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		<title>How are computer scientists combatting food fraud?</title>
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					<description><![CDATA[<p>Professor Remo Pareschi has developed a digital platform to provide traceability in food supply chains</p>
<p>The post <a href="https://futurumcareers.com/how-are-computer-scientists-combatting-food-fraud">How are computer scientists combatting food fraud?</a> appeared first on <a href="https://futurumcareers.com">Futurum</a>.</p>
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					<h1 class="entry-title">How are computer scientists combatting food fraud?</h1>
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				<div class="et_pb_text_inner"><p>Food fraud is a growing concern, with low-quality products deliberately mislabelled and fraudulently sold as high-quality products. In Italy, a team of computer scientists, including Professor Remo Pareschi from the <a href="https://www.unimol.it/english/">University of Molise</a>, has developed a digital platform to provide traceability in food supply chains, helping to combat food fraud and improve food safety.</p></div>
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				<div class="et_pb_text_inner"><h2>Talk like a computer scientist</h2>
<p><strong>Black box – </strong>a system in which an observer cannot tell how outputs from a model were derived from inputs</p>
<p><strong>Blockchain – </strong>a method to ensure that digital data cannot be altered</p>
<p><strong>Cryptographic fingerprint – </strong>a digital code that uniquely identifies a piece of data</p>
<p><strong>Extra virgin olive oil – </strong>pure juice from pressed olives that has not been chemically treated or mixed with other batches of oil</p>
<p><strong>Provenance – </strong>place of origin</p></div>
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				<div class="et_pb_text_inner"><p>If you buy a bottle of Italian extra virgin olive oil, there is a significant risk that the liquid inside is not what it claims to be on the label. “Extra virgin olive oil is one of the most counterfeited food products in the world,” says Professor Remo Pareschi, a computer scientist at the University of Molise.</p>
<p>You might wonder why, as a computer scientist, Remo is interested in mislabelled olive oil. Well, he and his colleagues are using their computer science skills to develop a digital platform that provides traceability in food supply chains, helping to combat food fraud and improve food safety.</p>
<p><strong>Why do we need traceability in food supply chains? </strong></p>
<p>“Think about what happens between a farm and your plate,” says Remo. “Food is grown by a farmer, analysed by a laboratory, packaged by a company, checked by a certification body, shipped by a distributor and finally sold by a supermarket.” Each stage in this process produces information, such as soil measurements, chemical analyses of food samples and quality control certificates.</p>
<p>Historically, this information is stored in separate systems that do not interact with each other, making it hard to trace individual items through the supply chain. If there is a contamination outbreak, for example, it is difficult to reconstruct what happened. And consumers cannot check whether the product they are buying is really what it says on the label. Is the olive oil really Italian extra virgin? Are the eggs really free range?</p>
<p><strong>Developing a traceability platform </strong></p>
<p>To address this, a network of Italian institutions has developed METROFOOD-IT. This project brings together universities, research centres and laboratories across Italy, combining physical research facilities (where food samples are analysed) with the platform that Remo and his colleagues have built. “METROFOOD-IT tackles information fragmentation by building a single digital infrastructure that connects laboratories, producers, certification bodies and consumers, so that data generated at any point in the food supply chain can be stored, verified and analysed in a coordinated way,” says Remo.</p></div>
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				<a href="https://futurumcareers.com/Remo-Pareschi-Brochure-2.pdf" target="_blank"><span class="et_pb_image_wrap "><img fetchpriority="high" decoding="async" width="212" height="300" src="https://futurumcareers.com/wp-content/uploads/2026/06/Remo-Pareschi-Brochure-HR_1-212x300.jpg" alt="" title="Remo Pareschi Brochure HR_1" class="wp-image-25548293" /></span></a>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 18pt;"><a href="https://futurumcareers.com/Remo-Pareschi-Brochure-2.pdf" target="_blank" rel="noopener noreferrer"><span style="color: #000000;"><strong>Download the article</strong></span></a></span></p></div>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 16pt;"><strong>Reference</strong></span><br />https://doi.org/10.33424/FUTURUM698</p></div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/06/Extra-virgin-olive-oil-683x1024.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="683" height="1024" src="https://futurumcareers.com/wp-content/uploads/2026/06/Extra-virgin-olive-oil-683x1024.jpg" alt=" " title="Extra virgin olive oil" srcset="https://futurumcareers.com/wp-content/uploads/2026/06/Extra-virgin-olive-oil-683x1024.jpg 683w, https://futurumcareers.com/wp-content/uploads/2026/06/Extra-virgin-olive-oil-480x720.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) 683px, 100vw" class="wp-image-25548291" /></span></a>
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				<div class="et_pb_text_inner"><p>Extra virgin olive oil is one of the most counterfeited food products in the world, so Remo has developed a digital platform to help prevent food fraud. <br />© Marian Weyo/Shutterstock.com</p></div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/06/A-diagram-of-the-METROFOOD-1024x571.png" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="571" src="https://futurumcareers.com/wp-content/uploads/2026/06/A-diagram-of-the-METROFOOD-1024x571.png" alt=" " title="A diagram of the METROFOOD" srcset="https://futurumcareers.com/wp-content/uploads/2026/06/A-diagram-of-the-METROFOOD-1024x571.png 1024w, https://futurumcareers.com/wp-content/uploads/2026/06/A-diagram-of-the-METROFOOD-980x547.png 980w, https://futurumcareers.com/wp-content/uploads/2026/06/A-diagram-of-the-METROFOOD-480x268.png 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25548290" /></span></a>
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				<div class="et_pb_text_inner">A diagram of the METROFOOD-IT platform. © Remo Pareschi</div>
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				<span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="300" height="146" src="https://futurumcareers.com/wp-content/uploads/2026/06/Unimol-Logo--300x146.png" alt="" title="Unimol Logo" class="wp-image-25548295" /></span>
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				<div class="et_pb_text_inner"><p>METROFOOD-IT consists of three components – an open data platform, a blockchain layer and an AI layer – that work together as a single pipeline. The open data platform stores all data generated throughout the food supply chain, from soil moisture measurements and satellite images of crop health on farms, to food nutrient levels and bacterial analyses in processing plants, to certification documents stating exactly where and when an item moved through the production line.</p>
<p><strong>Verifying data with blockchain</strong></p>
<p>A blockchain is a digital ledger stored across many computers in a network. Once data is written into a blockchain, no one can change or erase it. The blockchain layer in METROFOOD-IT ensures that data on the platform is authentic and has not been tampered with.</p>
<p>“In METROFOOD-IT, we use blockchain in a clever way,” says Remo. “We don’t put the full datasets on the blockchain as that would be too expensive and slow. Instead, we register a cryptographic ‘fingerprint’ of each data file that is calculated from the file’s content. If someone altered even a single comma in the original data file, it would produce a completely different fingerprint.”</p>
<p>The blockchain layer means that if someone wants to verify that a lab report or provenance certificate has not been tampered with, they can recompute the data’s cryptographic fingerprint and compare it to the one stored on the blockchain. If they match, the data is authentic. “This is important because food safety depends on trust,” says Remo. “And trust depends on the ability to prove that data hasn’t been altered along the way.”</p>
<p><strong>Analysing data with AI</strong></p>
<p>Once data has been stored in the METROFOOD-IT open data platform, it is verified through the blockchain layer. After this, the AI layer generates useful insights from the data. Some advanced AI models use a ‘black box’ process – they give answers without explaining how or why they have reached those conclusions. “That’s not good enough for food safety regulations, because a certifier or policymaker needs to understand why the model is making a particular decision,” says Remo. So in METROFOOD-IT, the AI layer uses techniques that open the black box to show which parts of the data most influence each prediction. “The outputs of the platform aren’t just numbers,” says Remo. “They’re explained recommendations that producers, certifiers and regulators can trust and rely on.”</p>
<p><strong>Tracing olive oil production</strong></p>
<p>With so many cases of low-quality olive oil being fraudulently sold as extra virgin, olive oil production is a great example of how METROFOOD-IT works. The open data platform stores information from every step of the process, including soil analyses from the olive grove, the date and conditions of the harvest, chemical analyses performed at the oil press, and bottling and packaging records. Each piece of data gets its own cryptographic fingerprint registered on the blockchain, so no one can later alter a certificate or swap in cheaper oil and claim it is the original. The AI layer combines the data to confirm the oil’s provenance and detect potential fraud. “Everyone in the chain benefits,” says Remo. “Producers can prove the authenticity of their product, sellers gain confidence in what they’re distributing, and consumers can scan a QR code on the bottle to check that the oil they’re about to buy is what the label claims it to be.”</p>
<p>Thanks to the work of the computer scientists behind METROFOOD-IT, food supply chains are becoming safer and more trustworthy – and the next generation of computer scientists will help take this work further.</p></div>
			</div><div class="et_pb_module et_pb_text et_pb_text_9  et_pb_text_align_left et_pb_bg_layout_light">
				
				
				
				
				<div class="et_pb_text_inner"><p><strong><img loading="lazy" decoding="async" class="wp-image-25548292 alignleft " src="https://futurumcareers.com/wp-content/uploads/2026/06/Remo-2-223x300.png" alt="" width="136" height="183" srcset="https://futurumcareers.com/wp-content/uploads/2026/06/Remo-2-223x300.png 223w, https://futurumcareers.com/wp-content/uploads/2026/06/Remo-2.png 360w" sizes="(max-width: 136px) 100vw, 136px" />Professor Remo Pareschi<br /></strong>Stake Lab, University of Molise, Italy</p>
<p><strong>Field of research</strong>: Computer science</p>
<p><strong>Research project</strong>: Developing a digital platform to provide traceability in food supply chains</p>
<p><strong>Institutions</strong>: ENEA; National Metrology Institute of Italy; Universities of Bari, Naples Federico II, Parma, Rome Sapienza, Siena and Molise</p>
<p><strong>Funder</strong>: Italian National Recovery and Resilience Plan supported by the European Union</p>
<p><strong>Website</strong>: <a href="https://www.metrofood.it/">metrofood.it</a></p></div>
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				<div class="et_pb_text_inner"><p><span style="font-size: x-large;"><strong>Do you have a question for Remo?</strong></span><br />Write it in the comments box below and he will get back to you. (Remember, researchers are very busy people, so you may have to wait a few days.)</p></div>
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				<div class="et_pb_text_inner"><a href="https://futurumcareers.com/building-better-ai-how-are-computer-scientists-improving-ai-systems"><img loading="lazy" decoding="async" class="alignleft wp-image-59505 size-medium" src="https://futurumcareers.com/wp-content/uploads/2026/05/Remo-Pareschi-Brochure-HR_1-212x300.jpg" alt="" width="211" height="300" /></a></p>
<p>&nbsp;</p>
<p>&nbsp;</p>
<p>Discover how Remo has developed a new and more effective AI framework: </p>
<p><a href="https://futurumcareers.com/building-better-ai-how-are-computer-scientists-improving-ai-systems" rel="noopener">futurumcareers.com/building-better-ai-how-are-computer-scientists-improving-ai-systems</a></div>
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<p>The post <a href="https://futurumcareers.com/how-are-computer-scientists-combatting-food-fraud">How are computer scientists combatting food fraud?</a> appeared first on <a href="https://futurumcareers.com">Futurum</a>.</p>
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		<title>Exploring ethnomusicology with the Centre for Sound Communities</title>
		<link>https://futurumcareers.com/exploring-ethnomusicology-with-the-centre-for-sound-communities?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=exploring-ethnomusicology-with-the-centre-for-sound-communities</link>
		
		<dc:creator><![CDATA[Admin]]></dc:creator>
		<pubDate>Fri, 05 Jun 2026 11:30:44 +0000</pubDate>
				<category><![CDATA[Blog]]></category>
		<guid isPermaLink="false">https://futurumcareers.com/?p=25548275</guid>

					<description><![CDATA[<p>Google “ethnomusicology” and you’ll find a definition that looks something like this: “The multidisciplinary study of music in its cultural context.” After 14 months of collaborating </p>
<p>The post <a href="https://futurumcareers.com/exploring-ethnomusicology-with-the-centre-for-sound-communities">Exploring ethnomusicology with the Centre for Sound Communities</a> appeared first on <a href="https://futurumcareers.com">Futurum</a>.</p>
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					<h1 class="entry-title">Exploring ethnomusicology with the Centre for Sound Communities</h1>
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				<span class="et_pb_image_wrap "><img loading="lazy" decoding="async" width="465" height="356" src="https://futurumcareers.com/wp-content/uploads/2026/06/1-1.jpg" alt="" title="1" srcset="https://futurumcareers.com/wp-content/uploads/2026/06/1-1.jpg 465w, https://futurumcareers.com/wp-content/uploads/2026/06/1-1-300x230.jpg 300w" sizes="(max-width: 465px) 100vw, 465px" class="wp-image-25548277" /></span>
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				<div class="et_pb_text_inner"><p>Google “ethnomusicology” and you’ll find a definition that looks something like this: “The multidisciplinary study of music in its cultural context.” After 14 months of collaborating with Dr Marcia Ostashewski, founding director of the <a href="https://soundcommunities.org/">Centre for Sound Communities</a> (CSC) at Cape Breton University, I have learnt that such a definition barely scratches the surface.</p>
<p>“We know that music and related practices have an important role in all of our lives and communities,” says Marcia. “Ethnomusicology allows us to understand how music is made and how it is a part of and shapes our lives in different social, cultural, political, economic, environmental and geographic contexts. It can even show us how equity-deserving groups experience and resist oppression and work towards health and well-being for their communities, languages, and traditional and creative practices.”</p>
<p>For the last year or so, I’ve been working closely with Marcia and her colleagues at the CSC to create a suite of resources that showcase their innovative ethnomusicology research. These resources, including a brochure, PowerPoint and podcast, highlight the diversity of researchers, musicians and communities that work with the CSC in a variety of projects and initiatives.</p>
<p>In September 2025, I was lucky enough to experience a taste of this diversity as Marcia invited me to present our resources at a course on world music pedagogy in Halifax, Nova Scotia. This course explored the role of music in teaching and learning through diverse cultural perspectives and in relationship with diverse local culture bearers and communities. While public speaking is not my favourite thing to do, I was excited to travel somewhere new and push myself out of my comfort zone.</p></div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/06/1-1.jpg" class="et_pb_lightbox_image" title=""><span class="et_pb_image_wrap "><img loading="lazy" decoding="async" width="465" height="356" src="https://futurumcareers.com/wp-content/uploads/2026/06/1-1.jpg" alt="" title="1" srcset="https://futurumcareers.com/wp-content/uploads/2026/06/1-1.jpg 465w, https://futurumcareers.com/wp-content/uploads/2026/06/1-1-300x230.jpg 300w" sizes="(max-width: 465px) 100vw, 465px" class="wp-image-25548277" /></span></a>
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				<div class="et_pb_text_inner">Playing djembe alongside Daniel, Mamadou Koita and Afua Cooper at the World Music Pedagogy course hosted by the Centre for Sound Communities at Dalhousie University, October 2025.</div>
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				<div class="et_pb_text_inner">Presenting a Futurum careers PowerPoint at the World Music Pedagogy course hosted by the Centre for Sound Communities at Dalhousie University, October 2025.</div>
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				<div class="et_pb_text_inner"><p>In the end, half an hour of sweaty palms and stammering speech was well worth it. Not only did I get to listen to <a href="https://soundcommunities.org/archives/songs-of-truth/about-julian/index.html">Julian Kytasty</a>, a world-renowned bandura player, but I also got to chat with him and learn about his musical heritage and traditions. Not only did I get to experience <a href="https://www.facebook.com/soundcommunities/videos/3442530309230936">the joyful teaching of Mamadou Koita</a>, a virtuoso balafón player from Burkina Faso, but I also got to play djembe alongside him and <a href="https://afuacooper.com/">Afua Cooper</a>, a slam poet, author and scholar.</p>
<p>I’ve been a drummer for the best part of two decades, but taking part in this course and working with Marcia has broadened my understanding of what music is, what it can be and what it can mean to different people. Music can be collaboration and friendship, culture and purpose, identity and belonging.</p>
<p>In Marcia’s podcast episode, I spoke to Leim Joe, a research assistant at the CSC who grew up in Eskasoni, the world’s largest Mi’kmaw First Nation community. I asked Leim about his relationship with Mi’kmaw music and how it shapes his identity. This is what he said:</p>
<p><em>“I’ve always been part of it. I’ve always heard the chants. But a couple years ago, somebody told me, “If you don’t take a hold of your culture now, you will regret it, because every time you look at somebody and you’re proud of them, but you’re not proud of yourself, you’re missing out.” So I picked up the drum and started singing.”</em></p>
<p>While it’s easy to think of music as something done by other people &#8211; performed by pop stars, played by musicians, studied by ethnomusicologists – the truth is that music is a part of all of us. No matter where you live or where you’re from, the chances are that music plays a role in your culture, whether you have “taken hold of it” yet or not. All that remains is for you to pick up the drum and start singing.</p>
<p>You can access the Centre for Sound Communities Futurum resources here: <a href="https://futurumcareers.com/how-can-innovative-ethnomusicology-research-help-foster-diversity-inclusivity-and-equity-in-the-music-industry">futurumcareers.com/how-can-innovative-ethnomusicology-research-help-foster-diversity-inclusivity-and-equity-in-the-music-industry</a></p></div>
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</div>
			</div>
			</div>
				
				
				
				
			</div>
				
				
			</div></p>
<p>The post <a href="https://futurumcareers.com/exploring-ethnomusicology-with-the-centre-for-sound-communities">Exploring ethnomusicology with the Centre for Sound Communities</a> appeared first on <a href="https://futurumcareers.com">Futurum</a>.</p>
]]></content:encoded>
					
		
		
			</item>
		<item>
		<title>Can understanding V-ATPase help fight disease and ageing?</title>
		<link>https://futurumcareers.com/can-understanding-v-atpase-help-fight-disease-and-ageing?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=can-understanding-v-atpase-help-fight-disease-and-ageing</link>
		
		<dc:creator><![CDATA[Admin]]></dc:creator>
		<pubDate>Wed, 03 Jun 2026 15:45:34 +0000</pubDate>
				<category><![CDATA[Articles]]></category>
		<guid isPermaLink="false">https://futurumcareers.com/?p=25548246</guid>

