Perceived causal networks created using structured interviews: feasibility and reliability

The network approach to psychopathology postulates that it is more helpful to think of psychiatric problems to be caused by each other, rather than by underlying diseases. Personalized networks can be created using questionnaires asking participants about their perceptions of the causal links between symptoms, which is time-efficient but has shown low test-retest reliability. The present study explores whether perceptions of causal links can instead be assessed using interviews. The study investigates the feasibility, acceptability and test-retest reliability of such an interview format. 21 adolescents were interviewed twice within one week. Results showed an average test-retest reliability for node centrality of <i>r</i><sub><i>s</i></sub> = .703 (<i>SD</i> = .148), and for causal links <i>r</i><sub><i>s</i></sub> = .533 (<i>SD</i> = .198). A majority of participating adolescents rated the interview as easy to understand. On a group level, the node both most central and frequent was negative emotions. Future studies should evaluate the clinical utility of networks created in interviews, both in terms of face-validity and to guide clinicians in treatment choices.

Authors

Institutions

Publication Details

Journal
Cognitive Behaviour Therapy
Published
2025-02-18
DOI
https://doi.org/10.1080/16506073.2025.2464637
Citations
4
Primary Topic
Mental Health Research Topics
Type
article
Field-Weighted Citation Impact
8.47
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Perceived causal networks created using structured interviews: feasibility and reliability

Jürgen Reichert, Lars Klintwall, Johan Bjureberg, E. Kaariniemi et al.
4 citations
Cognitive Behaviour Therapy
Mental Health Research Topics
8.47
article

Perceived causal networks created using structured interviews: feasibility and reliability

Jürgen Reichert, Lars Klintwall, Johan Bjureberg, E. Kaariniemi, V. Bosund
article en
4 citations

Abstract

The network approach to psychopathology postulates that it is more helpful to think of psychiatric problems to be caused by each other, rather than by underlying diseases. Personalized networks can be created using questionnaires asking participants about their perceptions of the causal links between symptoms, which is time-efficient but has shown low test-retest reliability. The present study explores whether perceptions of causal links can instead be assessed using interviews. The study investigates the feasibility, acceptability and test-retest reliability of such an interview format. 21 adolescents were interviewed twice within one week. Results showed an average test-retest reliability for node centrality of <i>r</i><sub><i>s</i></sub> = .703 (<i>SD</i> = .148), and for causal links <i>r</i><sub><i>s</i></sub> = .533 (<i>SD</i> = .198). A majority of participating adolescents rated the interview as easy to understand. On a group level, the node both most central and frequent was negative emotions. Future studies should evaluate the clinical utility of networks created in interviews, both in terms of face-validity and to guide clinicians in treatment choices.

Cognitive Behaviour TherapyVol. 54(5)
Heidelberg University (DE), University Hospital Heidelberg (DE), Karolinska Institutet (SE), Stockholm Health Care Services (SE)
Openalex Percentile: Top 3%
Mental Health Research Topics
8.47
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.