Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/44307, first published .
The Effect of Monetary Incentives on Health Care Social Media Content: Study Based on Topic Modeling and Sentiment Analysis

The Effect of Monetary Incentives on Health Care Social Media Content: Study Based on Topic Modeling and Sentiment Analysis

The Effect of Monetary Incentives on Health Care Social Media Content: Study Based on Topic Modeling and Sentiment Analysis

Authors of this article:

Negar Maleki1 Author Orcid Image ;   Balaji Padmanabhan1 Author Orcid Image ;   Kaushik Dutta1 Author Orcid Image

Journals

  1. Goel R, Modhukur V, Täär K, Salumets A, Sharma R, Peters M. Users’ Concerns About Endometriosis on Social Media: Sentiment Analysis and Topic Modeling Study. Journal of Medical Internet Research 2023;25:e45381 View
  2. Somani S, Balla S, Peng A, Dudum R, Jain S, Nasir K, Maron D, Hernandez-Boussard T, Rodriguez F. Contemporary attitudes and beliefs on coronary artery calcium from social media using artificial intelligence. npj Digital Medicine 2024;7(1) View
  3. Jácobo-Morales D, Marino-Jiménez M. Clickbait: Research, challenges and opportunities – A systematic literature review. Online Journal of Communication and Media Technologies 2024;14(4):e202458 View
  4. Ozdemir Kacer E, Kacer I, Katipoğlu B. Evaluating the quality and reliability of YouTube videos on scabies in children: A cross-sectional study. PLOS ONE 2024;19(10):e0310508 View
  5. Babinski T, Karley S, Cooper M, Shaik S, Wang Y. Exploring Inflammatory Bowel Disease Discourse on Reddit throughout the COVID-19 Pandemic using OpenAI’s GPT 3.5 Turbo Model: Classification Model Validation and Case Study (Preprint). Journal of Medical Internet Research 2024 View
  6. Song H, Yao Z. Different but equal? The impact of personal incentives and platform incentives on user-generated content in online mental health communities. Information Processing & Management 2025;62(4):104132 View
  7. Polat H, Kapıkıran G, Kartal M. The effect of cyberchondria on anxiety and surgical fear levels in surgical oncology patients. Current Psychology 2025;44(7):6531 View

Conference Proceedings

  1. M.B. N, G.S. G. 2024 Third International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE). Leveraging Natural Language Processing for In-Depth Analysis and Insights from Hospital Patient Feedback Data View
  2. Wang M, Zhang X. 2024 IEEE 4th International Conference on Information Technology, Big Data and Artificial Intelligence (ICIBA). Discrete Emotions Detection on Social Media: A Systematic Review and Comparative Analysis View