					<description><![CDATA[<p>Investigating V-ATPase regulation and how it contributes to disease and ageing</p>
<p>The post <a href="https://futurumcareers.com/can-understanding-v-atpase-help-fight-disease-and-ageing">Can understanding V-ATPase help fight disease and ageing?</a> appeared first on <a href="https://futurumcareers.com">Futurum</a>.</p>
]]></description>
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					<h1 class="entry-title">Can understanding V-ATPase help fight disease and ageing?</h1>
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				<div class="et_pb_text_inner"><p>V-ATPase is a vital molecular machine that helps control the pH levels within cells and their organelles. <a href="https://www.upstate.edu/research/faculty-profile.php?empID=kanepm">Professor Patricia Kane</a>, a molecular biologist at <a href="https://www.upstate.edu/index.php">Upstate Medical University</a> in the US, is investigating V-ATPase function, activity and regulation. Her research explores how problems with this molecular pump may contribute to diseases such as Alzheimer’s disease, cancer and osteoporosis, as well as the ageing process itself.</p></div>
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				<div class="et_pb_text_inner"><h2>Talk like a molecular biologist</h2>
<p><strong>ATP – </strong>the primary energy carrier in cells, used to power molecular machines like V-ATPase</p>
<p><strong>Cytosol – </strong>the jelly-like fluid that surrounds organelles within a cell</p>
<p><strong>Lysosome – </strong>an acidic organelle that degrades and recycles damaged proteins and organelles within cells</p>
<p><strong>Osteoclast – </strong>a cell that uses V-ATPases to break down bone tissue</p>
<p><strong>Osteoporosis – </strong>a disease causing bones to lose density and become fragile, leading to a higher risk of fracture</p>
<p><strong>pH – </strong>a measure of acidity, with lower values indicating more acidic conditions and higher values indicating more basic conditions</p>
<p><strong>Proton – </strong>a positively-charged particle pumped by V-ATPase to acidify organelles</p>
<p><strong>Reversible disassembly – </strong>the process by which V-ATPase subcomplexes separate and later reassemble to regulate activity</p>
<p><strong>V-ATPase – </strong>a molecular motor that pumps protons into organelles to maintain acidic conditions</p></div>
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				<div class="et_pb_text_inner"><p>The human body is made up of roughly 30 trillion cells. These cells are highly organised structures, filled with cytosol and divided into membrane-bound compartments called organelles. Each organelle has its own internal environment, including a specific pH that allows it to function properly. Although the cytosol is maintained at a near-neutral pH, some organelles need to be more acidic to carry out their roles.</p>
<p>One of the most important acidic organelles in animal cells is the lysosome. Plant and fungal cells have a similar organelle called a vacuole. “Lysosomes and vacuoles are the recycling centres of the cell,” says Professor Patricia Kane, a molecular biologist at Upstate Medical University. “They use enzymes to break down old or damaged cellular proteins and organelles, allowing the cell to reuse their building blocks.” The enzymes that carry out this degradation only work well at acidic pH.</p>
<p><strong>What is V-ATPase? </strong></p>
<p>To maintain the acidity of lysosomes and other organelles, cells rely on a molecular machine called V-ATPase. This protein complex acts as a molecular motor, using energy from ATP – the cell’s main energy source – to pump protons across membranes and into organelles. By concentrating protons inside organelles, V-ATPase makes them more acidic than the surrounding cytosol, allowing their enzymes to function properly.</p>
<p>V-ATPase is made up of two subcomplexes – groups of proteins that work together. One subcomplex breaks down ATP to release energy, while the other uses this energy to rotate within the membrane, allowing protons to pass through.</p>
<p>In humans, mutations in V-ATPase genes can cause serious health problems. For example, when V-ATPases in certain kidney cells do not function correctly, the body cannot regulate blood pH properly, which can make the blood dangerously acidic. “Almost all organisms die if they have no V-ATPase activity,” says Patricia.</p>
<p><strong>How do cells control V-ATPase activity? </strong></p>
<p>V-ATPases maintain the specific acidic conditions needed for a cell’s organelles to function properly. However, cells do not always require the same level of V-ATPase activity, so they must regulate when and where the pump is active. “For example, when yeast cells lack glucose, their favourite nutrient, they reduce V-ATPase activity to conserve energy, then increase it again when nutrients become available,” explains Patricia. This adjustment occurs through a process called reversible disassembly, in which the two V-ATPase subcomplexes separate, stopping ATP breakdown and preventing proton pumping. When conditions improve, the subcomplexes quickly reassemble and restore acidification. Reversible disassembly also occurs in mammalian cells where it regulates V-ATPase activity and can help restore lysosome acidity if membranes become damaged.</p>
<p><strong>How does Patricia study V-ATPase? </strong></p>
<p>From yeast to humans, V-ATPases in different organisms are remarkably similar and share the same basic structure. “We often study V-ATPase in yeast because yeast cells can survive without V-ATPase activity (although they grow slowly) while most other organisms cannot,” explains Patricia. Her team introduces mutations into yeast V-ATPase genes and examines how these changes affect cell growth, protein recycling and organelle acidity. They also isolate the yeast’s vacuoles to measure how efficiently V-ATPase breaks down ATP and pumps protons, and use fluorescent labels to track where the complex is located inside cells.</p></div>
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				<a href="https://futurumcareers.com/Patricia-Kane-brochure.pdf" target="_blank"><span class="et_pb_image_wrap "><img loading="lazy" decoding="async" width="212" height="300" src="https://futurumcareers.com/wp-content/uploads/2026/06/Patricia-Kane-brochure-HR_1-212x300.jpg" alt="" title="Patricia Kane brochure HR_1" class="wp-image-25548248" /></span></a>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 18pt;"><a href="https://futurumcareers.com/Patricia-Kane-brochure.pdf" target="_blank" rel="noopener noreferrer"><span style="color: #000000;"><strong>Download the article</strong></span></a></span></p></div>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 16pt;"><strong>Reference</strong></span><br />https://doi.org/10.33424/FUTURUM692</p></div>
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				<a href="https://futurumcareers.com/Patricia-Kane-activity-sheet.pdf" target="_blank"><span class="et_pb_image_wrap "><img loading="lazy" decoding="async" width="212" height="300" src="https://futurumcareers.com/wp-content/uploads/2026/06/Patricia-Kane-activity-sheet-HR_1-212x300.jpg" alt="" title="Patricia Kane activity sheet HR_1" class="wp-image-25548247" /></span></a>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 18pt;"><a href="https://futurumcareers.com/Patricia-Kane-activity-sheet.pdf" target="_blank" rel="noopener noreferrer"><span style="color: #ec6835;"><strong>Link to the activity sheet</strong></span></a></span></p></div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/06/1-831x1024.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="831" height="1024" src="https://futurumcareers.com/wp-content/uploads/2026/06/1-831x1024.jpg" alt=" " title="1" class="wp-image-25548252" /></span></a>
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				<div class="et_pb_text_inner"><p>Structure of assembled yeast V-ATPase ©Protein Data Bank PDB: 7TMT</p></div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/06/2-1-1024x742.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="742" src="https://futurumcareers.com/wp-content/uploads/2026/06/2-1-1024x742.jpg" alt=" " title="2" srcset="https://futurumcareers.com/wp-content/uploads/2026/06/2-1-980x710.jpg 980w, https://futurumcareers.com/wp-content/uploads/2026/06/2-1-480x348.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25548258" /></span></a>
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				<div class="et_pb_text_inner"><p>Structures of disassembled V-ATPase pieces ©Protein Data Bank PDB: 6MOR and 7TMQ</p></div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/06/3-1024x321.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="321" src="https://futurumcareers.com/wp-content/uploads/2026/06/3-1024x321.jpg" alt=" " title="3" srcset="https://futurumcareers.com/wp-content/uploads/2026/06/3-1024x321.jpg 1024w, https://futurumcareers.com/wp-content/uploads/2026/06/3-980x307.jpg 980w, https://futurumcareers.com/wp-content/uploads/2026/06/3-480x150.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25548254" /></span></a>
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				<div class="et_pb_text_inner">Young and old yeast cells—image on right shows round bud scars on the old cell but not the young cells. (c) Fiza Hashmi (Kane lab)</div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/06/4.png" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="633" height="363" src="https://futurumcareers.com/wp-content/uploads/2026/06/4.png" alt=" " title="4" srcset="https://futurumcareers.com/wp-content/uploads/2026/06/4.png 633w, https://futurumcareers.com/wp-content/uploads/2026/06/4-480x275.png 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) 633px, 100vw" class="wp-image-25548253" /></span></a>
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				<div class="et_pb_text_inner">V-ATPases in yeast vacuoles (magenta) before (top row) and after (bottom row) salt stress. A sensor for a lipid upregulated in stress in shown in cyan. © Kalaivani Saravanan (Kane lab)</div>
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				<span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="300" height="227" src="https://futurumcareers.com/wp-content/uploads/2026/06/Upstate-logo-with-seal-image-1-300x227.jpg" alt="" title="Upstate logo with seal image 1" class="wp-image-25548256" /></span>
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				<div class="et_pb_text_inner"><p>Much of what Patricia and her team learn from yeast can be applied directly to human cells. Although human V-ATPases can be more complex, the basic structure, function and regulation are the same, providing a blueprint for understanding how the system works in humans.</p>
<p><strong>How can V-ATPase dysfunction lead to disease? </strong></p>
<p>When V-ATPases do not function properly, lysosomes become less acidic, which makes it harder for cells to break down damaged proteins. The accumulation of these faulty proteins is a hallmark of neurodegenerative diseases such as Alzheimer’s and Parkinson’s. Lysosomes also naturally become less acidic with age, which may help to explain why these conditions are more common in older people. “To treat these diseases, we need to figure out why V-ATPases become less active and reverse this process,” says Patricia. “This is why we are interested in the reversible disassembly of V-ATPase in ageing cells.”</p>
<p>In other conditions, such as cancer and osteoporosis, problems can be caused by too much V-ATPase activity or pumping taking place in the wrong location. Osteoclasts use V-ATPases to break down bone, and excessive activity can lead to osteoporosis. In cancer cells, V-ATPases can move to the cell surface, acidifying the surrounding environment and helping tumours spread to nearby tissue. “In both cases, we need to block V-ATPase activity only in specific locations, but that’s challenging because all cells rely on these pumps to survive,” explains Patricia. “Any treatment must either be very carefully targeted or focus on features found only in cancer cells or osteoclasts.”</p>
<p><strong>How does ageing affect V-ATPase function? </strong></p>
<p>As organisms age, lysosomes gradually become less acidic, which can cause a buildup of defective proteins. Patricia’s team recently found that V-ATPases in yeast are more often disassembled in older cells, even though all the protein components are still present. This disassembly likely contributes to the reduced acidity of lysosomes with age. “We found that when we introduced a mutation forcing the V-ATPase to stay assembled, yeast cells lived much longer,” says Patricia. “Now, we want to understand why V-ATPases disassemble with age, identify factors that can prevent or delay this, and see if the findings apply to mammalian cells.”</p>
<p>Patricia and her team continue to study V-ATPase regulation, including reversible disassembly. After disassembly, V-ATPases rely on a protein complex called RAVE to reassemble. Mammalian cells have similar complexes, and the team recently discovered that a protein linked to severe genetic epilepsy is a subunit of the mammalian RAVE complex. “While this discovery will not provide a cure for the disease, it suggests a mechanism, which can eventually allow us to develop therapies,” explains Patricia.</p></div>
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				<div class="et_pb_text_inner"><p><strong><img loading="lazy" decoding="async" class="wp-image-25548255 alignleft " src="https://futurumcareers.com/wp-content/uploads/2026/06/Kane-Headshot-214x300.jpg" alt="" width="182" height="255" srcset="https://futurumcareers.com/wp-content/uploads/2026/06/Kane-Headshot-214x300.jpg 214w, https://futurumcareers.com/wp-content/uploads/2026/06/Kane-Headshot.jpg 250w" sizes="(max-width: 182px) 100vw, 182px" />Professor Patricia Kane<br /></strong>Department of Biochemistry and Molecular Biology, Upstate Medical University, USA</p>
<p><strong>Field of research: </strong>Molecular biology</p>
<p><strong>Research project:</strong> Investigating V-ATPase regulation and how it contributes to disease and ageing</p>
<p><strong>Funders: </strong>US National Institutes of Health (NIH); National Institute of General Medical Sciences (award number R35 GM14525); National Institute of Aging</p>
<p><em>The contents of this work are solely the responsibility of the authors and do not necessarily represent the official views of the NIH.</em></p></div>
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				<div class="et_pb_text_inner"><h2>About molecular biology</h2>
<p>Molecular biology is the study of the molecules that make up living cells and how these molecules interact to sustain life. It focuses on DNA, proteins and other cellular components, exploring how genes are regulated, how proteins are made and how cells carry out their essential functions. The field overlaps with biochemistry, genetics and cell biology, and it provides a foundation for understanding diseases, developing therapies and advancing biotechnology.</p>
<p>Molecular biology is an exciting field because it allows scientists to explore life at its most fundamental level. “New technologies, such as CRISPR gene editing and advances in microscopy that allow visualisation of individual molecules in cells, are extremely exciting,” says Patricia. “The next generation of scientists will be able to see and manipulate cells and individual molecules in ways that would not even have been imagined 30 years ago.” Computational methods also allow researchers to generate hypotheses that can then be tested experimentally. These advances mean that molecular biology will continue to drive discoveries in both basic science and the development of new therapies.</p>
<p>Working in molecular biology also comes with challenges. “The field moves quickly, and it’s important to stay up to date as much as possible,” says Patricia. “I read scientific literature, go to seminars and conferences, and interact with colleagues to stay informed.” For students, building curiosity and persistence is key. Patricia recommends starting with popular science books, blogs and online resources before moving on to scientific reviews and research papers. The increasing accessibility of open-access scientific literature makes it easier than ever for students to explore molecular biology independently.</p>
<p>A typical day for a molecular biologist combines research, data analysis and teaching. Patricia and her team start by checking in on lab experiments and planning the day’s work. Techniques vary widely – from purifying proteins and constructing DNA molecules to observing cells under microscopes and conducting yeast genetics experiments. “I also spend time analysing data, communicating with other scientists and writing research papers.” This mix of experimentation, problem-solving and mentorship can make molecular biology both dynamic and fulfilling.</p></div>
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				<div class="et_pb_text_inner"><h2>Pathway from school to molecular biology</h2>
<p>At school, build a strong foundation in biology, chemistry and physics. Mathematics and basic computing skills are also helpful, as modern molecular biology increasingly relies on data analysis.</p>
<p>At college or university, relevant courses include molecular biology, biochemistry, genetics, cell biology, microbiology and biotechnology. “A strong science background is important for this field, though you can enter from multiple directions,” says Patricia. “For example, while many people major in biology or biochemistry, both my undergraduate and graduate degrees are in chemistry, and I have colleagues that have degrees in physics.”</p>
<p>“Big data is also a critical element of modern biology, so learning basic programming and data analysis skills would be helpful,” says Patricia.</p></div>
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				<div class="et_pb_text_inner"><h2>Explore careers in molecular biology</h2>
<p>If you are interested in molecular biology, organisations such as the <a href="https://www.ascb.org/">American Society for Cell Biology</a>, the <a href="https://www.asbmb.org/">American Society of Biochemistry and Molecular Biology</a>, the <a href="https://www.biochemistry.org/">Biochemical Society</a> and the <a href="https://www.faseb.org/">Federation of American Societies for Experimental Biology</a> offer webinars and useful resources for students and early-career researches.</p>
<p>Textbooks such as <em>Molecular Biology of the Cell </em>by Bruce Alberts and <em>Principles of Biochemistry </em>by Albert Lehninger, David Nelson and Michael Cox are widely used in undergraduate, graduate and medical courses and provide a holistic background in cellular and molecular biology.</p></div>
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				<div class="et_pb_text_inner"><h2>Meet Patricia</h2>
<p><strong><img loading="lazy" decoding="async" class="wp-image-25548255 alignleft " src="https://futurumcareers.com/wp-content/uploads/2026/06/Kane-Headshot-214x300.jpg" alt="" width="139" height="195" srcset="https://futurumcareers.com/wp-content/uploads/2026/06/Kane-Headshot-214x300.jpg 214w, https://futurumcareers.com/wp-content/uploads/2026/06/Kane-Headshot.jpg 250w" sizes="(max-width: 139px) 100vw, 139px" />I grew up on a farm and went to school in a small town</strong>, so I didn’t have any exposure to research careers. I did grow up with a great appreciation for the natural world, and that fits well with biological research.</p>
<p><strong>I wasn’t interested in science </strong>until I took chemistry and physics with an excellent teacher in my last two years of high school. When I started college, I planned to major in English, but changed my major to chemistry in my second year. Over time, my interests became more biochemical. However, despite my change in major, I still do a lot of writing, and my English skills help with that!</p>
<p><strong>I love the thrill of discovering something new </strong>through our research and working with students in my lab. It’s great to see students experience the thrill of discovery.</p>
<p>I continue to be fascinated by the microscopic world – there is so much happening that we can’t see directly and so much more to discover.</p>
<p><strong>I think curiosity and persistence have helped me in my career.</strong> I love doing research because I’m very curious about how things work and excited by the possibility of new discoveries (both little and big). However, in scientific research, there are many experiments that don’t go as expected, so persistence, patience and some optimism are also important.</p>
<p><strong>I go for a walk after work most days. </strong>This helps me process my day and shift gears. I live in a snowy place, so I like to ski in the winter, and I garden in the summer.</p></div>
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				<div class="et_pb_text_inner"><h2><strong>Patricia’s top tip</strong></h2>
<p>Don’t be intimidated if molecular biology seems complicated at first. It can seem like learning a new language, but as you get used to it, it will make sense. You don’t have to understand everything immediately.</p></div>
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				<div class="et_pb_text_inner"><p><span style="font-size: x-large;"><strong>Do you have a question for Patricia?</strong></span><br />Write it in the comments box below and she will get back to you. (Remember, researchers are very busy people, so you may have to wait a few days.)</p></div>
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<p>Learn more about the mechanisms that transport molecules across membranes: </p>
<p><a href="https://futurumcareers.com/orphan-membrane-transporters-mapping-functions-of-the-unknown" rel="noopener">futurumcareers.com/orphan-membrane-transporters-mapping-functions-of-the-unknown</a></div>
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<p>The post <a href="https://futurumcareers.com/can-understanding-v-atpase-help-fight-disease-and-ageing">Can understanding V-ATPase help fight disease and ageing?</a> appeared first on <a href="https://futurumcareers.com">Futurum</a>.</p>
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		<title>Building better AI: how are computer scientists improving AI systems?</title>
		<link>https://futurumcareers.com/building-better-ai-how-are-computer-scientists-improving-ai-systems?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=building-better-ai-how-are-computer-scientists-improving-ai-systems</link>
		
