Mary Cunningham / en Sexual violence survivors often expect systems to fail or harm them, study finds /news/2026-10/sexual-violence-survivors-often-expect-systems-fail-or-harm-them-study-finds <span>Sexual violence survivors often expect systems to fail or harm them, study finds </span> <span><span>Heather Carroll</span></span> <span><time datetime="2026-10-07T14:10:25-04:00" title="Wednesday, October 7, 2026 - 14:10">Wed, 10/07/2026 - 14:10</time> </span> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--70-30"> <div class="layout__region region-first"> <div data-block-plugin-id="field_block:node:news_release:body" class="block block-layout-builder block-field-blocknodenews-releasebody"> <div class="field field--name-body field--type-text-with-summary field--label-visually_hidden"> <div class="field__label visually-hidden">Body</div> <div class="field__item"><p><span class="intro-text">University survivors of sexual violence are forced to perform a constant, exhausting “calculusâ€� — weighing risks, safety, stigma, emotional costs, institutional consequences, and likelihood of being believed — when deciding whether and how to seek help.</span></p> <figure role="group" class="align-right"> <div> <div class="field field--name-image field--type-image field--label-hidden field__item"> <img loading="lazy" src="/sites/default/files/styles/small_content_image/public/2026-10/sara_wilf_photoprovided_sm.png?itok=w3V01H01" width="277" height="350" alt="A headshot of assistant professor of social work Sara Wilf taken outside"> </div> </div> <figcaption>Assistant Professor of Social Work Sara Wilf. Photo provided.</figcaption> </figure> <p>New 911±¬ÁÏ-led research <a href="https://journals.sagepub.com/doi/10.1177/10778012261492325">published in <em>Violence Against Women</em></a> helps to illuminate why so many survivors avoid reporting sexual violence, finding that most expect institutional systems to retraumatize them or fail them.</p> <p>Drawing on participant responses from students in the University of California system who are survivors of sexual violence, researcher created the Survivors' Calculus as a framework describing factors shaping survivors’ decision-making on seeking support and resources. The Survivors’ Calculus demonstrates how institutional processes can place the burden of healing on survivors themselves.</p> <p>"We created the Survivors’ Calculus to describe how, from the moment a survivor experiences sexual violence, they face structural barriers to accessing resources that will be safe and helpful for them, all while dealing with the initial trauma," said <a href="https://publichealth.gmu.edu/profiles/swilf">Sara Wilf,</a> the study’s co-principal investigator and paper lead author, and assistant professor in the Department of Social Work.</p> <h2>Why this matters</h2> <p>On college campuses in the United States, one-fourth of undergraduate students report having experienced sexual violence, though the incidents often go unreported. Racially minoritized, gender diverse, LGBTQIA+, and cisgender women face the highest rates of sexual violence. As with any trauma, survivors' mental health and academic performance can be impacted.</p> <p>Given the prevalence and impact of sexual violence on college campuses, researchers hope institutions will use this new model to understand how to support survivors in a way that does not retraumatize them.</p> <p>"Survivors weigh different factors in their decisions for help-seeking, and we hope other researchers will use our framework to explore those factors within their own settings and institutions," said Wilf.</p> <h2>About the framework, Survivors' Calculus</h2> <p>The Survivors’ Calculus recognizes that survivors’ prior experiences can shape decision-making. The framework centers on four themes:</p> <ol> <li>Navigating Self-Realization, Self-Investigation, and the Repercussions of Reporting;</li> <li>Seeking Emotional and Professional Support;</li> <li>Managing Logistical Support and Concerns about Confidentiality; and</li> <li>Experiencing Re-Traumatization through the Title IX Office and Police.</li> </ol> <h2>Additional research and findings details</h2> <p>The framework was developed as part of a broader study examining survivors' experiences seeking support within university systems. Through surveys of students, faculty, and staff in the University of California system across several campuses, researchers explored which organizations and people were most and least helpful for survivors of sexual violence, in their own words, and the reasons that prevent survivors from seeking support. Additional findings included:</p> <ul> <li>Survivors desire confidential, trauma-informed resources that match their social identities and experiences.</li> <li>Survivors are often retraumatized by reporting resources, such as the police and Title IX office, which can be more often focused on punishing perpetrators rather than centering survivor healing.</li> <li>Survivors holding marginalized social identities, such as LGBTQIA+ and racially minoritized survivors, face greater structural barriers than their peers to accessing safe and trauma-informed resources.</li> <li>LGBTQIA+ and racially minoritized survivors have greater fear of reporting resources, and have a worse experience when they do utilize them.</li> <li>Survivors consistently identified confidential campus survivor advocates and therapists as the most helpful for their healing.</li> </ul> <blockquote><p>“Our findings, particularly in advancing a wraparound approach to supporting survivors and highlighting survivors’ desire for confidential advocates who share their important identities, can directly support policymakers, education leaders, social workers, and community organizations in ensuring survivors are not shouldering the burden of navigating resources on their own,â€� said Wilf.</p> </blockquote> <p>Co-authors include Kalani Philips from the University of California, Irvine, Laura Knittig from Sam Houston State University; Leila Chiddick, Rachel LaPointe, and Victoria Copeland from the University of California, Los Angeles; Rina Rossi from CUNY; and Stephanie Kathan from California State University. This study received funding from the UCLA Center for the Study of Women| Barbra Streisand Center, the UCLA Frank D. Gilliam Jr. Social Justice Award, and the UCLA Bruin Advocacy Grant Award.</p> </div> </div> </div> </div> <div class="layout__region region-second"> <div data-block-plugin-id="inline_block:text" data-inline-block-uuid="649af2f8-430e-46ac-beed-38e4ce139af9" class="block block-layout-builder block-inline-blocktext"> <div class="field field--name-body field--type-text-with-summary field--label-hidden field__item"><div style="background-color:#ffeec2;padding:5%;"> <h2>Key Takeaways</h2> <ul> <li data-list-item-id="e623385f50f24ece37fa0309fa17b63fd">911±¬ÁÏ researcher Sara Wilf led the development of the Survivors’ Calculus, a new framework that shows how survivors of sexual violence weigh risks, stigma, safety, and institutional consequences when deciding whether to seek help.&nbsp;<br>&nbsp;</li> <li data-list-item-id="ecdd558583c3735ec93cc64159b3ccf8b">The study found that many survivors do not report sexual violence because they expect campus systems, including reporting processes, to retraumatize them or fail to meet their needs.&nbsp;<br>&nbsp;</li> <li data-list-item-id="e533fcc2a92c8621223f3c6dc08d628d3">Wilf and her colleagues hope the framework will help colleges and universities create more confidential, trauma-informed, and survivor-centered support systems that reduce barriers to healing.&nbsp;</li> </ul> </div> </div> </div> <div data-block-plugin-id="inline_block:text" data-inline-block-uuid="73391e1a-3d8b-4f3b-8ce9-05aad8863763" class="block block-layout-builder block-inline-blocktext"> </div> <div data-block-plugin-id="inline_block:news_list" data-inline-block-uuid="99edeee8-6eee-4b4a-9f16-79d9a4fdef48" class="block block-layout-builder block-inline-blocknews-list"> <h2>More About Sexual Assault Survivors on College Campuses</h2> <div class="views-element-container"><div class="view view-news view-id-news view-display-id-block_1 js-view-dom-id-198067a6c997ba07dc8e485cd0c6d8568319eb86f77d5f53fe08eb76323ca144"> <div class="view-content"> <div class="news-list-wrapper"> <ul class="news-list"> <li class="news-item"><div class="views-field views-field-title"><span class="field-content"><a href="/news/2026-10/sexual-violence-survivors-often-expect-systems-fail-or-harm-them-study-finds" hreflang="en">Sexual violence survivors often expect systems to fail or harm them, study finds </a></span></div><div class="views-field views-field-field-publish-date"><div class="field-content">October 7, 2026</div></div></li> </ul> </div> </div> </div> </div> </div> <div data-block-plugin-id="inline_block:text" data-inline-block-uuid="1c454590-14ef-4b87-a98c-6a5678a100bd" class="block block-layout-builder block-inline-blocktext"> <div class="field field--name-body field--type-text-with-summary field--label-hidden field__item"><hr> </div> </div> </div> </div> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--30-70"> <div class="layout__region region-first"> <div data-block-plugin-id="field_block:node:news_release:field_content_topics" class="block block-layout-builder block-field-blocknodenews-releasefield-content-topics"> <h2>Topics</h2> <div class="field field--name-field-content-topics field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">Topics</div> <div class="field__items"> <div class="field__item"><a href="/taxonomy/term/21898" hreflang="en">Sexual Assault</a></div> <div class="field__item"><a href="/taxonomy/term/13156" hreflang="en">Sexual Abuse</a></div> <div class="field__item"><a href="/taxonomy/term/14891" hreflang="en">Social Work Research</a></div> <div class="field__item"><a href="/taxonomy/term/18511" hreflang="en">CPH research</a></div> <div class="field__item"><a href="/taxonomy/term/271" hreflang="en">Research</a></div> <div class="field__item"><a href="/taxonomy/term/17226" hreflang="en">College of Public Health</a></div> </div> </div> </div> </div> <div> </div> </div> Wed, 07 Oct 2026 18:10:25 +0000 Heather Carroll 346223 at MPH alumna brings public health data to life as social science analyst at federal mental health agency /news/2026-09/mph-alumna-brings-public-health-data-life-social-science-analyst-federal-mental-health <span> MPH alumna brings public health data to life as social science analyst at federal mental health agency</span> <span><span>Heather Carroll</span></span> <span><time datetime="2026-09-14T11:29:36-04:00" title="Monday, September 14, 2026 - 11:29">Mon, 09/14/2026 - 11:29</time> </span> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--30-70"> <div class="layout__region region-first"> <div data-block-plugin-id="inline_block:text" data-inline-block-uuid="7650f779-017b-45eb-8475-54cef3e1b6ce" class="block block-layout-builder block-inline-blocktext"> <div class="field field--name-body field--type-text-with-summary field--label-hidden field__item"><div style="background-color:#ffeec2;padding:5%;"> <h2>Key Takeaways</h2> <ul> <li data-list-item-id="e671af898c371e8fbda7d23d5a253a29e">How does the 911±¬ÁÏ Master of Program help students build a career? Through student leadership, faculty mentorship, and a practicum experience, Reginé Bumper, MPH ’21, turned connections made at 911±¬ÁÏ into an internship, practicum, and ultimately a career at SAMHSA.