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

Methods and Feasibility Studies (451) Chatbots and Conversational Agents (740) JMIR Theme Issue: COVID-19 Special Issue (2554) Artificial Intelligence (2129)

Published on in Vol 11, No 7 (2022): July

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/33717, first published .
Developing, Implementing, and Evaluating an Artificial Intelligence–Guided Mental Health Resource Navigation Chatbot for Health Care Workers and Their Families During and Following the COVID-19 Pandemic: Protocol for a Cross-sectional Study

Developing, Implementing, and Evaluating an Artificial Intelligence–Guided Mental Health Resource Navigation Chatbot for Health Care Workers and Their Families During and Following the COVID-19 Pandemic: Protocol for a Cross-sectional Study

Developing, Implementing, and Evaluating an Artificial Intelligence–Guided Mental Health Resource Navigation Chatbot for Health Care Workers and Their Families During and Following the COVID-19 Pandemic: Protocol for a Cross-sectional Study

Authors of this article:

Jasmine M Noble1, 2 Author Orcid Image ;   Ali Zamani1, 3 Author Orcid Image ;   MohamadAli Gharaat1, 3 Author Orcid Image ;   Dylan Merrick4 Author Orcid Image ;   Nathanial Maeda5 Author Orcid Image ;   Alex Lambe Foster6 Author Orcid Image ;   Isabella Nikolaidis6 Author Orcid Image ;   Rachel Goud7 Author Orcid Image ;   Eleni Stroulia1 Author Orcid Image ;   Vincent I O Agyapong8 Author Orcid Image ;   Andrew J Greenshaw2, 9 Author Orcid Image ;   Simon Lambert4, 10 Author Orcid Image ;   Dave Gallson6 Author Orcid Image ;   Ken Porter6 Author Orcid Image ;   Debbie Turner6 Author Orcid Image ;   Osmar Zaiane1, 3 Author Orcid Image
Article Authors Cited by (37) Tweetations (19) Metrics

Journals

  1. Entenberg G, Dosovitsky G, Aghakhani S, Mostovoy K, Carre N, Marshall Z, Benfica D, Mizrahi S, Testerman A, Rousseau A, Lin G, Bunge E. User experience with a parenting chatbot micro intervention. Frontiers in Digital Health 2023;4 View
  2. Ramadhani C. Chatbots in Pharmacy: A Boon or a Bane for Patient Care and Pharmacy Practice?. Sciences of Pharmacy 2023;2(3):1 View
  3. Cheng C, Lin W, Liu H, Chen Y, Chiang C, Hung K. Implementation of artificial intelligence Chatbot in peritoneal dialysis nursing care: Experience from a Taiwan medical center. Nephrology 2023;28(12):655 View
  4. Sarkar S, Gaur M, Chen L, Garg M, Srivastava B. A review of the explainability and safety of conversational agents for mental health to identify avenues for improvement. Frontiers in Artificial Intelligence 2023;6 View
  5. Temsah M, Aljamaan F, Malki K, Alhasan K, Altamimi I, Aljarbou R, Bazuhair F, Alsubaihin A, Abdulmajeed N, Alshahrani F, Temsah R, Alshahrani T, Al-Eyadhy L, Alkhateeb S, Saddik B, Halwani R, Jamal A, Al-Tawfiq J, Al-Eyadhy A. ChatGPT and the Future of Digital Health: A Study on Healthcare Workers’ Perceptions and Expectations. Healthcare 2023;11(13):1812 View
  6. Mahdavi A, Amanzadeh M, Hamedan M, Naemi R. Artificial Intelligence-Based Chatbots to Combat COVID-19 Pandemic: A Scoping Review. Shiraz E-Medical Journal 2023;24(11) View
  7. Zhao X, Varisco R, Borghouts J, Eikey E, Safani D, Mukamel D, Schueller S, Sorkin D. Facilitators of and barriers to County Behavioral Health System Transformation and Innovation: an interview study. BMC Health Services Research 2024;24(1) View
  8. Ozden I, Gokyar M, Ozden M, Sazak Ovecoglu H. Assessment of artificial intelligence applications in responding to dental trauma. Dental Traumatology 2024;40(6):722 View
  9. Lukkahatai N, Han G. Perspectives on Artificial Intelligence in Nursing in Asia. Asian/Pacific Island Nursing Journal 2024;8:e55321 View
  10. Levin C, Naimi E, Saban M. Evaluating GenAI systems to combat mental health issues in healthcare workers: An integrative literature review. International Journal of Medical Informatics 2024;191:105566 View
  11. Khorev V, Kiselev A, Badarin A, Antipov V, Drapkina O, Kurkin S, Hramov A. Review on the use of AI-based methods and tools for treating mental conditions and mental rehabilitation. The European Physical Journal Special Topics 2025;234(15):4139 View
  12. Rahman M, Sabbir M, Zhang J, Taufique K, Rahman M. Navigating Avatar‐Based Marketing From Value Aspects: A Systematic Literature Review and Forward‐Looking Research Agenda. International Journal of Consumer Studies 2024;48(6) View
  13. Rządeczka M, Sterna A, Stolińska J, Kaczyńska P, Moskalewicz M. The Efficacy of Conversational AI in Rectifying the Theory-of-Mind and Autonomy Biases: Comparative Analysis. JMIR Mental Health 2025;12:e64396 View
  14. Alzahrani A, Alnanih R, Alsaedi O. Exploring the Need for XAI for Managing Celiac Disease in Healthcare Sector in Saudi Arabia. Procedia Computer Science 2024;251:422 View
  15. Cortés Torres J, Saldaña Moreno C, Mendoza Moncada J, Perdomo Pineda J. El chatbot aplicado a salud. Una revisión bibliométrica. Revista de Comunicación y Salud 2024;15:1 View
  16. Baek G, Cha C, Han J. AI Chatbots for Psychological Health for Health Professionals: Scoping Review. JMIR Human Factors 2025;12:e67682 View
  17. Silva G, Canedo E. Privacy in Chatbot Conversation-Driven Development: A Comprehensive Review and Requirements Proposal. ACM Transactions on Software Engineering and Methodology 2025;34(7):1 View
  18. Cross S, Mangelsdorf S, Valentine L, O'Sullivan S, McEnery C, Scott I, Gilbertson T, Louis S, Myer J, Liu P, Dhonnagáin N, Wren T, Carey E, Cagliarini D, Jacobs R, Pot-Kolder R, Bell I, Nicholas J, Valmaggia L, Gleeson J, Alvarez-Jimenez M. Insights from fifteen years of real-world development, testing and implementation of youth digital mental health interventions. Internet Interventions 2025;41:100849 View
  19. Kimiagari S. Evaluating Canada's Position in AI Adoption for eHealth System. International Journal of Knowledge Management 2025;21(1):1 View
  20. Jagatheesaperumal S, Pandiyarajan A, Boopathy P, Deepa N, Barreto A, de Albuquerque V. A review on recent advancements of ChatGPT and datafication in healthcare applications. Computers in Biology and Medicine 2025;197:110885 View
  21. Boit S, Patil R. A Prompt Engineering Framework for Large Language Model–Based Mental Health Chatbots: Conceptual Framework. JMIR Mental Health 2025;12:e75078 View
  22. Hastings S, Botey A, Salas A, Robson P. Reducing health and cancer disparities: an environmental scan of three promising health care access interventions in Alberta, Canada. BMC Health Services Research 2025;25(1) View
  23. Khanh Son N, Sangaiah A, Paramarthika L, Rajendran V, Bian G, Alenazi M. Leveraging AI for Mental Healthcare in Social Fintech: A Multilingual Evaluation of Large Language Models. IEEE Transactions on Computational Social Systems 2025;12(6):5291 View
  24. Lima Neto J, Castro A. EFICÁCIA DE PROGRAMAS DE INTELIGÊNCIA ARTIFICIAL COM APLICAÇÃO DE CHATBOTS NO AUXÍLIO AO CUIDADO A SAÚDE MENTAL. REVISTA FOCO 2025;18(12):e10864 View

