ArticleJMIR mHealth and uHealth2018
Preliminary Effectiveness of a Smartphone App to Reduce Depressive Symptoms in the Workplace: Feasibility and Acceptability Study.
Article in JMIR mHealth and uHealth, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers, 4 of them syntheses that pooled it.
What it found
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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.
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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.
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Who cites it
39 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Strategies for Implementing Occupational eMental Health Interventions: Scoping Review.Journal of medical Internet research · 2022Guideline
- Characteristics of Mobile Health Platforms for Depression and Anxiety: Content Analysis Through a Systematic Review of the Literature and Systematic Search of Two App Stores.Journal of medical Internet research · 2022Pooled it
- Usability Evaluations of Mobile Mental Health Technologies: Systematic Review.Journal of medical Internet research · 2020Pooled it
- Evaluating Commercially Available Mobile Apps for Depression Self-Management.AMIA ... Annual Symposium proceedings. AMIA Symposium · 2020Pooled it
- Effect of a smartphone self-management digital support system for low-back pain (selfBACK) among workers with high physical work demands - secondary analysis of a randomized controlled trial.Scandinavian journal of work, environment & health · 2024Trial
- Social media usage and students' social anxiety, loneliness and well-being: does digital mindfulness-based intervention effectively work?BMC psychology · 2023Trial
- A Web-Based Self-Management Intervention for Return-to-Work Among Persons With Common Mental Disorders on Sick Leave: Case Study of mWorks.JMIR formative research · 2026Article
- Facilitators and Barriers to Digital Self-Management in Older Adults With Depression: COM-B and Theoretical Domain Framework Qualitative Study.JMIR aging · 2026Article
- Mental Health Apps Implemented in the Workplace: Scoping Review of Trends and Gaps in Evaluation Research.JMIR mHealth and uHealth · 2026Article
- Association between perceived discrimination and depressive symptoms among male and female mining workers in Chile: a sex-stratified analysis and the mediating role of psychological distress.BMC public health · 2026Article
- Supporting the health of working women in midlife: co-designing and testing the acceptability of a digital exercise programme.BMC women's health · 2026Article
- School eHealth Education Program Pakistan (eSHEPP) to improve NCDs awareness in adolescents from urban Pakistan: a mixed method design protocol.Journal of health, population, and nutrition · 2025Article
- Feasibility of a Mental Health App Intervention for Emergency Service Workers and Volunteers: Single-Arm Pilot Study.JMIR formative research · 2025Article
- Men's mental health and suicide prevention service landscape in Australia: a scoping review.BMC public health · 2025Article
- The acceptability of a novel seismocardiography device for measuring VOBMC public health · 2025Article
- Testing the Effectiveness of a Mobile Smartphone App Designed to Improve the Mental Health of Junior Physicians: Protocol for a Randomized Controlled Trial.JMIR research protocols · 2024Article
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- Consolidated guidance for behavioral intervention pilot and feasibility studies.Pilot and feasibility studies · 2024Article
- Article
- Expert Perspectives on Pilot and Feasibility Studies: A Delphi Study and Consolidation of Considerations for Behavioral Interventions.Research square · 2023Article
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe workplace represents a unique setting for mental health interventions. Due to range of job-related factors, employees in male-dominated industries are at an elevated risk. However, these at-risk groups are often overlooked. HeadGear is a smartphone app-based intervention designed to reduce depressive symptoms and increase well-being in these populations.
objectiveThis paper presents the development and pilot testing of the app's usability, acceptability, feasibility, and preliminary effectiveness.
methodsThe development process took place from January 2016 to August 2017. Participants for prototype testing (n=21; stage 1) were recruited from industry partner organizations to assess acceptability and utility. A 5-week effectiveness and feasibility pilot study (n=84; stage 2) was then undertaken, utilizing social media recruitment. Demographic data, acceptability and utility questionnaires, depression (Patient Health Questionnaire-9), and other mental health measures were collected.
resultsThe majority of respondents felt HeadGear was easy to use (92%), easily understood (92%), were satisfied with the app (67%), and would recommend it to a friend (75%; stage 1). Stage 2 found that compared with baseline, depression and anxiety symptoms were significantly lower at follow-up (t
conclusionsOverall, HeadGear was well received, and preliminary findings indicate it may provide an innovative new platform for improving mental health outcomes. Unfortunately, attrition was a significant issue, and findings should be interpreted with caution. The next stage of evaluation will be a randomized controlled trial. If found to be efficacious, the app has the potential to reduce disease burden and improve health in this at-risk group.
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