ArticleJMIR mHealth and uHealth2018
Veterans' Attitudes Toward Smartphone App Use for Mental Health Care: Qualitative Study of Rurality and Age Differences.
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 35 papers, 3 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.
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
35 citing papers in PubMed, 3 syntheses or guidelines pooled it, 69 citations in OpenAlex.
- Effects of mhealth applications on military personnel's physical and mental health: A systematic review.Military psychology : the official journal of the Division of Military Psychology, American Psychological Association · 2025Pooled it
- Evaluation of Digital Mental Health Technologies in the United States: Systematic Literature Review and Framework Synthesis.JMIR mental health · 2024Pooled it
- Barriers to and Facilitators of User Engagement With Digital Mental Health Interventions: Systematic Review.Journal of medical Internet research · 2021Pooled it
- Automated Text Messaging With Patients in Department of Veterans Affairs Specialty Clinics: Cluster Randomized Trial.Journal of medical Internet research · 2019Trial
- Rural Veteran Perceptions of a Virtual Health Resource Center in a Community-Based Setting.Journal of general internal medicine · 2026Article
- Patient Preferences for Technology-Assisted Patient-Reported Outcomes Measurement of Mental Health Symptoms Among Veterans: Cross-Sectional Survey.Journal of participatory medicine · 2026Article
- Engaging veterans in the development of mobile health interventions to support medication treatment for opioid use disorder.Frontiers in digital health · 2026Article
- Integrating digital therapeutics for patients with mental illness into clinical practice: perspectives for US healthcare professionals.Frontiers in public health · 2026Review
- Bridging Rural America's Digital Divide in Health Care.Journal of medical Internet research · 2025Article
- Digital Health Resilience and Well-Being Interventions for Military Members, Veterans, and Public Safety Personnel: Environmental Scan and Quality Review.JMIR mHealth and uHealth · 2025Review
- Article
- Assessing rural populations' barriers to mental healthcare and perceptions towards prescription digital therapeutics: a cross-sectional survey.Frontiers in digital health · 2025Article
- Use of mobile applications and mental health services among veterans who received internet-connected tablets.JAMIA open · 2024Article
- Assistive technology services for adults with disabilities in state-federal vocational rehabilitation programs.Disability and rehabilitation. Assistive technology · 2024Article
- Feasibility and utility of mobile health interventions for depression and anxiety in rural populations: A scoping review.Internet interventions · 2024Article
- Diffusion and Disparities: Rural Uptake of Continuous Glucose Monitors.Diabetes care · 2024Article
- Clinician perspectives on technology-enhanced in vivo exposures during prolonged exposure therapy for PTSD.Journal of clinical psychology · 2023Article
- An Avatar-Led Web-Based and SMS Text Message Smoking Cessation Program for Socioeconomically Disadvantaged Veterans: Pilot Randomized Controlled Trial.JMIR formative research · 2023Article
- Rural and urban differences in perceptions, behaviors, and health care disruptions during the COVID-19 pandemic.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2022Article
- Predicting Uptake of the COVID Coach App Among US Military Veterans: Funnel Analysis Using a Probability-Based Panel.JMIR mental health · 2022Article
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 at 4 institutions in 1 country.
Funding
Abstract
backgroundMental health smartphone apps provide support, skills, and symptom tracking on demand and come at minimal to no additional cost to patients. Although the Department of Veterans Affairs has established itself as a national leader in the creation of mental health apps, veterans' attitudes regarding the use of these innovations are largely unknown, particularly among rural and aging populations who may benefit from increased access to care.
objectiveThe objective of our study was to examine veterans' attitudes toward smartphone apps and to assess whether openness toward this technology varies by age or rurality.
methodsWe conducted semistructured qualitative interviews with 66 veterans from rural and urban areas in Maine, Arkansas, and California. Eligible veterans aged 18 to 70 years had screened positive for postraumatic stress disorder (PTSD), alcohol use disorder, or major depressive disorder, but a history of mental health service utilization was not required. Interviews were digitally recorded, professionally transcribed, and coded by a research team using an established codebook. We then conducted a thematic analysis of segments pertaining to smartphone use, informed by existing theories of technology adoption.
resultsInterviews revealed a marked division regarding openness to mental health smartphone apps, such that veterans either expressed strongly positive or negative views about their usage, with few participants sharing ambivalent or neutral opinions. Differences emerged between rural and urban veterans' attitudes, with rural veterans tending to oppose app usage, describe smartphones as hard to navigate, and cite barriers such as financial limitations and connectivity issues, more so than urban populations. Moreover, rural veterans more often described smartphones as being opposed to their values. Differences did not emerge between younger and older (≥50) veterans regarding beliefs that apps could be effective or compatible with their culture and identity. However, compared with younger veterans, older veterans more often reported not owning a smartphone and described this technology as being difficult to use.
conclusionsOpenness toward the use of smartphone apps in mental health treatment may vary based on rurality, and further exploration of the barriers cited by rural veterans is needed to improve access to care. In addition, findings indicate that older patients may be more open to integrating technology into their mental health care than providers might assume, although such patients may have more trouble navigating these devices and may benefit from simplified app designs or smartphone training. Given the strong opinions expressed either for or against smartphone apps, our findings suggest that apps may not be an ideal adjunctive treatment for all patients, but it is important to identify those who are open to and may greatly benefit from this technology.
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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.