</li> <li data-list-item-id="e79e7a2439afd4a0e3a3f737b889348a3">As a social science analyst at the federal behavioral health agency, Bumper transforms complex public health data into accessible insights that support decision-making and advance behavioral health initiatives.</li> <li data-list-item-id="e1e8cec687666c69f5b9943982223b74a">Bumper says 911±¬ÁÏ’s coursework, particularly in data storytelling and public health communication, gave her the skills to connect data with the people and communities behind it, shaping the way she approaches her work today.</li> </ul> </div> </div> </div> <div data-block-plugin-id="inline_block:text" data-inline-block-uuid="90c4ab6c-1007-4543-962f-0258b43d634e" class="block block-layout-builder block-inline-blocktext"> <div class="field field--name-body field--type-text-with-summary field--label-hidden field__item"><blockquote><p>There has never been a more important time to be in public health because our greatest strength lies in connection. Strengthening relationships among public health professionals—as well as with partners in health care, education, wellness, technology, business, and other sectors—has the potential to move the field forward in transformative ways. Public health touches nearly every aspect of our daily lives, whether people realize it or not. By working together and communicating that impact more effectively, we can continue to advance the field and help restore a broader appreciation for the essential role public health plays in daily life.&nbsp;</p> <p class="text-align-right">-- Reginé Bumper, MPH '21</p> </blockquote> </div> </div> </div> <div class="layout__region region-second"> <div data-block-plugin-id="field_block:node:news_release:body" class="block block-layout-builder block-field-blocknodenews-releasebody"> <div class="field field--name-body field--type-text-with-summary field--label-visually_hidden"> <div class="field__label visually-hidden">Body</div> <div class="field__item"><p><span class="intro-text">Reginé Bumper, MPH '21, loves her job as a public servant—a role she says wouldn't have without her 911±¬ÁÏ Master of Public Health (MPH) program. Through faculty mentorship, student leadership, and hands-on experience, Bumper built the relationships and skills that led directly to her career at the Substance Abuse and Mental Health Services Administration (SAMHSA). She is one of 10 College of Public Health alumni named 911±¬ÁÏ's </span><a href="https://alumni.gmu.edu/s/1564/GID2/16/interior.aspx?sid=1564&amp;gid=2&amp;pgid=4761"><span class="intro-text">Black Alumni Chapter's 2026 40 Under 40</span></a><span class="intro-text">.</span></p> <figure role="group" class="align-right"> <div> <div class="field field--name-image field--type-image field--label-hidden field__item"> <img loading="lazy" src="/sites/default/files/styles/small_content_image/public/2026-09/reginebumpermph21_photoprovided.jpg?itok=G6HN6tY4" width="348" height="350"> </div> </div> <figcaption>Reginé Bumper, MPH '21. Photo provided</figcaption> </figure> <p>Bumper credits her roles with the student organization Graduate Students for Public Health (GSPH) and her practicum as the most impactful experiences of her MPH program.</p> <p>"Through GSPH, I built meaningful relationships with fellow students, alumni, faculty, and public health professionals. Those connections proved invaluable—one ultimately led me to an internship opportunity at the SAMHSA,â€� said Bumper, whose internship and practicum there ultimately led to her current role.</p> <p>As a social science analyst, Bumper oversees the performance of SAMHSA contracts and leads development of many visualizations and communications products that transform complex data into accessible insights that inform decision-making and advance behavioral health initiatives.</p> <h4>From coursework to professional work</h4> <p>Student leadership opened the door to her practicum and professional career, while coursework gave her the skills to succeed once she got there. She particularly credits Jumpka Gupta's Migrant Health course and Kathryn Jacobson's Global Health course with the most relevance to her work today.</p> <p>"As a member of a federal statistical unit, communicating data in meaningful and accessible ways is a central part of my work. Those courses were foundational experiences in learning the art of data storytelling," said Bumper, who also holds a bachelor of science in exercise science from Shenandoah University.</p> <p>Assignments in those classes taught her to think critically about the story data tells—and just as importantly, whose stories they represent. “Meaningful public health decisions begin with understanding the people behind the data,â€� she said.</p> <p>"Data can inform policy and practice, but only when people can understand and use the information to advocate for themselves, their families, and their communities. That lesson has remained one of the most valuable takeaways from my time at 911±¬ÁÏ," Bumper said.</p> <h4>Supported by faculty mentorship</h4> <p>Bumper calls the MPH faculty accessible and authentic, and said she appreciated the program’s flexibility. "They were welcoming, approachable, and genuinely invested in student success," said Bumper. "Their mentorship made my experience feel not only personalized but deeply meaningful, empowering me to pursue a career that aligned with both my passions and my purpose."</p> <p>In particular, she said faculty and staff at the college demonstrated a commitment to adjusting based on student feedback—whether by developing new courses, creating networking opportunities, fostering community through events, or connecting students with meaningful professional experiences. "That willingness to adapt and invest in students not only prepares graduates for today's public health landscape but also empowers them to help shape the future of the field," she said.</p> </div> </div> </div> <div data-block-plugin-id="inline_block:call_to_action" data-inline-block-uuid="af3bfcf9-8a3a-43dc-a452-45b8ad3fb157"> <div class="cta"> <a class="cta__link" href="https://publichealth.gmu.edu/program/public-health-mph"> <p class="cta__title">Learn more about the MPH program at 911±¬ÁÏ. <i class="fas fa-arrow-circle-right"></i> </p> <span class="cta__icon"></span> </a> </div> </div> <div data-block-plugin-id="inline_block:text" data-inline-block-uuid="cabfeca0-ed19-44fd-97ab-7acf8fd08109" class="block block-layout-builder block-inline-blocktext"> <div class="field field--name-body field--type-text-with-summary field--label-hidden field__item"><p>&nbsp;</p> <hr> <p>&nbsp;</p> </div> </div> <div data-block-plugin-id="field_block:node:news_release:field_content_topics" class="block block-layout-builder block-field-blocknodenews-releasefield-content-topics"> <h2>Topics</h2> <div class="field field--name-field-content-topics field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">Topics</div> <div class="field__items"> <div class="field__item"><a href="/taxonomy/term/18401" hreflang="en">MPH</a></div> <div class="field__item"><a href="/taxonomy/term/15201" hreflang="en">Master of Public Health</a></div> <div class="field__item"><a href="/taxonomy/term/20526" hreflang="en">CPH alum</a></div> <div class="field__item"><a href="/taxonomy/term/21860" hreflang="en">Alumni</a></div> <div class="field__item"><a href="/taxonomy/term/17226" hreflang="en">College of Public Health</a></div> </div> </div> </div> </div> </div> Mon, 14 Sep 2026 15:29:36 +0000 Heather Carroll 346173 at MPH student unravels complexities of public health at Fairfax County Health Department internship /news/2026-08/mph-student-unravels-complexities-public-health-fairfax-county-health-department <span>MPH student unravels complexities of public health at Fairfax County Health Department internship</span> <span><span>Heather Carroll</span></span> <span><time datetime="2026-08-17T12:11:26-04:00" title="Monday, August 17, 2026 - 12:11">Mon, 08/17/2026 - 12:11</time> </span> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--30-70"> <div class="layout__region region-first"> <div data-block-plugin-id="inline_block:text" data-inline-block-uuid="df083687-990c-42ef-a173-961d883a26a2" class="block block-layout-builder block-inline-blocktext"> <div class="field field--name-body field--type-text-with-summary field--label-hidden field__item"><div style="background-color:#ffeec2;padding:5%;"> <h2>Key Takeaways</h2> <ul> <li data-list-item-id="eff0f358c88b3bfcc4ef60384eebca56a">MPH student <strong>Daniel Serruya</strong> completed his practicum with the <strong>Fairfax County Health Department’s Fairfax Food Council</strong>, researching and developing policies to expand access to healthier food and beverage options in county vending machines.</li> <li data-list-item-id="e4f83473c75657d0d622030decb425e31">Through the experience, Serruya gained firsthand insight into the complex relationship between health policy, industry practices, and community health outcomes.</li> <li data-list-item-id="e36743a87c53628e75bcb42c6f8bf64b3">Drawing on skills developed in the MPH program, Serruya strengthened his expertise in research, policy analysis, and cross-jurisdictional collaboration as he prepares for a career in health policy.</li> </ul> </div> </div> </div> </div> <div class="layout__region region-second"> <div data-block-plugin-id="field_block:node:news_release:body" class="block block-layout-builder block-field-blocknodenews-releasebody"> <div class="field field--name-body field--type-text-with-summary field--label-visually_hidden"> <div class="field__label visually-hidden">Body</div> <div class="field__item"><p><span class="intro-text">How do vending machines and health policies influence each other? 911±¬ÁÏ graduate student Daniel Serruya explored that question during his Master of Public Health (MPH) practicum with the Fairfax County Health Department’s Fairfax Food Council, where he researched and developed policies designed to increase access to healthier food and beverage options.</span></p> <figure role="group" class="align-right"> <div> <div class="field field--name-image field--type-image field--label-hidden field__item"> <img loading="lazy" src="/sites/default/files/styles/small_content_image/public/2026-08/danielserruya_mph.png?itok=mrWCaWLQ" width="329" height="350"> </div> </div> <figcaption>MPH student Daniel Serruya, Photo provided</figcaption> </figure> <p>“It surprised me to learn about how past healthy vending policies have shaped what the food and beverage industries have produced since the creation of those policies,â€� said Serruya, who graduated from 911±¬ÁÏ in 2023 with a BS in community health with a concentration in nutrition. “The push and pull between government and industry for a topic as specific as vending machine nutrition is fascinating to learn about.