Research map: Extreme Heat in the Age of Generative AI: Assessing the Accuracy, Accessibility, Equity, and Inclusion of Theory for Public Health Communication

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Papers in this map

  1. Interrater reliability: the kappa statistic · Marry L. McHugh · 2012 · 20219 citations · Cited by this paper
  2. Clinical AI Applications in the Context of Cancer: Explaining Openness to Information and Consent to Use Through Risk Perceptions and Efficacy Beliefs · 2026 · Related
  3. An Ecological Perspective on Health Promotion Programs · Kenneth R. McLeroy · 1988 · 8569 citations · Cited by this paper
  4. When Provider Contact Does Not Become PrEP Care · 2026 · Related
  5. The Impacts of Climate Change on Human Health in the United States: A Scientific Assessment · Allison R. Crimmins · 2016 · 734 citations · Cited by this paper
  6. Stress Buffering Through Online Social Support Under Offline Constraints · 2026 · Related
  7. Bias and Fairness in Large Language Models: A Survey · Isabel O. Gallegos · 2024 · 661 citations · Cited by this paper
  8. Narrative Engagement and Cultural Resonance: Examining Spokesperson Messaging in the “Get Real About Diabetes” Campaign Targeting African American Audiences · 2025 · Related
  9. Reliability of Medical Information Provided by ChatGPT: Assessment Against Clinical Guidelines and Patient Information Quality Instrument · Harriet Louise Walker · 2023 · 375 citations · Cited by this paper
  10. Influencing the Influencers: Effects of an In-Person Summit on Tiktok Creators’ Mental Health Communication Habits and Beliefs · 2025 · Related
  11. Climate change and visual imagery · Saffron J. O’Neill · 2013 · 290 citations · Cited by this paper
  12. An Experimental Study Examining the Mechanisms Underlying the Impact of Media Literacy Education on Older adolescents’ Cognitions About Risky Sexual Behaviors · 2026 · Related
  13. More human than human: measuring ChatGPT political bias · Fabio Yoshio Suguri Motoki · 2023 · 286 citations · Cited by this paper
  14. Do Users Really Value Human Warmth and AI Skill? Experiments Reveal a Persistent Preference for Human Nutritionists · 2026 · Related
  15. The potential of generative AI for personalized persuasion at scale · Sandra Matz · 2024 · 271 citations · Cited by this paper
  16. Beyond Rationality: Information Overload and Biased Perceptions of Lung Cancer Screening Among Middle-Aged Adults · 2026 · Related
  17. Communication and Marketing As Climate Change–Intervention Assets · Edward Wile Maibach · 2008 · 254 citations · Cited by this paper
  18. Sierra Leone’s Polydrug Crisis is an Epidemic of Structural Violence: Community Engagement During the Ebola Response May Offer a Viable Framework for Communication Interventions · 2026 · Related
  19. The CDC Clear Communication Index Is a New Evidence-Based Tool to Prepare and Review Health Information · Cynthia Baur · 2014 · 184 citations · Cited by this paper
  20. Human–Generative AI Interactions and Their Effects on Beliefs About Health Issues: Content Analysis and Experiment · 2026 · Related
  21. Priorities for successful use of artificial intelligence by public health organizations: a literature review · Stacey Fisher · 2022 · 181 citations · Cited by this paper
  22. Public engagement with climate imagery in a changing digital landscape · Susie Wang · 2018 · 146 citations · Cited by this paper
  23. Odds of talking to healthcare providers as the initial source of healthcare information: updated cross-sectional results from the Health Information National Trends Survey (HINTS) · Christine Marie Swoboda · 2018 · 135 citations · Cited by this paper
  24. Enhancing the Readability of Online Patient Education Materials Using Large Language Models: Cross-Sectional Study · John J. Will · 2025 · 100 citations · Cited by this paper
  25. The picture superiority effect in recognition memory: A developmental study using the response signal procedure · Margaret Anne Defeyter · 2009 · 93 citations · Cited by this paper
  26. Thinking Health-related Behaviors in a Climate Change Context: A Narrative Review · Guillaume Chevance · 2022 · 75 citations · Cited by this paper
  27. Changing behavioral responses to heat risk in a warming world: How can communication approaches be improved? · Niall McLoughlin · 2023 · 56 citations · Cited by this paper
  28. Systematic literature review on bias mitigation in generative AI · Juveria Afreen · 2025 · 56 citations · Cited by this paper
  29. Evidence-based recommendations for communicating the impacts of climate change on health · Ellen M. Peters · 2022 · 44 citations · Cited by this paper
  30. CDC’s Guiding Principles to Promote an Equity-Centered Approach to Public Health Communication · Renee M. Calanan · 2023 · 43 citations · Cited by this paper
  31. Public health communication in Canada during the COVID-19 pandemic · Maya Lowe · 2022 · 42 citations · Cited by this paper
  32. Harnessing Artificial Intelligence for Health Message Generation: The Folic Acid Message Engine · Ralf Schmälzle · 2021 · 41 citations · Cited by this paper
  33. Making the climate crisis personal through a focus on human health · Vijay S. Limaye · 2021 · 33 citations · Cited by this paper
  34. Health Communication on the Internet: Promoting Public Health and Exploring Disparities in the Generative AI Era · Jamal Uddin · 2025 · 33 citations · Cited by this paper
  35. Does pictorial health information improve health behaviours and other outcomes? A systematic review protocol · Danielle C. Schubbe · 2018 · 32 citations · Cited by this paper
  36. Demographic Representation of Generative Artificial Intelligence Images of Physicians · Sang‐Won Lee · 2024 · 26 citations · Cited by this paper
  37. Racial bias in AI-generated images · Yiran Yang · 2025 · 26 citations · Cited by this paper
  38. Health information: are you getting your message across? · 2022 · 22 citations · Cited by this paper
  39. Examining Ethical Aspects of AI: Addressing Bias and Equity in the Discipline · Jeff Shuford · 2024 · 21 citations · Cited by this paper

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