This paper is in the following e-collection/theme issue:

Applications of AI (289) Artificial Intelligence (2144)

Published on in Vol 3 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/54482, first published .
Comparing the Efficacy and Efficiency of Human and Generative AI: Qualitative Thematic Analyses

Comparing the Efficacy and Efficiency of Human and Generative AI: Qualitative Thematic Analyses

Comparing the Efficacy and Efficiency of Human and Generative AI: Qualitative Thematic Analyses

Authors of this article:

Maximo R Prescott1, 2 Author Orcid Image ;   Samantha Yeager1 Author Orcid Image ;   Lillian Ham1, 2 Author Orcid Image ;   Carlos D Rivera Saldana1, 3 Author Orcid Image ;   Vanessa Serrano1, 2 Author Orcid Image ;   Joey Narez1 Author Orcid Image ;   Dafna Paltin1, 2 Author Orcid Image ;   Jorge Delgado1 Author Orcid Image ;   David J Moore1, 4 Author Orcid Image ;   Jessica Montoya1, 4 Author Orcid Image
Article Authors Cited by (30) Tweetations Metrics

Journals

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  2. Naeem M, Smith T, Thomas L. Thematic Analysis and Artificial Intelligence: A Step-by-Step Process for Using ChatGPT in Thematic Analysis. International Journal of Qualitative Methods 2025;24 View
  3. Nguyen-Trung K. ChatGPT in thematic analysis: Can AI become a research assistant in qualitative research?. Quality & Quantity 2025;59(6):4945 View
  4. Cevik A, Abu-Zidan F. Utilizing AI-Powered Thematic Analysis: Methodology, Implementation, and Lessons Learned. Cureus 2025 View
  5. Ferizaj D, Lalk C, Lahmann N, Strube-Lahmann S, Rubel J. Identifying Yalom’s group therapeutic factors in anonymous mental health discussions on Reddit: a mixed-methods analysis using large language models, topic modeling and human supervision. Frontiers in Psychiatry 2025;16 View
  6. Morgan D. Query-Based Analysis: A Strategy for Analyzing Qualitative Data Using ChatGPT. Qualitative Health Research 2025 View
  7. Swann-Thomsen H, Young A, Hobbs M, Flint H, Anderson D. A Qualitative Analysis of Choice-Driving Factors for Emergency Department Utilization Among Medicare Advantage Patients in Idaho. Journal for Healthcare Quality 2025;47(3) View
  8. Koppel P, De Gagne J, Webb M, Nepveux D, Bludorn J, Emmons A, Randall P, Prose N. Guidelines for Rapport-Building in Telehealth Videoconferencing: Interprofessional e-Delphi Study. JMIR Medical Education 2025;11:e76260 View
  9. Li B, Bhattarai A, Ding Z. In search of humanness: professional identities of qualitative research educators in the age of generative AI. Learning, Media and Technology 2025:1 View
  10. Pelletier J, Watson K, Michel J, McGregor R, Rush S. Effect of a generative artificial intelligence digital scribe on pediatric provider documentation time, cognitive burden, and burnout. JAMIA Open 2025;8(4) View
  11. Paulus T, Lester J, Davis C. The construction of the role of AI in qualitative data analysis in the social sciences. AI & SOCIETY 2025 View
  12. Vanhove A, Graham B, Titareva T, Udomvisawakul A. Classification Performance of Supervised Machine Learning to Predict Human Resource Management Outcomes: A Meta‐Analysis Using Cross‐Classified Multilevel Modeling. Human Resource Management 2025;64(6):1767 View
  13. Palacios-Bastidas A, Afanador-Restrepo M, Cardona-Upegui D, Afanador Rodríguez M, Acosta Muñoz C. Cuerpo y Normativas de Género en los Documentos Curriculares en Instituciones Educativas Oficiales de Cali. Revista Actitud 2025;21(1):25 View
  14. Thesen T, O’Brien W, Stone S, Pinto-Powell R. Generative AI as the First Patient: Practice, Feedback, and Confidence. Medical Science Educator 2025 View
  15. Giray L. When Using AI in Scientific Research: Start with Human, End with Human. TechTrends 2025 View
  16. Monforte J. Generative Artificial Intelligence and the Craft of Qualitative Health Research: Observations From a Techno-Negative Stance. Qualitative Health Research 2025 View
  17. Miglioretto C, Beck E, Lambert K, Mehmet M. Social Listening as a Tool to Understand Nutrition‐Related Information Needs: A Case Study in Inflammatory Bowel Disease. Journal of Human Nutrition and Dietetics 2025;38(5) View
  18. Ward E, Naughton F, Belderson P, Papakonstantinou T, Ainsworth B, Hanson S, Notley C, Bondaronek P. Using machine‐assisted topic analysis to expedite thematic analysis of free‐text data: Exemplar investigation of factors influencing health behaviours and wellbeing during the COVID‐19 pandemic. British Journal of Health Psychology 2025;30(3) View
  19. Steijn W, van de Loo J, van der Beek D, Groeneweg J, Yang Q, Wang Q, Charki A, Livina V, Sun X. From transcript to insights: Summarizing safety culture interviews with LLMs. MATEC Web of Conferences 2025;413:03003 View
  20. Martínez-Buelvas L, Rakotonirainy A, Grant-Smith D, Oviedo-Trespalacios O. Policy considerations for the safe and equitable integration of Connected and Automated Vehicles. Case Studies on Transport Policy 2025;22:101631 View
  21. Han Z, Ja’afar N, Abd Malek M, Jamil M, Lyu Y. Potential of GenAI for thematic analysis in urban design: a pilot study on the sense of place. URBAN DESIGN International 2025 View
  22. Khalid M, Witmer A. Prompt Engineering for Large Language Model-Assisted Inductive Thematic Analysis. Social Science Computer Review 2025 View
  23. Jeong Y, Smith M, Gallo R, Knowlton L, Lin S, Shieh L. Leveraging ChatGPT for thematic analysis of medical best practice advisory data. JAMIA Open 2025;8(5) View
  24. Dellafiore F, Saba A, Collaro C, Artioli G. Artificial Intelligence in Qualitative Research: Insights From Experts via Reflexive Thematic Analysis. Qualitative Health Research 2025 View
  25. Bowden J, Mohanakrishnan M, Thompson A. Incorporating Artificial Intelligence in Qualitative Research: Exploring the Role of ChatGPT in Thematic Analysis. Medical Science Educator 2025 View
  26. Cho Y, Yu J, Hwang Y, Son J. From Community-Led Reforestation to Women’s Empowerment: A Case Study of World Vision’s Farmer-Managed Natural Regeneration (FMNR) in Kenya. Journal of International Development Cooperation 2025;20(2):45 View

Books/Policy Documents

  1. Taimur A. Privacy and Identity Management. Generating Futures. View
  2. Chen W. Artificial Intelligence in HCI. View
  3. López-Pernas S, Misiejuk K, Saqr M. Advanced Learning Analytics Methods. View

Conference Proceedings

  1. M P A, Menon P, Namitha K. 2025 11th International Conference on Communication and Signal Processing (ICCSP). AI-Driven Behavioral Analysis of Aggression in Indian Tribal Adolescents View