ArticleJMIR research protocols2014
Feasibility and preliminary effects of a virtual environment for adults with type 2 diabetes: pilot study.
Article in JMIR research protocols, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05286892 (Diabetes Learning in Virtual Environments Just In Time for Community reEntry), which is not on this map. Cited by 32 papers, 2 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.
Diabetes Learning in Virtual Environments Just In Time for Community reEntry (Diabetes LIVE JustICE)
Who cites it
32 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- VR-Based Physical Activity and Self-Management Interventions for Glycemic Control and Behavioral Outcomes in Type 2 Diabetes: A Systematic Review and Meta-Analysis.Journal of medical systems · 2026Pooled it
- Telehealth Interventions Delivering Home-based Support Group Videoconferencing: Systematic Review.Journal of medical Internet research · 2018Pooled it
- A Web-Based Virtual Environment Behavioral Intervention as Cardiovascular Disease and Metabolic Disease Prevention Education in Persons With HIV: Evaluation of the LEARN Randomized Controlled Trial.Journal of medical Internet research · 2026Trial
- The effect of education using the interactive avatar application on self-care and the ability to identify and respond to the symptoms of heart attack in patients with acute coronary syndrome: a randomized clinical trial.BMC health services research · 2025Trial
- Perceptions of HIV-Related Comorbidities and Usability of a Virtual Environment for Cardiovascular Disease Prevention Education in Sexual Minority Men With HIV: Formative Phases of a Pilot Randomized Controlled Trial.Journal of medical Internet research · 2024Trial
- Creating a sustainable collaborative consumer health application for chronic disease self-management.Journal of biomedical informatics · 2017Trial
- Trial
- Community Health Worker Diabetes Prevention Awareness Training in an Immersive Virtual World Environment: Mixed Methods Pilot Study.JMIR formative research · 2025Article
- Your Lifestyle As Medicine: the impact of a citizen initiative for people with type 2 diabetes using peer coaching and self-management.BMJ nutrition, prevention & health · 2025Article
- Virtual reality offerings for wellbeing for and by marginalized populations: A scoping review on equity and intersectionality.Global mental health (Cambridge, England) · 2025Review
- Article
- Impact of Facilitation on Cognitive Flow in a Novel Diabetes Management Rehearsal Game for Health Professions Education: Mixed Methods, Open-Label, Superiority Randomized Controlled Trial.JMIR serious games · 2024Article
- Use of Online Communities among People with Type 2 Diabetes: A Scoping Review.Current diabetes reports · 2024Article
- Social support via Internet communication technology for diabetes self-management: a scoping review.mHealth · 2024Article
- Patient Portals as Facilitators of Engagement in Patients With Diabetes and Chronic Heart Disease: Scoping Review of Usage and Usability.Journal of medical Internet research · 2023Article
- Effectiveness of an Immersive Telemedicine Platform for Delivering Diabetes Medical Group Visits for African American, Black and Hispanic, or Latina Women With Uncontrolled Diabetes: The Women in Control 2.0 Noninferiority Randomized Clinical Trial.Journal of medical Internet research · 2023Article
- Learning in a Virtual Environment to Improve Type 2 Diabetes Outcomes: Randomized Controlled Trial.JMIR formative research · 2023Article
- Cardiovascular Disease Prevention Education Using a Virtual Environment in Sexual-Minority Men of Color With HIV: Protocol for a Sequential, Mixed Method, Waitlist Randomized Controlled Trial.JMIR research protocols · 2022Article
- Unpacking Peer Conversations in a Virtual Communitiy for Diabetes Self-Management Education and Support: Behavior Science and Linguistics Perspective.Studies in health technology and informatics · 2021Article
- Exchanges in a Virtual Environment for Diabetes Self-Management Education and Support: Social Network Analysis.JMIR diabetes · 2021Article
Corrections and comments
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Authors and funding
9 authors.
Funding
Abstract
backgroundInnovative interventions that empower patients in diabetes self-management (DSM) are needed to provide accessible, sustainable, cost-effective patient education and support that surpass current noninteractive interventions. Skills acquired in digital virtual environments (VEs) affect behaviors in the physical world. Some VEs are programmed as real-time three-dimensional representations of various settings via the Internet. For this research, a theoretically grounded VE that facilitates DSM was developed and pilot tested. It offered weekly synchronous DSM education classes, group meetings, and social networking in a community in which participants practiced real world skills such as grocery shopping, exercising, and dining out, allowing for interactive knowledge application. The VE was available 24/7 on the Internet, minimizing access barriers.
objectiveThe objective of this study was to evaluate the feasibility and efficacy of participation in a VE for DSM education and support.
methodsThis study utilized a single group, pre-mid-post measure design. At 0, 3, and 6 months, we assessed participants' perceived VE usability and usefulness, self-efficacy, diabetes self-management behaviors, perceived social support, and diabetes knowledge using validated survey measures; and we recorded metabolic indicators (HbA1c, BP, BMI). Process data were continuously collected in the VE (log-ins, voice recordings, locations visited, objects interacted with, and movement). Data analysis included descriptive statistics, t tests to evaluate changes in mediators and outcomes over time, and depiction of utilization and movement data.
resultsWe enrolled 20 participants (13/20, 65% white, 7/20, 35% black), with an age range of 39-72 years (mean age, 54 years) and diabetes duration from 3 months to 25 years. At baseline, 95% (18/19) and 79% (15/19) of participants rated usefulness and ease of use as high on validated surveys with no significant changes at 3 or 6 months. Participants logged into the site a mean of 2.5 hours/week over the course of 6 months. High DSM class attendance was reflected by the largest percentage of time spent in the classroom (48.6%). Self-efficacy, social support, and foot care showed significant improvement (P<.05). There were improvement trends in clinical outcomes that were clinically meaningful but did not reach statistical significance given the small sample size.
conclusionsBecause relatively little is known about usability, acceptability, and efficacy of health interventions in VEs, this study constitutes an important, innovative first step in exploring the potential of VEs for facilitating DSM. The preliminary data suggest that VEs provide a feasible and useful platform for patients and educators that affects self-management and related mediators. Flexible access to both synchronous and asynchronous diabetes education, skill building activities, and support from a home computer remove barriers to attending clinic-based meetings. This program has potential for improving DSM in an easily disseminated alternative model.
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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.