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Scoping review evaluates mental health screening tools across 38 studies worldwide

Scoping review evaluates mental health screening tools across 38 studies worldwide
Photo by micheile henderson / Unsplash
Key Takeaway
No single mental health screening tool is universally superior; effectiveness depends on population and setting.

This scoping review examines the effectiveness of mental health screening tools and early detection programs in individuals struggling with mental health issues. The analysis draws on 38 studies identified from a pool of 2213 potential studies, covering different settings around the world. The scope includes diagnostic performance, sensitivity, specificity, ease of use, additional resource requirements, technological accessibility, and cost-effectiveness.

The review reports specific diagnostic performance metrics for several instruments. The Posttraumatic Symptoms Scale (PTSS-10) demonstrated a diagnostic performance of 98%. The AC-OK tool showed a diagnostic performance of 96%. The Adolescent Psychotic-Like Symptom Screener (APSS) reported a diagnostic performance of 68%. Overall, the general effectiveness of screening tools was described as generally effective.

The authors note several limitations including inconsistencies in design, planning, application, measurement of outcomes, mechanisms used for follow-up, and ethical considerations. Challenges regarding ease of use, additional resource requirements, and technological accessibility were also identified. Only a limited number of studies performed cost-effectiveness analyses. Safety data such as adverse events, serious adverse events, discontinuations, and tolerability were not reported.

The practice relevance emphasizes that no single mental health screening tool is universally superior. Each tool has advantages and limitations. The effectiveness of these tools depends on the population, settings, application, and integration with other care pathways. Clinicians should select tools based on these contextual factors rather than assuming a single best option.

Study Details

Study typeSystematic review
EvidenceLevel 1
PublishedMay 2026
View Original Abstract ↓
IntroductionScreening tools are frequently used to assess symptoms of mental disorders in different settings before they worsen. They may theoretically be used in large-scale programs to support implementation of national action plans and mental health strategies in consideration of broader or more specific lines of action for support of individuals struggling with mental health issues. Although screening tools and programs are generally effective, there are inconsistencies in their design, planning, application, measurement of outcomes, mechanisms used for follow-up, and ethical considerations. These inconsistencies highlight the need for benchmarking efforts to guide the identification, assessment, and development of the most appropriate screening tools and early detection programs.MethodsA scoping review of literature related to mental health screening and early detection program frameworks, standards, protocols, practices, tools, techniques from around the world and evidence of effectiveness.ResultsOf the 2213 potential studies identified, 38 were selected for inclusion. The majority were from the USA (26.3%). Most studies utilized non-randomized study designs, and there was a wide range of settings, sample sizes, life stages, and mental disorders assessed. The most commonly used tools were the Patient Health Questionnaire (PHQ), Kessler Scale, ProfScreen, and Generalized Anxiety Disorder assessment (GAD). Screening tools were found generally effective, but sensitivity and specificity varied. The Posttraumatic Symptoms Scale (PTSS-10), AC-OK, and Adolescent Psychotic-Like Symptom Screener (APSS) showed high diagnostic performance (98%, 96%, and 68%, respectively). Challenges faced included ease of use, additional resource requirements, and technological accessibility. Limited studies performed cost-effectiveness analyses.ConclusionNo single mental health screening tool is universally superior; each tool has advantages and limitations. The effectiveness of these tools depends on the population, settings, application, and integration with other care pathways.RecommendationsFuture studies should include in-depth evaluations of screening tools and cost-effectiveness analyses to facilitate better comparison for diverse populations and settings, as well as the design and development of appropriate tools and programs for screening and early detection.
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