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		<pubDate>Tue, 02 Jun 2026 00:15:33 +0000</pubDate>
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					<description><![CDATA[<p>Professor Remo Pareschi has developed a more effective AI framework that allows humans and AI agents to work together to solve complex problems</p>
<p>The post <a href="https://futurumcareers.com/building-better-ai-how-are-computer-scientists-improving-ai-systems">Building better AI: how are computer scientists improving AI systems?</a> appeared first on <a href="https://futurumcareers.com">Futurum</a>.</p>
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					<h1 class="entry-title">Building better AI: how are computer scientists improving AI systems?</h1>
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				<div class="et_pb_text_inner"><p>As artificial intelligence (AI) plays an ever-greater role in our lives, computer scientists are constantly improving AI systems. At the <a href="https://www.unimol.it/english/">University of Molise</a> in Italy, Professor Remo Pareschi has developed a more effective AI framework that allows humans and AI agents to work together to solve complex problems.</p></div>
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				<div class="et_pb_text_inner"><h2>Talk like a computer scientist</h2>
<p><strong>AI agent – </strong>a software system that can perform a task on its own, such as analysing data or making decisions</p>
<p><strong>AI framework – </strong>the underlying structure that determines how AI agents are organised and work together</p>
<p><strong>Artificial intelligence (AI) – </strong>a computer system that mimics human intelligence in its ability to understand information and make reasoned decisions</p>
<p><strong>Large language model (LLM) – </strong>a type of AI trained on large amounts of text that can understand and generate human language</p>
<p><strong>Semantic processing – </strong>understanding the meaning of information</p>
<p><strong>Topic space – </strong>a structured channel through which AI agents communicate about a particular topic, separated from other topics</p></div>
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				<div class="et_pb_text_inner"><p>Today, we rely on artificial intelligence (AI) to perform a huge range of tasks. With its ability to analyse data and make decisions, AI can do everything from acting as a virtual personal assistant to helping doctors diagnose diseases. However, traditional AI frameworks face several challenges that limit their ability to complete tasks effectively. So Professor Remo Pareschi, a computer scientist at the University of Molise, has developed a new AI framework that is more organised and effective.</p>
<p><strong>What are the problems with traditional AI frameworks? </strong></p>
<p>In traditional AI frameworks, AI agents communicate through a large language model (LLM) that sits at the centre of the system. The LLM acts as the controller, interpreting messages from each agent (known as semantic processing) and coordinating how agents interact. “This approach works well for many tasks, especially those involving language,” says Remo. “However, the reliance on LLMs as the central model can slow things down and it can become difficult to manage as the number of agents and interactions grows.”</p>
<p>Imagine asking a classmate to pass a note to your friend. This method of communication works well when two of you are passing notes back and forth through your classmate. But imagine if the rest of the class joins in the written conversation. There are now 30 people trying to communicate with each other, and every message must be passed on by that one original classmate. This will cause a bottleneck in communication because the classmate at the centre of the system will not be able to process and respond to all the information fast enough. Additionally, as the classmate at the centre is doing two completely different jobs at once (understanding what each note says and deciding who should get it next), neither job gets done as well as it could.</p>
<p><strong>What is Remo’s new framework? </strong></p>
<p>To address these challenges, Remo and his colleagues, Professor Paolo Bottoni and Professor Uwe Borghoff, developed a Topic-Based Communication Space Petri Net (TB-CSPN) AI framework. “The TB-CSPN framework organises AI agents differently,” Remo explains. “Instead of sending messages directly to each other through the LLM, agents communicate through shared topic spaces.” Agents interact with each other within structured spaces, where information is grouped by topic. LLMs are still used to understand and generate meaning, but other AI components control and coordinate the system.</p>
<p>The key innovation in the team’s TB-CSPN framework is that roles are separated, rather than all being performed by a central LLM. “In TB-CSPN, some components focus on semantic processing while others focus on coordination (organising who does what and when),” Remo explains. “Because these roles are separated, each part of the system can work more effectively. In simple terms, it turns a chaotic conversation into a well-organised collaboration.”</p></div>
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				<a href="https://futurumcareers.com/Remo-Pareschi-Brochure.pdf" target="_blank"><span class="et_pb_image_wrap "><img loading="lazy" decoding="async" width="212" height="300" src="https://futurumcareers.com/wp-content/uploads/2026/05/Remo-Pareschi-Brochure-HR_1-212x300.jpg" alt="" title="Remo Pareschi Brochure HR_1" class="wp-image-25548183" /></span></a>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 18pt;"><a href="https://futurumcareers.com/Roseane-de-Fatima-Guimaraes-brochure.pdf" target="_blank" rel="noopener noreferrer"><span style="color: #000000;"><strong>Download the article</strong></span></a></span></p></div>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 16pt;"><strong>Reference</strong></span><br />https://doi.org/10.33424/FUTURUM699</p></div>
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				<a href="https://futurumcareers.com/Remo-Pareschi-Activity-Sheet.pdf" target="_blank"><span class="et_pb_image_wrap "><img loading="lazy" decoding="async" width="212" height="300" src="https://futurumcareers.com/wp-content/uploads/2026/05/Remo-Pareschi-Activity-Sheet-HR_1-212x300.jpg" alt="" title="Remo Pareschi Activity Sheet HR_1" class="wp-image-25548178" /></span></a>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 18pt;"><a href="https://futurumcareers.com/Remo-Pareschi-Activity-Sheet.pdf" target="_blank" rel="noopener noreferrer"><span style="color: #ec6835;"><strong>Link to the activity sheet</strong></span></a></span></p></div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/In-Remos-TB-CSPN-1024x611.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="611" src="https://futurumcareers.com/wp-content/uploads/2026/05/In-Remos-TB-CSPN-1024x611.jpg" alt=" " title="&#039;s TB-CSPN" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/In-Remos-TB-CSPN-1024x611.jpg 1024w, https://futurumcareers.com/wp-content/uploads/2026/05/In-Remos-TB-CSPN-980x585.jpg 980w, https://futurumcareers.com/wp-content/uploads/2026/05/In-Remos-TB-CSPN-480x286.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25548180" /></span></a>
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				<div class="et_pb_text_inner">In Remo’s TB-CSPN AI framework, AI agents communicate through shared topic spaces. © THICHA SATAPITANON/Shutterstock.com </div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/A-diagram-of-Remos-1024x571.png" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="571" src="https://futurumcareers.com/wp-content/uploads/2026/05/A-diagram-of-Remos-1024x571.png" alt=" " title="&#039;s" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/A-diagram-of-Remos-1024x571.png 1024w, https://futurumcareers.com/wp-content/uploads/2026/05/A-diagram-of-Remos-980x547.png 980w, https://futurumcareers.com/wp-content/uploads/2026/05/A-diagram-of-Remos-480x268.png 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25548177" /></span></a>
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				<div class="et_pb_text_inner">A diagram of Remo’s TB-CSPN AI framework. © Remo Pareschi</div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/As-AI-increasingly-takes-1024x576.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="576" src="https://futurumcareers.com/wp-content/uploads/2026/05/As-AI-increasingly-takes-1024x576.jpg" alt=" " title="As AI increasingly takes" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/As-AI-increasingly-takes-1024x576.jpg 1024w, https://futurumcareers.com/wp-content/uploads/2026/05/As-AI-increasingly-takes-980x551.jpg 980w, https://futurumcareers.com/wp-content/uploads/2026/05/As-AI-increasingly-takes-480x270.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25548179" /></span></a>
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				<div class="et_pb_text_inner"><p>As AI increasingly takes on the routine task of writing code, computer scientists will need a broader intellectual foundation. © Gorodenkoff/Shutterstock.com</p></div>
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				<span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="300" height="146" src="https://futurumcareers.com/wp-content/uploads/2026/05/Unimol-Logo--300x146.png" alt="" title="Unimol Logo" class="wp-image-25548185" /></span>
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				<div class="et_pb_text_inner"><p>To overcome the limitations of traditional AI frameworks, Remo and his colleagues had to ensure that their new TB-CSPN framework was effective, transparent and scalable. “One of the main challenges was designing a system where multiple agents can cooperate effectively without becoming too complex,” he says. “Another challenge was ensuring that the system remained clear and interpretable, so that humans can understand how decisions are made.” The structure Remo’s team has developed – where agent communication occurs through topic spaces and semantic processing is separated from coordination – allows the TB-CSPN framework to achieve this. Without the LLM bottleneck at the centre of the AI system, TB-CSPN speeds up decision-making and enables easier tracking of how decisions have been made. In addition, new agents can be added without disrupting the system.</p>
<p><strong>How could TB-CSPN help solve real-world problems?</strong></p>
<p>“TB-CSPN can be used in many real-world situations where multiple types of information must be combined,” says Remo. “Examples include managing emergency responses (e.g., floods or wildfires) and supporting sustainable agriculture. In each case, different AI agents in the system analyse distinct aspects of the problem and collaborate to support human decision-making.”</p>
<p>In an AI system designed to help with emergency management, separate AI agents would specialise in weather, transport and safety, each communicating through dedicated topic spaces. Humans would hold authority over the structure of the system itself, such as what each agent is permitted to do and under what conditions actions can be taken. This means humans do not have to monitor every step, but they remain in control of the overall process. Information produced by the AI system would then be shared with humans, who would use it to make decisions about the appropriate emergency response.</p>
<p>“In this vision, AI is not meant to replace humans, but to work alongside them as part of a coordinated system,” explains Remo. “Human experts remain involved in key decisions, especially in complex or sensitive situations such as emergency management or environmental planning.” TB-CSPN is a practical way to implement this vision as it provides a structure in which both AI agents and humans can contribute to shared information spaces, with each bringing their own strengths to the process: “AI systems can analyse large amounts of data quickly, while humans can provide judgment, experience and ethical reasoning.”</p>
<p>“More broadly, this research explores how to design AI systems that behave less like isolated tools and more like organised communities, where humans and AI agents cooperate to solve complex problems together,” continues Remo. “Understanding how to build these collaborative systems may be one of the most important challenges for the future of artificial intelligence.”</p></div>
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				<div class="et_pb_text_inner"><p><img loading="lazy" decoding="async" class="alignleft wp-image-25548186 " src="https://futurumcareers.com/wp-content/uploads/2026/05/Remo-2-223x300.jpg" alt="" width="144" height="193" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/Remo-2-223x300.jpg 223w, https://futurumcareers.com/wp-content/uploads/2026/05/Remo-2.jpg 360w" sizes="(max-width: 144px) 100vw, 144px" />Professor Remo Pareschi<br />Stake Lab, University of Molise, Italy</p>
<p><strong>Fields of research: </strong>Artificial intelligence (AI); computer science</p>
<p><strong>Research project:</strong> Developing a new and more effective AI framework</p>
<p><strong>Funders</strong>: This research was developed within the broader context of the METROFOOD-IT project and the Vitality project, both funded through the Italian National Recovery and Resilience Plan (PNRR).</p></div>
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				<div class="et_pb_text_inner"><h2>About computer science</h2>
<p>Our increasing reliance on computer systems in everyday life provides a wealth of opportunities and challenges for computer scientists. “I look at computing not just as a matter of writing code efficiently, but as a way of shaping how different kinds of agents – people, software, robots, sensor networks, AI models – interact with each other and the infrastructures they inhabit,” says Remo. “The challenge for the next generation of computer scientists will be to figure out how to make these hybrid systems work well together safely and intelligibly.”</p>
<p>Yet it is precisely these challenges that make the work so rewarding. “There is something deeply satisfying about starting from a formal idea and then watching it come to life as part of a working system that real people rely on,” says Remo. “Computer science’s most valuable contributions to society are going to come from designing systems that balance the theoretical side with human context.”</p>
<p><strong>What skills do computer scientists need? </strong></p>
<p>“A computer scientist who has technical depth, conceptual breadth and the ability to connect with people and organisations will be extraordinarily well-equipped for the decades ahead,” says Remo. He divides the skills required by computer scientists into three categories: technical fluency, foundational reasoning and soft skills. “Technical fluency means having solid programming skills, a good grasp of data structures and algorithms, and familiarity with platforms such as the cloud and AI frameworks,” he explains. “Foundational reasoning means being able to logically and analytically design systems and evaluate what AI is producing. Finally, it is important to be able to work well in a team, communicate clearly and understand the human context in which your computer systems will operate.”</p></div>
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				<div class="et_pb_text_inner"><h2>Pathway from school to computer science</h2>
<p>Develop your coding skills by learning a computer language such as Python or R and exploring software repositories such as GitHub. “There is no better way to understand how real systems work than to explore them,” advises Remo.</p>
<p>While coding is an essential skill for computer scientists, Remo highlights that, as AI increasingly takes on the routine task of writing code, computer scientists will need a broader intellectual foundation. “Study mathematics and philosophy, which will teach you to reason about abstract structures and spot hidden assumptions,” he says. “Logic is where mathematics and philosophy meet, and it underlies how computers reason. Study cognitive science because understanding how people think is crucial for designing systems that work with people. And don’t underestimate the value of being able to communicate clearly.”</p>
<p>At university, study a degree in computer science, information technology or computer engineering.</p></div>
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				<div class="et_pb_text_inner"><h2>Explore careers in computer science</h2>
<p>In today’s digital world, career opportunities for computer scientists are endless.</p>
<p>“To be a computer scientist today is to have the opportunity to be at the centre of things as they are now and as they are still to come,” enthuses Remo. “We are moving into a world where the digital, physical and social increasingly overlap. And through artificial intelligence, we are watching something genuinely unprecedented take shape.”</p>
<p>Prospects provides information about what you can do with a degree in computer science: <a href="http://www.prospects.ac.uk/careers-advice/what-can-i-do-with-my-degree/computer-science/">prospects.ac.uk/careers-advice/what-can-i-do-with-my-degree/computer-science/</a></p></div>
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				<div class="et_pb_text_inner"><h2>Meet Remo</h2>
<p><strong><img loading="lazy" decoding="async" class="wp-image-25548186 alignleft " src="https://futurumcareers.com/wp-content/uploads/2026/05/Remo-2-223x300.jpg" alt="" width="144" height="193" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/Remo-2-223x300.jpg 223w, https://futurumcareers.com/wp-content/uploads/2026/05/Remo-2.jpg 360w" sizes="(max-width: 144px) 100vw, 144px" />When I was young, I was curious about everything</strong>. I had a set of encyclopaedias – a row of heavy volumes on a shelf – that I would pull down, flip open and lose myself in for an hour. I read them constantly, wandering from one topic to the next. It was nothing like what is available today, with Wikipedia and AI assistants to answer almost any question you can think of.</p>
<p><strong>I attended a ‘classical’ Italian high school</strong> where I spent years studying Latin, Ancient Greek, literature and philosophy, before going to university to study computer science at a time when the digital world was beginning to take shape. My background in classical studies shows there is no incompatibility between the humanities and sciences – the two worlds speak to each other far more than people tend to assume.</p>
<p><strong>I spent several years leading research and innovation teams</strong> at the European Computer-Industry Research Centre and Xerox, where I guided technology projects from early-stage ideas through to real products and services. My industry experience was a real asset when I became an academic computer scientist – understanding how a business works and how technology is brought to market gives me a different perspective from my colleagues. And this perspective has allowed me to create spin-off companies from the results of my research.</p>
<p><strong>I enjoy reading in my free time</strong>, from Wikipedia articles about the evolution of life to science fiction to classic British humour. Reading widely across genres teaches you to move between different registers of thought, which is extremely useful when you work, as I do, at the intersection of formal ideas and real-world systems. I also think that anyone thinking about artificial intelligence should spend time wondering how the natural kind ever came about in the first place.</p></div>
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				<div class="et_pb_text_inner"><h2>Remo’s top tip</h2>
<p>Don’t hesitate to take side paths. I’ve done it many times – from classical studies to computer science, from academia to industry and back again, and from research into spin-off companies. Side paths are where original ideas, unexpected connections and the most interesting work tend to appear. A perfectly straight career is rarely the most creative one.</p></div>
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				<div class="et_pb_text_inner"><p><span style="font-size: x-large;"><strong>Do you have a question for Remo?</strong></span><br />Write it in the comments box below and he will get back to you. (Remember, researchers are very busy people, so you may have to wait a few days.)</p></div>
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				<div class="et_pb_text_inner"><a href="https://futurumcareers.com/building-community-resilience-for-disaster-response"><img loading="lazy" decoding="async" class="alignleft wp-image-59505 size-medium" src="https://futurumcareers.com/wp-content/uploads/2026/02/Christin-Salley-brochure-HR_1-212x300.jpg" alt="" width="211" height="300" /></a></p>
<p>&nbsp;</p>
<p>&nbsp;</p>
<p>Discover how infrastructure systems engineers are also developing AI for disaster responses: </p>
<p><a href="https://futurumcareers.com/building-community-resilience-for-disaster-response" rel="noopener">futurumcareers.com/building-community-resilience-for-disaster-response</a></div>
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<p>The post <a href="https://futurumcareers.com/building-better-ai-how-are-computer-scientists-improving-ai-systems">Building better AI: how are computer scientists improving AI systems?</a> appeared first on <a href="https://futurumcareers.com">Futurum</a>.</p>
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		<title>Our aim is to champion young people</title>
		<link>https://futurumcareers.com/our-aim-is-to-champion-young-people?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=our-aim-is-to-champion-young-people</link>
		
		<dc:creator><![CDATA[Admin]]></dc:creator>
		<pubDate>Thu, 28 May 2026 11:44:06 +0000</pubDate>
				<category><![CDATA[Career Guide]]></category>
		<guid isPermaLink="false">https://futurumcareers.com/?p=25548207</guid>

					<description><![CDATA[<p>Discover how Youth Employment UK is helping young people access employment and training opportunities.</p>
<p>The post <a href="https://futurumcareers.com/our-aim-is-to-champion-young-people">Our aim is to champion young people</a> appeared first on <a href="https://futurumcareers.com">Futurum</a>.</p>
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					<h1 class="entry-title">Our aim is to champion young people</h1>
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				<div class="et_pb_text_inner">Published: </div>
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				<div class="et_pb_text_inner"><p>In the current uncertain economic climate, many young people are struggling to find employment. Baz Ramaiah, Director of Policy and Research at <a href="https://www.youthemployment.org.uk/">Youth Employment UK</a>, tells us about the challenges young people are facing and the support the organisation is providing to ensure all young people can access and thrive in the world of work.</p></div>
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				<div class="et_pb_module et_pb_text et_pb_text_58  et_pb_text_align_left et_pb_bg_layout_light">
				
				
				
				
				<div class="et_pb_text_inner"><p><strong><img loading="lazy" decoding="async" class="wp-image-25548209 alignleft " src="https://futurumcareers.com/wp-content/uploads/2026/05/Baz-Ramaiah-300x300.png" alt="" width="138" height="138" />What </strong><strong>is Youth Employment UK’s mission? </strong></p>
<p>Youth Employment UK is the UK’s national body for youth employment. Our social mission is to ensure all young people, no matter their background, can access and thrive in the world of work. This also means ensuring they have access to the necessary education and training to prepare them for employment.</p>
<p><strong>How do you achieve your mission? </strong></p>
<p>We work with young people, employers and the government to understand what barriers young people face and develop solutions to overcome them. For young people, we provide a wealth of resources and support to help them identify and access training and employment opportunities. We work with employers to help them become more youth-friendly – both in terms of how they create employment and training opportunities for young people, and then how they support young people once they are in work. We also do a lot of research and policy work, which I lead. We conduct research by surveying young people and employers and analysing government policies. A key part of this research comes through our annual Youth Voice Census. The aim is to provide the evidence to advocate for system-wide policy change, ensuring that future policies have young people at their heart.</p>
<p><strong>What is the Youth Voice Census? </strong></p>
<p>Our <a href="https://www.youthemployment.org.uk/youth-voice-census/">Youth Voice Census</a> is the largest annual survey of young people in the country. It captures their experiences of and attitudes towards education and employment. We also ask their opinions about their local area, as this has a massive influence in shaping the education and employment opportunities they have access to.</p></div>
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				<div class="et_pb_text_inner"><p>The 2026 Youth Voice Census is currently open and closes on 14th June. Share your voice at: <a href="https://www.youthemployment.org.uk/youth-voice-census/">youthemployment.org.uk/youth-voice-census</a></p></div>
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				<a href="https://futurumcareers.com/Youth-Employment-UK.pdf" target="_blank"><span class="et_pb_image_wrap "><img loading="lazy" decoding="async" width="212" height="300" src="https://futurumcareers.com/wp-content/uploads/2026/05/Youth-Employment-UK-Changemakers-HR_1-212x300.jpg" alt="" title="Youth Employment UK (Changemakers) HR_1" class="wp-image-25548217" /></span></a>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 18pt;"><a href="https://futurumcareers.com/Youth-Employment-UK.pdf" target="_blank" rel="noopener noreferrer"><span style="color: #000000;"><strong>Download this resource</strong></span></a></span></p></div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/Youth-Employment-1024x683.jpg" class="et_pb_lightbox_image" title=""><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="683" src="https://futurumcareers.com/wp-content/uploads/2026/05/Youth-Employment-1024x683.jpg" alt="" title="Youth Employment" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/Youth-Employment-1024x683.jpg 1024w, https://futurumcareers.com/wp-content/uploads/2026/05/Youth-Employment-980x654.jpg 980w, https://futurumcareers.com/wp-content/uploads/2026/05/Youth-Employment-480x320.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25548210" /></span></a>
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				<div class="et_pb_text_inner"><p>Youth Employment UK helps young people find employment and training opportunities and runs the annual Youth Voice Census to capture young people’s opinions about education and employment.</p></div>
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				<div class="et_pb_text_inner"><p>In 2025, over 9000 young people aged 11 to 30 responded to the Youth Voice Census. They came from diverse backgrounds from across the UK and represented people in school, college, university, apprenticeships, employment and those not in education, employment or training (NEET).</p>
<p>Every year, we update the questions slightly to reflect changes in society and government policy. For example, in the 2026 census we have included more questions about young people’s experiences of technology and AI and their concerns about the cost of living. We use the huge volume of data we generate from the census to amplify young people’s voices in policy conversations.</p>
<p><strong>Why is work experience so important for young people? </strong></p>
<p>In the 2025 census, over 50% of young people reported that their main barrier to getting into work was a lack of work experience. And the employers we work with also highlight that a candidate’s lack of experience is their main barrier to hiring young people.</p>
<p>Our research has shown that work experience opportunities are crucial for getting young people into employment, as well as allowing them to gain an understanding of what the world of work looks like and helping them figure out what they want to do.</p>
<p>However, access to work experience is shrinking. Last year, only 26% of surveyed young people in education took part in work experience. As employers feel the financial pinch, they find it harder to create capacity to take on young people for work experience. To try and address this, we support employers to make the most out of resources that will help them create work experience opportunities for young people.</p>
<p>Access to careers advice is also decreasing, with only 30% of secondary students receiving careers lessons and only 23% meeting employers through school. Careers education, work experience and employer engagement are the bridges into work, but each is in decline. Students who are Black, receive free school meals or have additional needs, along with NEET young people, are consistently the least supported, leaving the young people who most need opportunity with the least access to it.</p>
<p><strong>What challenges do young people face when looking for employment?</strong></p>
<p>Young people from disadvantaged backgrounds are more likely to experience physical and mental health issues and are less likely to have high-quality services in their local area to provide health support, financial support or access to work.</p>
<p>These issues can compound in any given individual, especially in the uncertain economic climate of today. NEET young people often sit at the intersection of complex individual factors, where family circumstances, physical and mental health issues, educational experiences, and availability of opportunities and support in their local area all create challenges to accessing work and training.</p>
<p>When young people are not in education, employment or training, this is usually not for a lack of trying. Many NEET people reported engaging in dozens of different routes towards finding a job in the previous 12 months, but without success.</p>
<p>In addition to the difficult job market, mental health adds another challenge, with 30% of NEET people reporting that anxiety is one of their biggest barriers to applying for and securing a job. For young people who experience anxiety, the process of applying for a job can make them feel more anxious. And this anxiety can increase if they apply for a job and never hear back from the company.</p>
<p>The current economic climate means that the number of job vacancies is down 15% compared to the same time last year, and the number of redundancies is up 10%. This means the total number of job opportunities is shrinking while the number of people looking for work is growing, leading to a more competitive job market. This also means young people with less experience are having to compete with more experienced workers who are looking for new roles.</p>
<p>There is a lot of economic precarity for young people at the moment, which increases their stress and anxiety about being out of work. Almost every year in the census data, one in five young people report that making ends meet is a significant concern for them. And this adds to the pressure of finding work in a competitive market.</p>
<p>This is why interventions and programmes such as the government’s national Youth Guarantee are really important for increasing opportunities for young people and reducing competition with more experienced people in the job market, thereby making work more accessible for young people.</p>
<p><strong>How has Youth Employment UK contributed to the Youth Guarantee?</strong></p>
<p>We work closely with a lot of people in government, and the government has recognised that there has been a failure to incentivise employers to offer more employment and training opportunities to young people. Thanks to our work and the evidence we have provided through our research, the government has now adopted the national <a href="https://www.youthemployment.org.uk/uk-government-announces-national-youth-guarantee/">Youth Guarantee</a> which provides funding to employers to create work experience opportunities for young people as well as youth hubs for young people to access local support and youth job programmes.</p>
<p>Now, our concern is to make sure the Youth Guarantee is delivered effectively in a way that builds on the evidence of impact that we have provided from our surveys and research. We will monitor the programmes over the coming years to ensure they are iteratively improved and are successful at achieving their aims.</p>
<p><strong>What other policies is Youth Employment UK supporting?</strong></p>
<p>We made various policy recommendations after the 2024 census, and we’re delighted to see that many of them have been taken up by local and national governments and employers! In addition to rolling out the Youth Guarantee, we want to ensure there is a sustainable funding mechanism behind it to support the employers who are providing opportunities for young people. Underneath and supporting that, we want to ensure there is a strong social safety net for young people, in terms of access to public transport, housing and mental health support, which could help to eliminate a lot of the barriers that many people face to accessing education, employment and training opportunities.</p>
<p><strong>What else does Youth Employment UK do?</strong></p>
<p>Our aim is to champion young people by sharing their voices. Young people want to work; they just need opportunities to do so. So, we are supporting campaigns to highlight the benefits young people can bring to employers.</p>
<p>We have so much on our <a href="https://www.youthemployment.org.uk/">website</a>! We’ve been working with young people and employers for years and have built up a huge range of resources, all of which are free to access. Our ‘opportunity finder’ is a one-stop-shop where young people can search for training and employment opportunities in their local area. We provide free skills training courses, along with careers guides, advice about writing CVs and tips about how to manage mental health with directions for where to look for professional support. We also provide careers advice for parents and carers as well as careers lesson plans for teachers.</p>
<p>We have so much to share with young people to support them through education and training and into employment.</p></div>
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				<div class="et_pb_text_inner"><span style="font-size: x-large;">Connect with Youth Employment UK</span></p>
<p><a href="https://www.youthemployment.org.uk">youthemployment.org.uk</a></p>
<p><a href="https://www.facebook.com/YouthEmploymentUK"><img loading="lazy" decoding="async" class="alignnone " src="https://futurumcareers.com/wp-content/uploads/2021/12/Untitled2.png" width="26" height="26" /> facebook.com/YouthEmploymentUK</a></p>
<p><a href="https://www.linkedin.com/company/youth-employment-uk/" data-wp-editing="1"><img loading="lazy" decoding="async" class=" alignnone" src="https://futurumcareers.com/wp-content/uploads/2021/12/Untitled-1.jpg" alt="" width="24" height="24" /> linkedin.com/company/youth-employment-uk/</a></p>
<p><a href="https://x.com/yeuk2012" target="_blank" rel="noopener"><img loading="lazy" decoding="async" class="alignnone wp-image-51435 size-full" src="https://futurumcareers.com/wp-content/uploads/2023/03/twitter.png" alt="" width="20" height="20" /></a><a href="http://x.com/yeuk2012" target="_blank" rel="noopener"> x.com/yeuk2012</a></p>
<p><a href="https://www.instagram.com/youthemploymentuk/" target="_blank" rel="noopener"><img loading="lazy" decoding="async" class="alignnone wp-image-43670 " src="https://futurumcareers.com/wp-content/uploads/2022/01/Instagram_logo_2016.png" alt="" width="20" height="20" /></a><a href="https://www.instagram.com/youthemploymentuk/" target="_blank" rel="noopener"> Instagram/youthemploymentuk</a></div>
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<p>Find careers advice from the University of London Careers Service:<br />
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<p>The post <a href="https://futurumcareers.com/our-aim-is-to-champion-young-people">Our aim is to champion young people</a> appeared first on <a href="https://futurumcareers.com">Futurum</a>.</p>
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		<title>Caught in the algorithm: exploring smartphone use in young people</title>
		<link>https://futurumcareers.com/caught-in-the-algorithm-exploring-smartphone-use-in-young-people?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=caught-in-the-algorithm-exploring-smartphone-use-in-young-people</link>
		
