ReviewDigital health
The impact of digital health interventions on health-related outcomes in the workplace: A systematic review.
Review in Digital health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 100 papers, 10 of them syntheses that pooled it.
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.
Mobile App-delivered Sleep Therapy (SleepFix) for Individuals With Chronic Low Back Pain and Insomnia: a Randomized Controlled Trial With Internal Pilot Study
PeerOnCall: A Cluster Randomized Trial of a Peer Support Mobile Health Platform in Canadian Fire Service Organizations
Who cites it
100 citing papers in PubMed, 10 syntheses or guidelines pooled it.
- Occupational health interventions' impact on absenteeism and economic returns: A systematic review and meta-analysis.Scandinavian journal of work, environment & health · 2026Pooled it
- Effectiveness of Digital Mental Health Interventions in the Workplace: Umbrella Review of Systematic Reviews.JMIR mental health · 2025Pooled it
- Systematic review exploring human, AI, and hybrid health coaching in digital health interventions: trends, engagement, and lifestyle outcomes.Frontiers in digital health · 2025Pooled it
- Assessing the Effectiveness of eHealth Interventions to Manage Multiple Lifestyle Risk Behaviors Among Older Adults: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2024Pooled it
- Effects of interventions implemented by occupational health professionals to prevent work-related stress complaints: a systematic review.Occupational and environmental medicine · 2024Pooled it
- Effectiveness of eHealth Interventions Targeting Employee Health Behaviors: Systematic Review.Journal of medical Internet research · 2023Pooled it
- Engagement With and Acceptability of Digital Media Platforms for Use in Improving Health Behaviors Among Vulnerable Families: Systematic Review.Journal of medical Internet research · 2023Pooled it
- Web-Based Service Provision of HIV, Viral Hepatitis, and Sexually Transmitted Infection Prevention, Testing, Linkage, and Treatment for Key Populations: Systematic Review and Meta-analysis.Journal of medical Internet research · 2022Pooled it
- Evaluation of Social Impact Within Primary School Health Promotion: A Systematic Review.The Journal of school health · 2022Pooled it
- Effectiveness, Acceptability, and Feasibility of Digital Health Interventions for LGBTIQ+ Young People: Systematic Review.Journal of medical Internet research · 2020Pooled it
- The effect of recreational therapy application on depression in hemodialysis patients: a randomized clinical trial.International urology and nephrology · 2025Trial
- Efficacy of the Flo App in Improving Health Literacy, Menstrual and General Health, and Well-Being in Women: Pilot Randomized Controlled Trial.JMIR mHealth and uHealth · 2024Trial
- The Indirect Effects of a Mindfulness Mobile App on Productivity Through Changes in Sleep Among Retail Employees: Secondary Analysis.JMIR mHealth and uHealth · 2022Trial
- A Cluster-Randomised Crossover Pilot Feasibility Study of a Multicomponent Intervention to Reduce Occupational Sedentary Behaviour in Professional Male Employees.International journal of environmental research and public health · 2021Trial
- Adherence to a Lifestyle Exercise and Nutrition Intervention in University Employees during the COVID-19 Pandemic: A Randomized Controlled Trial.International journal of environmental research and public health · 2021Trial
- Pilot Testing of a Nudge-Based Digital Intervention (Welbot) to Improve Sedentary Behaviour and Wellbeing in the Workplace.International journal of environmental research and public health · 2020Trial
- Move-It: A Cluster-Randomised Digital Worksite Exercise Intervention in China: Outcome and Process Evaluation.International journal of environmental research and public health · 2019Trial
- Mental Health Apps Implemented in the Workplace: Scoping Review of Trends and Gaps in Evaluation Research.JMIR mHealth and uHealth · 2026Article
- Changes in older employees' willingness to utilise digital health promotion and prevention programmes during the SARS-CoV-2 pandemic.BMC health services research · 2026Article
- Leveraging lived experience in rural settings: a systematic review protocol of digital healthcare environment.BMJ open · 2025Article
40 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe impact of employee health on productivity in the workplace is generally evidenced through absenteeism and presenteeism. Multicomponent worksite health programmes, with significant online elements, have gained in popularity over the last two decades, due in part to their scalability and low cost of implementation. However, little is known about the impact of digital-only interventions on health-related outcomes in employee groups. The aim of this systematic review was to assess the impact of pure digital health interventions in the workplace on health-related outcomes.
methodsMultiple databases, including MEDLINE, EMBASE, PubMed and PsycINFO, were used to review the literature using PRISMA guidelines.
resultsOf 1345 records screened, 22 randomized controlled trial studies were found to be eligible. Although there was a high level of heterogeneity across these studies, significant improvements were found for a broad range of outcomes such as sleep, mental health, sedentary behaviours and physical activity levels. Standardized measures were not always used to quantify intervention impact. All but one study resulted in at least one significantly improved health-related outcome, but attrition rates ranged widely, suggesting sustaining engagement was an issue. Risk of bias assessment was low for one-third of the studies and unclear for the remaining ones.
conclusionsThis review found modest evidence that digital-only interventions have a positive impact on health-related outcomes in the workplace. High heterogeneity impacted the ability to confirm what interventions might work best for which health outcomes, although less complex health outcomes appeared to be more likely to be impacted. A focus on engagement along with the use of standardized measures and reporting of active intervention components would be helpful in future evaluations.
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.