Evidence map›Paper›PMID 41084666›Full record

ReviewCureus2025

Methods and Assessment Tools for Therapeutic Assignment in Psychotherapy: A Systematic Review.

Maria Laura Mele, Roberta Meloni, Stefano Federici

Abstract readReview
In one paragraph

Review in Cureus, 2025. 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

3 authors.

Maria Laura MeleCenter for Research and Psychotherapy, Myèsis Insight Center, Rome, ITA.
Roberta MeloniCenter for Research and Psychotherapy, Myèsis Insight Center, Rome, ITA.
Stefano FedericiDepartment of Philosophy, Social and Human Sciences and Education, University of Perugia, Perugia, ITA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Psychotherapy has evolved from rigid frameworks to personalized approaches, recognizing that no single method works for all. This has increased focus on "therapeutic assignment," which matches clients to specific therapies based on individual traits rather than diagnoses. Traditional selections often depend on therapist preference, while diagnoses alone poorly predict treatment response. This highlights the need for research-driven matching based on psychological, situational, cultural, and personal factors. In this systematic review, we analyzed existing methods, models, and assessment tools used to align clients with psychotherapeutic approaches, emphasizing the identification of evidence-based strategies for personalized therapeutic assignment. Empirical evidence increasingly supports the necessity of tailored treatment planning grounded in multidimensional client profiling, rather than relying on traditional models that depend on theoretical orientation or therapist selection. This systematic review aimed to consolidate the current state of knowledge regarding therapeutic assignment in psychotherapy by examining three primary research questions: (i) What methods and assessment tools are utilized to align clients with psychotherapy? (ii) How are client profiles integrated into decision-making models for selecting appropriate treatment options? (iii) What client variables are considered in psychotherapy assignments? In February 2025, a thorough search of the literature was done across several databases, with Scopus being the main one. PsycINFO, PubMed, and Google Scholar were also searched. The search strategy used was systematic and combined terms related to personalized psychotherapy, therapy matching, systematic treatment selection, client characteristics, and treatment decision-making. The search included publications from January 2010 to June 2025, including foundational theoretical works. After reviewing 493 initially identified articles and applying rigorous inclusion and exclusion criteria, 47 eligible studies were included in the qualitative synthesis. The findings highlight essential variables for therapeutic matching, including coping style, motivation, attachment style, and cultural background, while identifying key assessment tools such as the Minnesota Multiphasic Personality Inventory (MMPI), Systematic Treatment Selection Clinician Rating Form (STS-CRF), and different personality and symptom measures. Decision-making models like systematic treatment selection, prescriptive psychotherapy, and feedback-informed approaches provide structured frameworks for therapeutic assignment, with Integrative and modular approaches demonstrating improved adaptability to individualized treatment needs. However, most models stem from Western-centric clinical research, potentially restricting their applicability in culturally and systemically diverse contexts, and the reviewed studies demonstrate limitations in generalizability, as most findings stemmed from disorder-specific applications and empirically validated treatments. The identified limitations highlight the need for an increased emphasis on sociocultural and contextual factors in therapeutic matching research and broader transdiagnostic personalization frameworks that focus on common psychological processes and mechanisms across different diagnostic categories rather than disorder-specific interventions.

Indexed as

personalized psychotherapysystematic reviewtherapeutic assignmenttherapy matchingtreatment decision-making in psychotherapy

Identifiers

PMID41084666
PMCPMC12515357

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.