Related Experiment Video
Updated: May 27, 2026

Functional Near-Infrared Spectroscopy Hyperscanning Study in Psychological Counseling
Published on: January 17, 2025
Shifting perspectives: a confirmatory factor analysis of the working alliance inventory (short form) with high-risk
Elizabeth C Ross1, Devon L L Polaschek, Marc Wilson
1Wellington Psychological Services, Wellington, New Zealand.
Abstract:
The Working Alliance Inventory (WAI) is the most widely used measure of the therapeutic alliance. However, previous studies of the factor structure of the WAI have obtained disparate results. This study examined ratings from three rater perspectives (therapists, clients, and observers) in a rehabilitation program for high-risk violent prisoners with high PCL-psychopathy scores. The authors used confirmatory factor analysis with a short version of the WAI and examined one-, two-, and three-factor models. It was hypothesized that the context and client characteristics could alter the factor structure of the ratings. However, no differences were found in factor structure by perspective; the results from all rater perspectives suggested that a two-factor structure was the best fit for the data. Thus, we concluded that therapists, observers, and prisoners all saw the goals and task aspects of the therapeutic alliance as distinct from the bond component.
Related Concept Videos
Hazan and Shaver's Attachment Styles
Secondary Motives: Affiliation Motivation and Aggression Motivation
Theory of Romantic Attachment in Adulthood
Theory of Attribution II: Kelley's Covariation Theory
Self-Report Tests of Personality
Strategies for Assessing and Addressing Confounding
Confounding can be addressed at both the design phase of a study and through analytical methods after data...