â€�</p> <p>As the final component to the MPH program, the practicum provides students with the opportunity to practice and improve professional skills in a supervised setting. For Serruya, who aspires to improve health policy, his project for the health department gave him the experience he was hoping for.</p> <p>"I learned about the background work that goes into health policies, just how complex and multisectoral something as simple as vending machines can be, and how to effectively network with others across different jurisdictions,â€� said Serruya.</p> <p>At the health department, he researched, evaluated, and developed model policies for healthy options in vending machines on Fairfax County property. He says what he learned in his MPH classes was invaluable to getting the most out of his internship.</p> <p>“The many hours I have spent practicing and refining my research skills and policy analysis have benefited me the most. GCH 611 Health Program Planning and Evaluation helped me evaluate policies effectively. NUTR 626 Food Systems taught me to view healthy vending through a wide lens, from nutrition standards and consumer acceptance to the perspectives of vendors and procurement partners,â€� he said.</p> <p>Serruya wants to work in health policy to improve the systems that directly impact people’s lives and communities the most, and the MPH program has helped prepare him for his future as a public health practitioner.</p> <p>“I love the flexibility of the MPH program as it has allowed me to organize my courses in a manner that interests me and fits my schedule,â€� said Serruya. “I have immensely appreciated all the faculty and students I have interacted with within the College of Public Health, especially in the Nutrition [and Food Studies] Department where I work and the Office of Student Affairs across the hall from the cooking class that I am a teaching assistant for!â€�</p> <p>Through his practicum experience and MPH coursework, Serruya is building the skills needed to pursue a career developing and shaping health policies that improve community health outcomes.</p> </div> </div> </div> <div data-block-plugin-id="field_block:node:news_release:field_content_topics" class="block block-layout-builder block-field-blocknodenews-releasefield-content-topics"> <h2>Topics</h2> <div class="field field--name-field-content-topics field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">Topics</div> <div class="field__items"> <div class="field__item"><a href="/taxonomy/term/18401" hreflang="en">MPH</a></div> <div class="field__item"><a href="/taxonomy/term/18111" hreflang="en">CPH students</a></div> <div class="field__item"><a href="/taxonomy/term/15306" hreflang="en">Practicum</a></div> <div class="field__item"><a href="/taxonomy/term/15201" hreflang="en">Master of Public Health</a></div> <div class="field__item"><a href="/taxonomy/term/21873" hreflang="en">Internships</a></div> <div class="field__item"><a href="/taxonomy/term/21860" hreflang="en">Alumni</a></div> <div class="field__item"><a href="/taxonomy/term/17226" hreflang="en">College of Public Health</a></div> <div class="field__item"><a href="/taxonomy/term/336" hreflang="en">Students</a></div> </div> </div> </div> </div> </div> Mon, 17 Aug 2026 16:11:26 +0000 Heather Carroll 346172 at High school students build AI solutions at College of Public Health summer camp /news/2026-08/high-school-students-build-ai-solutions-college-public-health-summer-camp <span>High school students build AI solutions at College of Public Health summer camp </span> <span><span>Heather Carroll</span></span> <span><time datetime="2026-08-17T11:34:46-04:00" title="Monday, August 17, 2026 - 11:34">Mon, 08/17/2026 - 11:34</time> </span> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--30-70"> <div class="layout__region region-first"> <div data-block-plugin-id="inline_block:text" data-inline-block-uuid="6c748890-3952-4192-a176-0603963ca2fa" class="block block-layout-builder block-inline-blocktext"> <div class="field field--name-body field--type-text-with-summary field--label-hidden field__item"><div style="background-color:#ffeec2;padding:5%;"> <h2>Key Takeaways</h2> <ul> <li data-list-item-id="e7035f25cdcef50c9ac7aa637f72b445e">Through the AI in Health Camp, the College of Public Health helped high school students develop a practical understanding of artificial intelligence and how it can be used responsibly to improve health and health care.</li> <li data-list-item-id="e07c6ca7ac0f8afcbc9c8a061f0a844d9">Through hands-on projects, students created their own AI agents and applied what they learned to real-world challenges ranging from healthy sleep habits to athlete recovery and braces care.</li> <li data-list-item-id="e189b33d568b7b9f63419159f150e1a85">The camp gave students confidence using emerging technology while introducing them to career opportunities at the intersection of health, technology, and public service.</li> </ul> </div> </div> </div> </div> <div class="layout__region region-second"> <div data-block-plugin-id="field_block:node:news_release:body" class="block block-layout-builder block-field-blocknodenews-releasebody"> <div class="field field--name-body field--type-text-with-summary field--label-visually_hidden"> <div class="field__label visually-hidden">Body</div> <div class="field__item"><p><span class="intro-text">Through hands-on projects and mentorship from experts, high school students learned how to use artificial intelligence (AI) responsibly, create an AI agent, and explore how AI is used to improve health care.&nbsp;</span></p> <figure role="group" class="align-right"> <div> <div class="field field--name-image field--type-image field--label-hidden field__item"> <img loading="lazy" src="/sites/default/files/styles/small_content_image/public/2026-08/aiinhealthcamp_group_photobymarycunningham.png?itok=fUPaepzV" width="350" height="165"> </div> </div> <figcaption>Students attending the AI in Health Summer Camp<br><em>Photo by Mary Cunningham</em></figcaption> </figure> <p>At 911±¬ÁÏ's College of Public Health, 30 juniors and seniors spent a week doing what few adults have done: building their own AI agent. While many high schools restrict the use of AI, the AI in Health Summer Camp—hosted by the Department of Health Administration, Policy, and Informatics—showed students how AI can be used responsibly to solve real-world problems and improve lives.</p> <p>By the end of the week, students could explain how AI works, build and customize their own AI agents in Microsoft Copilot, identify health care applications of AI, and better understand careers at the intersection of technology and public health. Students reported learning about the growing role of AI in health care, the complexity of hospital systems, the importance of responsible AI design, and how to apply AI skills to healthcare and future career opportunities.</p> <p>"We're not allowed to use AI in school. I haven't learned anything [about AI] in school, which is why I'm here," said a participant.</p> <figure role="group" class="align-left"> <div> <div class="field field--name-image field--type-image field--label-hidden field__item"> <img loading="lazy" src="/sites/default/files/styles/small_content_image/public/2026-08/aiinhealthcamp26_photobymarycunningham_24.png?itok=Wm0H0AyP" width="350" height="292"> </div> </div> <figcaption>Abdul Hafeez, Assistant Professor in Health Administration, Policy, and Informatics, works with students at the AI in Health Summer Camp<br><em>Photo by Mary Cunningham</em></figcaption> </figure> <p>For many students, the camp challenged their assumptions about AI.</p> <p>“I learned a lot about how AI is used in health care. One of my favorite parts was programming AI agents and seeing how they could be used to solve specific healthcare problems. The camp was engaging, informative, and a great learning opportunity,â€� said a participant in the post-camp survey.</p> <p>Others left with greater confidence in their ability to use emerging technology.</p> <p>"Before, I thought AI would be complicated, but it's really simple to figure out," said a participant.</p> <p>Working in teams of two, students created customized AI agents designed to address specific health-related needs. Their projects ranged from tools that encourage healthy sleep habits among students to AI assistants that support athlete nutrition and injury recovery, as well as chatbots that answer questions about braces and agents that help users learn essential cooking skills.</p> <p>“Learning about chatbots and AI through the AI in Health Summer Camp was a rewarding experience and something I will carry with me as I continue exploring my interests. I am grateful to the professors and teaching assistants who made the camp such a meaningful learning experience,â€� said a participant in the post-camp survey.</p> <figure role="group" class="align-right"> <div> <div class="field field--name-image field--type-image field--label-hidden field__item"> <img loading="lazy" src="/sites/default/files/styles/media_library/public/2026-08/aiinhealthcamp26_photobymarycunningham_10.png?itok=JeVSoYKh" width="220" height="209"> </div> </div> <figcaption>Student learning about a chatbot during the AI in Health Summer Camp<br><em>Photo by Mary Cunningham</em></figcaption> </figure> <p>In addition to working with the college's faculty, students learned directly from health care professionals who shared perspectives on AI, technology, and the changing health workforce. Guest speakers included Jim Borda, public health informatics and IT manager at the Fairfax County Health Department; Jessica Rocca Czelusniak, associate vice president of applications and CNIO at VHC Health; and College of Public Health alums Kate Rzucidlo, Claire Leonard, and Iqra Chaudhry.</p> <p>For the College of Public Health, the camp represents an investment in the next generation of leaders who will help shape the future of health care. For students, it offered something just as valuable: the knowledge and confidence to begin imagining their place in that future.