Evidence map›Paper›PMID 42139720›Full record

ArticleJournal of medical Internet research2026

Assessing the Use of Wearable Mobile-Monitoring Devices Among Individuals With Serious Mental Illness: Qualitative Acceptability and Feasibility Study.

Aubrey M Freitas, Jesus G Chavez, Melissa Chinchilla, Ronald Calderon, Stephanie Chassman, Lauren Hoffmann, Alexander S Young

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Aubrey M FreitasMental Illness Research, Education, and Clinical Center, VA Greater Los Angeles Healthcare System, U.S. Department of Veteran Affairs, 11301 Wilshire Blvd, Los Angeles, CA, 90073, United States, 1 (310) 478-3711.ORCID http://orcid.org/0009-0002-2690-0878
Jesus G ChavezMental Illness Research, Education, and Clinical Center, VA Greater Los Angeles Healthcare System, U.S. Department of Veteran Affairs, 11301 Wilshire Blvd, Los Angeles, CA, 90073, United States, 1 (310) 478-3711.ORCID http://orcid.org/0000-0002-7181-5093
Melissa ChinchillaMental Illness Research, Education, and Clinical Center, VA Greater Los Angeles Healthcare System, U.S. Department of Veteran Affairs, 11301 Wilshire Blvd, Los Angeles, CA, 90073, United States, 1 (310) 478-3711.ORCID http://orcid.org/0000-0001-7546-0827
Ronald CalderonMental Illness Research, Education, and Clinical Center, VA Greater Los Angeles Healthcare System, U.S. Department of Veteran Affairs, 11301 Wilshire Blvd, Los Angeles, CA, 90073, United States, 1 (310) 478-3711.ORCID http://orcid.org/0000-0001-5860-8703
Stephanie ChassmanMental Illness Research, Education, and Clinical Center, VA Greater Los Angeles Healthcare System, U.S. Department of Veteran Affairs, 11301 Wilshire Blvd, Los Angeles, CA, 90073, United States, 1 (310) 478-3711.ORCID http://orcid.org/0000-0002-7338-9518
Lauren HoffmannMental Illness Research, Education, and Clinical Center, VA Greater Los Angeles Healthcare System, U.S. Department of Veteran Affairs, 11301 Wilshire Blvd, Los Angeles, CA, 90073, United States, 1 (310) 478-3711.ORCID http://orcid.org/0000-0002-6895-3727
Alexander S YoungMental Illness Research, Education, and Clinical Center, VA Greater Los Angeles Healthcare System, U.S. Department of Veteran Affairs, 11301 Wilshire Blvd, Los Angeles, CA, 90073, United States, 1 (310) 478-3711.ORCID http://orcid.org/0000-0002-9367-9213

Funding

HSRD VA I01 HX003129
6 · The paper itself

Abstract

Background: Serious mental illness (SMI) is difficult to treat for various reasons, such as rapid changes in symptoms, comorbid health conditions, long gaps between provider visits, and additional societal barriers experienced by this population. Wearable mobile-sensing devices can be used to passively collect valuable patient-generated health data, such as daily step count, heart rate variability, sleep information, and other health-related behaviors, which could inform and improve treatment for individuals with SMI. Wearable health devices have become more economically accessible, providing promise for the possibility of their implementation in health care. However, more information regarding how individuals with SMI perceive and interact with these devices is needed. Objective: This study aimed to assess the acceptability and feasibility of using wearable mobile-sensing devices to improve treatment outcomes for Veterans with SMI. In addition, we were also interested in learning if privacy concerns would influence acceptability of devices, specifically surrounding location tracking and health information sharing, as well as assessing other barriers to device use. Methods: Qualitative interviews were conducted with participants who had been using a wearable health and fitness tracker for at least 2 weeks to explore their thoughts and perceptions of these devices. A total of 15 Veterans diagnosed with a SMI participated in interviews. Both thematic analysis and rapid qualitative analysis approaches were used to uncover findings in key domains and emergent themes. Results: Wearable fitness trackers allowed participants to conveniently monitor various aspects of their physical and mental health, provided a greater understanding of their overall well-being, and motivated them to reach personal health goals. Individuals were open to sharing their personal health information collected from the devices with providers to improve their health care treatment and expressed no privacy concerns surrounding data tracking or the device's global positioning system that monitors physical location. Participants experienced some technological challenges with using the fitness trackers, as well as the device's accompanying cell phone app. Furthermore, participants expressed difficulties in understanding and interpreting the health data that was collected from the health and fitness trackers. Greater ongoing technological support, in addition to physical device adjustments to enhance comfort and usability, were suggested ways of improving overall user experience. Conclusions: Participants with SMI in this sample were accepting of wearable mobile-monitoring devices and believe it is feasible to incorporate these fitness trackers into their daily lives. Furthermore, participants in this sample expressed no privacy concerns regarding location tracking or the sharing of health information collected from these devices with providers. Patient-generated health data collected from these devices may offer valuable information that could be used to inform health care treatment for this population.

Indexed as

Mental DisordersWearable Electronic DevicesAdultDigital HealthFeasibility StudiesFemaleHumansMaleMiddle AgedQualitative ResearchTelemedicineVeteransmobile sensingpatient-generated health dataserious mental illnesswearable deviceswearables

Identifiers

PMID42139720
PMCPMC13179048

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.