Evidence map›Paper›PMID 42269030›Full record

ArticleJMIR formative research2026

Usability, Relevance, and User Engagement of a Government-Sponsored and Community Co-Designed Digital Mental Health Website During the COVID-19 Pandemic: A Pilot Study on Latino/a/x Adults.

Blanche Wright, Lily Zhang, Jocelyn I Meza, Lupita Rodriguez, Irisela Contreras, Vanessa Terán, Alexander S Young, Miriam Nuño, Tiffany Dzou, Sergio Aguilar-Gaxiola and 1 more

Abstract read
In one paragraph

Article in JMIR formative 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

11 authors.

Blanche WrightDepartment of Psychology, University of Oregon, 1451 Onyx Street, Eugene, OR, 97403-1227, United States, 541-346-4831.ORCID 0000-0002-7875-4983
Lily ZhangResearch Center for Health Services and Society, Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, CA, United States.ORCID 0000-0002-6251-6913
Jocelyn I MezaDepartment of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, United States.ORCID 0000-0002-8132-9099
Lupita RodriguezHealth Education Council, Sacramento, CA, United States.ORCID 0000-0002-5460-2475
Irisela ContrerasMixteco Indígena Community Organizing Project, Oxnard, CA, United States.ORCID 0009-0004-3752-3291
Vanessa TeránMixteco Indígena Community Organizing Project, Oxnard, CA, United States.ORCID 0009-0004-6190-529X
Alexander S YoungDepartment of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, United States.ORCID 0000-0002-9367-9213
Miriam NuñoDepartment of Public Health Sciences, University of California, Davis, CA, United States.ORCID 0000-0003-2089-7276
Tiffany DzouDepartment of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, United States.ORCID 0000-0001-6004-8581
Sergio Aguilar-GaxiolaDepartment of Internal Medicine, University of California, Davis, CA, United States.ORCID 0000-0001-5058-4575
Kenneth B WellsDepartment of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, United States.ORCID 0000-0002-7454-6589

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Latino/a/x adults have higher rates of unmet mental health needs than other racial and ethnic groups. One promising solution to help bridge this gap in care is digital mental health tools. Digital tools, such as self-help websites, have demonstrated the ability to enhance mental health literacy, reduce stigma, and improve mental health symptoms. Despite the potential benefits, engagement remains a critical challenge, and there has been a large oversight of unique considerations for Latino/a/x adults as end users. Objective: Guided by the Technology Acceptance Model and the Behavioral Model for Vulnerable Populations, the study's overarching objective is to characterize within-group variation of Latino/a/x adults' engagement with a government-funded, prevention-focused mental health website that was co-designed with community partners during the COVID-19 pandemic. Methods: The Together for Wellness/Juntos Por Nuestro Bienestar (T4W/Juntos) website offered free digital mental health resources to help Californians cope with the COVID-19 pandemic. A pilot evaluation of the website involved baseline and 4-week follow-up surveys about demographics, behavioral health needs, and overall website user experience. This current subanalysis focused on a stratified sample of Latino/a/x adult participants (baseline N=131; baseline and follow-up n=68). The baseline sample was mostly female (106/130, 81.5%); 66.9% (87/130) preferred to use the website in English and 30% (39/130) preferred Spanish. Behavioral health needs were assessed using the Patient Health Questionnaire-2, Generalized Anxiety Disorder 2-item scale, and a COVID-19 stressors checklist. We measured usability, comfort using the website, relevance of the website, and past-month use of resources. Data were analyzed using ordered and standard logistic regression methods. Results: Latino/a/x adults who preferred using the website in English (odds ratio [OR] 13.76, P<.001) compared with Spanish were more comfortable using the website. Compared with adults aged 18-30 years, adults aged 41-50 years had significantly lower odds of agreeing that the website was easy to use. Sensitivity analyses revealed that participants who found the website easier to use (OR 2.22, P=.001) and those with greater behavioral health needs (OR 1.22, P=.045) were more likely to perceive the website's topics as relevant. Participants with higher behavioral health needs at baseline were more likely to use the website and engage with resources for anxiety or stress at follow-up (OR 1.42, P=.047). Conclusions: This study addresses gaps in understanding Latino/a/x adults' experiences with a prevention-focused mental health website. The language-based disparity in comfort highlights the need to significantly improve the user experience for Latino/a/x Spanish speakers. Still, the website can be a helpful resource for Latino/a/x adults with high behavioral health needs, bridging a critical gap in support. A collaborative approach to developing resource-rich websites with trusted community organizations is vital for effectively reaching Latino/a/x communities and tailoring resources to address their unique needs.

Indexed as

COVID-19Hispanic or LatinoInternetMental HealthAdultCaliforniaDigital HealthDigital MediaFemaleHumansMaleMental Health TeletherapyMiddle AgedPilot Projectscommunity partnershipCOVID-19digital healthengagementHispanic or Latinomental healthrelevanceusability

Identifiers

PMID42269030
PMCPMC13252701

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.