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Optimizing Process-Based Therapy: A Boruta-Driven Approach to Identifying Key Clinical Outcomes in a Swedish validation of the Process-Based Assessment Tool (PBAT)
Mid Sweden University, Faculty of Human Sciences, Department of Psychology and Social Work.ORCID iD: 0000-0002-1591-7538
2024 (English)In: Journal of Contextual Behavioral Science, ISSN 2212-1447, Vol. 33, article id 100794Article in journal (Refereed) Published
Abstract [en]

BackgroundThe Process-Based Assessment Tool (PBAT), is an item pool showing promising results in assessing psychological processes of change relevant for both psychotherapy and research in its original English version. However, further research focusing on translation and validation in other languages is needed for broader applicability. This study aims to translate and validate the PBAT in Swedish, and to examine the relationship with common clinical outcome variables.MethodsThe PBAT and STOP-D were translated and culturally adapted to Swedish. The study included 427 Swedish-speaking participants recruited online, with a mean age of 48. The PHQ-4 and Single Item Stress Scale were used as criterion variables. Correlational analyses and the Boruta feature selection algorithm were employed for data analysis.ResultsThe translated PBAT demonstrated significant correlations with clinical outcomes, indicating its effectiveness in a Swedish context. Positive PBAT items correlated with higher vitality and health, while negative items were predictive of sadness, anxiety, and stress. The Boruta analysis highlighted the importance of specific PBAT items to different clinical outcomes, underscoring the tool's validity.ConclusionThe Swedish version of the PBAT shows strong validity and reliability in assessing psychological health. This study contributes to the cross-cultural applicability of the PBAT, offering a valuable tool for psychological assessment in the Swedish context.

Place, publisher, year, edition, pages
Elsevier, 2024. Vol. 33, article id 100794
Keywords [en]
Process-Based Assessment Tool, PBAT, Contextual Behavior Science, Boruta Analysis
National Category
Applied Psychology Psychiatry
Identifiers
URN: urn:nbn:se:miun:diva-51511DOI: 10.1016/j.jcbs.2024.100794ISI: 001292461300001Scopus ID: 2-s2.0-85196288749OAI: oai:DiVA.org:miun-51511DiVA, id: diva2:1870449
Available from: 2024-06-14 Created: 2024-06-14 Last updated: 2024-08-30Bibliographically approved

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Larsson, Andreas B.

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CiteExportLink to record
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Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf