Evidence map›Paper›PMID 40113659›Full record

ArticleJournal of prevention (2022)2025

A Scoping Review of Prevention Classification in Mental Health: Examining the Application of Caplan's and Gordon's Prevention Frameworks (2018-2024).

Johannes Stephan, Jan Gehrmann, Monika Sinha, Ananda Stullich, Frank Gabel, Matthias Richter

Abstract readScoping Review
In one paragraph

Article in Journal of prevention (2022), 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. Transdiagnostic prevention in youth mental health, Part I: rationale, shared risk factors.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2026
    Review
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

6 authors.

Johannes StephanDepartment Health and Sport Sciences, Chair of Social Determinants of Health, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany. johannes.stephan2@tum.de.ORCID http://orcid.org/0009-0004-6386-1454
Jan GehrmannDepartment Health and Sport Sciences, Chair of Social Determinants of Health, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany.ORCID http://orcid.org/0000-0002-5203-016X
Monika SinhaDepartment Prevention and Rehabilitation, RehaPro Implementation Consultant for Cooperation and Joint Projects, German Pension Insurance (Bund), Berlin, Germany.
Ananda StullichDepartment Health and Sport Sciences, Chair of Social Determinants of Health, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany.ORCID http://orcid.org/0000-0003-2624-8517
Frank GabelUnit Rehabilitation Strategy and Social Medical Service, Department Rehabilitation Strategy and Medical Rehabilitation Facilities, German Pension Insurance Central Germany, Halle, Germany.
Matthias RichterDepartment Health and Sport Sciences, Chair of Social Determinants of Health, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany.ORCID http://orcid.org/0000-0003-3898-3332

Funding

Bundesministerium für Arbeit und Soziales 662S0033X1
6 · The paper itself

Abstract

Mental health prevention is a global priority owing to the increasing burden of mental disorders exacerbated by global crises such as the COVID-19 pandemic, climate change, economic instability, and armed conflicts. These crises have heightened the need for effective preventive strategies addressing mental health across different life stages and populations. To structure and classify such strategies, Caplan's and Gordon's frameworks have been widely used, with one focusing on disease progression and the other on population risk. Although both frameworks are frequently used in mental health prevention, their application in clinical trials remains unexplored. This review addresses this gap by examining how Caplan's and Gordon's frameworks have been applied in mental health prevention, identifying research gaps, and exploring their potential for their combined application to enhance prevention strategies. A scoping review was conducted following PRISMA-ScR guidelines. Studies were selected based on predefined criteria and the data were synthesized. The search spanned PubMed, Scopus, APA PsycArticles, and PubPsych, covering peer-reviewed clinical trials, including randomized controlled trials, published between 2018 and 2024 in English or German. Eligible studies classified interventions based on Caplan's framework, which focuses on disease stage (primary, secondary, tertiary), or Gordon's framework, which categorizes prevention by population risk (universal, selective, indicated). Studies had to focus on mental health prevention, include populations relevant to mental health and well-being, and report mental health or well-being outcomes. Of the 40 included studies, six applied Caplan's framework, 30 applied Gordon's framework and three used a modified classification based on Gordon's approach. One study applied both frameworks, highlighting that their complementary use is rare. Studies were conducted in 19 countries, with the highest number from Germany (n = 8), the USA (n = 8), and the Netherlands (n = 6), across four continents (Asia, n = 5; Australia, n = 5; Europe, n = 22; North America, n = 8). Gordon's framework was applied more frequently, particularly in universal (n = 15) and indicated prevention (n = 12), while Caplan's framework was used mainly in primary prevention (n = 4). Depression (n = 25), anxiety (n = 21), stress (n = 8), and general mental health (n = 8) were the most frequently assessed outcomes. The studies targeted diverse populations, including children (n = 7), adolescents (n = 8), children and adolescents (n = 1) parents and their children or adolescents (n = 2), university students (n = 6), working adults (n = 7), older adults (n = 1), and adults without specifying (n = 8). This review highlights the underutilized potential of integrating Caplan's and Gordon's frameworks in mental health interventions. Two application examples illustrate how these frameworks can be combined to structure prevention strategies more effectively. Future research should explore combining these frameworks to enhance prevention strategies and address the emerging global health challenges.

Indexed as

Mental DisordersMental HealthHumansCaplanDisease-stage-based preventionGordonIndicated preventionMental healthPrevention frameworkPrimary preventionRisk-based preventionSecondary preventionSelective preventionTargeted preventionTertiary preventionUniversal prevention

Identifiers

PMID40113659
PMCPMC12206183

What Socratic 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 Socratic graph.