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

Non-randomized Protocols and Methods (ehealth) (1141) Web-based and Mobile Health Interventions (6029) Mobile Health (mhealth) (5358) mHealth for Wellness, Behavior Change and Prevention (4374) Wearable Devices and Sensors (1686) Anxiety and Stress Disorders (1678)

Published on in Vol 14 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/68012, first published .
Person using a wearable health tracker on their arm while checking a smartphone app.

Personalizing mHealth Interventions for Occupational Stress: Protocol for a Randomized Pilot Study

Personalizing mHealth Interventions for Occupational Stress: Protocol for a Randomized Pilot Study

Authors of this article:

Beatrix Kunas1 Author Orcid Image ;   Oliver Jung2 Author Orcid Image ;   Christoph Schranz2 Author Orcid Image ;   Mathias Schmoigl-Tonis2 Author Orcid Image ;   Manuela Ploessnig3 Author Orcid Image ;   Anton-Rupert Laireiter1 Author Orcid Image
Article Authors Cited by (4) Tweetations Metrics

Journals

  1. Kunas B, Jung O, Schranz C, Schmoigl-Tonis M, Mehlis J, Laireiter A. Multimodal Personalized Mobile Health Just-in-Time Adaptive Intervention for Occupational Stress Management: Pilot Study. JMIR mHealth and uHealth 2026;14:e79642 View
  2. Luo L, Wang A, Zhou J, Su P, Tang L, Liu P, Xie W, Li C. A bibliometric analysis of research on the application of just-in-time adaptive interventions in mental health. Medicine 2026;105(36):e50540 View
  3. Halmich C, Jung O, Schmoigl-Tonis M, Schranz C, Kremser W, Kunas B, Laireiter A. A six-week longitudinal dataset of wearable and self-reported stress measurements in working adults. Scientific Data 2026;13(1) View
  4. Yoopat P, Aribarg T, Yongsiriwit K, Julraksa N, Liemmanee W. Digital assessment of multidimensional occupational stress among medical laboratory staff using the ‘Find My Stress’ progressive web application. International Journal of Occupational Safety and Ergonomics 2026:1 View