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

Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (3014) Consumer & Patient Education and Shared-Decision Making (1231) Human Factors and Usability Case Studies (1259) Behavior Change (1041) Users' and Patients' Needs for Mental Health Services (653) Digital Biomarkers and Digital Phenotyping (407) Engagement with and Adherence to Digital Health Interventions, Law of Attrition (782)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/77802, first published .
Man with concerned expression holds a small bronze statue and a smartphone.

Capacity to Invest Effort as a Predictor of Preference for Digital Mental Health Interventions Over Psychotherapy: Cross-Sectional Study Using an Ecological Digital Screening Tool

Capacity to Invest Effort as a Predictor of Preference for Digital Mental Health Interventions Over Psychotherapy: Cross-Sectional Study Using an Ecological Digital Screening Tool

Authors of this article:

Tomer Savir1 Author Orcid Image ;   Amit Baumel1 Author Orcid Image
Article Authors Cited by (3) Tweetations Metrics

Journals

  1. Brandes O, Saar C, Sapir-Budnero O, Baumel A. Mind the Gap: Exploring Parental Intentions, Actual Engagement, and Associated Outcomes in Tailored Digital Parent Training. Pediatric Reports 2026;18(3):64 View
  2. Seshadri M, Dear B, Bisby M. Credibility and expectancy associated with ultra‐brief and standard‐length digital treatments: A preliminary examination of impact on treatment outcome. British Journal of Clinical Psychology 2026 View
  3. Shenoi A, Li T, Jabir A, Pitkethly A, Fleisch E, Kowatsch T, Mair J. Assessing the Feasibility and Fidelity of Structured LLM-Workflows for Motivational Interviewing: Proof-of-Concept Study (Preprint). JMIR Formative Research 2026 View