ArticleFrontiers in digital health2022
The Impact of Personalized Human Support on Engagement With Behavioral Intervention Technologies for Employee Mental Health: An Exploratory Retrospective Study.
Article in Frontiers in digital health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
What it found
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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.
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Who cites it
10 citing papers in PubMed, 13 citations in OpenAlex.
- Personalized Mobile App-Based Messaging and Step Tracking for Improving Walking Behavior in Adults: Randomized Controlled Trial.JMIR mHealth and uHealth · 2026Trial
- Randomised feasibility trial of a remotely delivered holistic UK employee programme combining tailored sleep hygiene, diet, and physical activity counselling for weight management: a mixed-methods evaluation.Journal of nutritional science · 2026Trial
- Enhancing Engagement, Practice Integration, and Skill Learning in Mobile Technology-Delivered Interventions Using Human Support: Randomized Controlled Trial With Depressed College Students.JMIR formative research · 2025Trial
- An Evaluation of a Personalized Multicomponent Commercial Digital Weight Management Program: Single-Arm Behavioral Trial.Journal of medical Internet research · 2023Trial
- Mental Health Apps Implemented in the Workplace: Scoping Review of Trends and Gaps in Evaluation Research.JMIR mHealth and uHealth · 2026Article
- Monitoring students' well-being through journal analysis-study protocol of an explorative approach using natural language processing on typed and transcribed entries to monitor and generate personalized feedback.Frontiers in digital health · 2026Article
- Use of ai-based mental health tools and psychological well-being among Chinese university students: a parallel mediation model of emotional self-efficacy and perceived autonomy.Scientific reports · 2025Article
- Application of the Supportive Accountability Model in Digital Health Interventions: Scoping Review.Journal of medical Internet research · 2025Article
- Employee Preference and Use of Employee Mental Health Programs: Mixed Methods Study.JMIR human factors · 2025Article
- The engagement problem: A review of engagement with digital mental health interventions and recommendations for a path forward.Current treatment options in psychiatry · 2023Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Digital healthcare has grown in popularity in recent years as a scalable solution to address increasing rates of mental illness among employees, but its clinical potential is limited by low engagement and adherence, particularly in open access interventions. Personalized guidance, involving structuring an intervention and tailoring it to the user to increase accountability and social support, is one way to increase engagement with digital health programs. This exploratory retrospective study therefore sought to examine the impact of guidance in the form of personalized prompts from a lay-person (i.e., non-health professional) on user's (
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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.