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Ceiling effects are prevalent in client-reported working alliance measures, suggesting therapy may reach an established threshold rather than being continuously variable. This impacts how we understand therapeutic relationships.

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Area of Science:

  • Psychology
  • Clinical Psychology
  • Psychotherapy Research

Background:

  • Client-reported working alliance measures are crucial in psychotherapy research.
  • Ceiling effects, where scores cluster at the maximum, are frequently observed in these measures.
  • The nature of these ceiling effects (artifact vs. valid information) remains debated.

Purpose of the Study:

  • To investigate whether ceiling effects in client-reported working alliance measures are measurement artifacts or reflect a genuine aspect of alliance formation.
  • To analyze the prevalence, characteristics, and stability of ceiling effects across different measures and contexts.

Main Methods:

  • Meta-analysis of data from 37 studies (6,439 participants) using previously published meta-analyses.
  • Calculation of 92 estimates of ceiling effects.
  • Examination of ceiling effect size, relation to demographic variables, measure type, and stability across sessions.

Main Results:

  • Moderate to large ceiling effects were found across various client-rated alliance measures, time points, and demographic groups (gender, age, ethnicity).
  • Ceiling effects showed a moderate correlation with session number and tended to increase slightly across sessions.
  • Higher ceiling effects were observed with the Working Alliance Inventory compared to other measures.

Conclusions:

  • Prevalent and stable ceiling effects suggest working alliance scores may not be normally distributed continuous variables.
  • Findings indicate a potential threshold structure in the therapeutic relationship, where clients perceive it as 'established'.
  • This challenges traditional views of the working alliance and suggests new directions for research and clinical practice.