		<dc:creator><![CDATA[Admin]]></dc:creator>
		<pubDate>Wed, 27 May 2026 11:47:09 +0000</pubDate>
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					<description><![CDATA[<p>What are the factors behind teenagers’ problematic smartphone use?</p>
<p>The post <a href="https://futurumcareers.com/caught-in-the-algorithm-exploring-smartphone-use-in-young-people">Caught in the algorithm: exploring smartphone use in young people</a> appeared first on <a href="https://futurumcareers.com">Futurum</a>.</p>
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					<h1 class="entry-title">Caught in the algorithm: exploring smartphone use in young people</h1>
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				<div class="et_pb_text_inner">Published: </div>
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				<div class="et_pb_text_inner"><p>Many of us spend more time on our phones than we would like. The compulsion to check social media, watch a new reel, or keep on scrolling is hard to resist, and there is growing evidence that this is having negative effects on our health. Young people, whose brains are still developing, are potentially especially at risk. At the <a href="https://www.uqtr.ca/index.shtml">Université du Québec à Trois-Rivières</a> in Canada, <a href="https://oraprdnt.uqtr.uquebec.ca/portail/genw050r.page_perso?owa_no_personne=829238&amp;owa_contexte=$546-25">Dr Roseane de Fátima Guimarães</a> is examining the relationships between young people and their phones, and how we can make them healthier.</p></div>
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				<div class="et_pb_text_inner"><h2>Talk like a dietitian a health and physical education researcher</h2>
<p><strong>Biostatistician – </strong>someone who performs statistical analyses on data collected from medical and biological studies</p>
<p><strong>Dopamine – </strong>a chemical messenger made in the brain that gives feelings of pleasure and satisfaction, among many other roles</p>
<p><strong>Prefrontal cortex – </strong>the front part of the brain that helps manage thinking, emotions and behaviour</p>
<p><strong>Problematic smartphone use (PSU) – </strong>the compulsive use of smartphones that disrupts an individual’s daily life, work and relationships</p>
<p><strong>Socio-demographic characteristics – </strong>attributes that can be used to segment populations in different ways, such as age, gender, education level and income</p></div>
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				<div class="et_pb_text_inner"><p>Many people spend hours a day on their smartphones – but where is the line drawn between healthy and problematic levels of use? “Problematic smartphone use, or PSU, is broadly defined as a compulsive pattern of smartphone use that interferes with daily functioning, work or academic performance, and social relationships,” says Dr Roseane de Fátima Guimarães of the Université du Québec à Trois-Rivières. “Specifically, this might include difficulty concentrating on other tasks, using a device longer or more frequently than intended, or physical signs of overuse, such as wrist or neck pain.”</p>
<p>PSU appears to be on the rise, and many people are worried about its effect on society, especially the negative impact it is having on young people. Roseane is spearheading a landmark study to investigate PSU in young people, drawing on a wide range of data to understand the factors that might make youngsters vulnerable to PSU, as well as the effects of PSU on their well-being. Her research could lead to strong, evidence-based recommendations for addressing PSU at every level, from individual decisions to public policy.</p>
<p><strong>Teenage troubles </strong></p>
<p>Children and teenagers are potentially particularly vulnerable to the temptations that smartphones offer – and the long-term effects on health and development. “At these ages, the brain is still developing and is highly plastic,” says Roseane. “The adolescent brain has a strong desire for rewards, limited behavioural control and a high sensitivity to experiences.” In particular, the prefrontal cortex, responsible for behavioural control and decision-making, is still maturing.</p>
<p>“The younger brain is particularly sensitive to dopamine,” says Roseane. “As a result, smartphone and social media use may feel especially appealing.” This means that teenagers may find it especially challenging to regulate smartphone use, given it provides a readily accessible dopamine fix. “It’s not surprising that adolescents may use their smartphones excessively, even when they are aware that it may negatively affect their health,” says Roseane.</p>
<p><strong>SMARTKids Québec </strong></p>
<p>To learn more about PSU and how to address it, Roseane has been piloting the SMARTKids Québec study, which explores the factors associated with PSU in young people. “The study includes presenting 250 students from primary and secondary schools in Québec with a wide-ranging questionnaire,” she explains. “Questions cover areas such as socio-demographic characteristics, smartphone habits, physical activity, sleep duration, depression and anxiety, self-esteem and academic performance.”</p>
<p>Once they have collected the data, Roseane and her team analyse them with the help of a biostatistician. “The team organises and prepares the databases and develops a detailed analysis plan for each research question,” explains Roseane. “The biostatistician ensures that the data structure is high-quality and that the statistical methods we use are appropriate.” The study takes advantage of a pivotal policy moment: since the 2025 academic year, Québec has banned smartphones in schools – creating unique ‘before and after’ scenarios that can capture how the ban affects PSU.</p>
<p><strong>The chicken and the egg </strong></p>
<p>Roseane and her team have uncovered many interconnected factors that appear associated with PSU. “Psychological vulnerabilities such as depression or anxiety can lead adolescents to use smartphones as a coping mechanism,” says Roseane. “Sleep problems often reinforce excessive use, while developmental factors make adolescents more vulnerable due to their still-developing self-control.” There are plenty of other factors too: families with poor communication, parental conflict, or family members with heavy smartphone use all increase the risk of PSU, while supportive relationships reduce it. “Lifestyle habits like low physical activity, high recreational screen time and sedentary behaviour all further contribute, as does gender, with screen time higher amongst boys than girls,” says Roseane. “Overall, it’s clear that PSU arises from the interaction of many psychological, social and behavioural factors, rather than a single cause.”</p>
<p>The team is also drawing conclusions about how PSU affects participants’ quality of life. “Impacts affect both physical and mental health, as well as academic performance,” says Roseane. “Impaired concentration, memory and attention are all common.” It also appears that PSU may lead to sleep problems and sedentary behaviour – which raises the ‘chicken-and-egg’ question. “It’s difficult to determine cause and effect,” says Roseane. “PSU may worsen these issues, or it may be that youth already experiencing these issues are more likely to engage in PSU.”</p>
<p><strong>Tackling PSU </strong></p>
<p>Addressing this dilemma is one key focus for the next stage of the team’s work. Québec’s smartphone ban in schools may help tease out these relationships, given that smartphone use is expected to drop overall, and is something that team member and PhD student Robin Chaverot is investigating for his thesis. “We will focus on the factors most closely associated with PSU, such as disrupted sleep, academic performance and mental health symptoms,” explains Robin. “This will help us identify both risk and protective factors to guide evidence-based recommendations.” The team is also well-aware of newer technologies that are changing how teenagers interact with the world. “We anticipate expanding our scope to include AI chatbots,” says Robin. “These are increasingly relevant for public health and likely to soon come under regulation.”</p></div>
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				<a href="https://futurumcareers.com/Roseane-de-Fatima-Guimaraes-brochure.pdf" target="_blank"><span class="et_pb_image_wrap "><img loading="lazy" decoding="async" width="212" height="300" src="https://futurumcareers.com/wp-content/uploads/2026/05/Roseane-de-Fatima-Guimaraes-brochure-HR_1-212x300.jpg" alt="" title="Roseane de Fátima Guimarães brochure HR_1" class="wp-image-25548169" /></span></a>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 18pt;"><a href="https://futurumcareers.com/Roseane-de-Fatima-Guimaraes-brochure.pdf" target="_blank" rel="noopener noreferrer"><span style="color: #000000;"><strong>Download the article</strong></span></a></span></p></div>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 16pt;"><strong>Reference</strong></span><br />https://doi.org/10.33424/FUTURUM689</p></div>
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				<a href="https://futurumcareers.com/Roseane-de-Fatima-Guimaraes-activity-sheet.pdf" target="_blank"><span class="et_pb_image_wrap "><img loading="lazy" decoding="async" width="212" height="300" src="https://futurumcareers.com/wp-content/uploads/2026/05/Roseane-de-Fatima-Guimaraes-activity-sheet-HR_1-212x300.jpg" alt="" title="Roseane de Fátima Guimarães activity sheet HR_1" class="wp-image-25548161" /></span></a>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 18pt;"><a href="https://futurumcareers.com/Roseane-de-Fatima-Guimaraes-activity-sheet.pdf" target="_blank" rel="noopener noreferrer"><span style="color: #ec6835;"><strong>Link to the activity sheet</strong></span></a></span></p></div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/1-1-1024x683.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="683" src="https://futurumcareers.com/wp-content/uploads/2026/05/1-1-1024x683.jpg" alt=" " title="1." srcset="https://futurumcareers.com/wp-content/uploads/2026/05/1-1-1024x683.jpg 1024w, https://futurumcareers.com/wp-content/uploads/2026/05/1-1-980x653.jpg 980w, https://futurumcareers.com/wp-content/uploads/2026/05/1-1-480x320.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25548157" /></span></a>
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				<div class="et_pb_text_inner">A typical recess period before phone bans in schools</div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/2-1.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="640" height="480" src="https://futurumcareers.com/wp-content/uploads/2026/05/2-1.jpg" alt=" " title="2." srcset="https://futurumcareers.com/wp-content/uploads/2026/05/2-1.jpg 640w, https://futurumcareers.com/wp-content/uploads/2026/05/2-1-480x360.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) 640px, 100vw" class="wp-image-25548158" /></span></a>
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				<div class="et_pb_text_inner">Wearable devices that collect objective data on physical activity, sedentary behaviour and sleep</div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/3-1.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="480" height="640" src="https://futurumcareers.com/wp-content/uploads/2026/05/3-1.jpg" alt=" " title="3." srcset="https://futurumcareers.com/wp-content/uploads/2026/05/3-1.jpg 480w, https://futurumcareers.com/wp-content/uploads/2026/05/3-1-225x300.jpg 225w" sizes="(max-width: 480px) 100vw, 480px" class="wp-image-25548159" /></span></a>
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				<div class="et_pb_text_inner">An active open hallway encouraging active recess periods </div>
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				<div class="et_pb_text_inner">The Laboratoire Habitudes de Vie Enfants et Adolscents team under Dr Roseane de Fátima Guimarães’ supervision</div>
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				<span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="300" height="97" src="https://futurumcareers.com/wp-content/uploads/2026/05/Logo-GIRAS-300x97.jpg" alt="" title="Logo GIRAS" class="wp-image-25548165" /></span>
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				<div class="et_pb_text_inner"><p>In the meantime, Roseane has some advice for young people who are worried about their smartphone use. “Try setting limits on social media use and prioritising real-world activities like physical exercise, outdoor walks and meeting friends in person,” she says. “Build your self-regulation skills, develop healthy routines and nurture supportive family or peer environments.”</p></div>
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				<div class="et_pb_text_inner"><p><strong><img loading="lazy" decoding="async" class="wp-image-25548171 alignleft size-full" src="https://futurumcareers.com/wp-content/uploads/2026/05/roseane.png" alt="" width="243" height="251" />Dr Roseane de Fátima Guimarães, PhD<br /></strong>Research Chair on Youth Lifestyle Habits and Health, Department of Physical Activity Sciences, Université du Québec à Trois-Rivières, Canada</p>
<p><strong>Field of research: </strong>Health and physical education</p>
<p><strong>Research project: </strong>Exploring determinants and factors associated with problematic smartphone use among youth</p>
<p><strong>Funders: </strong>Social Sciences and Humanities Research Council of Canada (SSHRC); Research Network on Cardiometabolic Health, Diabetes and Obesity; Ministère de l’Éducation du Loisir et du Sport in Québec; Fondation de l’Université du Québec</p></div>
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				<div class="et_pb_text_inner"><h2>About health and physical education</h2>
<p>Health and physical education is a broad field, focusing on educating different groups of people – from the general public through to policymakers – about how to look after their health and physical fitness.</p>
<p>Interdisciplinarity is critical and is becoming ever-more ingrained in the field. “Combining exercise science, nutrition and psychology, for example, creates opportunities to develop innovative programmes and interventions that can have a real impact on communities,” says Roseane.</p>
<p>The world is always changing, both in terms of technology and societal priorities. “Wearable devices and AI tools allow us to collect and analyse data in ways and scales that were never before possible,” says Roseane. “There is also growing emphasis on mental health and social determinants of health, which opens up new avenues for research.” New tools and knowledge are creating a rich arena for future research opportunities in the field.</p>
<p>Educating others is what motivates Roseane and her research. “The moment of knowledge transfer, when our findings change into something meaningful for people, is incredibly fulfilling,” she says. “On a more personal level, seeing a student graduate is also deeply rewarding, because it shows the impact of mentorship and education alongside research.”</p></div>
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				<div class="et_pb_text_inner"><h2>Pathway from school to health and physical education research</h2>
<p>Roseane recommends building a strong foundation in biology, chemistry and physical education at school.</p>
<p>At college, courses such as exercise science, anatomy, physiology, psychology, nutrition and research techniques can all build appropriate knowledge.</p>
<p>Roseane highlights gaining a university degree in physical education, kinesiology or health sciences as a useful pathway. Other subjects such as motor learning, public health and epidemiology can provide valuable expertise in the field too.</p></div>
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				<div class="et_pb_text_inner"><h2>Explore careers in health and physical education research</h2>
<p>Roseane recommends seeking practical experience via internships, volunteer programmes or community health projects.</p>
<p>Connecting with professional organisations can provide rich resources, networks and opportunities. For instance, <a href="https://phecanada.ca/">PHE Canada</a> provides a huge range of physical and health education learning activities.</p>
<p>ParticipACTION is a Canadian charity that promotes physical activity. Its <a href="https://www.participaction.com/">website</a> provides a wide range of resources to help you understand the underlying science and connect with professionals.</p></div>
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				<div class="et_pb_text_inner"><h2>Meet Roseane</h2>
<p><strong><img loading="lazy" decoding="async" class="alignleft  wp-image-25548171" src="https://futurumcareers.com/wp-content/uploads/2026/05/roseane.png" alt="" width="176" height="182" />As a child, I enjoyed playing piano and bass</strong>. I also loved swimming and spending time outdoors. My secondary school biology teacher, who was also passionate about sports, greatly influenced me through nurturing my interest in human physiology and how the body works. That inspired me to pursue a career in physical education.</p>
<p><strong>I worked as a physical education teacher</strong> in schools in Brazil. This experience shaped my career; I saw first-hand how many children, especially adolescents, were not active enough. This inspired me to pursue a master’s degree on how physical activity and sedentary behaviour impact children’s and teenagers’ cardiometabolic health.</p>
<p><strong>My master’s research revealed a need for intervention</strong>. Adolescents consistently had the poorest profiles across many age groups. This became the foundation of my PhD project: a school-based programme designed to improve health indicators and promote healthier lifestyles among adolescents.</p>
<p><strong>To pursue my postdoctoral training</strong>, I moved to Canada. In the final year of my postdoc, I secured a professor position – a proud career moment. I am also proud of building a strong research team and obtaining funding so we can conduct high-quality research.</p>
<p><strong>I aim to provide high-quality training</strong> for my students to prepare them for their careers. I want to continue building strong, applicable research and develop recommendations to promote healthy lifestyles in children and youth. I want to help people improve their well-being and overall balance in daily life.</p>
<p><strong>I try to maintain an active lifestyle myself</strong>. It keeps me fit and helps me disconnect and recharge. I also value spending time with family, which helps me maintain balance.</p></div>
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				<div class="et_pb_text_inner"><h2>Roseane’s top tips</h2>
<p><strong>1.</strong> Stay curious and step out of your comfort zone.</p>
<p><strong>2.</strong> Seek opportunities for exchange experiences – they are incredibly enriching.</p>
<p><strong>3.</strong> Networking, collaborating and meeting new people can open new perspectives and help shape your career.</p></div>
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				<div class="et_pb_text_inner"><h2>Meet Robin</h2>
<p><strong><img loading="lazy" decoding="async" class="wp-image-25548170 alignleft " src="https://futurumcareers.com/wp-content/uploads/2026/05/robi-300x300.png" alt="" width="185" height="185" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/robi-300x300.png 300w, https://futurumcareers.com/wp-content/uploads/2026/05/robi-150x150.png 150w, https://futurumcareers.com/wp-content/uploads/2026/05/robi.png 340w" sizes="(max-width: 185px) 100vw, 185px" />Robin Chaverot, <br /></strong>PhD student, Interdisciplinary Doctoral Program in Health and Society, <br />Université du Québec à Trois-Rivières</p>
<p><strong>During high school, I studied marketing</strong>. I discovered strategies to influence the brain, with the objective of encouraging users to consume – known as neuromarketing. These days, I am studying closely related fields.</p>
<p><strong>I entered university in the field of sport sciences</strong>. I quickly developed a passion for physical education and health. After a few years working in education and knowledge sharing about good sporting practices and healthy lifestyle habits, I decided to pursue research.</p>
<p><strong>I have always been interested in the mechanisms</strong> behind the addictive power of technologies. Research into the effects of television on neurological and psychological indicators of health fascinates me. As digital tools have become ever-more prevalent, my interest in their relationship with our health and how they are regulated has only grown.</p>
<p><strong>It’s important to be passionate about one’s research</strong>. Research is a long-term commitment; it requires close collaboration, organisation, leadership and motivation. Key to success is continuing to learn. A doctoral student must master research methodology, statistics, scientific writing and dissemination of knowledge, among many other skills.</p>
<p><strong>Undertaking my PhD allowed me to migrate to Canada</strong>. Here, I discovered a new university, a new research laboratory and a very different way of working. This doctoral programme has allowed me to collaborate with people from diverse backgrounds – a hugely formative experience, both professionally and personally. Meeting new people at conferences and various scientific events is highly enriching for an academic career.</p>
<p><strong>After my PhD, I want to become a teacher-researcher in academia</strong>. My goal is to continue to conduct research projects while teaching students. Above all, I hope to keep contributing to the expansion of scientific knowledge on screen use, and to help build recommendations for public health authorities.</p></div>
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				<div class="et_pb_text_inner"><h2>Robin’s top tips</h2>
<p><strong>1.</strong> Trust yourself.</p>
<p><strong>2.</strong> Do not give up when you encounter obstacles.</p></div>
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				<div class="et_pb_text_inner"><p><span style="font-size: x-large;"><strong>Do you have a question for Roseane and Robin?</strong></span><br />Write it in the comments box below and they will get back to you. (Remember, researchers are very busy people, so you may have to wait a few days.)</p></div>
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				<div class="et_pb_text_inner"><a href="https://futurumcareers.com/staying-on-track-how-do-teenage-athletes-choose-what-to-eat"><img loading="lazy" decoding="async" class="alignleft wp-image-59505 size-medium" src="https://futurumcareers.com/wp-content/uploads/2026/02/Tamara-Cohen-brochure-HR_1-212x300.jpg" alt="" width="211" height="300" /></a></p>
<p>&nbsp;</p>
<p>&nbsp;</p>
<p>Learn more about research into teenage lifestyles:</p>
<p><a href="https://futurumcareers.com/staying-on-track-how-do-teenage-athletes-choose-what-to-eat" rel="noopener">futurumcareers.com/staying-on-track-how-do-teenage-athletes-choose-what-to-eat</a></div>
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<p>The post <a href="https://futurumcareers.com/caught-in-the-algorithm-exploring-smartphone-use-in-young-people">Caught in the algorithm: exploring smartphone use in young people</a> appeared first on <a href="https://futurumcareers.com">Futurum</a>.</p>
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		<title>Noise complaints: how statistical innovations are cleaning up noisy data</title>
		<link>https://futurumcareers.com/how-statistical-innovations-are-cleaning-up-noisy-data?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=how-statistical-innovations-are-cleaning-up-noisy-data</link>
		
		<dc:creator><![CDATA[Admin]]></dc:creator>
		<pubDate>Tue, 26 May 2026 14:22:45 +0000</pubDate>
				<category><![CDATA[Articles]]></category>
		<guid isPermaLink="false">https://futurumcareers.com/?p=25548136</guid>

