Accessibility settings

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

Theory and Frameworks in Mental Health (46) Ethics, Privacy, and Legal Issues (675) Innovations in Mental Health Systems (516) Machine Learning (2270) Chatbots and Conversational Agents (798) Artificial Intelligence (2408) Generative Language Models Including ChatGPT (854) Responsible Health AI (95) AI-Powered Therapy Bots and Virtual Companions in Digital Mental Health (36)

Published on in Vol 12 (2025)

This is a member publication of

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/75078, first published .
A Prompt Engineering Framework for Large Language Model–Based Mental Health Chatbots: Conceptual Framework

A Prompt Engineering Framework for Large Language Model–Based Mental Health Chatbots: Conceptual Framework

A Prompt Engineering Framework for Large Language Model–Based Mental Health Chatbots: Conceptual Framework

Authors of this article:

Sorio Boit1 Author Orcid Image ;   Rajvardhan Patil1 Author Orcid Image
Article Authors Cited by (6) Tweetations (4) Metrics

Journals

  1. Karampinis E, Zoumpourli C, Kontogianni C, Arkoumanis T, Koumaki D, Mantzaris D, Filippakis K, Papadopoulou M, Theofili M, Enechukwu N, Ouédraogo N, Katoulis A, Zafiriou E, Sgouros D. Dermatology “AI Babylon”: Cross-Language Evaluation of AI-Crafted Dermatology Descriptions. Medicina 2026;62(1):227 View
  2. Wang Z, Li X, Ma C, Zhang Z. Challenges of using generative AI for patient education in chronic heart failure: an evaluation of content quality, readability, and actionability in cross-platform LLM-generated texts. Frontiers in Public Health 2026;14 View
  3. Albaz A, Erbatu O, Yiğit O, Üçer O, Temeltaş G, Müezzinoğlu T. Can ChatGPT-5 educate the public about vasectomy?: a Google Trends–based expert panel assessment. Frontiers in Digital Health 2026;8 View
  4. Kuczynski A, Areán P. Ensuring Optimal Engagement with AI Chatbots for Mental Health: Lessons Learned from Digital Mental Health Interventions. Current Treatment Options in Psychiatry 2026;13(1) View
  5. Kunal A. Sapkale, Kapil S. Rade, Shubham S. Rathod , Rushikesh G. Puri Mrs. Apurva Pilay . HearU: A Smart AI-Based Mental Health Chatbot Using NLP for Emotional Support and Therapy. International Journal of Advanced Research in Science Communication and Technology 2026:20 View
  6. Radulescu C, Radulescu M, Mihailescu A. A Multicriteria Framework for Evaluation and Selection of Conversational AI Assistants in Mental Health. Future Internet 2026;18(4):191 View