Evidence map›Paper›PMID 41052419›Full record

ArticleJMIR formative research2025

Designing Digital Mental Health Tools to Support the Needs of Black Adults in the United States: Qualitative Analysis.

Sarah Alexandra Popowski, Jonah Meyerhoff, Olivia Marin Allen, Theresa Nguyen, Terika McCall, Aderonke Bamgbose Pederson, Madhu Reddy, David Mohr, Rachel Kornfield

Abstract read
In one paragraph

Article in JMIR formative research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Framing Helper Therapy to Support User Engagement: Causal Evidence from a Public Deployment of a Mental Health Support Text Messaging Program.Proceedings of the SIGCHI conference on human factors in computing systems. CHI Conference · 2026
    Article
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

9 authors.

Sarah Alexandra PopowskiDepartment of Preventive Medicine, Feinberg School of Medicine, Northwestern University, 750 N. Lake Shore Dr., 10th Floor, Chicago, IL, 60611, United States, 1 312-503-6576.ORCID 0009-0000-2457-9377
Jonah MeyerhoffDepartment of Preventive Medicine, Feinberg School of Medicine, Northwestern University, 750 N. Lake Shore Dr., 10th Floor, Chicago, IL, 60611, United States, 1 312-503-6576.ORCID 0000-0001-5149-7959
Olivia Marin AllenDepartment of Preventive Medicine, Feinberg School of Medicine, Northwestern University, 750 N. Lake Shore Dr., 10th Floor, Chicago, IL, 60611, United States, 1 312-503-6576.ORCID 0009-0002-6050-6153
Theresa NguyenMental Health America, Alexandria, United States.ORCID 0000-0001-9218-3198
Terika McCallDepartment of Biostatistics, Division of Health Informatics, Yale School of Public Health, Yale University, New Haven, United States.ORCID 0000-0002-8143-5393
Aderonke Bamgbose PedersonDepartment of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States.ORCID 0000-0002-4059-8276
Madhu ReddyDepartment of Informatics, University of California, Irvine, Irvine, United States.ORCID 0000-0002-6330-3637
David MohrDepartment of Preventive Medicine, Feinberg School of Medicine, Northwestern University, 750 N. Lake Shore Dr., 10th Floor, Chicago, IL, 60611, United States, 1 312-503-6576.ORCID 0000-0002-5443-7596
Rachel KornfieldDepartment of Preventive Medicine, Feinberg School of Medicine, Northwestern University, 750 N. Lake Shore Dr., 10th Floor, Chicago, IL, 60611, United States, 1 312-503-6576.ORCID 0000-0001-8542-6913

Funding

Technology Enabled Services for Coordinated Care of Depression in Healthcare SettingsP50MH119029 · NIMH · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Jessica Lee Schleider · 2020 to 2026
$10.7M
mHealth for suicide prevention: Design, development, and feasibility of a scalable SMS-based safety planning interventionK08MH128640 · NIMH · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Jonah Meyerhoff · 2022 to 2026
$1.0M
Adaptive Messaging to Support Depression Self-ManagementK01MH125172 · NIMH · NORTHWESTERN UNIVERSITY AT CHICAGO · PI KORNFIELD, RACHEL · 2021 to 2025
$865k
Digital Mental Health Service for Non-Treatment Seeking Young AdultsR34MH124960 · NIMH · NORTHWESTERN UNIVERSITY AT CHICAGO · PI MEYERHOFF, JONAH, MOHR, DAVID CURTIS · 2021 to 2023
$641k
NIMH NIH HHS K01 MH125172NIMH NIH HHS K08 MH128640NIMH NIH HHS P50 MH119029NIMH NIH HHS R34 MH124960
6 · The paper itself

Abstract

Background: Depression and anxiety are associated with excess morbidity and mortality, constituting a major health care challenge. The prevalence of these conditions is increasing. In the United States, the health-related burden of depression and anxiety may disproportionately affect Black adults, who face unique stressors impacting their mental health and barriers to accessing treatment, including but not limited to systemic racism, discrimination, underdiagnosis of common mental health concerns (ie, depression, anxiety), limited access to culturally sensitive care, and mental health stigma within and outside Black communities. Objective: This study aimed to explore the mental health experiences of nontreatment-seeking Black adults, and how these experiences relate to their needs and preferences for the design of digital mental health (DMH) tools through user-centered design methods. Methods: This study included 25 nontreatment-seeking Black adults (aged 18-61 years) with experiences of depression or anxiety to share their perspectives on how DMH tools can meet their needs. Participants were recruited either through social media advertisements or depression and anxiety questionnaires. All participants engaged in an asynchronous online discussion group in which they discussed their past and current mental health experiences, distinct challenges faced by Black Americans, and perceptions of DMH tools, as well as how such tools can be tailored to meet their mental health needs. Participants also completed a technology probe in which they used an automated mental health self-management text messaging tool (Small Steps SMS; Audacious Software) for 18 days. They shared their perceptions of the tool and ideas for specific design improvements in the discussion group. A subset (n=6) completed follow-up interviews to elaborate on their online discussion group posts. Results: All participants reported significant mental health concerns and difficulty managing related symptoms. A majority of participants (22/25, 88%) expressed that racism and mental health stigma severely impacted their mental health and limited opportunities to discuss their experiences within and outside Black communities. They were interested in the use of DMH tools for mental health self-management and nearly all participants (23/25, 92%) endorsed text messaging as a convenient way to introduce techniques for coping with symptoms of depression and anxiety; however, some participants strongly advocated for additional design features that they believed would improve the program, including the integration of content that centers the experiences of Black individuals, creating nonjudgmental spaces for discussing mental health experiences, and linking formal mental health treatment resources for those who want them. Conclusions: These findings suggest that our participants hold generally favorable views toward DMH tools, which can provide psychoeducation, self-management support tailored to the needs of Black adults, and a safe environment to address mental health concerns. Furthermore, it is critical to consider the role of racial discrimination and mental health stigma when designing inclusive and culturally sensitive DMH tools.

Indexed as

AnxietyBlack or African AmericanDepressionMental Health ServicesAdolescentAdultFemaleHumansMaleMental HealthMiddle AgedQualitative ResearchRacismSocial StigmaTelemedicineUnited StatesAfrican Americansanxietydepressionhealth equitymental health servicesmHealthmobile healthraceSMS text messagingtechnology

Identifiers

PMID41052419
PMCPMC12500225

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.