</p> </div> </div> </div> <div data-block-plugin-id="field_block:node:news_release:field_content_topics" class="block block-layout-builder block-field-blocknodenews-releasefield-content-topics"> <h2>Topics</h2> <div class="field field--name-field-content-topics field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">Topics</div> <div class="field__items"> <div class="field__item"><a href="/taxonomy/term/4666" hreflang="en">AI</a></div> <div class="field__item"><a href="/taxonomy/term/4656" hreflang="en">Artificial Intelligence</a></div> <div class="field__item"><a href="/taxonomy/term/2831" hreflang="en">Summer Camps</a></div> <div class="field__item"><a href="/taxonomy/term/5796" hreflang="en">Health Informatics</a></div> <div class="field__item"><a href="/taxonomy/term/17226" hreflang="en">College of Public Health</a></div> <div class="field__item"><a href="/taxonomy/term/336" hreflang="en">Students</a></div> </div> </div> </div> </div> </div> Mon, 17 Aug 2026 15:34:46 +0000 Heather Carroll 346078 at Shame, stigma, and culture prevent male intimate partner violence survivors from seeking help, study finds /news/2026-08/shame-stigma-and-culture-prevent-male-intimate-partner-violence-survivors-seeking-help <span>Shame, stigma, and culture prevent male intimate partner violence survivors from seeking help, study finds </span> <span><span>Heather Carroll</span></span> <span><time datetime="2026-08-12T13:05:28-04:00" title="Wednesday, August 12, 2026 - 13:05">Wed, 08/12/2026 - 13:05</time> </span> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--70-30"> <div class="layout__region region-first"> <div data-block-plugin-id="field_block:node:news_release:body" class="block block-layout-builder block-field-blocknodenews-releasebody"> <div class="field field--name-body field--type-text-with-summary field--label-visually_hidden"> <div class="field__label visually-hidden">Body</div> <div class="field__item"><p><span class="intro-text">911±¬ÁÏ researchers found that barriers to help-seeking vary across racial and ethnic groups, highlighting gaps in support for male survivors.</span></p> <figure role="group" class="align-right"> <div> <div class="field field--name-image field--type-image field--label-hidden field__item"> <img loading="lazy" src="/sites/default/files/styles/small_content_image/public/2026-08/lyric_russo.png?itok=fYXejKb7" width="233" height="350"> </div> </div> <figcaption>Lyric Russo, postdoctoral researcher. Photo provided</figcaption> </figure> <p>Men are less likely than women to seek help after experiencing intimate partner violence, and new research from 911±¬ÁÏ found that the main barriers include viewing it as a private matter, fear of retaliation, shame, and concerns about not being believed.</p> <p>In this study, postdoctoral researcher Lyric Russo explored these barriers across racial and ethnic groups in order to address gaps in research in these underrepresented demographics.</p> <p>“By centering men’s perspectives across racial and ethnic backgrounds, the findings support a more inclusive understanding of intimate partner violence and underscore the importance of trauma-informed, culturally responsive, and gender-inclusive interventions that broaden access to and engagement with existing services,â€� said Russo, first author on a paper recently published in <em>Psychology of Men &amp; Masculinities.</em></p> <p>This study is among the first large-scale (nearly 1,200 men) U.S. studies to compare help-seeking barriers among non-Latino Black, Latino, and non-Latino White male victims of intimate partner violence. The study was led and paper co-authored by acclaimed male IPV researcher Denise Hines.</p> <h4><strong>Why does this matter?</strong></h4> <figure role="group" class="align-right"> <div> <div class="field field--name-image field--type-image field--label-hidden field__item"> <img loading="lazy" src="/sites/default/files/styles/extra_large_content_image/public/2022-06/Denise%20Hines_275x183.jpg?itok=qWJmL8bp" width="275" height="183"> </div> </div> <figcaption>Denise Hines, Elisabeth Shirley Enochs Endowed Professor. Photo provided</figcaption> </figure> <p>According to the Centers for Disease Control, 44% of men report being victims of IPV, but many of these men are not receiving support, highlighting the significance of understanding barriers to seeking help.</p> <p>“By identifying the challenges to seeking support, the findings can help inform more effective and inclusive services for diverse groups of male victims,â€� said Hines, <a href="https://socialwork.gmu.edu/enochs">Elisabeth Shirley Enochs Endowed Professor</a> of Social Work.</p> <p>“Without focused research, interventions, and support services may fail to reflect the experiences and needs of male victims,â€� said Russo.</p> <h4><strong>What are the detailed study findings?</strong></h4> <ul> <li>Across all racial and ethnic categories, viewing abuse as a private matter was the most common barrier to seeking help.</li> <li>Latino men were significantly more likely to express concerns about shame or embarrassment being a barrier.</li> <li>Black men were less likely to report concerns about not being believed.</li> <li>White men were more likely to report difficulty in labeling their experiences as abuse.</li> </ul> <h4><strong>Additional details</strong></h4> <p>The paper, <a href="https://psycnet.apa.org/fulltext/2027-52236-001.html"><em>Barriers to Help-Seeking Among Male Victims of Female-Perpetrated Intimate Partner Violence: Insights from Black, Latino, and White Men</em></a>, was published in <em>Psychology of Men &amp; Masculinities.</em> The paper was selected as the July 2026 editor’s choice article and invited for a research feature on the APA Division 51 (Society for the Psychological Study of Men and Masculinities) blog. It is available free of charge. Paper co-authors include Jennifer L. Mezzapelle of 911±¬ÁÏ, Chiara Sabina of Rutgers University, Kerry A. Lee of Bryn Mawr College, and Emily M. Douglas of Montclair State University.</p> <p><em>thumbnail provided by </em><a href="https://stock.adobe.com/contributor/211993247/nadeem?load_type=author&amp;prev_url=detail"><em>Nadeem</em></a><em> from AdobeStock</em></p> </div> </div> </div> </div> <div class="layout__region region-second"> <div data-block-plugin-id="inline_block:text" data-inline-block-uuid="87159ae7-7eef-44c1-bd9b-4745c46d3f15" class="block block-layout-builder block-inline-blocktext"> <div class="field field--name-body field--type-text-with-summary field--label-hidden field__item"><div style="background-color:#ffeec2;padding:5%;"> <h2>Key Takeaways</h2> <ul> <li data-list-item-id="ed5065f73236ec704a1adff2029bd0320">Across racial and ethnic groups, the main barriers to men seeking help for intimate partner violence are viewing it as a private matter, fear of retaliation, shame, and concerns about not being believed.</li> <li data-list-item-id="eb6d592d991bf60bed42629499dd2890b">This study is among the first large-scale (nearly 2,000 men) U.S. studies to compare help-seeking barriers among non-Latino Black, Latino, and non-Latino White men victims of intimate partner violence.</li> <li data-list-item-id="ef9d9a29994dcd08fb9bccbd14da1e48d">By identifying the challenges that may prevent men from accessing intimate partner violence support, the findings can help inform more effective and inclusive services for male victims.</li> </ul> </div> </div> </div> <div data-block-plugin-id="inline_block:text" data-inline-block-uuid="b4e8ab07-89b0-4207-a008-51dc11bc5219" class="block block-layout-builder block-inline-blocktext"> <div class="field field--name-body field--type-text-with-summary field--label-hidden field__item"><hr> </div> </div> <div data-block-plugin-id="field_block:node:news_release:field_associated_people" class="block block-layout-builder block-field-blocknodenews-releasefield-associated-people"> <h2>In This Story</h2> <div class="field field--name-field-associated-people field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">People Mentioned in This Story</div> <div class="field__items"> <div class="field__item"><a href="/profiles/dhines2" hreflang="und">Denise Hines, PhD</a></div> </div> </div> </div> <div data-block-plugin-id="inline_block:news_list" data-inline-block-uuid="4cd1ddc9-36d5-4457-80c7-9b1cce28944b" class="block block-layout-builder block-inline-blocknews-list"> <h2>Related Stories</h2> <div class="views-element-container"><div class="view view-news view-id-news view-display-id-block_1 js-view-dom-id-8ebef3b6bbe69aad3f3b2d6b013d16bcf52122914682c244f18883b59f85c16b"> <div class="view-content"> <div class="news-list-wrapper"> <ul class="news-list"> <li class="news-item"><div class="views-field views-field-title"><span class="field-content"><a href="/news/2026-10/4-va-project-brings-serious-games-nursing-education" hreflang="en">4-VA project brings 'serious' games to nursing 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class="field-content"><a href="/news/2026-10/alumnas-journey-george-mason-nursing-nih-clinical-research" hreflang="en">An alumna's journey from 911±¬ÁÏ nursing to NIH clinical research </a></span></div><div class="views-field views-field-field-publish-date"><div class="field-content">October 12, 2026</div></div></li> <li class="news-item"><div class="views-field views-field-title"><span class="field-content"><a href="/news/2026-10/twenty-george-mason-researchers-receive-4-va-funding-collaborative-research" hreflang="en">Twenty 911±¬ÁÏ researchers receive 4-VA funding for collaborative research </a></span></div><div class="views-field views-field-field-publish-date"><div class="field-content">October 8, 2026</div></div></li> </ul> </div> </div> </div> </div> </div> </div> </div> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--30-70"> <div class="layout__region region-first"> <div data-block-plugin-id="field_block:node:news_release:field_content_topics" class="block block-layout-builder block-field-blocknodenews-releasefield-content-topics"> <h2>Topics</h2> <div class="field field--name-field-content-topics field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">Topics</div> <div class="field__items"> <div class="field__item"><a href="/taxonomy/term/12301" hreflang="en">Intimate Partner Violence</a></div> <div class="field__item"><a href="/taxonomy/term/21862" hreflang="en">Men's Health</a></div> <div class="field__item"><a href="/taxonomy/term/10391" hreflang="en">Domestic Violence</a></div> <div class="field__item"><a href="/taxonomy/term/5166" hreflang="en">Mental Health</a></div> <div class="field__item"><a href="/taxonomy/term/271" hreflang="en">Research</a></div> <div class="field__item"><a href="/taxonomy/term/17226" hreflang="en">College of Public Health</a></div> <div class="field__item"><a href="/taxonomy/term/18511" hreflang="en">CPH research</a></div> <div class="field__item"><a href="/taxonomy/term/21656" hreflang="en">SW research</a></div> <div class="field__item"><a href="/taxonomy/term/21883" hreflang="en">Postdocs</a></div> </div> </div> </div> </div> <div> </div> </div> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--70-30"> <div> </div> <div> </div> </div> Wed, 12 Aug 2026 17:05:28 +0000 Heather Carroll 346091 at From military medicine to health policy: A distinguished alum reflects on his PhD experience /news/2026-08/military-medicine-health-policy-distinguished-alum-reflects-his-phd-experience <span>From military medicine to health policy: A distinguished alum reflects on his PhD experience </span> <span><span>Heather Carroll</span></span> <span><time datetime="2026-08-10T10:24:04-04:00" title="Monday, August 10, 2026 - 10:24">Mon, 08/10/2026 - 10:24</time> </span> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--30-70"> <div class="layout__region region-first"> <div data-block-plugin-id="inline_block:text" data-inline-block-uuid="d1ef93ab-578d-4b86-af68-66d4d6f062be" class="block block-layout-builder block-inline-blocktext"> <div class="field field--name-body field--type-text-with-summary field--label-hidden field__item"><div style="background-color:#ffeec2;padding:5%;"> <h2>Key Takeaways</h2> <ul> <li>Christian Betancourt, PhD Health Services Research ’22, will receive the 911±¬ÁÏ College of Public Health’s 2026 Distinguished Alumni Award for his leadership in military, federal, and academic health care.