					<description><![CDATA[<p>Dr Catia Scricciolo is developing statistical methods to help scientists process ‘noisy’ data</p>
<p>The post <a href="https://futurumcareers.com/how-statistical-innovations-are-cleaning-up-noisy-data">Noise complaints: how statistical innovations are cleaning up noisy data</a> appeared first on <a href="https://futurumcareers.com">Futurum</a>.</p>
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					<h1 class="entry-title">Noise complaints: how statistical innovations are cleaning up noisy data</h1>
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				<div class="et_pb_text_inner"><p>Scientific data are rarely clean and clear. Often, they are blurred or distorted by ‘noise’ – random disturbances that get mixed in with real data and make them difficult to interpret. Thankfully, statisticians like <a href="https://www.dse.univr.it/?ent=persona&amp;id=33023">Dr Catia Scricciolo</a> from the <a href="https://www.univr.it/it/home">University of Verona</a> in Italy are developing methods to counteract the problem, drawing on mathematical optimisation and probability to remove this noise and reveal the signals it was hiding.</p></div>
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				<div class="et_pb_text_inner"><h2>Talk like a statistician</h2>
<p><strong>Deconvolution – </strong>a mathematical method used to recover the original signal from data degraded by noise</p>
<p><strong>Distribution – </strong>a function that describes the relative frequency of different outcomes in a dataset</p>
<p><strong>Noise – </strong>in data analysis, the random fluctuations, measurement errors, or irrelevant information in a dataset that are not part of the underlying true signal and can obscure meaningful patterns</p>
<p><strong>Optimisation – </strong>the process of finding the optimal solution to a mathematical problem</p>
<p><strong>Regularisation term – </strong>a component in a model that prevents the model from trying to fit every fluctuation in the data</p>
<p><strong>Wasserstein metric – </strong>a way to define the distance between two probability distributions</p></div>
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				<div class="et_pb_text_inner"><p>Imagine taking a photo with an unsteady hand. Your picture comes out blurry due to the shaking of the camera. “In theory, if you knew (or could guess) how the camera shook, you could digitally process the photo to remove the blur and get a sharp image,” says Dr Catia Scricciolo, a statistician at the University of Verona. “The same principle applies to removing the ‘blur’ from data, via a process called deconvolution.”</p>
<p>This is an important principle for virtually every scientific field. Blurry data can hide meaningful trends, which undermines scientific progress. So, statisticians have been working out how to counteract blurry data using the mathematical process of deconvolution. But doing so reliably, especially since randomness is involved, takes careful and innovative thought. Catia works on exactly this challenge, exploring how statistical methods can minimise the effects of noise and reveal the meaningful information within a dataset.</p>
<p><strong>Blurry data </strong></p></div>
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				<a href="https://futurumcareers.com/Catia-Scricciolo_Research-Summary.pdf" target="_blank"><span class="et_pb_image_wrap "><img loading="lazy" decoding="async" width="724" height="1024" src="https://futurumcareers.com/wp-content/uploads/2026/05/Catia-Scricciolo_Research-Summary-HR_1-724x1024.jpg" alt="" title="Catia Scricciolo_Research Summary HR_1" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/Catia-Scricciolo_Research-Summary-HR_1-724x1024.jpg 724w, https://futurumcareers.com/wp-content/uploads/2026/05/Catia-Scricciolo_Research-Summary-HR_1-480x679.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) 724px, 100vw" class="wp-image-25548140" /></span></a>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 18pt;"><a href="https://futurumcareers.com/Catia-Scricciolo_Research-Summary.pdf" target="_blank" rel="noopener noreferrer"><span style="color: #000000;"><strong>Download the article</strong></span></a></span></p></div>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 16pt;"><strong>Reference</strong></span><br />https://doi.org/10.33424/FUTURUM700</p></div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/Deconvolution-methods-allow-1024x657.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="657" src="https://futurumcareers.com/wp-content/uploads/2026/05/Deconvolution-methods-allow-1024x657.jpg" alt=" " title="Deconvolution methods allow" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/Deconvolution-methods-allow-1024x657.jpg 1024w, https://futurumcareers.com/wp-content/uploads/2026/05/Deconvolution-methods-allow-980x629.jpg 980w, https://futurumcareers.com/wp-content/uploads/2026/05/Deconvolution-methods-allow-480x308.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25548138" /></span></a>
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				<div class="et_pb_text_inner"><p>Deconvolution methods allow astronomers to generate sharp images of the universe&#8230;</p>
<p>© Triff/Shutterstock.com</p></div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/and-doctors-to-1024x540.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="540" src="https://futurumcareers.com/wp-content/uploads/2026/05/and-doctors-to-1024x540.jpg" alt=" " title="and doctors to" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/and-doctors-to-1024x540.jpg 1024w, https://futurumcareers.com/wp-content/uploads/2026/05/and-doctors-to-980x517.jpg 980w, https://futurumcareers.com/wp-content/uploads/2026/05/and-doctors-to-480x253.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25548139" /></span></a>
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				<div class="et_pb_text_inner"><p>&#8230;and doctors to generate clear medical images.</p>
<p>© Gorodenkoff/Shutterstock.com</p></div>
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				<div class="et_pb_text_inner"><p>When scientists record data – whether astronomers are measuring stars, medical personnel are taking MRI scans, or physicists are measuring subatomic particles – their results are rarely squeaky clean. This makes it difficult to see the true signal through the blur. “In science, ‘blur’ comes from equipment limitations, physical effects or interference, as well as random noise,” says Catia. “To counter this, scientists use deconvolution – a process that mathematically recovers the original clear signal from the blurred measurement.”</p>
<p>When astronomers look up at the night sky using telescopes here on Earth, the atmosphere bends light randomly, which is why stars appear to twinkle. When biologists look at cells under the microscope, all the parts of the three-dimensional cell that are not in the targeted two-dimensional plane show up as out-of-focus haze. “We can use deconvolution to turn blurry, hard-to-interpret data like these into sharper, more useful information,” says Catia. “Mathematically speaking, this involves estimating the original signal by undoing the effects of an unknown or partially known blurring process.”</p>
<p><strong>Noise: the enemy of deconvolution </strong></p>
<p>But deconvolution becomes trickier when the blurring is caused by random, unpredictable effects. “This type of unwanted, random disturbance is called noise,” explains Catia. “Noise makes deconvolution much harder, and sometimes impossible.” The more noise there is, the harder it is to decide what is signal and what is just random, limiting what can be recovered. Ideally, noise is minimised when the measurements are taken, but this is not always possible. “Because noise is random, you can never be completely sure which parts of your observation are the original signal and which are just noise,” says Catia. “So, deconvolution can give you an estimate of the truth, but not the exact truth.”</p>
<p>Thankfully, statisticians have some nifty tricks up their sleeves to help with deconvolution for noisy data. “The Wasserstein metric defines a distance between probability distributions,” says Catia. “In plainer language, it’s a way to focus on the overall shape of a distribution of data, rather than getting caught up in the ‘bumps’ caused by noise.” Catia studies Wasserstein deconvolution through a mix of mathematics and probability. “I use mathematical optimisation to find the original distribution that best explains the noisy data,” she says. “The Wasserstein metric then acts as a score that measures how far my guess is from the truth.” Catia also adds in a regularisation term that forces a recovered distribution to smooth out any wiggles that are likely to be due to noise rather than actual quirks in the data. “All together, these methods turn messy, noisy data into a clean estimate of the original distribution,” she says.</p>
<p><strong>Helping out scientists </strong></p>
<p>Catia’s research is improving the reliability of Wasserstein deconvolution methods, which other scientists can then use to clean up their own datasets. “Scientists in other fields can apply my deconvolution method without needing to be experts in the mathematics behind it,” she says. “For example, doctors can use it to sharpen MRI scans, helping them see tumours more clearly.” Going back to astronomers, they can use Catia’s method to clean up blurry images of distant galaxies, uncovering details that were previously hidden by the noise of the atmosphere. Space telescopes can also benefit – when the Hubble Telescope was first launched, there was an error in its mirror array which introduced blur into the data it recorded. Using deconvolution, astronomers recovered stunning images of space from the blurry data.</p>
<p>Catia hopes that her research can help accelerate scientific discovery by taking the burden off scientists to develop their own data cleaning methods. “Instead of struggling to invent their own mathematical solutions, they can use the Wasserstein deconvolution techniques I helped develop,” she says. “In short, my work removes a barrier so other scientists can focus on their own research – whether that is curing a disease, discovering a new planet or understanding human behaviour.”</p></div>
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				<div class="et_pb_text_inner"><p><strong><img loading="lazy" decoding="async" class="wp-image-25548142 alignleft " src="https://futurumcareers.com/wp-content/uploads/2026/05/Catia-253x300.jpg" alt="" width="132" height="156" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/Catia-253x300.jpg 253w, https://futurumcareers.com/wp-content/uploads/2026/05/Catia.jpg 337w" sizes="(max-width: 132px) 100vw, 132px" />Dr Catia Scricciolo</strong><br />Associate Professor, Department of Economics, University of Verona, Italy</p>
<p><strong>Field of research</strong>: Statistics</p>
<p><strong>Research paper</strong>: Adaptive minimax-optimal Wasserstein deconvolution with unknown error distributions. Scricciolo, C., (2026) <a href="https://doi.org/10.1016/j.spl.2025.110589">doi: 110.1016/j.spl.2025.110589</a></p></div>
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				<div class="et_pb_text_inner"><p><span style="font-size: x-large;"><strong>Do you have a question for Catia?</strong></span><br />Write it in the comments box below and she will get back to you. (Remember, researchers are very busy people, so you may have to wait a few days.)</p></div>
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				<div class="et_pb_text_inner"><a href="https://futurumcareers.com/make-some-noise-the-mathematical-theories-behind-data-privacy"><img loading="lazy" decoding="async" class="alignleft wp-image-59505 size-medium" src="https://futurumcareers.com/wp-content/uploads/2025/11/Clement-Canonne-brochure-HR_1-212x300.jpg" alt="" width="211" height="300" /></a></p>
<p>&nbsp;</p>
<p>&nbsp;</p>
<p>While Catia is developing methods to remove noise from data, some computer scientists are adding noise to data to improve online privacy: </p>
<p><a href="https://futurumcareers.com/make-some-noise-the-mathematical-theories-behind-data-privacy" rel="noopener">futurumcareers.com/make-some-noise-the-mathematical-theories-behind-data-privacy</a></div>
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<p>The post <a href="https://futurumcareers.com/how-statistical-innovations-are-cleaning-up-noisy-data">Noise complaints: how statistical innovations are cleaning up noisy data</a> appeared first on <a href="https://futurumcareers.com">Futurum</a>.</p>
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		<title>How does food shape our health?</title>
		<link>https://futurumcareers.com/how-does-food-shape-our-health?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=how-does-food-shape-our-health</link>
		
		<dc:creator><![CDATA[Admin]]></dc:creator>
		<pubDate>Wed, 20 May 2026 14:55:10 +0000</pubDate>
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					<description><![CDATA[<p>Exploring the links between diet and disease </p>
<p>The post <a href="https://futurumcareers.com/how-does-food-shape-our-health">How does food shape our health?</a> appeared first on <a href="https://futurumcareers.com">Futurum</a>.</p>
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					<h1 class="entry-title">How does food shape our health?</h1>
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				<div class="et_pb_text_inner"><p>A good diet is essential to our well-being, and the importance of a healthy diet only increases as we get older. While healthy diets help to keep us free from disease, diets lacking key nutrients can contribute to conditions such as heart disease and diabetes. That is why <a href="https://steinhardt.nyu.edu/people/jeannette-beasley">Dr Jeannette Beasley</a> from <a href="https://steinhardt.nyu.edu">New York University</a> in the US is researching how we can improve our diets to keep diseases at bay, especially as we approach old age.</p></div>
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				<div class="et_pb_text_inner"><h2>Talk like a dietitian and nutrition epidemiologist</h2>
<p><strong>Biomarker – </strong>a measurable substance in an organism that indicates the level of exposure to a substance or presence of a disease</p>
<p><strong>Cardiovascular – </strong>relating to the heart and blood vessels</p>
<p><strong>Chronic disease – </strong>long-lasting health conditions that require ongoing medical attention and/or limit daily activities</p>
<p><strong>Cognitive – </strong>relating to the mental processes involved in gaining knowledge and understanding</p>
<p><strong>Holistic – </strong>dealing with problems by looking at the whole situation, rather than at each individual part</p>
<p><strong>Metabolic – </strong>relating to the chemical processes within an organism that produce energy and maintain life</p>
<p><strong>Type 2 diabetes – </strong>a chronic metabolic disorder characterised by high blood sugar resulting from the body’s inability to use insulin properly</p></div>
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				<div class="et_pb_text_inner"><p>The food that we eat provides the molecules that make up every part of our body. “Nutrients such as protein, fibre, healthy fats, vitamins and minerals help regulate energy, support immune function, maintain muscle, and protect heart and brain health,” says Dr Jeannette Beasley from New York University. When these systems go wrong, diseases emerge. And the longer we live, the more vulnerabilities these systems accumulate. “Over time, our dietary patterns can either reduce or increase our risk of chronic disease,” says Jeannette. “I study how improving diet quality can help people not just live longer, but better.”</p>
<p>Jeannette is involved in a number of projects, studying and communicating what constitutes a healthy diet – in particular, for older adults who are more likely to face health problems. A healthy diet is not just about avoiding unhealthy foods, but also about ensuring that the foods we do eat have the optimal levels of nutrients that our body needs.</p>
<p><strong>Diet and disease </strong></p>
<p>Many chronic diseases are caused by a mixture of factors relating to a person’s genes, environment and lifestyle. For instance, risk factors for the development of type 2 diabetes include obesity, physical inactivity, genetics, age and diet. “Diets high in added sugars and salt increase the risk of diabetes,” says Jeannette. High intake of these molecules makes the pancreas release excessive quantities of the hormone insulin to manage blood sugar spikes. If this process is repeated for a long time, the body simply stops being receptive to insulin, leading to an inability to manage blood sugar levels effectively. But while some foods heighten these risks, other foods do the opposite. “Diets rich in fruits, vegetables, whole grains, and beans can lower risk,” explains Jeannette. “Not just for diabetes, but for a whole range of chronic diseases.”</p>
<p>As we get older, certain aspects of our diet require more careful attention. “My research indicates that higher protein intake is associated with better physical mobility and lower frailty among older adults,” says Jeannette. “As we age, maintaining muscle mass becomes critical for independence.” Chronic diseases, including diabetes and heart disease, become more likely in older age. “Maintaining a diet that is rich in fibre and potassium and lower in salt plays a role in maintaining cardiovascular health into old age,” continues Jeannette.</p>
<p><strong>A BRIDGE for older adults </strong></p>
<p>Given that diseases like diabetes are affected by many lifestyle factors, it is important to have holistic programmes in place to prevent these diseases from developing. “The US National Diabetes Prevention Program is focused on helping high-risk individuals improve diet and physical activity through lifestyle intervention,” says Jeannette. “Research indicates that participation in this programme can reduce diabetes risk by nearly 60 percent.”</p>
<p>Jeannette felt that the already effective programme could be improved by accommodating the specific needs of older adults. This is why she developed a project called BRIDGE: BRInging the Diabetes prevention program to GEriatric populations. “To make the programme more accessible for older adults, we adjusted materials to account for hearing and vision loss, focused on building social support, and made age-appropriate recommendations for physical activity,” she says. “We also included dietary recommendations from sources such as the US National Institute of Aging.” Age-related issues, such as lower muscle mass or bone density, were acknowledged and incorporated into the programme. Jeannette’s research indicated that this specially tailored programme boosts engagement and participation of older adults.</p>
<p><strong>Using data to inform dietetic practice </strong></p></div>
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				<a href="https://futurumcareers.com/Jeannette-Beasley-brochure.pdf" target="_blank"><span class="et_pb_image_wrap "><img loading="lazy" decoding="async" width="212" height="300" src="https://futurumcareers.com/wp-content/uploads/2026/05/Jeannette-Beasley-brochure-HR_1-212x300.jpg" alt="" title="Jeannette Beasley brochure HR_1" class="wp-image-25548110" /></span></a>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 18pt;"><a href="https://futurumcareers.com/Jeannette-Beasley-brochure.pdf" target="_blank" rel="noopener noreferrer"><span style="color: #000000;"><strong>Download the article</strong></span></a></span></p></div>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 16pt;"><strong>Reference</strong></span><br />https://doi.org/10.33424/FUTURUM688</p></div>
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				<a href="https://futurumcareers.com/Jeannette-Beasley-activity-sheet.pdf" target="_blank"><span class="et_pb_image_wrap "><img loading="lazy" decoding="async" width="212" height="300" src="https://futurumcareers.com/wp-content/uploads/2026/05/Jeannette-Beasley-activity-sheet-HR_1-212x300.jpg" alt="" title="Jeannette Beasley activity sheet HR_1" class="wp-image-25548109" /></span></a>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 18pt;"><a href="https://futurumcareers.com/Jeannette-Beasley-activity-sheet.pdf" target="_blank" rel="noopener noreferrer"><span style="color: #ec6835;"><strong>Link to the activity sheet</strong></span></a></span></p></div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/1-1024x576.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="576" src="https://futurumcareers.com/wp-content/uploads/2026/05/1-1024x576.jpg" alt=" " title="1" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/1-1024x576.jpg 1024w, https://futurumcareers.com/wp-content/uploads/2026/05/1-980x551.jpg 980w, https://futurumcareers.com/wp-content/uploads/2026/05/1-480x270.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25548117" /></span></a>
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				<div class="et_pb_text_inner">Jeannette recommends getting volunteer experience in healthcare or community settings. </div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/2-1024x683.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="683" src="https://futurumcareers.com/wp-content/uploads/2026/05/2-1024x683.jpg" alt=" " title="2" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/2-1024x683.jpg 1024w, https://futurumcareers.com/wp-content/uploads/2026/05/2-980x654.jpg 980w, https://futurumcareers.com/wp-content/uploads/2026/05/2-480x320.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25548114" /></span></a>
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				<div class="et_pb_text_inner">Jeannette has been a vegetarian since she was five years old. </div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/3-1024x683.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1111" height="741" src="https://futurumcareers.com/wp-content/uploads/2026/05/3-1024x683.jpg" alt=" " title="3" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/3-1024x683.jpg 1024w, https://futurumcareers.com/wp-content/uploads/2026/05/3-980x654.jpg 980w, https://futurumcareers.com/wp-content/uploads/2026/05/3-480x320.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25548115" /></span></a>
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				<div class="et_pb_text_inner">Around 19 million people in the US live in ‘food deserts’ and rely on cheap processed food and fast-food outlets.</div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/4-1024x540.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="540" src="https://futurumcareers.com/wp-content/uploads/2026/05/4-1024x540.jpg" alt=" " title="4" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/4-1024x540.jpg 1024w, https://futurumcareers.com/wp-content/uploads/2026/05/4-980x517.jpg 980w, https://futurumcareers.com/wp-content/uploads/2026/05/4-480x253.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25548118" /></span></a>
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				<div class="et_pb_text_inner">Maintaining a healthy balanced diet as we get older can help protect us from disease. </div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/5-1024x510.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="510" src="https://futurumcareers.com/wp-content/uploads/2026/05/5-1024x510.jpg" alt=" " title="5" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/5-1024x510.jpg 1024w, https://futurumcareers.com/wp-content/uploads/2026/05/5-980x488.jpg 980w, https://futurumcareers.com/wp-content/uploads/2026/05/5-480x239.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25548116" /></span></a>
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				<div class="et_pb_text_inner">Electronic health records allow Jeannette to study real-world patient outcomes across large populations.</div>
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				<div class="et_pb_text_inner"><p>Jeannette’s research, including BRIDGE, is founded on a strong evidence base. Dietitians and nutrition epidemiologists, like Jeannette, use a range of tools and analytical skills to help them study how diet influences health across populations. “We use a range of questionnaires that ask participants which types of food they typically consume, or what they consumed in a set time period, such as the last 24 hours,” explains Jeannette. “We also use objective biomarkers, such as measuring nitrogen concentration in urine samples, to improve measurement accuracy.” Advanced statistical techniques and different types of trials help generate a range of high-quality comparable data.</p>
<p>Digital technologies are making data collection and processing easier than ever. “Electronic health records allow us to study real-world patient outcomes across large populations,” says Jeannette. “They provide data on diagnoses, laboratory values and long-term health outcomes.” It is important to include demographically diverse populations in these studies because disease risks can vary hugely across different cultures and socioeconomic contexts. “Inclusive research ensures recommendations are equitable,” says Jeannette.</p>
<p>Jeannette’s latest projects are embracing these technologies and ensuring inclusivity. “I am collaborating on projects that are exploring digital and AI-supported interventions, while continuing to improve our understanding of the role of dietary patterns in cardiovascular, metabolic and cognitive health,” she says. “My long-term goal is to improve diet quality among older adults while increasing equity and inclusion in nutrition research.”</p></div>
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				<div class="et_pb_text_inner"><p><strong><img loading="lazy" decoding="async" class="wp-image-25548113 alignleft " src="https://futurumcareers.com/wp-content/uploads/2026/05/15_JeanetteBeasley_0481-212x300.jpg" alt="" width="155" height="219" />Professor Jeannette Beasley</strong><br />Associate Professor, Department of Nutrition and Food Studies, Department of Medicine, New York University, USA</p>
<p><strong>Fields of research: </strong>Dietetics; nutrition epidemiology</p>
<p><strong>Research project:</strong> Exploring the links between diet and disease</p>
<p><strong>Funders: </strong>New York University; US National Institutes of Health; Centers for Disease Control and Prevention; American Diabetes Association; Institute for the Advancement of Food and Nutrition Sciences; American Heart Association</p></div>
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				<div class="et_pb_text_inner"><h2><strong>About dietetics and nutrition epidemiology</strong></h2>
<p>Dietetics is the study of diet and its effect on health and nutrition. “Dietetics combines biology, behaviour, medicine and public health,” says Jeannette. “It offers opportunities to conduct research, work clinically, influence policy and educate communities.”</p>
<p>Nutrition epidemiology focuses on how diet affects health across populations. Researchers analyse dietary patterns, health data and biomarkers to understand how food influences diseases like diabetes and heart disease, and to identify ways to prevent them.</p>
<p>A day in the life of a dietitian or nutrition epidemiologist is typically very varied. “My days include mentoring students and junior faculty, teaching, analysing data, reading and contributing to papers, writing grants, and collaborating with clinicians and community partners,” says Jeannette. “No two days are the same, which makes the field dynamic and rewarding.”</p>
<p>Everyone eats, so dietetics affects us all. “Nutrition affects nearly every chronic disease, so the potential for impact is enormous,” says Jeannette. Dietetics also engages with the socioeconomic side of nutrition, acknowledging the health disparities that arise due to differences in ability to access nutritious food. For instance, around 19 million people in the US live in ‘food deserts’ (areas far away from the nearest supermarket) meaning they may rely on processed foods found in smaller stores or fast-food outlets close by. Addressing these challenges involves a lot of advocacy and communication work.</p>
<p>The importance of effective communication is also exemplified in countering myths about nutrition. Public opinion on which foods are healthy or not is changing all the time, and is not always based on evidence. “Combatting misinformation and finding ways to make accurate measurements to better understand the science are big challenges in our line of work,” says Jeannette. “To meet these challenges, it’s important to have strong communication and critical thinking skills.”</p></div>
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				<div class="et_pb_text_inner"><h2>Pathway from school to dietetics and nutrition epidemiology</h2>
<p>At school, subjects such as biology, chemistry, mathematics (especially statistics) and psychology are useful for understanding the core material around dietetics and nutrition.</p>
<p>At university or college, the same subjects can lead to a career in dietetics – as can fields such as food science, clinical nutrition, public health or human physiology. A dietetic internship and registration exam are also necessary milestones for becoming a registered dietitian in the US.</p>
<p>Jeannette also recommends getting research or volunteer experience in healthcare or in community settings to understand more about dietetics as a career path and what it looks like in practice.</p></div>
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				<div class="et_pb_text_inner"><h2>Explore careers in dietetics and nutrition epidemiology</h2>
<p>Jeannette recommends exploring professional organisations such as the <a href="https://professional.heart.org/en/science-central/lifestyle-cardiometabolic-health/nutrition#t=HighlightsTab">American Heart Association</a>, where she serves on the nutrition committee.</p>
<p>Careers in dietetics may fall under job titles such as clinical dietitian, public health nutritionist, research scientist, professor, policy advisor or digital health innovator. You can find out more about <a href="http://eatright.org/become-an-rdn">the path to become a Registered Dietitian Nutritionist here</a>.</p>
<p>As Jeannette mentions, dietetics careers (and salaries) are very varied. Dietitians can work in hospitals, private practice, health departments or academic research, like Jeannette.</p></div>
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				<div class="et_pb_text_inner"><h2>Meet Jeannette</h2>
<p><strong><img loading="lazy" decoding="async" class="wp-image-25548113 alignleft " src="https://futurumcareers.com/wp-content/uploads/2026/05/15_JeanetteBeasley_0481-212x300.jpg" alt="" width="167" height="237" />When I was five, I chose to become a vegetarian </strong>for ethical reasons. In high school, my biology teacher questioned whether I would get enough protein to grow. This sparked my interest in nutrition science and eventually shaped my career.</p>
<p><strong>I love discovering new insights about diet.</strong> I enjoy uncovering how diet influences long-term health, which unlocks the possibility of preventing chronic disease and helping people age with strength and independence. I also love mentoring the next generation of researchers and seeing them grow into professionals.</p>
<p><strong>Curiosity and persistence are essential ‘soft skills’ in dietetics.</strong> Additionally, strong quantitative analysis skills are very handy, as is a focus on establishing and nurturing strong mentor relationships.</p>
<p><strong>I have run five marathons across the United States, Italy and Ireland!</strong> Staying active is important to me: I love running, yoga and keeping up with my son, which keeps me balanced and energised. Seeing his curiosity and hearing his constant questions about science and health reminds me why science communication and mentorship matter.</p></div>
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				<div class="et_pb_text_inner"><h2>Jeannette’s top tips</h2>
<p>Ask questions, embrace statistics, stay active and do not let doubt discourage you. Curiosity can turn into a lifelong career.</p></div>
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				<div class="et_pb_text_inner"><p><span style="font-size: x-large;"><strong>Do you have a question for Jeannette?</strong></span><br />Write it in the comments box below and she will get back to you. (Remember, researchers are very busy people, so you may have to wait a few days.)</p></div>
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				<div class="et_pb_text_inner"><a href="https://futurumcareers.com/staying-on-track-how-do-teenage-athletes-choose-what-to-eat"><img loading="lazy" decoding="async" class="alignleft wp-image-59505 size-medium" src="https://futurumcareers.com/wp-content/uploads/2026/02/Tamara-Cohen-brochure-HR_1-212x300.jpg" alt="" width="211" height="300" /></a></p>
<p>&nbsp;</p>
<p>&nbsp;</p>
<p>Learn more about how dietetics can help teenage athletes perform better: </p>
<p><a href="https://futurumcareers.com/staying-on-track-how-do-teenage-athletes-choose-what-to-eat" rel="noopener">futurumcareers.com/staying-on-track-how-do-teenage-athletes-choose-what-to-eat</a></div>
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<p>The post <a href="https://futurumcareers.com/how-does-food-shape-our-health">How does food shape our health?</a> appeared first on <a href="https://futurumcareers.com">Futurum</a>.</p>
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		<title>Speaking between worlds: how P’urhepecha changes across communities</title>
		<link>https://futurumcareers.com/how-purhepecha-changes-across-communities?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=how-purhepecha-changes-across-communities</link>
		
