Evidence map›Paper›PMID 41519910›Full record

ArticleBMC psychology2026

Structural validation of a brief, multidimensional measure of psychological flexibility and inflexibility in adolescence.

Jakob Langenskiöld, Pekka Räsänen, Prince Das Adhikary, Rosa Salmela, Mikko-Jussi Laakso, Katarina Alanko

Abstract readValidation Study
In one paragraph

Article in BMC psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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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

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5 · Who and what money

Authors and funding

6 authors.

Jakob LangenskiöldTurku Research Institute for Learning Analytics, Faculty of Science, University of Turku, Turku, Finland. Jakob.b.langenskiold@utu.fi.ORCID http://orcid.org/0009-0005-6279-420X
Pekka RäsänenTurku Research Institute for Learning Analytics, Faculty of Science, University of Turku, Turku, Finland.
Prince Das AdhikaryTurku Research Institute for Learning Analytics, Faculty of Science, University of Turku, Turku, Finland.
Rosa SalmelaTurku Research Institute for Learning Analytics, Faculty of Science, University of Turku, Turku, Finland.
Mikko-Jussi LaaksoTurku Research Institute for Learning Analytics, Faculty of Science, University of Turku, Turku, Finland.
Katarina AlankoTurku Research Institute for Learning Analytics, Faculty of Science, University of Turku, Turku, Finland.

Funding

Research Council of Finland 358924, 358947
6 · The paper itself

Abstract

backgroundPsychological flexibility and inflexibility (PF/PI) are increasingly targeted in clinical and preventive interventions as processes relevant to both flourishing and distress. However, brief multidimensional measures that assess both constructs and are developmentally appropriate for children and younger adolescents remain scarce. This study investigated the dimensionality of PF/PI in early and mid-adolescence, and conducted a preliminary structural validation of a brief questionnaire for potential use in school settings.

methodsData were drawn from a cross-sectional sample of 1,289 Finnish lower secondary school students in grades six, eight, and nine. Eighteen items adapted from the Children's Psychological Flexibility Questionnaire (CPFQ) were administered before a digital mathematics assessment. Both exploratory (EFA) and confirmatory factor analysis (CFA) with tests of measurement invariance were conducted using a split sample approach. Internal consistency was evaluated using alpha and omega coefficients, and average inter-item correlations.

resultsThe iterative item retention process resulted in a three-factor nine-item solution (CPFQ-9) that met predefined psychometric criteria and was replicated with CFA. The model included two modestly correlated PF factors (1) committed action with awareness, 2) acceptance and defusion) and one largely independent PI factor (3) self-judgment and fusion). Configural, metric and partial scalar invariance were supported across grade and gender. Subscale internal consistency were questionable to borderline acceptable but average inter-item correlations were within recommended ranged for shorter scales.

conclusionsFindings suggest that a brief, multidimensional measure can capture developmentally relevant flexibility- and inflexibility-related processes in early and mid-adolescence. Further work is needed to establish convergent, divergent, and predictive validity, test-retest reliability, and applicability in younger age groups and contexts, before the CPFQ-9 can be considered a robustly validated, developmentally sensitive measure.

Indexed as

AdolescentChildCognitive FlexibilityCross-Sectional StudiesFactor Analysis, StatisticalFemaleFinlandHumansMalePsychometricsReproducibility of ResultsSurveys and QuestionnairesAcceptance and commitment therapyChildren and adolescentsPsychological flexibilityPsychological inflexibility

Identifiers

PMID41519910
PMCPMC12882279

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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.