Engagement, Use, and Impact of Digital Mental Health Resources for Diverse Populations in COVID-19: Community-Partnered Evaluation
- PMID: 36346902
- PMCID: PMC9746673
- DOI: 10.2196/42031
Engagement, Use, and Impact of Digital Mental Health Resources for Diverse Populations in COVID-19: Community-Partnered Evaluation
Abstract
Background: The COVID-19 pandemic increased disparities for communities burdened by structural barriers such as reduced affordable housing, with mental health consequences. Limited data are available on digital resources for public mental health prevention during the COVID-19 pandemic.
Objective: The study aim was to evaluate engagement in and impact of free digital resources on the Together for Wellness/Juntos por Nuestro Bienestar (T4W/Juntos) website during COVID-19 in California.
Methods: A pilot evaluation of T4W/Juntos was performed, with partner agencies inviting providers, clients, and partners to visit the website and complete surveys at baseline (September 20, 2021, to April 4, 2022) and at 4-6-week follow-up (October 22, 2021, to May 17, 2022). Website use was assessed by three engagement items (ease of use, satisfaction, relevance), comfort in use, and use of six resource categories. Primary outcomes at follow-up were depression and anxiety (scores≥3 on Patient Health Questionnaire-2 item [PHQ2] and Generalized Anxiety Disorder-2 item [GAD2] scales). Secondary outcomes were post-pre differences in PHQ2 and GAD2 scores, and use of behavioral health hotlines and services the month before follow-up.
Results: Of 366 eligible participants, 315 (86.1%) completed baseline and 193 (61.3%) completed follow-up surveys. Of baseline participants, 72.6% identified as female, and 21.3% identified as lesbian, gay, bisexual, transgender, queer/questioning, and others (LGBTQ+). In terms of ethnicity, 44.0% identified as Hispanic, 17.8% as African American, 26.9% as non-Hispanic white, and 11.4% as other ethnicity. Overall, 32.7% had moderate anxiety or depression (GAD2/PHQ2≥3) at baseline. Predictors of baseline website engagement included being Hispanic versus other race/ethnicity (β=.27, 95% CI .10-.44; P=.002) and number of COVID-19-related behavior changes (β=.09, 95% CI .05-.13; P<.001). Predictors of comfort using the website were preferring English for website use (odds ratio [OR] 5.57, 95% CI 2.22-13.96; P<.001) and COVID-19-related behavior changes (OR 1.37, 95% CI 1.12-1.66; P=.002); receiving overnight behavioral health treatment in the prior 6 months (OR 0.15, 95% CI 0.03-0.69, P=.015) was associated with less comfort in website use. The main predictor of depression at follow-up (PHQ2≥3) was baseline depression (OR 6.24, 95% CI 2.77-14.09; P<.001). Engagement in T4W/Juntos was associated with lower likelihood of depression (OR 0.54, 95% CI 0.34-0.86; P=.01). Website use the month before follow-up was associated with a post-pre reduction in PHQ2 score (β=-.62, 95% CI -1.04 to -0.20; P=.004). The main predictor of GAD2≥3 at follow-up was baseline GAD2≥3 (OR 13.65, 95% CI 6.06-30.72; P<.001). Greater baseline website engagement predicted reduced hotline use (OR 0.36, 95% CI 0.18-0.71; P=.004).
Conclusions: Ethnicity/language and COVID-19-related behavior changes were associated with website engagement; engagement and use predicted reduced follow-up depression and behavioral hotline use. Findings are based on participants recommended by community agencies with moderate follow-up rates; however, significance was similar when weighting for nonresponse. This study may inform research and policy on digital mental health prevention resources.
Keywords: COVID-19; community health; depression; digital mental health; digital resource; ethnic; health disparity; health resource; hotline use; mental well-being; minority population; prevention; public health; website engagement.
©Kenneth Wells, April Denise Thames, Alexander S Young, Lily Zhang, MarySue V Heilemann, Daniela Flores Romero, Adrian Oliva, Felica Jones, Lingqi Tang, Melissa Brymer, Thomas Elliott, Armen Arevian, Together for Wellness/Juntos Collaborators and Writing Group. Originally published in JMIR Formative Research (https://formative.jmir.org), 07.12.2022.
Conflict of interest statement
Conflicts of Interest: AA is founder and CEO of Chorus Innovations and Arevian Technologies. The other authors have no conflicts to declare.
Similar articles
-
Community Members' Perceptions of a Resource-Rich Well-Being Website in California During the COVID-19 Pandemic: Qualitative Thematic Analysis.JMIR Form Res. 2024 Mar 25;8:e55517. doi: 10.2196/55517. JMIR Form Res. 2024. PMID: 38526558 Free PMC article.