<br>&nbsp;</li> <li>Betancourt credits 911±¬ÁÏ’s mentorship and hands-on research with helping him translate complex data into evidence-based health policy.<br>&nbsp;</li> <li>Now an assistant professor at Uniformed Services University and deputy chief within the Defense Health Agency’s Health Informatics Division, Betancourt mentors future military health care leaders.</li> </ul> </div> </div> </div> </div> <div class="layout__region region-second"> <div data-block-plugin-id="field_block:node:news_release:body" class="block block-layout-builder block-field-blocknodenews-releasebody"> <div class="field field--name-body field--type-text-with-summary field--label-visually_hidden"> <div class="field__label visually-hidden">Body</div> <div class="field__item"><p><span class="intro-text">Christian Betancourt, PhD Health Services Research '22, and the College of Public Health's 2026 Distinguished Alumni, discusses how the mentorship and hands-on research at 911±¬ÁÏ continue to influence his work at Uniformed Services University and the Defense Health Agency.</span></p> <figure role="group" class="align-right"> <div> <div class="field field--name-image field--type-image field--label-hidden field__item"> <img loading="lazy" src="/sites/default/files/styles/small_content_image/public/2026-08/christianbetancorthsr22_photoprovided.png?itok=IfzvZZX5" width="250" height="350"> </div> </div> <figcaption>Christian Betancourt&nbsp;<br><em>photo provided</em></figcaption> </figure> <p>Four years after earning his PhD in Health Services Research, Christian Betancourt will return to 911±¬ÁÏ this fall to receive the College of Public Health's 2026 Distinguished Alumni Award.</p> <p>Today, Betancourt serves as an assistant professor at Uniformed Services University and deputy chief within the Defense Health Agency's Health Informatics Division. Over his nearly three-decade career spanning military, federal, and academic health care, he has led veterans' mental health programs, directed a nationally ranked graduate program, and advanced health informatics and policy across the military health system.</p> <p>Bentacourt recently reflected on how his 911±¬ÁÏ experience continues to influence his career and daily decisions.</p> <h4><strong>Why did you choose the 911±¬ÁÏ College of Public Health?</strong></h4> <p>After more than 20 years as a financial and administrative officer in federal health care, including time with the Navy, Marine Corps, and Veterans Affairs, I had a deep operational understanding of the system's challenges. I chose 911±¬ÁÏ because I wanted to move from managing these challenges to fundamentally understanding and solving them. The PhD in Health Services Research has a strong reputation for rigorous, policy-focused research. Its location near the nation's capital and direct connections to major health systems like the Defense Health Agency was the perfect match to bridge my experience with the academic expertise needed to drive meaningful, evidence-based change in federal health care.</p> <h4><strong>What experiences at 911±¬ÁÏ had the greatest impact?</strong></h4> <p>The mentorship I received was the cornerstone of my experience. My dissertation committee, especially my chair, <a href="https://publichealth.gmu.edu/profiles/pkitsant">Panagiota Kitsantas</a>, treated me as a future colleague, pushing me to think critically about policy, access, and outcomes. My dissertation on substance-use disorders and mental health among U.S. veterans allowed me to apply both quantitative and qualitative research methods to a topic I’m passionate about. My coursework also provided the methodological toolkit I now use at the Defense Health Agency to analyze data and inform policy decisions.</p> <p>The hands-on research opportunities were equally transformative. As the sole recipient of the Navy's DUINS (Duty Under Instruction) Scholarship to attend 911±¬ÁÏ, I was able to fully immerse myself in my research.</p> <h4><strong>How did the PhD in Health Services Research program help prepare you for the work you're doing today?</strong></h4> <p>911±¬ÁÏ equipped me with the skills to translate complex data into actionable policy insights. The program taught me how to systematically investigate complex health care challenges using rigorous research methodologies. Today, I rely on quantitative data analysis, program evaluation, and qualitative research to understand both the "what" and the "why" behind health trends and develop data-driven solutions.</p> <p>Just as importantly, my time at 911±¬ÁÏ profoundly shaped my identity as an educator and mentor. Experiencing the faculty's dedicated mentorship inspired me to pay that forward in my own teaching. The rigorous academic standards and collaborative environment continue to inform how I develop curricula and mentor the next generation of military health care leaders and public health professionals.</p> <h4><strong>What would you say to someone considering a degree in public health or health services research?</strong></h4> <p>If you are driven to not just work in the health care system but to make the system itself work better, this is the field for you. My career began on the front lines of military medicine, and I saw the challenges firsthand. A degree in Health Services Research gives you the tools to address those challenges on a systemic level. Your work can improve care for thousands or even millions of people by shaping policy, optimizing resources, and ensuring that decisions are based on evidence, not just tradition. It's uniquely challenging and incredibly rewarding.</p> <p><a href="https://alumni.gmu.edu/s/1564/GID2/16/interior.aspx?sid=1564&amp;gid=2&amp;pgid=9866">Learn more about the 2026 911±¬ÁÏ Distinguished Alumni Awards.</a></p> <p><a href="https://publichealth.gmu.edu/program/health-services-research-phd">Learn more about the PhD in Health Services Research.</a></p> <p>##</p> </div> </div> </div> <div data-block-plugin-id="inline_block:text" data-inline-block-uuid="990d1d7e-550e-4c63-b7f8-c76bd2d6e651" class="block block-layout-builder block-inline-blocktext"> <div class="field field--name-body field--type-text-with-summary field--label-hidden field__item"><div style="background-color:#ccdcd7;padding:5%;"> <h2>Considering a PhD in Health Services Research?</h2> <ul> <li>Alum Christian Betancourt says the combination of policy-focused research, faculty mentorship, and connections to major federal health organizations gave him a foundation he continues to use in his career.<br>&nbsp;</li> <li>The program equipped provides with the skills to translate complex data into actionable policy insights and how to systematically investigate complex health care challenges using rigorous research methodologies.<br>&nbsp;</li> <li>Betancourt's advice: If you want to improve health care on a large scale by shaping policy and making evidence-based decisions, 911±¬ÁÏ’s health services research programs teaches you the tools to do that.</li> </ul> </div> </div> </div> <div data-block-plugin-id="field_block:node:news_release:field_content_topics" class="block block-layout-builder block-field-blocknodenews-releasefield-content-topics"> <h2>Topics</h2> <div class="field field--name-field-content-topics field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">Topics</div> <div class="field__items"> <div class="field__item"><a href="/taxonomy/term/21860" hreflang="en">Alumni</a></div> <div class="field__item"><a href="/taxonomy/term/20526" hreflang="en">CPH alum</a></div> <div class="field__item"><a href="/taxonomy/term/18876" hreflang="en">PhD in Health Services Research</a></div> <div class="field__item"><a href="/taxonomy/term/17226" hreflang="en">College of Public Health</a></div> <div class="field__item"><a href="/taxonomy/term/2076" hreflang="en">Military</a></div> <div class="field__item"><a href="/taxonomy/term/436" hreflang="en">doctoral students</a></div> </div> </div> </div> </div> </div> Mon, 10 Aug 2026 14:24:04 +0000 Heather Carroll 346058 at Hines appointed first woman editor-in-chief of ‘Psychology of Men and Masculinities' /news/2026-08/hines-appointed-first-woman-editor-chief-psychology-men-and-masculinities <span>Hines appointed first woman editor-in-chief of ‘Psychology of Men and Masculinities'</span> <span><span>Heather Carroll</span></span> <span><time datetime="2026-08-04T15:17:45-04:00" title="Tuesday, August 4, 2026 - 15:17">Tue, 08/04/2026 - 15:17</time> </span> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--30-70"> <div class="layout__region region-first"> <div data-block-plugin-id="field_block:node:news_release:field_associated_people" class="block block-layout-builder block-field-blocknodenews-releasefield-associated-people"> <h2>In This Story</h2> <div class="field field--name-field-associated-people field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">People Mentioned in This Story</div> <div class="field__items"> <div class="field__item"><a href="/profiles/dhines2" hreflang="und">Denise Hines, PhD</a></div> </div> </div> </div> <div data-block-plugin-id="inline_block:text" data-inline-block-uuid="970d3a58-f91f-4346-948b-ffe26a9fc265" class="block block-layout-builder block-inline-blocktext"> <div class="field field--name-body field--type-text-with-summary field--label-hidden field__item"><div style="background-color:#ffeec2;padding:5%;"> <h2>Key Takeaways</h2> <ul> <li>Denise Hines has been appointed the first woman editor-in-chief of <em>Psychology of Men and Masculinities.</em><br>&nbsp;</li> <li>With more than 25 years of experience, Hines is a national expert on men’s lives, mental health, relationships, help-seeking, and intimate partner violence victimization.<br>&nbsp;</li> <li>This appointment reflects Hines’ scholarship on men and masculinities, and her commitment to mentoring emerging scholars, fostering interdisciplinary research, and translating research findings into real-world solutions.</li> </ul> </div> </div> </div> </div> <div class="layout__region region-second"> <div data-block-plugin-id="field_block:node:news_release:body" class="block block-layout-builder block-field-blocknodenews-releasebody"> <div class="field field--name-body field--type-text-with-summary field--label-visually_hidden"> <div class="field__label visually-hidden">Body</div> <div class="field__item"><p><span class="intro-text">An international expert on male intimate partner violence, Denise Hines has more than 25 years of experience researching men’s lives, mental health, relationships, and intimate partner violence victimization. &nbsp;</span></p> <figure role="group" class="align-right"> <div> <div class="field field--name-image field--type-image field--label-hidden field__item"> <img loading="lazy" src="/sites/default/files/2022-06/Denise%20Hines_275x183.jpg" width="275" height="183"> </div> </div> <figcaption>Denise Hines</figcaption> </figure> <p>International expert on male intimate partner violence <a href="https://publichealth.gmu.edu/profiles/dhines2">Denise Hines</a> has been appointed the first woman editor-in-chief of <a href="https://www.apa.org/pubs/journals/men"><em>Psychology of Men and Masculinities</em></a>, a journal of the American Psychological Association.</p> <p>Hines is the Elisabeth Shirley Enochs Endowed Professor of Social Work at 911±¬ÁÏ’s College of Public Health and has spent more than 25 years conducting research on men’s lives, mental health, relationships, help-seeking, and intimate partner violence victimization. She is a leader in male intimate partner violence research and help-seeking strategies.</p> <p>This appointment reflects Hines’ scholarship on men and masculinities, and her longstanding commitment to mentoring early career researchers, fostering interdisciplinary research, and translating research findings into real-world solutions for individuals, families, and communities.</p> <p>“The journal has played a formative role in advancing understanding of men's lives, health, relationships, and well-being, and I am honored by the opportunity to help shape its future," said Hines. “I am particularly excited to foster rigorous, innovative, and inclusive scholarship that captures the diversity and complexity of men's experiences, supports emerging scholars, and advances research with meaningful implications for practice, policy, and social change. After more than two decades as an author, reviewer, editorial board member, and guest editor, I view this role as an opportunity to give back to a field that has profoundly shaped my professional life while helping position the journal for continued growth and impact.â€�</p> <p>Hines served on the journal’s editorial board since 2021 and recently guest edited a special issue focused on men’s experiences with intimate partner violence and family abuse victimization. She has had nine articles published in the journal, including her first-ever publication in 2001. In 2010, she was named in the Top 10 Most Productive Psychology of Men and Masculinity Scholars, and the only female scholar to make the Top 10.</p> <p>“My work has often focused on populations whose experiences are overlooked or misunderstood, particularly male victims of intimate partner violence, and I hope to continue supporting research that improves practice, policy, and public understanding of men’s experiences,â€� said Hines.</p> <p>She begins her four-and-a-half-year term as editor-in-chief of <em>Psychology of Men and Masculinities</em> in January 2027.</p> </div> </div> </div> <div data-block-plugin-id="field_block:node:news_release:field_content_topics" class="block block-layout-builder block-field-blocknodenews-releasefield-content-topics"> <h2>Topics</h2> <div class="field field--name-field-content-topics field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">Topics</div> <div class="field__items"> <div class="field__item"><a href="/taxonomy/term/12301" hreflang="en">Intimate Partner Violence</a></div> <div class="field__item"><a href="/taxonomy/term/21862" hreflang="en">Men's Health</a></div> <div class="field__item"><a href="/taxonomy/term/5166" hreflang="en">Mental Health</a></div> <div class="field__item"><a href="/taxonomy/term/206" hreflang="en">Faculty and Staff News</a></div> <div class="field__item"><a href="/taxonomy/term/17226" hreflang="en">College of Public Health</a></div> </div> </div> </div> </div> </div> Tue, 04 Aug 2026 19:17:45 +0000 Heather Carroll 346053 at Turning data into better health: 911±¬ÁÏ’s Bachelor’s in Health Informatics earns CAHIIM accreditation /news/2026-08/turning-data-better-health-george-masons-bachelors-health-informatics-earns-cahiim <span>Turning data into better health: 911±¬ÁÏ’s Bachelor’s in Health Informatics earns CAHIIM accreditation </span> <span><span>Heather Carroll</span></span> <span><time datetime="2026-08-04T15:08:01-04:00" title="Tuesday, August 4, 2026 - 15:08">Tue, 08/04/2026 - 15:08</time> </span> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--30-70"> <div class="layout__region region-first"> <div data-block-plugin-id="inline_block:text" data-inline-block-uuid="bd059bd1-4fe5-472c-8de5-c6890c1a3c95" class="block block-layout-builder block-inline-blocktext"> <div class="field field--name-body field--type-text-with-summary field--label-hidden field__item"><div style="background-color:#ffeec2;padding:5%;"> <h2>Key Takeaways</h2> <ul> <li>911±¬ÁÏ’s Bachelor of Science in Health Informatics has earned prestigious CAHIIM accreditation, making it one of only two accredited undergraduate programs in the nation and the first in Virginia.<br>&nbsp;</li> <li>The nationally recognized program prepares students to turn health data, technology, and artificial intelligence into solutions that improve patient care and strengthen health systems.<br>&nbsp;</li> <li>As demand grows for professionals who can bridge data and decision-making, 911±¬ÁÏ equips graduates with the technical and health care expertise employers need across hospitals, government agencies, and industry.</li> </ul> </div> </div> </div> <div data-block-plugin-id="field_block:node:news_release:field_associated_people" class="block block-layout-builder block-field-blocknodenews-releasefield-associated-people"> <h2>In This Story</h2> <div class="field field--name-field-associated-people field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">People Mentioned in This Story</div> <div class="field__items"> <div class="field__item"><a href="/profiles/pkitsant" hreflang="und">Panagiota Kitsantas, PhD</a></div> <div class="field__item"><a href="/profiles/jwojtusi" hreflang="und">Janusz Wojtusiak, PhD</a></div> </div> </div> </div> </div> <div class="layout__region region-second"> <div data-block-plugin-id="field_block:node:news_release:body" class="block block-layout-builder block-field-blocknodenews-releasebody"> <div class="field field--name-body field--type-text-with-summary field--label-visually_hidden"> <div class="field__label visually-hidden">Body</div> <div class="field__item"><p><span class="intro-text">The College of Public Health's nationally recognized program prepares students to meet rising demand for professionals who transform health care by turning data and technology into improved patient care.&nbsp;</span></p> <p>Health informatics plays a central role in modern health care, where electronic health records, artificial intelligence, and analytics are transforming how care is delivered and healthcare managed. The field focuses on translating complex health data into insights that support better outcomes for patients and populations.</p> <div class="align-right"> <div class="field field--name-image field--type-image field--label-hidden field__item"> <img loading="lazy" src="/sites/default/files/styles/small_content_image/public/2025-02/cahiim_logo_registered.png?itok=Rx4a6Cm1" width="350" height="71"> </div> </div> <p>That work has reached a defining milestone at 911±¬ÁÏ. The College of Public Health’s Bachelor of Science in Health Informatics has officially earned accreditation from the Commission on Accreditation for Health Informatics and Information Management Education (CAHIIM), making 911±¬ÁÏ one of only two programs nationwide to achieve undergraduate accreditation. As the first in Virginia, this distinction reinforces the university’s position as a leader in preparing the next generation of health informaticians.</p> <p>“The Bachelor of Science in Health Informatics reflects the strength, rigor, and growing impact of our undergraduate education in this critical field,â€� said Panagiota Kitsantas, interim chair of the Department of Health Administration, Policy, and Informatics, which houses the informatics program. “It underscores our commitment to providing an education that equips students to address today’s challenges and harness data and technology to improve patient outcomes and healthcare delivery.â€�</p> <p>Unlike traditional data analytics or engineering degrees, health informatics is grounded in the health context itself. Students gain technical skills in data and technology while also learning how health systems function, how care is delivered, and how decisions affect patients and communities. Health informatics is not simply about applying technology to health. This interdisciplinary approach prepares graduates to transform data into informed action across healthcare settings.</p> <p>The timing is significant. The field is expanding quickly, with roles emerging across hospitals, government agencies, and private industry for specialists who can manage data, improve systems, and guide decision-making. As digital tools expand and artificial intelligence becomes more integrated into clinical settings, employers increasingly seek graduates who understand both the technical and human dimensions of care.</p> <p>911±¬ÁÏ’s Master of Science in Health Informatics has been CAHIIM-accredited for more than 10 years. Accreditation of the bachelor’s program builds on that strong foundation and reinforces the college’s commitment to preparing graduates to lead health systems increasingly shaped by real-time data, artificial intelligence, and technological innovation.</p> <p>“From their first courses through hands-on experiences, our students are immersed in the complexities of health data, information systems, advanced technology and how they shape real-world decisions,â€� said Janusz Wotusiak, director of 911±¬ÁÏ’s health informatics programs. “What sets them apart is their ability to connect that data to the realities of health care delivery—developing the skills not only to analyze information, but to apply it in ways that improve decision-making, strengthen health systems, and drive better outcomes for patients and communities.â€�</p> <p>As the field has evolved and become more vital to health care, 911±¬ÁÏ has continued to expand its health informatics programs to meet workforce needs. 911±¬ÁÏ’s health informatics program dates back to the late 1990s when a health information systems concentration was first offered. The standalone Master of Science in Health Informatics was launched in 2012.The Bachelor of Science in Health Informatics launched in 2021 as a standalone program after a decade-long offering of health informatics concentration, in response to growing demand for professionals who can improve patient care through data.