Evidence map›Paper›PMID 41750052›Full record

ReviewBehavioral sciences (Basel, Switzerland)2026

Beyond Risk Prediction: Considering Upstream Universal Suicide Prevention to Decrease Risk and Increase Resilience.

Sarah Sparks, Cole Marvin, Regan Sweeney, Destiny Rojas, Sean M Mitchell

Abstract readReview
In one paragraph

Review in Behavioral sciences (Basel, Switzerland), 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

5 authors.

Sarah SparksDepartment of Psychological Services, Texas Tech University, Lubbock, TX 79409-2051, USA.
Cole MarvinDepartment of Psychological Services, Texas Tech University, Lubbock, TX 79409-2051, USA.
Regan SweeneyDepartment of Psychological Services, Texas Tech University, Lubbock, TX 79409-2051, USA.ORCID 0009-0005-4624-9930
Destiny RojasDepartment of Psychological Services, Texas Tech University, Lubbock, TX 79409-2051, USA.ORCID 0009-0004-3396-7186
Sean M MitchellDepartment of Psychological Services, Texas Tech University, Lubbock, TX 79409-2051, USA.ORCID 0000-0002-3729-7368

Funding

American Foundation for Suicide Prevention PRG-1-108-23NIMH NIH HHS L30 MH120575
6 · The paper itself

Abstract

Despite decades of research, suicide risk factors predict outcomes at chance levels, and there is a dearth of protective factor and resilience research, which limits the utility of risk-based approaches. Further, suicide prevention interventions primarily consist of individual psychotherapies and treating individuals after suicide-related outcomes occur. Unfortunately, there is a lack of upstream suicide prevention interventions targeting known suicide risk factors and aiming to increase well-being and resilience in the U.S. Thus, we discuss these problems in the field and the U.S. health care system and provide a possible solution. We propose using low-intensity, universal, and upstream prevention interventions, such as Stress Control. Stress Control is a classroom-style, Cognitive Behavior Therapy-based program shown to reduce "risk," stress, anxiety, and depression and boost well-being and resilience as part of a stepped-care model. Although Stress Control's suicide prevention effectiveness has not yet been directly assessed, we discuss how it could be a promising suicide prevention strategy with additional testing. A proposed mechanism for this reduction is building resilience to common risk factors and suicide ideation via evidence-based coping skills, thereby decreasing future suicide risk. We review current limitations and discuss how upstream, scalable, universal prevention interventions can help improve psychological resilience and reduce suicidal thoughts and behaviors, lowering the U.S. suicide rate. Implications and recommendations are discussed.

Indexed as

prevention interventionstress controlsuicidal behaviorsuicidal thoughtssuicide attemptssuicide ideationsuicide preventionuniversal preventionupstream prevention

Identifiers

PMID41750052
PMCPMC12938543

What OpenQuestion holds

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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.