		<dc:creator><![CDATA[Admin]]></dc:creator>
		<pubDate>Tue, 19 May 2026 12:04:20 +0000</pubDate>
				<category><![CDATA[Articles]]></category>
		<guid isPermaLink="false">https://futurumcareers.com/?p=25548057</guid>

					<description><![CDATA[<p>Dr Kate Bellamy is studying how an Indigenous language spoken in Mexico and the US is being influenced by Spanish and English</p>
<p>The post <a href="https://futurumcareers.com/how-purhepecha-changes-across-communities">Speaking between worlds: how P’urhepecha changes across communities</a> appeared first on <a href="https://futurumcareers.com">Futurum</a>.</p>
]]></description>
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					<h1 class="entry-title">Speaking between worlds: how P’urhepecha changes across communities</h1>
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				<div class="et_pb_text_inner"><p>P’urhepecha is an Indigenous language of Mexico that is also spoken by diaspora communities in the USA. At <a href="https://www.universiteitleiden.nl/en">Leiden University</a> in the Netherlands, <a href="https://www.universiteitleiden.nl/en/staffmembers/kate-bellamy#tab-1">Dr Kate Bellamy</a> is investigating how P’urhepecha varies between these communities, and how multilingual environments influence the way the language is used.</p></div>
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				<div class="et_pb_text_inner"><h2>Talk like a linguist</h2>
<p><strong>Article</strong> — a type of word (found in some languages) that indicates whether a noun is known (definite article – ‘the’) or unknown (indefinite article – ‘a/an’) and whether it is singular or plural</p>
<p><strong>Bilingual</strong> — the ability to speak two languages</p>
<p><strong>Clitic</strong> — a small element (found in some languages) that must attach to another word to convey a certain meaning, such as to indicate the subject of a sentence</p>
<p><strong>Code-switching</strong> — using two or more languages within a single word, sentence or conversation</p>
<p><strong>Diaspora</strong> — a community of people who live outside their original homeland</p>
<p><strong>Grammatical gender</strong> — a system (present in some languages) to classify nouns, e.g., in Spanish, nouns are masculine or feminine</p>
<p><strong>Multilingual</strong> — the ability to speak more than two languages</p>
<p><strong>Sociolinguistic interview</strong> — a structured conversation to study how language is used in social contexts, and how it can vary</p>
<p><strong>Subject</strong> — the person, place or thing in a sentence that performs an action or undergoes an experience</p></div>
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				<div class="et_pb_text_inner"><p>Languages shape the way we see the world. They allow us to share ideas, tell stories, build relationships and express who we are. Around the globe, millions of people grow up speaking more than one language, switching effortlessly between them at home, school and in their communities. But what happens to a language when it is used alongside others every day?</p>
<p>Dr Kate Bellamy, a linguist at Leiden University, is studying P’urhepecha, an Indigenous language spoken in Mexico, and exploring how it varies between communities in its homeland and diaspora communities in the USA. P’urhepecha is spoken mostly in the state of Michoacán in west Mexico by around 140,000 people, and there is also a notable diaspora community in the USA. “Most P’urhepecha speakers in Mexico speak Spanish too, and those in the USA often also speak Spanish and English,” says Kate, who is investigating the influences of Spanish and English on P’urhepecha.</p>
<p><strong>What makes P’urhepecha unique? </strong></p>
<p>P’urhepecha is a language isolate, meaning it has no known relatives. Languages are grouped into families because they share similarities in vocabulary and grammar that point to a common origin. For example, Spanish, French and Italian are in the Romance branch of the Indo-European language family, while English, Dutch and German are in the Germanic branch. In contrast, linguists have not found any systematic links between P’urhepecha and any other language, living or extinct.</p>
<p>P’urhepecha contains features that neither Spanish nor English have. One example is the use of subject clitics – small, movable elements that attach to words to indicate who is carrying out an action or experiencing a state. However, P’urhepecha lacks a feature that is central to Spanish – grammatical gender. In Spanish, every noun is classified as either masculine or feminine, signalled by the definite article <em>el </em>or <em>la </em>(‘the’) and the corresponding adjective ending <em>-o </em>or <em>-a</em>, respectively. “P’urhepecha does not have a comparable system,” says Kate. “In fact, it doesn’t have a word for ‘the’!” Instead, <em>ima </em>(‘that’) can be used for definite reference and <em>ma </em>(‘one’) can be used to express the indefinite article ‘a’. “The use of these forms as articles is a relatively recent development in the language,” explains Kate.</p>
<p><strong>How might Spanish and English influence P’urhepecha grammar?</strong></p>
<p>When languages are in close contact, they can influence one another in important ways. Kate is interested in how contact with Spanish and English affects the way P’urhepecha speakers express the subject of a sentence – in other words, how they indicate who is performing an action (e.g., ‘I eat’), undergoing an experience (e.g., ‘You are scared of snakes’), or in a particular state (e.g., ‘He is tired’).</p>
<p>Different languages solve this problem in different ways. English uses subject pronouns, such as ‘I’, ‘she’ or ‘we’. Subject pronouns are not always necessary in Spanish because the verb ending signals who the subject is (<em>com<u>o</u> </em>– ‘<u>I</u> eat’; <em>com<u>e</u> </em>– ‘<u>she</u> eats’; <em>com<u>emos</u> </em>– ‘<u>we</u> eat’). P’urhepecha, however, has several possibilities. To say ‘I am eating’, speakers can use a subject pronoun (<em><u>ji</u> t’irexaka</em>), a verb ending alone (<em>t’irexa<u>ka</u></em>) or a clitic that attaches to the verb to identify the subject (<em>t’irexaka<u>ni</u></em>). These forms can also appear together (<em>ji t’irexakani</em>).</p>
<p>“I hypothesise that bilingual speakers in Michoacán, who speak P’urhepecha and Spanish, will use subject clitics more frequently, since Spanish also indicates the subject using the verb,” says Kate. “In contrast, in the diaspora in the USA, where speakers also use English, I hypothesise that subject pronouns will be more prevalent, because they are obligatory in English and, therefore, heard more often.”</p>
<p><strong>How does Kate study variation in P’urhepecha?</strong></p>
<p>“One of my main approaches is to conduct sociolinguistic interviews with P’urhepecha speakers in Mexico and the USA,” Kate explains. “I ask them about their family, where they are from, their education and occupation, how they view the language, and how things have changed in their community over the years.” This allows Kate to compare the words, grammatical structures and pronunciation that people use, revealing patterns of change across regions and generations.</p>
<p>To study code-switching – the use of P’urhepecha words or phrases in Spanish or English sentences, or vice versa – Kate records conversations and runs linguistic experiments. These include spoken games, where pairs of participants must switch languages to complete a sentence, and written questionnaires, where participants must choose which Spanish gender they would assign to genderless P’urhepecha nouns.</p>
<p><strong>How does P’urhepecha vary in different contexts?</strong></p>
<p>Kate’s research has revealed that when code-switching, bilingual P’urhepecha and Spanish speakers in Mexico use different strategies to assign gender to P’urhepecha words in Spanish sentences, depending on the task. “In spoken tasks, participants tend to use a default approach, assigning masculine gender to over 90% of P’urhepecha nouns,” says Kate. In contrast, when reading or writing, the final vowels of words become more noticeable, and speakers are more likely to assign the gender that matches the word ending. For example, <em>japunda </em>(‘lake’) ends in <em>-a </em>and so is associated with the feminine gender (<em>la japunda</em>), even though the Spanish translation (<em>el lago</em>) is masculine.</p>
<p>“P’urhepecha in the diaspora naturally contains far more English words than the Mexican variety does,” says Kate. Many diaspora speakers are trilingual, fluently speaking P’urhepecha, Spanish and English, and they often switch between all three within the same sentence. Living in such a multilingual environment expands speakers’ linguistic repertoire and shapes the way they use P’urhepecha in everyday communication. This lived experience shows how languages adapt and evolve depending on community and context – which is what makes linguistics so fascinating!</p></div>
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				<div class="et_pb_text_inner"><p><strong><img loading="lazy" decoding="async" class="wp-image-25548060 alignleft " src="https://futurumcareers.com/wp-content/uploads/2026/05/Kate-Bellamy-225x300.jpg" alt="" width="213" height="284" />Dr Kate Bellamy<br /></strong>Centre for Linguistics, Leiden University, The Netherlands</p>
<p><strong>Field of research</strong>: Linguistics</p>
<p><strong>Research project</strong>: Studying the influences of Spanish and English on P’urhepecha</p>
<p><strong>Funders</strong>: Current: Nederlandse Organisatie voor Wetenschappelijk Onderzoek (Dutch Research Council); British Academy/Leverhulme Trust. Previous: Newberry Library (Chicago, USA); Endangered Languages Documentation Programme; KU Leuven Postdoctoral Mandate; Marie Curie-Skłodowska Individual Fellowship</p></div>
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				<div class="et_pb_text_inner"><h2>About linguistics</h2>
<p>Linguistics is the study of languages. It looks at how people speak, understand and use language, as well as how languages evolve. “The field of linguistics has something for everyone,” says Kate. “It covers the study of different languages around the world and aspects of written and spoken language.” For example, it includes the sounds we make when we speak (phonetics and phonology), how words are formed (morphology), how sentences are structured (syntax), and how these features vary across different languages (typology).</p>
<p>Linguists also examine how people use language in different social contexts (sociolinguistics), what they mean when they speak (semantics and pragmatics), how language is processed in the brain (psycholinguistics and neurolinguistics), and how languages change over time (historical linguistics and language contact). Multilingualism is a key area of study, exploring how people juggle multiple languages, including how they code-switch between them. Another important focus is documenting endangered languages to preserve knowledge and ways of thinking that cannot be expressed in any other way.</p>
<p>For young people, linguistics is an exciting field. “Language is all around us – it is part of what makes us human,” says Kate. “You could study a language in the highlands of Mexico or analyse communication in a school in London.” Linguistics can take you to places you never expected, let you experience new cultures, and show you different ways of seeing the world – all while learning more about language and yourself.</p></div>
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				<div class="et_pb_text_inner"><h2>Pathway from school to linguistics</h2>
<p>“At school, study English and modern foreign languages to learn how languages are structured and used, as well as how they can vary from each other,” advises Kate. Classical languages, if they are offered, will also be useful as they will teach you about grammar and language structure.</p>
<p>“Psychology will help with certain sub-disciplines of linguistics, such as psycholinguistics and neurolinguistics,” says Kate. “Computing (especially programming) will also come in handy, especially as AI becomes more prominent in the field. Other humanities subjects, such as history and literature, will help you develop strong analytical and writing skills. And maths will be useful for areas like computational linguistics.”</p>
<p>Study linguistics at university. You could then obtain a postgraduate degree in a sub-discipline such as sociolinguistics (language and society), neurolinguistics, or language description and documentation. You could also combine your linguistics studies with a degree in languages and/or literature.</p></div>
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				<div class="et_pb_text_inner"><h2>Explore careers in linguistics</h2>
<p><em>Prospects</em> provides information about what you can do with a degree in linguistics: <a href="https://www.prospects.ac.uk/careers-advice/what-can-i-do-with-my-degree/linguistics/">prospects.ac.uk/careers-advice/what-can-i-do-with-my-degree/linguistics</a></p>
<p>“Explore resources provided by national linguistics associations,” recommends Kate. Examples include the Linguistics Association of Great Britain and Northern Ireland (<a href="https://www.lagb.org.uk/">lagb.org.uk</a>), the Linguistic Society of America (<a href="https://www.lsadc.org/">lsadc.org</a>), the Societas Linguistica Europaea (<a href="https://societaslinguistica.eu/">societaslinguistica.eu</a>), the Canadian Linguistic Association (<a href="https://cla-acl.ca/">cla-acl.ca</a>) and the Asociación de Lingüística y Filología de América Latina (<a href="https://mundoalfal.org/">mundoalfal.org</a>).</p>
<p><em>Lingthusiasm</em> (<a href="https://lingthusiasm.com/">lingthusiasm.com</a>) and <em>A Language I love is</em>… (<a href="https://dannybate.com/podcast/">dannybate.com/podcast</a>) are accessible podcasts that discuss different topics in linguistics and introduce languages you have probably never heard of before.</p></div>
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				<div class="et_pb_text_inner"><h2>Meet Kate</h2>
<p><strong><img loading="lazy" decoding="async" class="wp-image-25548060 alignleft " src="https://futurumcareers.com/wp-content/uploads/2026/05/Kate-Bellamy-225x300.jpg" alt="" width="142" height="189" />I’ve always loved to read and travel.</strong> Both entail an innate sense of curiosity as you are constantly exploring and learning something new. That sense of wonder and the desire to never stop learning are always with me.</p>
<p><strong>Although I didn’t realise it at the time, I began linguistics research at school.</strong> I studied English language as one of my A levels and, for my final project, I explored how the language use of my two Jamaican uncles varied in different contexts – when they were talking to each other and when they were talking to me. A classic sociolinguistic project, as it turned out!</p></div>
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				<a href="https://futurumcareers.com/Kate-Bellamy-brochure.pdf" target="_blank"><span class="et_pb_image_wrap "><img loading="lazy" decoding="async" width="212" height="300" src="https://futurumcareers.com/wp-content/uploads/2026/05/Kate-Bellamy-brochure-HR_1-212x300.jpg" alt="" title="Kate Bellamy brochure HR_1" class="wp-image-25548075" /></span></a>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 18pt;"><a href="https://futurumcareers.com/Kate-Bellamy-brochure.pdf" target="_blank" rel="noopener noreferrer"><span style="color: #000000;"><strong>Download the article</strong></span></a></span></p></div>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 16pt;"><strong>Reference</strong></span><br />https://doi.org/10.33424/FUTURUM683</p></div>
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				<a href="https://futurumcareers.com/Kate-Bellamy-Activity-Sheet.pdf" target="_blank"><span class="et_pb_image_wrap "><img loading="lazy" decoding="async" width="212" height="300" src="https://futurumcareers.com/wp-content/uploads/2026/05/Kate-Bellamy-Activity-Sheet-HR_1-212x300.jpg" alt="" title="Kate Bellamy Activity Sheet HR_1" class="wp-image-25548067" /></span></a>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 18pt;"><a href="https://futurumcareers.com/Kate-Bellamy-Activity-Sheet.pdf" target="_blank" rel="noopener noreferrer"><span style="color: #ec6835;"><strong>Link to the activity sheet</strong></span></a></span></p></div>
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				<a href="https://futurumcareers.com/Kate-Bellamy-brochure_ES.pdf" target="_blank"><span class="et_pb_image_wrap "><img loading="lazy" decoding="async" width="212" height="300" src="https://futurumcareers.com/wp-content/uploads/2026/05/Kate-Bellamy-brochure_ES_HR_1-212x300.jpg" alt="" title="Kate Bellamy brochure_ES_HR_1" class="wp-image-25548073" /></span></a>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 18pt;"><a href="Kate-Bellamy-brochure_ES.pdf" target="_blank" rel="noopener noreferrer"><span style="color: #ec6835;"><strong>Download the Spanish article</strong></span></a></span></p></div>
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				<a href="https://futurumcareers.com/Kate-Bellamy-activity-sheet_ES.pdf" target="_blank"><span class="et_pb_image_wrap "><img loading="lazy" decoding="async" width="212" height="300" src="https://futurumcareers.com/wp-content/uploads/2026/05/Kate-Bellamy-activity-sheet_ES_HR_1-212x300.jpg" alt="" title="Kate Bellamy activity sheet_ES_HR_1" class="wp-image-25548068" /></span></a>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 18pt;"><a href="Kate-Bellamy-activity-sheet_ES.pdf" target="_blank" rel="noopener noreferrer"><span style="color: #ec6835;"><strong>Download the Spanish activity sheet</strong></span></a></span></p></div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/A-wall-in-Santa-Fe-1024x576.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="576" src="https://futurumcareers.com/wp-content/uploads/2026/05/A-wall-in-Santa-Fe-1024x576.jpg" alt=" " title="A wall in Santa Fe" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/A-wall-in-Santa-Fe-980x551.jpg 980w, https://futurumcareers.com/wp-content/uploads/2026/05/A-wall-in-Santa-Fe-480x270.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25548061" /></span></a>
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				<div class="et_pb_text_inner">A wall in Santa Fe de la Laguna, a P’urhepecha town in Michoacán, that reads ‘The P’urhepecha language is beautiful’. © Kate Bellamy </div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/Luz-Marquez-and-her-daughter-771x1024.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="771" height="1024" src="https://futurumcareers.com/wp-content/uploads/2026/05/Luz-Marquez-and-her-daughter-771x1024.jpg" alt=" " title="Luz Marquez and her daughter" class="wp-image-25548063" /></span></a>
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				<div class="et_pb_text_inner"><p>Luz Márquez and her daughter Mintsita consult a 17th century P’urhepecha book at the Newberry Library in Chicago. <br />© Kate Bellamy</p></div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/Kate-records-a-sociolinguistic-interview-1024x576.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="576" src="https://futurumcareers.com/wp-content/uploads/2026/05/Kate-records-a-sociolinguistic-interview-1024x576.jpg" alt=" " title="Kate records a sociolinguistic interview" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/Kate-records-a-sociolinguistic-interview-980x551.jpg 980w, https://futurumcareers.com/wp-content/uploads/2026/05/Kate-records-a-sociolinguistic-interview-480x270.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25548076" /></span></a>
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				<div class="et_pb_text_inner">Kate records a sociolinguistic interview with Joaquín Márquez Trinidad in Cheranastico, Michoacán.<br />
© Joaquín Márquez Trinidad</div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/Kate-learns-to-make-korunta-604x1024.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="604" height="1024" src="https://futurumcareers.com/wp-content/uploads/2026/05/Kate-learns-to-make-korunta-604x1024.jpg" alt=" " title="Kate learns to make korunta" class="wp-image-25548064" /></span></a>
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				<div class="et_pb_text_inner">Kate learns to make korunta (local tamales) with Jeni Valencia in Tacuro, Michoacán.<br />
© Esmeralda Santiago Gregorio</div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/Kate-learns-about-weaving-1024x576.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="576" src="https://futurumcareers.com/wp-content/uploads/2026/05/Kate-learns-about-weaving-1024x576.jpg" alt=" " title="Kate learns about weaving" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/Kate-learns-about-weaving-1024x576.jpg 1024w, https://futurumcareers.com/wp-content/uploads/2026/05/Kate-learns-about-weaving-980x551.jpg 980w, https://futurumcareers.com/wp-content/uploads/2026/05/Kate-learns-about-weaving-480x270.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25548080" /></span></a>
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				<div class="et_pb_text_inner">Kate learns about weaving from an expert in Aranza, Michoacán. © Joaquín Márquez Trinidad</div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/Kate-consults-historical-1024x768.jpeg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="768" src="https://futurumcareers.com/wp-content/uploads/2026/05/Kate-consults-historical-1024x768.jpeg" alt=" " title="Kate consults historical" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/Kate-consults-historical-980x735.jpeg 980w, https://futurumcareers.com/wp-content/uploads/2026/05/Kate-consults-historical-480x360.jpeg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25548069" /></span></a>
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				<div class="et_pb_text_inner">Kate consults historical P’urhepecha texts with Dr Ben Leeming at Dumbarton Oaks, Washington, D.C.<br />
© Rebecca Mendoza</div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/Kate-reads-a-collection-768x1024.jpeg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="768" height="1024" src="https://futurumcareers.com/wp-content/uploads/2026/05/Kate-reads-a-collection-768x1024.jpeg" alt=" " title="Kate reads a collection" class="wp-image-25548070" /></span></a>
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				<div class="et_pb_text_inner">Kate reads a collection of pirekua (traditional P’urhepecha songs) in West Chicago.<br />
© Luz Márquez Antonio</div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/Street-art-on-a-wall-1024x771.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="771" src="https://futurumcareers.com/wp-content/uploads/2026/05/Street-art-on-a-wall-1024x771.jpg" alt=" " title="Street art on a wall" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/Street-art-on-a-wall-1024x771.jpg 1024w, https://futurumcareers.com/wp-content/uploads/2026/05/Street-art-on-a-wall-980x738.jpg 980w, https://futurumcareers.com/wp-content/uploads/2026/05/Street-art-on-a-wall-480x362.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25548066" /></span></a>
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				<div class="et_pb_text_inner">Street art on a wall in Cherán, Michoacán. © Kate Bellamy</div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/Handmade-pine-cone-pots-771x1024.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="771" height="1024" src="https://futurumcareers.com/wp-content/uploads/2026/05/Handmade-pine-cone-pots-771x1024.jpg" alt=" " title="Handmade pine cone pots" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/Handmade-pine-cone-pots-771x1024.jpg 771w, https://futurumcareers.com/wp-content/uploads/2026/05/Handmade-pine-cone-pots-480x637.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) 771px, 100vw" class="wp-image-25548065" /></span></a>
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				<div class="et_pb_text_inner">Handmade pine cone pots for sale in San José de Gracia, Michoacán. © Kate Bellamy</div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/Traditional-Purhepecha-blouses-1024x768.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="768" src="https://futurumcareers.com/wp-content/uploads/2026/05/Traditional-Purhepecha-blouses-1024x768.jpg" alt=" " title="Traditional Purhepecha blouses" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/Traditional-Purhepecha-blouses-980x735.jpg 980w, https://futurumcareers.com/wp-content/uploads/2026/05/Traditional-Purhepecha-blouses-480x360.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25548062" /></span></a>
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				<div class="et_pb_text_inner">Traditional P’urhepecha blouses and shawls for sale in a market. © Kate Bellamy </div>
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				<span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="252" height="140" src="https://futurumcareers.com/wp-content/uploads/2026/05/Leiden_1.jpg" alt="" title="Leiden_1" class="wp-image-25548083" /></span>
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				<div class="et_pb_text_inner"><p><strong>I studied modern and medieval languages at university</strong>, focusing mostly on French and Italian from about 1200 CE to the present. After graduating, I worked in sales for a large brewery but didn’t enjoy it. So, I found a job that made use of my language skills by researching education systems and qualifications throughout Europe and beyond to establish standards of comparison between them. Nonetheless, I felt like I was wasting one of my main talents – my multilingualism. I moved to Luxembourg to work as a project coordinator at a university, which made me realise I wanted to study more. And so I ended up at Leiden University in the Netherlands, where I gained a Master’s degree and PhD in linguistics, and now work as a linguistics researcher.</p>
<p><strong>I love learning new languages because I love being able to interact with people who speak different languages.</strong> It opens my eyes to their culture in a different way. I am fluent in English (my mother tongue), Dutch, French, Italian and Spanish, I can have conversations in German, I can get by in P’urhepecha, and I can do basic things like ordering food in Russian and Georgian. Last year, I also started learning Limburgian, the local language of the region where I live in the Netherlands.</p>
<p><strong>One of my favourite memories from my linguistics research</strong> was when I organised a trip to the Newberry Library in Chicago for P’urhepecha speakers living in the area. The library holds P’urhepecha books written in the 16th and 17th centuries, and it was very moving to see members of the P’urhepecha community come face-to-face with these books for the first time – to be able to turn the pages and read the words aloud.</p></div>
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				<div class="et_pb_text_inner"><h2>Kate’s top tips</h2>
<p><strong>1.</strong> Study what you enjoy – don’t study something just because you think it will get you a job.</p>
<p><strong>2.</strong> Be prepared to get out of your comfort zone – the results can be very rewarding.</p>
<p><strong>3.</strong> Don’t let failure or rejection get you down – know it will just make you stronger. Remember that persistence and hard work pay off!</p></div>
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				<div class="et_pb_text_inner"><p><span style="font-size: x-large;"><strong>Do you have a question for Kate?</strong></span><br />Write it in the comments box below and she will get back to you. (Remember, researchers are very busy people, so you may have to wait a few days.)</p></div>
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				<div class="et_pb_text_inner"><a href="https://futurumcareers.com/can-embracing-plurilingualism-transform-education"><img loading="lazy" decoding="async" class="alignleft wp-image-59505 size-medium" src="https://futurumcareers.com/wp-content/uploads/2024/04/Caroline-Payant-Brochure-HR_1-212x300.jpg" alt="" width="211" height="300" /></a></p>
<p>&nbsp;</p>
<p>&nbsp;</p>
<p>Learn how your language abilities can shape you: </p>
<p><a href="https://futurumcareers.com/can-embracing-plurilingualism-transform-education" rel="noopener">futurumcareers.com/can-embracing-plurilingualism-transform-education</a></div>
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<p>The post <a href="https://futurumcareers.com/how-purhepecha-changes-across-communities">Speaking between worlds: how P’urhepecha changes across communities</a> appeared first on <a href="https://futurumcareers.com">Futurum</a>.</p>
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		<title>How can community voices transform HIV modelling and prevention?</title>
		<link>https://futurumcareers.com/how-can-community-voices-transform-hiv-modelling-and-prevention?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=how-can-community-voices-transform-hiv-modelling-and-prevention</link>
		