Books/Policy Documents

  1. Sultana M, Zaíane O. Big Data Analytics and Knowledge Discovery. View
  2. Mehta U, Bagali K, Kommanapalli S. AI, Consciousness and The New Humanism. View
  3. Hernandez Collante L, Prasetya Wibawa A, Hernandez Palma H, Orozco Bohorquez M, Plazas Acevedo J, Jimenez Coronado A. Distributed, Ambient and Pervasive Interactions. View
  4. Jesto S, Kunnumpurath B. Digital Technology in Public Health and Rehabilitation Care. View
  5. Ghongade H, Bhadre A. Cyber‐Physical Systems for Innovating and Transforming Society 5.0. View
  6. Shafik W. Youth, Faith, and Artificial Intelligence. View
  7. Alqaidoom M, Ateeq A. Integrating Artificial Intelligence, Security for Environmental and Business Sustainability. View
  8. Prakash V, Ali Gharaat M, Lambe Foster A, Merrick D, Desnoyers E, Noble J, Porter K, Greenshaw A, Zaiane O. Digital Economy. Emerging Technologies and Business Innovation. View

Conference Proceedings

  1. Bandopadhyay D, Ghosh R, Chatterjee R, Das N, Sadhukhan B. 2023 7th International Conference on Computing Methodologies and Communication (ICCMC). Speech Recognition and Neural Networks based Talking Health Care Bot (THCB): Medibot View
  2. Josphineleela R, Kaliappan S, L N, Bhatt U. 2023 7th International Conference on Computing Methodologies and Communication (ICCMC). Intelligent Virtual Laboratory Development and Implementation using the RASA Framework View
  3. S A, A S, R A, S D, Sekar R. 2023 International Conference on Research Methodologies in Knowledge Management, Artificial Intelligence and Telecommunication Engineering (RMKMATE). A Novel AI-based chatbot Application for Personalized Medical Diagnosis and review using Large Language Models View
  4. Agarwal M, Chauhan D, Yadav N, Singhal S. 2024 1st International Conference on Innovative Sustainable Technologies for Energy, Mechatronics, and Smart Systems (ISTEMS). Sakhi: AI-Generated Mental Health Companion View
  5. K V, R R, Milinda R, S T. 2025 International Conference on Computational, Communication and Information Technology (ICCCIT). AI-Powered Mental Health Assessment using Emotion Detection for Real-Time Analysis View