</p> <p>The department also offers Discovery Science and Health Informatics concentration under the Health Services Research PhD program that is a natural continuation for students who decide to continue their education.</p> <p>“We had students who completed our undergraduate, master's and PhD in health informatics. This shows maturity of the program and ability for students to progress,â€� said Wojtusiak.</p> <p><strong>Why accreditation matters</strong></p> <p>CAHIIM accreditation is the gold standard for health informatics education. It ensures that a program meets rigorous national benchmarks for curriculum quality, faculty expertise, and workforce relevance.</p> <p>For students, CAHIIM accreditation means:</p> <ul> <li>Confidence in their degree’s value in a competitive job market</li> <li>Preparation aligned with employer needs across health systems, government, and industry</li> <li>Training that integrates technical skills with health care knowledge and practical application</li> </ul> <p>As demand accelerates for professionals who can bridge data and decision-making, 911±¬ÁÏ’s fully accredited program prepares graduates to step into roles where they can use data not only to analyze the past but also to drive better decisions for the future of health care.</p> </div> </div> </div> <div data-block-plugin-id="field_block:node:news_release:field_content_topics" class="block block-layout-builder block-field-blocknodenews-releasefield-content-topics"> <h2>Topics</h2> <div class="field field--name-field-content-topics field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">Topics</div> <div class="field__items"> <div class="field__item"><a href="/taxonomy/term/2921" hreflang="en">Accreditation</a></div> <div class="field__item"><a href="/taxonomy/term/5796" hreflang="en">Health Informatics</a></div> <div class="field__item"><a href="/taxonomy/term/116" hreflang="en">Campus News</a></div> </div> </div> </div> </div> </div> Tue, 04 Aug 2026 19:08:01 +0000 Heather Carroll 346050 at Case study winners share how the competition prepares students for public health careers /news/2026-08/case-study-winners-share-how-competition-prepares-students-public-health-careers <span>Case study winners share how the competition prepares students for public health careers </span> <span><span>Heather Carroll</span></span> <span><time datetime="2026-08-04T10:32:58-04:00" title="Tuesday, August 4, 2026 - 10:32">Tue, 08/04/2026 - 10:32</time> </span> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--30-70"> <div class="layout__region region-first"> <div data-block-plugin-id="inline_block:text" data-inline-block-uuid="02505cad-0cd2-460b-b94d-449cd99074a4" class="block block-layout-builder block-inline-blocktext"> <div class="field field--name-body field--type-text-with-summary field--label-hidden field__item"><div style="background-color:#ffeec2;padding:5%;"> <h2>Key Takeaways</h2> <ul> <li>Three 911±¬ÁÏ College of Public Health interdisciplinary teams earned national recognition in the 2026 National Case Study Competition in Health Education, winning two gold awards and one bronze for developing evidence-based mental health interventions.<br>&nbsp;</li> <li>Students said the competition provided valuable hands-on experience in public health program planning, while strengthening their professional skills, confidence, and ability to solve complex health challenges.<br>&nbsp;</li> <li>Participants emphasized that working across disciplines was one of the most important lessons, showing how diverse perspectives and expertise lead to stronger public health solutions and better career preparation.</li> </ul> </div> </div> </div> <div data-block-plugin-id="field_block:node:news_release:field_associated_people" class="block block-layout-builder block-field-blocknodenews-releasefield-associated-people"> <h2>In This Story</h2> <div class="field field--name-field-associated-people field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">People Mentioned in This Story</div> <div class="field__items"> <div class="field__item"><a href="/profiles/mwill29" hreflang="und">Michelle S. Williams, PhD, MSPH</a></div> </div> </div> </div> </div> <div class="layout__region region-second"> <div data-block-plugin-id="field_block:node:news_release:body" class="block block-layout-builder block-field-blocknodenews-releasebody"> <div class="field field--name-body field--type-text-with-summary field--label-visually_hidden"> <div class="field__label visually-hidden">Body</div> <div class="field__item"><p><span class="intro-text">Three 911±¬ÁÏ interdisciplinary teams placed in the 2026 National Case Study Competition in Health Education. Students share what they learned from the experience and why they recommend it to others.&nbsp;</span></p> <p>Three 911±¬ÁÏ interdisciplinary teams placed in the 2026 National Case Study Competition in Health Education. Students say the experience strengthened their public health skills, expanded their professional networks, and reinforced the importance of interdisciplinary collaboration.</p> <figure role="group" class="align-right"> <div> <div class="field field--name-image field--type-image field--label-hidden field__item"> <img loading="lazy" src="/sites/default/files/styles/media_library/public/2026-08/ananyaedupuganti.png?itok=-ZLr4ZmA" width="220" height="209"> </div> </div> <figcaption>Ananya Edupuganti</figcaption> </figure> <p>Through the competition, students gained hands-on experience in public health program planning, built confidence in addressing complex health challenges, and learned how professionals from different disciplines work together to develop effective solutions. Three College of Public Health teams earned national recognition, including two gold awards and one bronze. Graduate teams Manisha Jagdesh Leemani, and Isela Caballero and Jessica Hively and Ananya Edupuganti each earned gold awards, while undergraduate students Michael Kaleem and Ava Parker earned bronze. Associate Professor in the Department of Global and Community Health <a href="https://publichealth.gmu.edu/profiles/mwill29">Michelle Williams</a> advised all three teams.</p> <p>The annual competition challenges undergraduate and graduate students to develop evidence-based solutions to real-world public health problems. This year's participants were tasked with designing culturally responsive mental health interventions for youth and their families.</p> <p>"This is a unique opportunity for a nursing student [to be able to participate in a public health case competition] due to the nursing school’s location within the College of Public Health. As an undergraduate and master’s student at a different university, I was not aware of similar opportunities and have found it to be a really valuable learning experience,â€� said Hively, who is working on a Doctorate of Nursing Practice (DNP) and graduate certificate in public health.</p> <p>All of the participants described the competition as both challenging and rewarding. Their experiences highlighted three key takeaways: gaining real-world intervention planning experience, building professional skills and confidence, and learning the value of interdisciplinary collaboration.</p> <h3><strong>What did students gain from participating in the case competition?</strong></h3> <h4><strong>Real-world intervention planning experience</strong></h4> <p>Beyond designing interventions, participants said the competition helped them develop practical workplace skills that will benefit them throughout their careers.</p> <figure role="group" class="align-left"> <div> <div class="field field--name-image field--type-image field--label-hidden field__item"> <img loading="lazy" src="/sites/default/files/styles/media_library/public/2026-08/avaparker.png?itok=s7NZJVqv" width="165" height="220"> </div> </div> <figcaption>Ava Parker</figcaption> </figure> <p>“I thought that this would be an incredible opportunity to gain skills necessary for successful public health program planning, it would open doors to network with like-minded faculty and students, and I could contribute to something that I am passionate about. I knew that this experience was going to be so much fun, and I was right: This was amazing!â€� said student Ava Parker, who is working on a bachelor's degree in community health.</p> <p>The undergraduate team explored how district-wide partnerships with local schools and community organizations in Portland, Oregon, could support culturally relevant mental health awareness, early intervention, and peer support programs to better serve students.</p> <p>“I saw it as an opportunity to gain hands-on experience while working alongside another graduate student. It ended up being one of the most rewarding experiences of my graduate program and reinforced my passion for public health,â€� said Caballero, a MPH student.</p> <h4><strong>Building skills and confidence</strong></h4> <p>“This case competition was incredibly helpful in building skills and confidence needed to create targeted public health programs. I learned how to effectively and efficiently work as a team, where each person is able to contribute their own sets of skills to find solutions to public health problems,â€� said Parker, who would like to pursue a career in infectious disease surveillance at the local, state, or federal level.</p> <figure role="group" class="align-right"> <div> <div class="field field--name-image field--type-image field--label-hidden field__item"> <img loading="lazy" src="/sites/default/files/styles/media_library/public/2026-08/michaelkaleem.png?itok=xNtBLbkG" width="219" height="220"> </div> </div> <figcaption>Michael Kaleem</figcaption> </figure> <p>“I learned that program implementation takes time and careful planning. Additionally, you have to be as realistic as possible and think a lot about the what ifs because there could be a lot of holes poked in your methodology if you do not think about these things,â€� said Honors College student Michael Kaleem, who has completed a BS in Community Health and also pursuing an accelerated master's in public health.</p> <p>“This case competition was much more public health-focused, which challenged me to rethink how I approached problems as an administrator. I had to look beyond financial sustainability and operational considerations and think more deeply about community impact, health equity, and population health outcomes. It was a great opportunity to challenge myself, learn from a different perspective, and grow both personally and professionally,â€� said Ananya Edupuganti, Master of Health Administration ’26.</p> <p>The graduate teams developed a culturally responsive mental health intervention that partnered with a local Native American organization to deliver CBT-based programming for youth and their caregivers.