		<dc:creator><![CDATA[Admin]]></dc:creator>
		<pubDate>Tue, 12 May 2026 13:54:40 +0000</pubDate>
				<category><![CDATA[Articles]]></category>
		<guid isPermaLink="false">https://futurumcareers.com/?p=25547979</guid>

					<description><![CDATA[<p>A team of epidemiologists and social scientists is working with community members to co-develop mathematical models of HIV epidemics </p>
<p>The post <a href="https://futurumcareers.com/how-can-community-voices-transform-hiv-modelling-and-prevention">How can community voices transform HIV modelling and prevention?</a> appeared first on <a href="https://futurumcareers.com">Futurum</a>.</p>
]]></description>
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					<h1 class="entry-title">How can community voices transform HIV modelling and prevention?</h1>
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				<div class="et_pb_text_inner"><p>In Kenya, men who have sex with men (MSM) face higher risks of HIV, yet their voices are often missing from the science that shapes health decisions. A team of academic and community researchers, including <a href="https://mishra-lab.ca/sharmistha-mishra/">Professor Sharmistha Mishra</a>, Jeffrey Walimbwa, <a href="https://mishra-lab.ca/nancy-tahmo/">Nancy Tahmo</a> and <a href="https://umanitoba.ca/community-global-health/faculty-staff/lisa-lazarus">Dr Lisa Lazarus</a>, is co-developing mathematical models of HIV with MSM organisations. By combining lived experiences with mathematical models and epidemiology, this community-led project aims to create more accurate models, improve HIV prevention and empower communities.</p></div>
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				<div class="et_pb_text_inner"><h2>Talk like an epidemiologist and social scientist</h2>
<p><strong>Ethnography</strong> — a research method used to explore social and cultural practices and contexts, which involves spending time with communities, building relationships and collecting data (through conversations, observations and note taking) to build an understanding of social worlds</p>
<p><strong>Epidemic</strong> — a widespread disease outbreak</p>
<p><strong>HIV (human immunodeficiency virus)</strong> — a virus (passed between people through unprotected sex or blood) that weakens the immune system, leaving someone vulnerable to other infections. Medicines can prevent HIV spreading and supress it in people living with HIV</p>
<p><strong>Mathematical model</strong> — a set of equations and data that represents mechanisms in a real system, commonly used in epidemiology to study how and why infections spread</p>
<p><strong>Mechanism</strong> — a pathway that links events or experiences, such as how people are connected to each other (our social network is a type of mechanism) or how one infection could lead to many infections in a short period of time</p>
<p><strong>Participatory modelling</strong> — co-creating mathematical models with affected community members to ensure data and assumptions about mechanisms match real-life experiences and improve the usefulness of the results</p>
<p><strong>Prevalence</strong> — the percentage of people in a population who have an infection or disease at a specific time</p>
<p><strong>Public health intervention</strong> — an organised action (e.g., testing, vaccines, treatment or education) designed to prevent infection and improve health in a whole community, not just in one person</p></div>
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				<div class="et_pb_text_inner"><p>HIV (human immunodeficiency virus) is a virus that, if untreated, weakens the body’s immune system and can lead to AIDS (acquired immunodeficiency syndrome). Although there is currently no cure for HIV, there are medicines that can completely supress the virus and keep the immune system strong and healthy. There are also medicines that prevent the virus from being passed on and medicines that prevent people from acquiring HIV. Without these medicines, the virus can be spread through unprotected sex or blood-to-blood contact.</p>
<p>With the right medicines and prevention tools, HIV transmission can be reduced to zero. Yet access to prevention and care is not equal everywhere. In Kenya, around 1.4 million adults are living with HIV. And, like in many places, the Kenyan HIV epidemic has disproportionately affected men who have sex with men (MSM). “HIV prevalence among MSM is around 19%,” says Jeffrey Walimbwa, Program Manager for Ishtar MSM, a community organisation that provides HIV testing, treatment, counselling and legal support for MSM in Nairobi. This is nearly three times higher than in the wider population. These numbers reflect social realities rather than biological differences. “Criminalisation and discrimination of same-sex partnerships and stigma related to sex and HIV are large barriers to accessing the services and medicines that can help prevent and treat HIV,” explains Professor Sharmistha Mishra, an infectious diseases doctor and epidemiologist at the University of Toronto in Canada.</p>
<p>“There are limited MSM-friendly services that provide HIV treatment and prevention in Kenya,” explains Jeffrey. “Criminalisation of same-sex relationships means people are scared to seek help due to fear of arrest. Most of the interventions are led by community drop-in centres started by MSM.”</p>
<p>By combining academic expertise with MSM community organisations, Sharmistha and Jeffrey are co-developing mathematical models of the HIV epidemic with affected communities.</p>
<p><strong>What are mathematical models of epidemics? </strong></p>
<p>Mathematical models help scientists understand how viruses spread through populations. First, researchers design the ‘architecture’ of the model by mathematically describing important mechanisms, such as how a virus behaves in the body and how people come into contact with each other such that a virus could be passed on (transmission). There are different ways in which people come into contact and different reasons for contacts, so depending on the virus being studied, what is meant by a ‘contact’ can be different. For example, for HIV, contacts often refer to sexual intercourse.</p>
<p>Modellers and epidemiologists then add data to the model, such as infection rates or the number of people diagnosed with the infection over time, to test whether the model reflects what is observed to be happening in real life. Once a model is working well, it can be used to test ‘what if?’ questions to explore the effects of different public health intervention strategies designed to reduce the spread of infection.</p>
<p>Public health authorities can use these models to predict how epidemics may spread, plan how resources should be allocated and decide which prevention strategies are likely to work best. “For example, government public health teams widely used mathematical models during the COVID-19 pandemic,” says Sharmistha. They are also used by community organisations who are managing outbreaks, and for advocacy teams to decide what resources are needed and what programmes to prioritise.</p>
<p><strong>How are communities shaping mathematical models of HIV? </strong></p>
<p>This project is rooted in community leadership, meaning that team members bring direct or indirect lived experiences of HIV, knowledge of community needs and practical understanding from working in HIV programmes. “This project began when Jeffrey approached me and said Ishtar MSM wanted to develop mathematical modelling projects to understand the spread of HIV,” says Sharmistha. “Input from MSM shapes the epidemiology models we are building because, instead of models relying on assumptions from literature and academia, they are based on real lived experiences and knowledge from community members.”</p>
<p>“At the same time, community researchers are learning how mathematical models are built and how their results can influence HIV services and policy decisions,” says Nancy Tahmo, an epidemiology PhD student at the University of Toronto. This growing understanding helps communities engage more confidently with science and advocate for better care.</p>
<p><strong>Why is participatory modelling so important? </strong></p>
<p>“Epidemiology models are used to inform public health interventions and decisions, so it is essential that the people whose lives are impacted by these decisions have ownership over the modelling process,” explains Sharmistha. By involving community members directly, the project replaces assumptions with real lived experiences, improving the accuracy and relevance of the models. It also gives communities more knowledge, and therefore more power, to make decisions about their own health, which is especially important for groups who have historically been marginalised.</p>
<p>The project also includes an ethnography to capture the research process. “Our ethnography involves taking detailed ‘field notes’ to help us document and analyse our participatory processes to better understand the ethical implications of our work,” says Dr Lisa Lazarus, a social scientist at the University of Manitoba in Canada. “This allows us to share lessons from our collaboration with others who might be interested in starting their own participatory modelling projects.”</p>
<p>For community partners, the benefits of participatory modelling go far beyond science. “This project has empowered community members with skills to unpack data into language they can understand,” says Jeffrey. Through project training workshops, community members learnt how to clean data, address data quality issues, write computer code and formulate research questions. “With these skills, we have gone back to our organisations to work on our data, and now our outlook has taken a different form,” says Jeffrey. “We feel empowered to understand data in a professional way and we call ourselves ‘community professors’ with the knowledge and skills we have learnt.”</p>
<p><strong>What has the project achieved so far? </strong></p></div>
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				<a href="https://futurumcareers.com/Sharmistha-Mishra-brochure.pdf" target="_blank"><span class="et_pb_image_wrap "><img loading="lazy" decoding="async" width="212" height="300" src="https://futurumcareers.com/wp-content/uploads/2026/05/Sharmistha-Mishra-brochure-HR_1-212x300.jpg" alt="" title="Sharmistha Mishra brochure HR_1" class="wp-image-25547987" /></span></a>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 18pt;"><a href="https://futurumcareers.com/Sharmistha-Mishra-brochure.pdf" target="_blank" rel="noopener noreferrer"><span style="color: #000000;"><strong>Download the article</strong></span></a></span></p></div>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 16pt;"><strong>Reference</strong></span><br />https://doi.org/10.33424/FUTURUM681</p></div>
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				<a href="https://futurumcareers.com/Sharmistha-Mishra-Activity-Sheet.pdf" target="_blank"><span class="et_pb_image_wrap "><img loading="lazy" decoding="async" width="212" height="300" src="https://futurumcareers.com/wp-content/uploads/2026/05/Sharmistha-Mishra-Activity-Sheet-HR_1-212x300.jpg" alt="" title="Sharmistha Mishra Activity Sheet HR_1" class="wp-image-25547985" /></span></a>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 18pt;"><a href="https://futurumcareers.com/Sharmistha-Mishra-Activity-Sheet.pdf" target="_blank" rel="noopener noreferrer"><span style="color: #ec6835;"><strong>Link to the activity sheet</strong></span></a></span></p></div>
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				<div class="et_pb_text_inner"><iframe loading="lazy" width="100%" height="200" scrolling="no" frameborder="no" allow="autoplay; encrypted-media" src="https://w.soundcloud.com/player/?url=https%3A//api.soundcloud.com/tracks/soundcloud%253Atracks%253A2319163850&#038;color=%23ff5500&#038;auto_play=false&#038;hide_related=false&#038;show_comments=true&#038;show_user=true&#038;show_reposts=false&#038;show_teaser=true&#038;visual=true"></iframe></p>
<div style="font-size: 10px; color: #cccccc;line-break: anywhere;word-break: normal;overflow: hidden;white-space: nowrap;text-overflow: ellipsis; font-family: Interstate,Lucida Grande,Lucida Sans Unicode,Lucida Sans,Garuda,Verdana,Tahoma,sans-serif;font-weight: 100;"><a href="https://soundcloud.com/futurum-podcasts" title="Futurum Podcasts" target="_blank" style="color: #cccccc; text-decoration: none;">Futurum Podcasts</a> · <a href="https://soundcloud.com/futurum-podcasts/how-can-community-voices-transform-hiv-modelling-and-prevention" title="How can community voices transform HIV modelling and prevention?" target="_blank" style="color: #cccccc; text-decoration: none;">How can community voices transform HIV modelling and prevention?</a></div></div>
			</div><div class="et_pb_module et_pb_text et_pb_text_157  et_pb_text_align_left et_pb_bg_layout_light">
				
				
				
				
				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 18pt;"><a href="https://soundcloud.com/futurum-podcasts/how-can-community-voices-transform-hiv-modelling-and-prevention" target="_blank" rel="noopener noreferrer"><span style="color: #ec6835;"><strong>Listen to the podcast</strong></span></a></span></p></div>
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				<a href="https://futurumcareers.com/Nancy-Tahmo-podcast-script.pdf" target="_blank"><span class="et_pb_image_wrap "><img loading="lazy" decoding="async" width="212" height="300" src="https://futurumcareers.com/wp-content/uploads/2026/05/Nancy-Tahmo-podcast-script_1-212x300.jpg" alt="" title="Nancy Tahmo podcast script_1" class="wp-image-25547983" /></span></a>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 18pt;"><a href="Nancy-Tahmo-podcast-script.pdf" target="_blank" rel="noopener noreferrer"><span style="color: #ec6835;"><strong>Download the podcast script</strong></span></a></span></p></div>
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				<a href="https://futurumcareers.com/Nancy-Tahmo-podcast-PPT.pptx" target="_blank"><span class="et_pb_image_wrap "><img loading="lazy" decoding="async" width="300" height="169" src="https://futurumcareers.com/wp-content/uploads/2026/05/ppt2-300x169.jpg" alt="" title="ppt2" class="wp-image-25547986" /></span></a>
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				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 18pt;"><a href="Nancy-Tahmo-podcast-PPT.pptx" target="_blank" rel="noopener noreferrer"><span style="color: #ec6835;"><strong>Download the podcast PPT</strong></span></a></span></p></div>
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				<a href="https://futurumcareers.com/Epidemiology-and-social-science-PPT.pptx" target="_blank"><span class="et_pb_image_wrap "><img loading="lazy" decoding="async" width="300" height="169" src="https://futurumcareers.com/wp-content/uploads/2026/05/ppt-300x169.jpg" alt="" title="ppt" class="wp-image-25547982" /></span></a>
			</div><div class="et_pb_module et_pb_text et_pb_text_160  et_pb_text_align_left et_pb_bg_layout_light">
				
