Evidence map›Paper›PMID 40009840›Full record

ArticleJMIR formative research2025

Automated Digital Safety Planning Interventions for Young Adults: Qualitative Study Using Online Co-design Methods.

Jonah Meyerhoff, Sarah A Popowski, Tanvi Lakhtakia, Emily Tack, Rachel Kornfield, Kaylee P Kruzan, Charles J Krause, Theresa Nguyen, Kevin Rushton, Anthony R Pisani and 3 more

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 5 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed, 1 pooled it
–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

5 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. The #chatsafe Youth Participation Model: Evaluating Participatory Workshops Involving Young People in the Design of Suicide Prevention Initiatives.Health expectations : an international journal of public participation in health care and health policy · 2026
    Article
  3. Article
  4. Safety Planning for Youth in the Emergency Department Who Have Suicide Risk.Journal of the American College of Emergency Physicians open · 2025
    Article
  5. 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

13 authors.

Jonah MeyerhoffDepartment of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID 0000-0001-5149-7959
Sarah A PopowskiDepartment of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID 0009-0000-2457-9377
Tanvi LakhtakiaDepartment of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID 0000-0003-2470-7716
Emily TackDepartment of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID 0009-0006-1944-528X
Rachel KornfieldDepartment of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID 0000-0001-8542-6913
Kaylee P KruzanDepartment of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID 0000-0003-1489-487X
Charles J KrauseDepartment of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID 0009-0001-3448-6657
Theresa NguyenMental Health America, Alexandria, VA, United States.ORCID 0000-0001-9218-3198
Kevin RushtonMental Health America, Alexandria, VA, United States.ORCID 0009-0009-1637-5943
Anthony R PisaniDepartment of Psychiatry, School of Medicine and Dentistry, University of Rochester, Rochester, NY, United States.ORCID 0000-0003-4698-8432
Madhu ReddyDepartment of Informatics, Donald Bren School of Information and Computer Sciences, University of California, Irvine, CA, United States.ORCID 0000-0002-6330-3637
Kimberly A Van OrdenDepartment of Psychiatry, School of Medicine and Dentistry, University of Rochester, Rochester, NY, United States.ORCID 0000-0001-9439-401X
David C MohrDepartment of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.ORCID 0000-0002-5443-7596

Funding

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
Developing a Digital Intervention for Adolescent Nonsuicidal Self-injuryK01MH131898 · NIMH · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Kaylee Payne Kruzan · 2023 to 2026
$753k
Brain and Behavioral Mechanisms Linking Loneliness and Social Isolation with Accelerated Cognitive Aging and Alzheimer's Disease and Related DementiasK24AG084885 · NIA · UNIVERSITY OF ROCHESTER · PI Kimberly Allison Van Orden · 2024 to 2026
$493k
NIA NIH HHS K24 AG084885NIMH NIH HHS K01 MH125172NIMH NIH HHS K01 MH131898NIMH NIH HHS K08 MH128640
6 · The paper itself

Abstract

backgroundYoung adults in the United States are experiencing accelerating rates of suicidal thoughts and behaviors but have the lowest rates of formal mental health care. Digital suicide prevention interventions have the potential to increase access to suicide prevention care by circumventing attitudinal and structural barriers that prevent access to formal mental health care. These tools should be designed in collaboration with young adults who have lived experience of suicide-related thoughts and behaviors to optimize acceptability and use.

objectiveThis study aims to identify the needs, preferences, and features for an automated SMS text messaging-based safety planning service to support the self-management of suicide-related thoughts and behaviors among young adults.

methodsWe enrolled 30 young adults (age 18-24 years) with recent suicide-related thoughts and behaviors to participate in asynchronous remote focus groups via an online private forum. Participants responded to researcher-posted prompts and were encouraged to reply to fellow participants-creating a threaded digital conversation. Researcher-posted prompts centered on participants' experiences with suicide-related thought and behavior-related coping, safety planning, and technologies for suicide-related thought and behavior self-management. Focus group transcripts were analyzed using thematic analysis to extract key needs, preferences, and feature considerations for an automated SMS text messaging-based safety planning tool.

resultsYoung adult participants indicated that an automated digital SMS text message-based safety planning intervention must meet their needs in 2 ways. First, by empowering them to manage their symptoms on their own and support acquiring and using effective coping skills. Second, by leveraging young adults' existing social connections. Young adult participants also shared 3 key technological needs of an automated intervention: (1) transparency about how the intervention functions, the kinds of actions it does and does not take, the limits of confidentiality, and the role of human oversight within the program; (2) strong privacy practices-data security around how content within the intervention and how private data created by the intervention would be maintained and used was extremely important to young adult participants given the sensitive nature of suicide-related data; and (3) usability, convenience, and accessibility were particularly important to participants-this includes having an approachable and engaging message tone, customizable message delivery options (eg, length, number, content focus), and straightforward menu navigation. Young adult participants also highlighted specific features that could support core coping skill acquisition (eg, self-tracking, coping skill idea generation, reminders).

conclusionsEngaging young adults in the design process of a digital suicide prevention tool revealed critical considerations that must be addressed if the tool is to effectively expand access to evidence-based care to reach young people at risk for suicide-related thoughts and behaviors. Specifically, automated digital safety planning interventions must support building skillfulness to cope effectively with suicidal crises, deepening interpersonal connections, system transparency, and data privacy.

Indexed as

Suicide PreventionText MessagingAdolescentAdultFemaleFocus GroupsHumansMaleQualitative ResearchSelf-ManagementSuicidal IdeationUnited StatesYoung Adultcomputer assistedmental health servicesSMS text messagingtechnologytherapy

Identifiers

PMID40009840
PMCPMC11904377

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.