Evidence map›Paper›PMID 40882198›Full record

ArticleJMIR formative research2025

Designing Digital Mental Health Interventions to Meet the Needs of Older Adolescents: Qualitative Interview and Group Discussion Study.

Rachel Kornfield, Sarah Alexandra Popowski, Emily Tack, Jack Svoboda, Miguel Herrera, Theresa Nguyen, Ashley Arehart Knapp, David Curtis Mohr, Jonah Meyerhoff

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
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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.

Rachel KornfieldDepartment of Preventive Medicine, Northwestern University, Chicago, IL, United States.ORCID 0000-0001-8542-6913
Sarah Alexandra PopowskiDepartment of Preventive Medicine, Northwestern University, Chicago, IL, United States.ORCID 0009-0000-2457-9377
Emily TackDepartment of Preventive Medicine, Northwestern University, Chicago, IL, United States.ORCID 0009-0006-1944-528X
Jack SvobodaDepartment of Preventive Medicine, Northwestern University, Chicago, IL, United States.ORCID 0009-0008-6908-152X
Miguel HerreraDepartment of Psychiatry and Behavioral Sciences, Northwestern University, Chicago, IL, United States.ORCID 0000-0003-0269-9858
Theresa NguyenMental Health America, Alexandria, VA, United States.ORCID 0000-0001-9218-3198
Ashley Arehart KnappCenter for Behavioral Intervention Technologies, Northwestern University, Chicago, IL, United States.ORCID 0000-0002-0073-1466
David Curtis MohrDepartment of Preventive Medicine, Northwestern University, Chicago, IL, United States.ORCID 0000-0002-5443-7596
Jonah MeyerhoffDepartment of Preventive Medicine, Northwestern University, Chicago, IL, United States.ORCID 0000-0001-5149-7959

Funding

Technology Enabled Services for Coordinated Care of Depression in Healthcare SettingsP50MH119029 · NIMH · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Rachel Kornfield · 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
Technology-Enabled Prevention Service for At-Risk Youth Life Event SupplementK01MH121854 · NIMH · NORTHWESTERN UNIVERSITY AT CHICAGO · PI KNAPP, ASHLEY AREHART · 2020 to 2025
$927k
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 MH121854NIMH NIH HHS K01 MH125172NIMH NIH HHS K08 MH128640NIMH NIH HHS P50 MH119029NIMH NIH HHS R34 MH124960
6 · The paper itself

Abstract

backgroundAnxiety and depression are common in adolescents, but adolescents are often uninterested in formal mental health treatments or are unable to access them. Digital interventions can be delivered at scale to bridge critical gaps in mental health care but must address the needs and preferences of adolescents.

objectiveThis study aims to conduct qualitative research involving adolescents aged 18 years to inform both the design of digital mental health interventions for adolescents broadly and new features and refinements to incorporate in an automated SMS text messaging intervention, Small Steps SMS, that was originally designed for young adults.

methodsWe recruited non-treatment-engaged older adolescents who were aged 18 years, lived in the United States, and had experienced depression or anxiety. In total, 12 participants were recruited through social media advertising and online self-screeners hosted by Mental Health America, a mental health advocacy organization. For 24 days, participants answered researcher prompts and engaged with one another in an asynchronous online discussion group, with a new discussion prompt released every 3 days. In parallel, partway through the discussion group, participants received interactive messages from Small Steps SMS, an automated SMS text messaging intervention that delivers daily dialogues supporting mental health self-management. Questions in the discussion group pertained to mental health challenges, help-seeking attitudes, perceptions of Small Steps SMS, and ways the program and other digital mental health interventions could meet the needs of older adolescents. A subset of participants (n=4, 33%) also completed interviews to elaborate on their responses. Thematic analysis was applied to transcripts of the discussion group and interviews to characterize user needs and design priorities when making Small Steps SMS and similar interventions available to adolescents.

resultsParticipants reported factors that contributed to their experience of mental health symptoms, including the transition from adolescence to adulthood, fears that the world is unstable and their futures are uncertain, and ineffective use of social media to cope with symptoms. Participants were proud of their generation's mental health acceptance but also observed a generational divide in mental health stigma and literacy that could impede seeking help from parents and other adults. Participants appreciated that Small Steps SMS allowed them to pursue mental health self-management conveniently and independently. They suggested that the program and similar interventions address adolescent-specific challenges and facilitate intergenerational communication about mental health. They also recommended possible ways to increase engagement through peer-to-peer communication, gamification, and greater explanation of self-management strategies.

conclusionsMajor life transitions affected adolescent participants' mental health needs and preferences for digital mental health tools. While interactive automated messaging programs have the potential to support self-management in this population, program content and features should be adapted to adolescents' needs.

Indexed as

Mental Health ServicesText MessagingAdolescentAnxietyDepressionFemaleHumansMaleMental HealthQualitative ResearchSocial MediaUnited Statesadolescentsanxietydepressiondigital mental healthqualitative dataSMS text messaginguser-centered design

Identifiers

PMID40882198
PMCPMC12432472

What OpenQuestion holds

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LicenceCC BY
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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.