				
				
				
				<div class="et_pb_text_inner"><p style="text-align: center;"><span style="font-size: 18pt;"><a href="https://futurumcareers.com/Epidemiology-and-social-science-PPT.pptx" target="_blank" rel="noopener noreferrer"><span style="color: #ec6835;"><strong>Download the careers PPT</strong></span></a></span></p></div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/Thumbnail-1024x750.png" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="750" src="https://futurumcareers.com/wp-content/uploads/2026/05/Thumbnail-1024x750.png" alt=" " title="Thumbnail" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/Thumbnail-980x718.png 980w, https://futurumcareers.com/wp-content/uploads/2026/05/Thumbnail-480x351.png 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25547991" /></span></a>
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				<div class="et_pb_text_inner">The team has developed a training module to teach community members about mathematical modelling of infectious diseases. </div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/Mathematical-models-co-developed-1024x374.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="374" src="https://futurumcareers.com/wp-content/uploads/2026/05/Mathematical-models-co-developed-1024x374.jpg" alt=" " title="Mathematical models co-developed" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/Mathematical-models-co-developed-1024x374.jpg 1024w, https://futurumcareers.com/wp-content/uploads/2026/05/Mathematical-models-co-developed-980x358.jpg 980w, https://futurumcareers.com/wp-content/uploads/2026/05/Mathematical-models-co-developed-480x175.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25547995" /></span></a>
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				<div class="et_pb_text_inner">Mathematical models co-developed by community members.</div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/A-diagram-showing-the-structure-1024x911.png" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="911" src="https://futurumcareers.com/wp-content/uploads/2026/05/A-diagram-showing-the-structure-1024x911.png" alt=" " title="A diagram showing the structure" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/A-diagram-showing-the-structure-980x872.png 980w, https://futurumcareers.com/wp-content/uploads/2026/05/A-diagram-showing-the-structure-480x427.png 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25547993" /></span></a>
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				<div class="et_pb_text_inner">A diagram showing the structure of the team’s model of HIV that was co-developed with community members.</div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/To-help-teach-community-members-1024x671.png" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="671" src="https://futurumcareers.com/wp-content/uploads/2026/05/To-help-teach-community-members-1024x671.png" alt=" " title="To help teach community members" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/To-help-teach-community-members-1024x671.png 1024w, https://futurumcareers.com/wp-content/uploads/2026/05/To-help-teach-community-members-980x642.png 980w, https://futurumcareers.com/wp-content/uploads/2026/05/To-help-teach-community-members-480x315.png 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25547997" /></span></a>
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				<div class="et_pb_text_inner">To help teach communities about mathematical modelling of infectious diseases, the team created a survey to learn what people know about mpox.</div>
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				<a href="https://futurumcareers.com/wp-content/uploads/2026/05/Jeffrey-talks-1024x1007.jpg" class="et_pb_lightbox_image" title=" "><span class="et_pb_image_wrap has-box-shadow-overlay"><div class="box-shadow-overlay"></div><img loading="lazy" decoding="async" width="1024" height="1007" src="https://futurumcareers.com/wp-content/uploads/2026/05/Jeffrey-talks-1024x1007.jpg" alt=" " title="Jeffrey talks" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/Jeffrey-talks-980x964.jpg 980w, https://futurumcareers.com/wp-content/uploads/2026/05/Jeffrey-talks-480x472.jpg 480w" sizes="(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) 1024px, 100vw" class="wp-image-25547996" /></span></a>
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				<div class="et_pb_text_inner">Jeffrey talks at a community training workshop.</div>
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				<div class="et_pb_text_inner">Nancy works at the University of Toronto.</div>
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				<div class="et_pb_text_inner"><p>Over the past two years, the team has run a series of workshops with community members, starting by teaching the basics of data systems, modelling concepts and terminology. These workshops gradually built up to a stage where the community members co-designed their own mathematical model alongside the academic researchers. “This was a great success – it took a lot of knowledge sharing and training together to get to this point,” says Sharmistha. “The fact that community members co-designed the architecture of the mathematical model means it is based on their real lived experiences instead of just assumptions from the academic literature.”</p>
<p>Another key achievement has been training community members to lead the analysis of data collected by local MSM organisations. “These data become the inputs for our co-developed mathematical models to better understand the persistence of HIV epidemics,” explains Sharmistha.</p>
<p>An important component of the project involved critically reviewing over 9,000 published infectious disease models to examine how often community participation is included. Several community members were involved in the review process. “Preliminary results confirm our hypothesis that community involvement in mathematical modelling of infectious diseases is still quite rare,” says Nancy. “These insights reinforce the importance of our work – by co-developing a model with community partners, we are contributing to the evidence that participatory modelling can uniquely foster representation and the relevance of research.”</p>
<p>Lastly, during the model co-development process, the team recognised that meaningful community participation requires a shared understanding of modelling fundamentals. To support this, they developed a digital learning module that explains key modelling concepts and provides examples relevant to the local context. One of the community researchers helped refine the module before it was shared with the group, ensuring it was practical and accessible. These steps have strengthened both the skills and confidence of community researchers, enabling them to contribute to the models, interpret data effectively, and apply findings to HIV prevention and care in their communities.</p>
<p>“When community voices drive modelling, results are richer and more impactful for advocacy and designing interventions,” says Jeffrey. “This participatory modelling process proves that community expertise is essential, and it challenges traditional assumptions about who can contribute to scientific understanding.”</p></div>
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				<div class="et_pb_text_inner"><p><strong>Research project</strong>: Co-developing mathematical models of HIV epidemics with affected communities</p>
<p><strong>Fields of research</strong>: Mathematical modelling; epidemiology; social sciences</p>
<p><strong>Funder</strong>: New Frontiers in Research Fund (NFRF) &#8211; Exploration grant number NFRFE-2023-00436</p></div>
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				<div class="et_pb_text_inner"><h2><strong>About the intersection of infectious disease epidemiology and social sciences</strong></h2>
<p>Epidemiology is the study of how infections spread through populations and how they can be prevented or controlled. “Epidemiologists try to understand patterns of infection, which could be at a community or whole population level,” says Sharmistha. “By understanding how an infectious disease might spread, epidemiologists try to understand how we can support communities and populations to prevent the spread and become healthier.”</p>
<p>When combined with insights from social sciences, epidemiology gains a deeper understanding of human behaviour, community dynamics and the structural factors that shape health outcomes. “Critical social scientists are interested in better understanding issues of power, relationships, and social and political contexts,” says Lisa. “The ethnographic methods that we have added to our project aim to track ethical issues in attempts to make visible what is often hidden in projects.” This interdisciplinary approach ensures that models and public health interventions are grounded not only in biological and statistical data but also in lived experiences and community knowledge.</p>
<p>One of the most rewarding aspects of this work is seeing how diverse perspectives come together to tackle complex health challenges. Community members bring insights that can reshape scientific thinking, prompting new questions, simulations or analyses that would not have arisen otherwise. “Communities know their needs better than researchers can ever imagine, and they are eager and motivated to see the research contribute to something positive,” says Nancy. For researchers, these interactions, which are often informal conversations, highlight the importance of integrating community knowledge with epidemiological methods, ensuring that models and interventions are both scientifically robust and truly responsive to the communities they serve. Witnessing community members gain skills and ownership in the research process is also deeply rewarding, as it demonstrates how participatory approaches can democratise science and amplify the voices of those most affected by health decisions.</p></div>
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				<div class="et_pb_text_inner"><h2>Pathway from school to epidemiology and social sciences</h2>
<p>Epidemiology, mathematical modelling and the social sciences are very broad and interdisciplinary, so almost any educational path could lead you to a career in these fields!</p>
<p>In high school, focus on mathematics, biology, computing, social studies and humanities.</p>
<p>At university, it would be useful to take courses in epidemiology, public health, social sciences, sociology, anthropology or health policy.</p>
<p>“Epidemiologists and social scientists need critical thinking skills to question what they observe and critically analyse data, as well as communication skills to explain results,” says Sharmistha. “Epidemiologists also need to be able to think logically and creatively to solve problems – board games and escape rooms are great for developing these skills!”</p>
<p>“Social scientists often work with social theories (which involves a lot of reading) and analyse qualitative data,” says Lisa. “Writing skills are also incredibly important.”</p></div>
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				<div class="et_pb_text_inner"><h2>Explore careers in epidemiology and social sciences</h2>
<p>“Epidemiologists critically examine data and try to explain what is going on – skills which can be applied in a wide range of areas from public health to wildlife ecology to genetics to virology,” explains Sharmistha. “Social epidemiologists use epidemiology principles and tools to understand and address inequalities, not just in health but in any sector of society.”</p>
<p>“Social sciences is not a single field, so there are endless career possibilities, depending on your interests,” says Lisa.</p>
<p>“If you’re interested in epidemiology or modelling, remember that numbers only make sense in context,” says Nancy. “Take every opportunity to connect with communities, because understanding the realities behind the data will make you a far stronger scientist.”</p>
<p>“Volunteer with community-based organisations to build relationships and learn about community needs,” advises Lisa. “Come in ready to listen to what people are telling you about their own needs, and partner in ways that support community-identified approaches.”</p>
<p>Many international organisations provide learning resources, training opportunities and insights into careers in epidemiology and social sciences, such as the World Health Organization (<a href="https://www.who.int/">who.int</a>) and UNAIDS (<a href="https://www.unaids.org">unaids.org</a>).</p></div>
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				<div class="et_pb_text_inner"><h2><strong>Meet Sharmistha</strong></h2>
<p><em><img loading="lazy" decoding="async" class="wp-image-25548000 alignleft " src="https://futurumcareers.com/wp-content/uploads/2026/05/Sharmistha-Mishra-214x300.jpg" alt="" width="165" height="231" />Professor and Infectious Diseases Doctor, Department of Medicine, University of Toronto, Canada </em></p>
<p><strong>As a child, my family moved from India to Canada</strong>. We moved in December and my first memory is of huge mounds of snow and sliding down snowy hills in the park! I remember missing my extended family back home a lot, but over time, I found a community of new friends. Initially, I was the ‘odd kid out’ at my new school in Canada as there were only two other non-white students. Over the years, more children from different backgrounds gradually arrived which made a difference as we gravitated toward each other.</p>
<p><strong>As a teenager, I think medicine appealed to me because it was what many of my friends were interested in</strong>. It wasn’t until my third year of medical school, when I first got a chance to practice it, that I realised I loved medicine. I had no plans to do research until the very end of my clinical training, when I attended a talk about the collaborative response to the HIV epidemic in India. This inspired my interest in epidemiology.</p>
<p><strong>As an infectious diseases doctor, I spend my days seeing patients</strong>, listening to their stories, and trying to diagnose and treat their conditions. As a mathematical modeller and epidemiologist, a typical day involves problem-solving by drawing diagrams of mechanisms and writing or debugging code to run epidemiology models.</p>
<p><strong>Co-developing mathematical models with affected communities is very rewarding</strong>. I like it when something unexpected arrives from community expertise to re-shape our thinking.</p>
<p><strong>I worked with the World Health Organization during the 2014 Ebola epidemic in Sierra Leone</strong>. I used my clinical expertise as an infectious disease doctor to care for sick patients, and I used my epidemiology expertise to support outbreak investigation and management. I collaborated with colleagues in Sierra Leone to study the impacts of the Ebola outbreak on other health conditions and services.</p></div>
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				<div class="et_pb_text_inner"><h2>Sharmistha’s top tips</h2>
<p><strong>1.</strong> I think 15-year-old you could be very surprised by what 25-year-old or 35-year-old you ends up doing with your life and work!</p>
<p><strong>2.</strong> Looking back, the most fulfilling work experiences were the ones that I was most scared of trying.</p></div>
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				<div class="et_pb_text_inner"><h2><strong>Meet Jeffrey</strong></h2>
<p><em><img loading="lazy" decoding="async" class="wp-image-25548001 alignleft size-full" src="https://futurumcareers.com/wp-content/uploads/2026/05/Jeffrey-Walimbwa.jpg" alt="" width="173" height="173" srcset="https://futurumcareers.com/wp-content/uploads/2026/05/Jeffrey-Walimbwa.jpg 173w, https://futurumcareers.com/wp-content/uploads/2026/05/Jeffrey-Walimbwa-150x150.jpg 150w" sizes="(max-width: 173px) 100vw, 173px" />Program Manager, Ishtar MSM, Kenya; Research Lead, Community Research and Technical Support Hub</em></p>
<p><strong>When I was a teenager, I dreamt of becoming a chef</strong>. Cooking was my creative outlet, and it taught me patience and attention to detail. I also enjoyed dancing, which was another way for me to express myself and connect with others, and reading, which opened my mind to new ideas and different worlds.</p>
<p><strong>My first experience with research came during a fellowship at the Human Rights Advocacy Program at Columbia University, USA.</strong> At the time, I didn’t see myself as a ‘researcher’. I was an advocate, deeply committed to the rights and dignity of gay men. That fellowship opened my eyes to how research could be a powerful form of advocacy when grounded in the voices and experiences of the communities it aims to serve.</p>
<p><strong>For me, research is never just about the data</strong> – it’s about the people behind the data. I’ve participated as a researcher in numerous studies, always grounded in the belief that data must lead to action.</p>
<p><strong>I believe that communities are the experts in their own lives</strong>. For too long, research on gay men has been done <em>to</em> communities, not <em>with</em> them. To challenge this, I co-founded Action for Access, an international community-led study into gay men’s health and rights, to show that research can be a tool for empowerment when it is community led.</p>
<p><strong>In my role at Ishtar MSM, I am involved in coordinating our programmes</strong>, advocating for community needs, engaging with policymakers, ensuring our interventions are impactful, and translating research into actionable tools that inform policy and practice. I have also established a Community Research and Technical Support Hub to strengthen community-led research projects.</p>
<p><strong>I am passionate about community-based participatory research</strong> because it centres the voices and expertise of those affected by the issues being studied. It is empowering to see how co-developing mathematical models of HIV fosters a sense of ownership among MSM as they take an active role in shaping the models.</p></div>
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				<div class="et_pb_text_inner"><h2>Jeffrey’s top tips</h2>
<p><strong>1.</strong> Stay consistent and focused.</p>
<p><strong>2.</strong> It is not an easy road if you are gay in Kenya, where you can be at risk of violence. So stay strong.</p></div>
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				<div class="et_pb_text_inner"><h2><strong>Meet Nancy</strong></h2>
<p><em><img loading="lazy" decoding="async" class="wp-image-25547998 alignleft " src="https://futurumcareers.com/wp-content/uploads/2026/05/Nancy-Tahmo-300x300.jpg" alt="" width="174" height="174" />PhD student, Division of Epidemiology, University of Toronto, Canada</em></p>
<p><strong>I have always wanted to bring hope to people</strong>, because I believe keeping hope alive helps people stay motivated and thrive. This led me toward community health, as I understood first-hand the vicious cycle of poor health and well-being.</p>
<p><strong>I wanted to be a doctor, so I studied science subjects at school</strong> and took the medical entrance examination in Cameroon. But I failed. I studied biochemistry at university instead, where I found my true calling in infectious disease prevention and control. In hindsight, my interests have matured in a beautiful way because of that failure.</p>
<p><strong>My inspiration to become an epidemiologist</strong> came from Dr Judith Shang at the Centers for Disease Control and Prevention in Cameroon. She was the first person to talk to me about public health. Until that day, I only knew about healthcare, but through her, I learned about the critical role of public health in supporting population-wide disease prevention and control efforts.</p>
<p><strong>In the middle of the COVID-19 pandemic, I moved by myself to Omaha, Nebraska</strong> – a place that felt worlds apart from Cameroon. The culture, weather and pace of life were all very different. My biggest challenge was navigating imposter syndrome as a young Black African woman in a predominantly White Midwest environment. At the same time, the move was transformative, helping me learn more about myself and truly become independent.</p>
<p><strong>During my work with zoonotic diseases</strong> (that spread from animals to humans) in Sub-Saharan Africa, I collaborated with research teams in Cameroon and the US to understand the burden of infectious diseases such as Ebola. We worked with tribal chiefs, communities and health district leaders to learn from their lived experiences, and we combined our findings from research and community conversations to inform surveillance and response efforts.</p></div>
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				<div class="et_pb_text_inner"><h2>Nancy’s top tips</h2>
<p><strong>1.</strong> Remember to enjoy the growth process. My journey hasn’t always gone as planned, as things have evolved in unexpected ways. So it is important to have a plan but to also stay open to the magic of the moment.</p>
<p><strong>2.</strong> Surround yourself with good people who understand your vision and will support you along the way.</p></div>
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				<div class="et_pb_text_inner"><h2><strong>Meet Lisa</strong></h2>
<p><img loading="lazy" decoding="async" class="alignleft wp-image-25547999 " src="https://futurumcareers.com/wp-content/uploads/2026/05/Lisa-Lazarus-267x300.jpg" alt="" width="167" height="188" /></p>
<p><em>Assistant Professor, Institute for Global Public Health, College of Community and Global Health, University of Manitoba, Canada</em></p>
<p><strong>As a teenager, I really enjoyed music and went to a lot of concerts</strong>. One of my first jobs was at a music store selling CDs, well before streaming became the main way that we listen to music.</p>
<p><strong>I started my professional career as a social worker at a hospital-based clinic in Montreal</strong>, working with people living with HIV. While I loved my job, I became interested in the recurring systemic issues within the healthcare system. This led me to pursue a master’s degree in public health, where I met Dr Robert Lorway and learnt about community-based research methodologies. Community-based research allows me to address systemic health issues while collaborating with community members who have lived experiences of interacting with healthcare systems. Rob and I still work together, and he is also a member of this participatory modelling project.</p>
<p><strong>I credit Ashodaya Samithi with my on-the-ground education in community-led practices</strong>. Ashodaya Samithi is a sex worker-led organisation in India which was established in response to the HIV epidemic. Community leaders run the organisation, which provides medical care, prioritises community voices in health interventions, and advocates for the needs and rights of sex workers. I began collaborating with Ashodaya Samithi in 2009 and, for my doctoral research, I studied how the organisation’s community-led delivery of HIV prevention medicine among sex workers increased uptake.</p>
<p><strong>There really is no ‘typical’ day as a social sciences researcher!</strong> When I am travelling for work, I spend time with community partners collaborating on our research activities. This includes meeting to co-develop our research methods, working together to analyse data, and discussing how to disseminate our findings to community or government partners. When I am at the University of Manitoba, I write papers to share our findings, write grant applications to get funding for projects, and read about the latest research.</p></div>
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				<div class="et_pb_text_inner"><h2>Lisa’s top tips</h2>
<p><strong>1.</strong> There are lots of avenues in public health research, so reach out to people who do work that interests you.</p>
<p><strong>2.</strong> Spend time volunteering to build genuine relationships and listen to what communities are telling you.</p></div>
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				<div class="et_pb_text_inner"><p><em>With special thanks to the HEKA participatory modelling team: Allan Ogalo, Anthony Noah, Byron Odhiambo, Charles Kyalo, Fortune Ligare, Gilbert Asuri, Jedidah Wanjiku, Kennedy Mwendwa, Kennedy Olango, Kennedy Ouma, Loice Nekesa, Pascal Macharia, Silvano Tabbu, Adrienne K. Chan, Stefan Baral, Robert Lorway, Nancy Tahmo, Jeffrey Walimbwa Wambaya, Lisa Lazarus and Sharmistha Mishra</em></p></div>
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				<div class="et_pb_text_inner"><p><span style="font-size: x-large;"><strong>Do you have a question for the team?</strong></span><br />Write it in the comments box below and they will get back to you. (Remember, researchers are very busy people, so you may have to wait a few days.)</p></div>
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				<div class="et_pb_text_inner"><a href="https://futurumcareers.com/can-mathematics-keep-our-food-safe-to-eat"><img loading="lazy" decoding="async" class="alignleft wp-image-59505 size-medium" src="https://futurumcareers.com/wp-content/uploads/2023/01/cover-12-211x300.jpg" alt="" width="211" height="300" /></a></p>
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<p>Discover how epidemiologists use mathematical models to keep our food safe: </p>
<p><a href="https://futurumcareers.com/can-mathematics-keep-our-food-safe-to-eat" rel="noopener">futurumcareers.com/can-mathematics-keep-our-food-safe-to-eat</a></div>
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<p>The post <a href="https://futurumcareers.com/how-can-community-voices-transform-hiv-modelling-and-prevention">How can community voices transform HIV modelling and prevention?</a> appeared first on <a href="https://futurumcareers.com">Futurum</a>.</p>
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