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

Infodemiology and Infoveillance (1558) Theme Issue: Reproductive Informatics (61) Obstetrics, Gynecology, and Reproductive Medicine (329) Pregnancy Information, Education and Lifestyle Interventions (400) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1911)

Published on in Vol 26 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/47408, first published .
Analyzing Reddit Forums Specific to Abortion That Yield Diverse Dialogues Pertaining to Medical Information Seeking and Personal Worldviews: Data Mining and Natural Language Processing Comparative Study

Analyzing Reddit Forums Specific to Abortion That Yield Diverse Dialogues Pertaining to Medical Information Seeking and Personal Worldviews: Data Mining and Natural Language Processing Comparative Study

Analyzing Reddit Forums Specific to Abortion That Yield Diverse Dialogues Pertaining to Medical Information Seeking and Personal Worldviews: Data Mining and Natural Language Processing Comparative Study

Authors of this article:

Danny Valdez1 Author Orcid Image ;   Lucrecia Mena-Meléndez1 Author Orcid Image ;   Brandon L Crawford1 Author Orcid Image ;   Kristen N Jozkowski1 Author Orcid Image
Article Authors Cited by (13) Tweetations (4) Metrics

Journals

  1. Pickett A, Valdez D, Sinclair K, Kochell W, Fowler B, Werner N. Social Media Discourse Related to Caregiving for Older Adults Living With Alzheimer Disease and Related Dementias: Computational and Qualitative Study. JMIR Aging 2024;7:e59294 View
  2. John J, Westley A, Blumenthal P, Sanders L. “That’s not how abortions happen”: a qualitative study exploring how young adults navigate abortion misinformation in the post-Roe era. BMJ Sexual & Reproductive Health 2025;51(4):270 View
  3. Grutman A, Perelmuter S, Perez A, Meurer J, Contractor M, Mathews E, Shearer K, Burnett L, Uloko M. Understanding Patient Experiences of Vulvodynia Through Reddit: Qualitative Analysis. JMIR Infodemiology 2025;5:e63072 View
  4. Weidert K, Pleasants E, Parham L, Dolgins E, Anderson E, Prata N. Have Others Had This Experience? A Qualitative Analysis of Posts on Self‐Managed Abortion to US‐Based Reddit Community. Perspectives on Sexual and Reproductive Health 2025;57(2):175 View
  5. Pleasants E, Prata N, Upadhyay U, Marshall C, Cheshire C. Using Natural Language Processing to Describe the Use of an Online Community for Abortion During 2022: Dynamic Topic Modeling Analysis of Reddit Posts. JMIR Infodemiology 2025;5:e72771 View
  6. Herold S, Narendorf P, Hoffman B. Reading the comments: An exploratory quantitative analysis of YouTube comments in response to abortion plotlines on fictional television programs. Sexual & Reproductive Healthcare 2025;45:101135 View
  7. Kim A, Woo K. Public Perspectives on Palliative and Hospice Care: Social Media Content Analysis Using Topic Modeling and Multiclass Sentiment Analysis. Journal of Medical Internet Research 2025;27:e70836 View
  8. Muralidharan R, Soto-Vasquez A, Montenegro M, Valdez D. Analysis of Breast Cancer Information on Facebook Using Neural Network–Based Topic Modeling and Metadata Analysis of English and Spanish Content: Comparative Study. Journal of Medical Internet Research 2025;27:e79161 View
  9. Marks A. The Promise and Perils of Online Abortion in Brazil. Medical Anthropology Quarterly 2025 View
  10. Valdez D, Heinrich K, Collinson B, Streetman A, Sloan Z. Forging online community among people in recovery from substance use: A natural language processing and deep-learning analysis of The Phoenix app user-generated data (Preprint). JMIR mHealth and uHealth 2024 View

Conference Proceedings

  1. Venkata H, Palakurthi V, Devalam S, Sakib M, Ahmed S, Dey S. Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social Computing. Post-Roe Public Discourse: A Temporal Analysis of Discussion on US Abortion Law Changes View
  2. Aliyev I, Muradova G, Aliyeva S, Mustafazada S, Smambayev Z, Shamoi P. 2025 IEEE 5th International Conference on Smart Information Systems and Technologies (SIST). Public Perception of Feminism using Sentiment and Emotion Analysis View
  3. Bosco C, Otenen E, Shih P. Companion Publication of the 2025 Conference on Computer-Supported Cooperative Work and Social Computing. Reddit as a Refuge for Managing Reproductive Rights in Post-Roe U.S. View