How digital therapeutic alliances influence the perceived helpfulness of online mental health Q&A: An explainable machine learning approach.

Journal: Digital health
Published Date: May 5, 2025

Abstract

OBJECTIVE: This study investigates the role of digital therapeutic alliance (DTA) in predicting and explaining the perceived helpfulness of responses on online mental health Q&A platforms.

Authors

  • Yinghui Huang
    Research Institute of Digital Governance and Management Decision Innovation, Wuhan University of Technology, Wuhan, Hubei Province, China.
  • Hui Liu
    Institute of Urology and Nephrology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China.
  • Maomao Chi
    School of Economics and Management, China University of Geosciences, Wuhan, China.
  • Sujie Meng
    Key Laboratory of Adolescent Cyberpsychology and Behavior (CCNU), Ministry of Education, Wuhan, China.
  • Weijun Wang
    Key Laboratory of Adolescent Cyberpsychology and Behavior (CCNU), Ministry of Education, Wuhan, China.

Keywords

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