</p> <h4><strong>Interdisciplinary Collaboration</strong></h4> <p>Perhaps the most significant takeaway was learning how professionals from different disciplines can work together to address complex public health challenges. Case competitions provide students the opportunity to work with students and faculty in other disciplines they may not interact with in their classes. Interdisciplinary collaboration is key to public health.</p> <figure role="group" class="align-left"> <div> <div class="field field--name-image field--type-image field--label-hidden field__item"> <img loading="lazy" src="/sites/default/files/styles/media_library/public/2026-08/jessicahively.png?itok=OsqipXRW" width="147" height="220"> </div> </div> <figcaption>Jessica Hively</figcaption> </figure> <p>“I participated in the case competition because I was interested in the opportunity to work with an interdisciplinary team. I am an MSN to DNP and graduate certificate in public health student, and Ananya was a Master of Health Administration student. These types of interdisciplinary opportunities mimic the ‘real-world’ public health and health care environments and are great opportunities for learning,â€� said Hively.</p> <p>“The most valuable lesson I learned was how much we can learn from people with different backgrounds and experiences. Our collaboration reminded me that the strongest solutions are rarely developed in isolation; they come from bringing together different areas of expertise, listening to one another, and working toward a shared goal. That experience is something I will carry with me throughout my career in health care,â€� said Edupuganti, who recently accepted a position with UF Health Shands Hospital in health care operations and analytics.</p> <h4><strong>Advice for students considering participating in a case competition</strong></h4> <figure role="group" class="align-right"> <div> <div class="field field--name-image field--type-image field--label-hidden field__item"> <img loading="lazy" src="/sites/default/files/styles/media_library/public/2026-08/caballero_leemani_2026.png?itok=EgFrtxXM" width="220" height="194"> </div> </div> <figcaption>Jagdesh Leemani and Isela Caballero</figcaption> </figure> <p>“Go for it, even if it's your first one. It's a great opportunity to step outside your comfort zone and apply what you've learned to real-world challenges. Don't worry about having all the answers. Focus on learning from the experience, trust your teammates, and enjoy the process,â€� said Caballero.</p> <p>"<span>Treat the competition as an opportunity to learn rather than as a test of what you already know. Some of the most valuable lessons come from discussing different ideas, receiving feedback, and refining your thinking along the way. You don't need to have all the answers, you just need to stay curious, contribute your perspective, and be open to learning from others," said Manisha Jagdesh Leemani, MS Health Informatics '26.</span></p> <p>Students say the experience offers an invaluable opportunity to apply classroom learning to real-world public health challenges, collaborate across disciplines, and build skills that translate directly to future careers.</p> </div> </div> </div> <div data-block-plugin-id="field_block:node:news_release:field_content_topics" class="block block-layout-builder block-field-blocknodenews-releasefield-content-topics"> <h2>Topics</h2> <div class="field field--name-field-content-topics field--type-entity-reference field--label-visually_hidden"> <div class="field__label visually-hidden">Topics</div> <div class="field__items"> <div class="field__item"><a href="/taxonomy/term/21789" hreflang="en">CPH Student Research</a></div> <div class="field__item"><a href="/taxonomy/term/606" hreflang="en">Student Research</a></div> <div class="field__item"><a href="/taxonomy/term/15806" hreflang="en">competitions</a></div> <div class="field__item"><a href="/taxonomy/term/17226" hreflang="en">College of Public Health</a></div> <div class="field__item"><a href="/taxonomy/term/336" hreflang="en">Students</a></div> <div class="field__item"><a href="/taxonomy/term/821" hreflang="en">Honors College</a></div> </div> </div> </div> </div> </div> Tue, 04 Aug 2026 14:32:58 +0000 Heather Carroll 346046 at Can AI help make medical records less biased? New study suggests yes—with caveats /news/2026-07/can-ai-help-make-medical-records-less-biased-new-study-suggests-yes-caveats <span>Can AI help make medical records less biased? New study suggests yes—with caveats </span> <span><span>Heather Carroll</span></span> <span><time datetime="2026-07-10T12:50:49-04:00" title="Friday, July 10, 2026 - 12:50">Fri, 07/10/2026 - 12:50</time> </span> <div class="layout layout--gmu layout--twocol-section layout--twocol-section--70-30"> <div class="layout__region region-first"> <div data-block-plugin-id="field_block:node:news_release:body" class="block block-layout-builder block-field-blocknodenews-releasebody"> <div class="field field--name-body field--type-text-with-summary field--label-visually_hidden"> <div class="field__label visually-hidden">Body</div> <div class="field__item"><p><span class="intro-text">Large language models can identify judgmental language in clinical notes but the settings play a major role in accuracy.&nbsp;</span></p> <figure role="group" class="align-right"> <div> <div class="field field--name-image field--type-image field--label-hidden field__item"> <img loading="lazy" src="/sites/default/files/styles/small_content_image/public/2026-07/teenu_xavier.png?itok=BU560lx-" width="233" height="350"> </div> </div> <figcaption>Teenu Xavier PhD, RN. Photo provided</figcaption> </figure> <p>“Addict,â€� “non-compliant,â€� “failed treatment,â€� and “obese personâ€� are examples of stigmatizing language that can appear in medical records. At 911±¬ÁÏ’s College of Public Health, researchers are exploring whether artificial intelligence (AI) can help identify this kind of language in clinical notes before it impacts patient care.</p> <p>Nurse scientist <a href="https://nursing.gmu.edu/profiles/txavier">Teenu Xavier</a> and colleagues found that large language models (LLMs) show promise in identifying stigmatizing language in clinical documentation, but their performance is highly dependent on their settings. Model size, temperature settings, prompting strategies, and even note type can substantially influence results.</p> <p>One finding was consistent across every model tested: Providing examples of stigmatizing language improved accuracy.</p> <p>“Simply selecting an LLM is not enough when used for clinical documentation,â€� said Xavier, an assistant professor in the School of Nursing. “Careful attention must be paid to settings and prompting before these tools can be reliably used in health care environments.â€�</p> <h4><strong>Why does this matter?</strong></h4> <p>The use of stigmatizing language in clinical documentation can reinforce bias and affect a patient’s future care. AI tools may be able to help identify this kind of language, promoting more equitable care and improving patient trust and experience.</p> <p>“Pre-trained models, when optimized for identifying stigmatizing language, could help enable more timely interventions and modifications to the documentation process,â€� Xavier said. “Our research highlights the need for continued collaboration between health care professionals and AI developers to create tools that improve communication, reduce bias, and improve the overall patient experience.â€�</p> <h4><strong>What are the detailed study findings?</strong></h4> <ul> <li>The largest LLM (trained on large amounts of data) was the best at predicting “stigmatizingâ€� language (94%), but the worst at predicting “not stigmatizingâ€� correctly (47%).<br>&nbsp;</li> <li>The smallest LLM was the best at predicting “not stigmatizingâ€� correctly (99.7%), but worst at predicting “stigmatizingâ€� correctly (2%).<br>&nbsp;</li> <li>When researchers gave the LLM an example of stigmatizing language, accuracy improved in all models.<br>&nbsp;</li> <li>Emergency provider notes were most accurately (69%) categorized as “stigmatizingâ€� or “non-stigmatizing,â€� and plan of care notes had the lowest accuracy (56%). Misclassifications most commonly arose in long, clinically dense notes where neutral descriptions of complex illness or adverse events were mistaken by the models for judgmental language.<br>&nbsp;</li> <li>Larger models worked best at lower temperature (how predictable or random the LLMs’s output is when making a classification) and smaller models improved with higher temperature, which means the LLM took more risks in interpretation.</li> </ul> <p><a href="https://academic.oup.com/jamiaopen/article/9/2/ooag037/8572038">“Detecting stigmatizing language with large language models: mind the settingsâ€�</a> was published in JAMIA Open in April 2026. Co-authors include Jane M. Carrington from the University of Florida and Joshua Lambert from the University of Cincinnati.</p> <p><em>Thumbnail photo by </em><a class="blue science-text js-contributor-link" href="https://stock.adobe.com/contributor/205162424/issaronow?load_type=author&amp;prev_url=detail"><em>issaronow</em></a><em> from Adobe Stock.</em></p> </div> </div> </div> </div> <div class="layout__region region-second"> <div data-block-plugin-id="inline_block:text" data-inline-block-uuid="c381e12e-0d19-4b4f-ab99-012767634927" class="block block-layout-builder block-inline-blocktext"> <div class="field field--name-body field--type-text-with-summary field--label-hidden field__item"><div style="background-color:#ffeec2;padding:2%;"> <h2>Key Takeaways</h2> <ul> <li>A 911±¬ÁÏ study found that&nbsp;large language models&nbsp;show promise in&nbsp;identifying&nbsp;stigmatizing language in clinical documentation, but their performance is highly dependent on their settings, such as model size, temperature settings, prompting strategies, and note type.&nbsp;<br>&nbsp;</li> <li>The ability to detect and correct stigmatizing language early can reduce bias in patient care and lead to improved patient trust and better health outcomes.&nbsp;<br>&nbsp;</li> <li>Continued collaboration between health care workers and AI developers is needed to create tools that enhance communication, reduce bias, and improve the overall patient experience.&nbsp;</li> </ul> </div> </div> </div> <div data-block-plugin-id="inline_block:call_to_action" data-inline-block-uuid="dde0f15e-6633-4359-aff4-d815414b6345"> <div class="cta"> <a class="cta__link" href="/research/AI"> <p class="cta__title">Learn about Artificial Intelligence at 911±¬ÁÏ <i class="fas fa-arrow-circle-right"></i> </p> <span class="cta__icon"></span> </a> </div> </div> <div data-block-plugin-id="inline_block:text" data-inline-block-uuid="b1bde1d2-caee-4099-9989-90a515d70643" class="block block-layout-builder block-inline-blocktext"> </div> <div 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