-
Exploring the Impact of Online Mental Health Resources During the COVID-19 Pandemic on Lesbian, Gay, Bisexual, Transgender, Queer, and Questioning Adults Compared to Heterosexual Adults: Pretest-Posttest Survey Analyses.JMIR Form Res. 2025 Jul 11;9:e67082. doi: 10.2196/67082. JMIR Form Res. 2025. PMID: 40644682 Free PMC article.
-
Comparing Long-Term Outcomes of Two Collaborative Care Approaches for People with Depression [Internet].Washington (DC): Patient-Centered Outcomes Research Institute (PCORI); 2018 Nov. Washington (DC): Patient-Centered Outcomes Research Institute (PCORI); 2018 Nov. PMID: 39133795 Free Books & Documents. Review.
-
Participants' Engagement With and Results From a Web-Based Integrative Population Mental Wellness Program (CHAMindWell) During the COVID-19 Pandemic: Program Evaluation Study.JMIR Ment Health. 2023 Oct 26;10:e48112. doi: 10.2196/48112. JMIR Ment Health. 2023. PMID: 37883149 Free PMC article.
-
Digital Interventions to Support Population Mental Health in Canada During the COVID-19 Pandemic: Rapid Review.JMIR Ment Health. 2021 Mar 2;8(3):e26550. doi: 10.2196/26550. JMIR Ment Health. 2021. PMID: 33650985 Free PMC article. Review.
Cited by
-
Clinician and Patient Perspectives on the Use of Passive Mobile Monitoring and Self-Tracking for Patients With Serious Mental Illness: User-Centered Approach.JMIR Hum Factors. 2023 Oct 24;10:e46909. doi: 10.2196/46909. JMIR Hum Factors. 2023. PMID: 37874639 Free PMC article.
-
Community Members' Perceptions of a Resource-Rich Well-Being Website in California During the COVID-19 Pandemic: Qualitative Thematic Analysis.JMIR Form Res. 2024 Mar 25;8:e55517. doi: 10.2196/55517. JMIR Form Res. 2024. PMID: 38526558 Free PMC article.
-
Collaborating with and enabling diverse communities to address health inequities: The experiences of a community engagement and outreach team.J Clin Transl Sci. 2025 Jan 22;9(1):e38. doi: 10.1017/cts.2025.7. eCollection 2025. J Clin Transl Sci. 2025. PMID: 40052051 Free PMC article.
-
Impact of Opera on Resilience and Thriving in Serious Mental Illness: Pilot Evaluation of The Center Cannot Hold Part 2 and Resilience Workshop.Community Ment Health J. 2024 Jul;60(5):964-971. doi: 10.1007/s10597-024-01248-9. Epub 2024 Mar 22. Community Ment Health J. 2024. PMID: 38517645 Free PMC article.
-
Exploring the Impact of Online Mental Health Resources During the COVID-19 Pandemic on Lesbian, Gay, Bisexual, Transgender, Queer, and Questioning Adults Compared to Heterosexual Adults: Pretest-Posttest Survey Analyses.JMIR Form Res. 2025 Jul 11;9:e67082. doi: 10.2196/67082. JMIR Form Res. 2025. PMID: 40644682 Free PMC article.
References
-
- Webb Hooper M, Nápoles AM, Pérez-Stable EJ. COVID-19 and racial/ethnic disparities. JAMA. 2020 Jun 23;323(24):2466–2467. doi: 10.1001/jama.2020.8598. https://europepmc.org/abstract/MED/32391864 2766098 - DOI - PMC - PubMed
-
- Feist JB, Feist JC, Cipriano P. Stigma compounds the consequences of clinician burnout during COVID-19: a call to action to break the culture of silence. NAM Perspect. 2020 Aug 6;2020:10.31478/202008b. doi: 10.31478/202008b. https://europepmc.org/abstract/MED/35291748 202008b - DOI - PMC - PubMed
-
- Salerno JP, Williams ND, Gattamorta KA. LGBTQ populations: psychologically vulnerable communities in the COVID-19 pandemic. Psychol Trauma. 2020 Aug;12(S1):S239–S242. doi: 10.1037/tra0000837. https://europepmc.org/abstract/MED/32551761 2020-41743-001 - DOI - PMC - PubMed
-
- Logan RI, Castañeda H. Addressing health disparities in the rural United States: advocacy as caregiving among community health workers and Promotores de Salud. Int J Environ Res Public Health. 2020 Dec 10;17(24):9223. doi: 10.3390/ijerph17249223. https://www.mdpi.com/resolver?pii=ijerph17249223 ijerph17249223 - DOI - PMC - PubMed
LinkOut - more resources
Full Text Sources
Medical
Miscellaneous