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

mHealth in the Developing World/LMICs, Underserved Communities, and for Global Health (776) Mobile Health (mhealth) (3778) mHealth for Data Collection and Research (1303) Focus Groups and Qualitative Research for Human Factors Research (1368) Wearable Devices and Sensors (1262)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/77761, first published .
Nurse in blue scrubs checks phone at reception desk with patients in background.

Feasibility and Acceptability of a Mobile App and Wearable Device for Collecting Mental Health Survey and Passively Sensed Data Among Health Care Workers in Kenya: Mixed Methods Pilot Study

Feasibility and Acceptability of a Mobile App and Wearable Device for Collecting Mental Health Survey and Passively Sensed Data Among Health Care Workers in Kenya: Mixed Methods Pilot Study

Authors of this article:

Linda Khakali1 Author Orcid Image ;   Andrew Aballa1 Author Orcid Image ;   Dorcas G Mwigereri2 Author Orcid Image ;   Eileen M Weinheimer-Haus3, 4 Author Orcid Image ;   Willie Njoroge1 Author Orcid Image ;   Rachel Maina1 Author Orcid Image ;   Amos Bunde5 Author Orcid Image ;   Peris Musitia6 Author Orcid Image ;   Moses K Nyongesa1 Author Orcid Image ;   James Orwa2 Author Orcid Image ;   Jasmit Shah1 Author Orcid Image ;   Zhenke Wu7 Author Orcid Image ;   Anthony K Ngugi2 Author Orcid Image ;   Lukoye Atwoli1, 8 Author Orcid Image ;   Srijan Sen9 Author Orcid Image ;   Candace Kolars3, 4 Author Orcid Image ;   Akbar K Waljee3, 4 Author Orcid Image ;   Amina Abubakar6, 10 Author Orcid Image ;   Elena Frank9 Author Orcid Image ;   Zul Merali1 Author Orcid Image
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Linda Khakali   1 , MA ;   Andrew Aballa   1 , MSc ;   Dorcas G Mwigereri   2 , MSc ;   Eileen M Weinheimer-Haus   3, 4 , PhD ;   Willie Njoroge   1 , MSc ;   Rachel Maina   1 , PhD ;   Amos Bunde   5 , BSc ;   Peris Musitia   6 , MA ;   Moses K Nyongesa   1 , PhD ;   James Orwa   2 , PhD ;   Jasmit Shah   1 , PhD ;   Zhenke Wu   7 , PhD ;   Anthony K Ngugi   2 , PhD ;   Lukoye Atwoli   1, 8 , MD, PhD ;   Srijan Sen   9 , MD, PhD ;   Candace Kolars   3, 4 , MPH, PhD ;   Akbar K Waljee   3, 4 , MD, MSc ;   Amina Abubakar   6, 10 , PhD ;   Elena Frank   9 * , PhD ;   Zul Merali   1 * , PhD

1 Brain and Mind Institute, Aga Khan University Nairobi, Nairobi, Kenya

2 Department of Population Health, Aga Khan University Nairobi, Nairobi, Kenya

3 Center for Global Health Equity, University of Michigan, Ann Arbor, MI, United States

4 Department of Learning Health Sciences, University of Michigan Medical School, Ann Arbor, MI, United States

5 Computing and Data Innovation Office, Aga Khan University Nairobi, Nairobi, Kenya

6 Institute for Human Development, Aga Khan University Nairobi, Nairobi, Kenya

7 Department of Biostatistics, University of Michigan, Ann Arbor, MI, United States

8 Department of Medicine, Medical College East Africa, Aga Khan University Nairobi, Nairobi, Kenya

9 Michigan Neuroscience Institute, University of Michigan, Ann Arbor, MI, United States

10 Neurosciences Unit, Kenya Medical Research Institute, Wellcome Trust Research Programme, Kilifi, Kenya

*these authors contributed equally

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