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Paper

The alliance in adult psychotherapy: A meta-analytic synthesis

Also known as The alliance in adult psychotherapy, Flückiger et al. 2018

2018 meta-analysis of 295 studies: a stronger alliance goes with better therapy outcomes

At a glance

Also on this page: Key facts · Links · Sources · Related pages

Why it matters

Key facts

Authors
Christoph Flückiger, A. C. Del Re, Bruce E. Wampold, Adam O. Horvath1
Published
May 20181
Journal
Psychotherapy, vol. 55, issue 4, pp. 316–3401
DOI
10.1037/pst00001721
Design
Three-level random-effects meta-analysis, face-to-face and internet-based psychotherapy1
Sample
295 independent studies, more than 30,000 patients, published 1978–20171
Main result
Face-to-face alliance-outcome correlation r = .278 (95% CI .256 to .299), equivalent to d = .5791
Internet-based therapy
r = .275 across 23 studies1
Cited by
859 (Europe PMC count, October 2026)1

What it found

  1. A robust link1

    The positive relation between alliance and outcome is robust: only 2% of the 295 effect sizes were negative.

  2. Same for every approach1

    The link was consistent across rater perspectives, alliance and outcome measures, treatment approaches, patient types and countries.

  3. Online too1

    Internet-based therapy showed about the same link (r = .275).

Key ideas

  1. What the alliance is1

    Also called the therapeutic, helping or working alliance: the collaborative relationship between client and therapist.

  2. Pan-theoretical1

    One of the most studied variables in therapy research, regardless of the therapist's orientation.

Criticism and limits

  1. Effects vary1

    There was heterogeneity among the effect sizes.

  2. Causality and limits1

    The article closes by discussing causality considerations and research limitations of the alliance-outcome findings.

Connections

Sources

  1. Flückiger C, Del Re AC, Wampold BE, Horvath AO. The alliance in adult psychotherapy: A meta-analytic synthesis. Psychotherapy 2018;55(4):316-340 (Europe PMC) (opens europepmc.org)

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