ArticleGlobal mental health (Cambridge, England)2025
Wearable technology and daily diaries for studying mental health: lessons learned from pilot studies in Kampala, Uganda.
Article in Global mental health (Cambridge, England), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
2 citing papers in PubMed.
- Applying the Research Domain Criteria to Social Determinants of Community Mental Health in Low-Resource Settings: A Contextualized Framework with Insights from the TOPOWA Study.Community mental health journal · 2026Article
- Emerging mechanistic pathways linking heat, sleep and mental health in low-resource urban settings: Insights from Kampala and Beyond.The journal of climate change and healthArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
Wearable technology and daily diaries offer insights into everyday behaviors that can further health research and treatment globally. However, the use of these methodologies outside of high-income settings has been limited. We conducted two pilot studies that enrolled 60 young women in the urban slums of Kampala, Uganda to understand design considerations associated with using wearable technology and daily diaries in this context. Each participant in the pilot studies was asked to wear a wearable activity tracker and complete daily diary questionnaires for 5 days. Based on our experiences, we identified several lessons that may be beneficial to others interested in implementing wearable technology and daily self-reports in their research and interventions, particularly when working in low-resource contexts. We discuss the importance of designing solutions tailored to the available resources, building validation for the most critical measures, investing in data management efforts and providing transparent and culturally accessible information to participants. Examples from our study are provided. These lessons may reduce the barriers and improve data quality for future researchers and practitioners interested in using these data collection methods globally.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.