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

mHealth for Wellness, Behavior Change and Prevention (4193) Mobile Health (mhealth) (5012) mHealth for Data Collection and Research (1666) Wearable Devices and Sensors (1516) Posttraumatic Stress Disorder (PTSD) (188) Anxiety and Stress Disorders (1583) Fitness Trackers and Smart Pedometers/Accelerometers (777) Formative Evaluation of Digital Health Interventions (4904) Ecological Momentary Assessment (EMA) (495)

Published on in Vol 13 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/60708, first published .
Person wearing a smartwatch with heart rate monitor at a computer desk

The Effects of Self-Monitoring Using a Smartwatch and Smartphone App on Stress Awareness, Self-Efficacy, and Well-Being–Related Outcomes in Police Officers: Longitudinal Mixed Design Study

The Effects of Self-Monitoring Using a Smartwatch and Smartphone App on Stress Awareness, Self-Efficacy, and Well-Being–Related Outcomes in Police Officers: Longitudinal Mixed Design Study

Authors of this article:

Herman Jaap de Vries1 Author Orcid Image ;   Roos Delahaij1 Author Orcid Image ;   Marianne van Zwieten2 Author Orcid Image ;   Helen Verhoef3 Author Orcid Image ;   Wim Kamphuis1 Author Orcid Image
Article Authors Cited by (10) Tweetations Metrics

Journals

  1. Doherty C, Baldwin M, Lambe R, Burke D, Altini M. Readiness, recovery, and strain: an evaluation of composite health scores in consumer wearables. Translational Exercise Biomedicine 2025;2(2):128 View
  2. Galily Y. From motivation to movement: How technology readiness and psychological profiles shape wearable tech use in students. Societal Impacts 2025;6:100143 View
  3. Fernández Torres L, Zapata Salazar J, Samaniego Garay R. Creencias, enfermedad y salud psicosocial. Evaluación teórica de la aplicabilidad del Modelo de Creencias de Salud (MCS) en población expuesta al riesgo. Politicas Sociales Sectoriales 2025;3(2):441 View
  4. Han M, Kuang Y, Zhao Y, Zhang Y, Xiong J, Zhang Y. Psychological stress on human mobility and emergency evacuation in disaster response. Transportation Research Part D: Transport and Environment 2025;148:105022 View
  5. Strukcinskiene B, Jurgaitis J, Grigoliene R, Karoblyte D, Zuperkiene E, Martisauskiene D, Gedvile Z, Virketis G, Venclauskas L, Genowska A. Patterns of Self-Reported Occupational Stress Experienced by Lithuanian Police Officers: A Cross-Sectional Study. Healthcare 2025;13(23):3077 View
  6. Galily Y, Samuel R. Decoding Smartwatch Use and Health Behaviors: How Motivation, Technology Readiness, and User-Engagement Shape Wearable Habits in Healthy Adults. American Behavioral Scientist 2026 View
  7. Liu X, Bijmolt T, Leliveld M, Noppers E. Effectiveness of Step Goal Personalization Strategies on Physical Activity in a Mobile Health App: A Field Study. JMIR mHealth and uHealth 2026;14:e81779 View
  8. Grabinski E, Sewell K. Mapping Current and Emergent Artificial Intelligence Technologies for Clinical Supervision: An Analytical Approach and Model for Social Work Research. Journal of Technology in Human Services 2026:1 View
  9. Lin H, Ometov A, Arponen O, Nikunen K, Nurmi J. Open challenges and future perspectives on stress-related emotions monitoring via smart wearables: A systematic literature review. Social Sciences & Humanities Open 2026;14:102948 View

Conference Proceedings

  1. Lee T, Kim J, Lee J, Lee C. 2025 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT). MHcanvas: Interactive Visualization of Passive Behavioral Data for Mental Health Awareness View