Coyne, A.E., Constantino, M.J., Gaines, A.N. et al. (14 more authors) (2026) Are some therapists more effective when they deliver one type of therapy versus another? Psychotherapy, 63 (1). pp. 70-78. ISSN: 0033-3204
Abstract
Adding nuance to the between-therapist effect on patient outcomes, research has increasingly demonstrated that a given therapist can differ in their effectiveness depending on who they treat (e.g., patients with different racial/ethnic identities) and/or what they treat (e.g., patients with different presenting problems). This preregistered study examined whether individual therapists are also more or less effective depending on how they treat their patients; that is, delivering one type of therapy versus another. We did so in the context of an individual participant data meta-analysis of clinical trials that compared classes of cognitive-behavioral therapy (CBT) and psychodynamic therapy (PDT) for depression. The meta-analytic sample included 30 therapists who were crossed with treatment condition and 492 patients (M = 25.08 patients per therapist; SD = 15.77). Patients completed measures of depression at baseline and posttreatment. Multilevel structural equation models revealed significant variability in the within-therapist treatment condition–outcome association (p < .001), indicating that some therapists were more effective when delivering one treatment over the other. Descriptively, 53% of therapists had similar outcomes across both groups (ds < .20), whereas 47% had at least a small-sized treatment-type strength (ds .20; range = 0.21–0.65). Results inform the personalization of treatment usage to the individual provider’s effectiveness data.
Metadata
| Item Type: | Article |
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| Authors/Creators: |
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| Copyright, Publisher and Additional Information: | © 2026 The Author(s). Except as otherwise noted, this author-accepted version of a journal article published in Psychotherapy is made available via the University of Sheffield Research Publications and Copyright Policy under the terms of the Creative Commons Attribution 4.0 International License (CC-BY 4.0), which permits unrestricted use, distribution and reproduction in any medium, provided the original work is properly cited. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ |
| Keywords: | within-therapist effectiveness differences; cognitive-behavioral therapy; psychodynamic therapy; depression; individual participant data meta-analysis |
| Dates: |
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| Institution: | The University of Sheffield |
| Academic Units: | The University of Sheffield > Faculty of Science (Sheffield) > Department of Psychology (Sheffield) |
| Date Deposited: | 09 Feb 2026 15:03 |
| Last Modified: | 03 Mar 2026 12:07 |
| Status: | Published |
| Publisher: | American Psychological Association |
| Refereed: | Yes |
| Identification Number: | 10.1037/pst0000614 |
| Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:237676 |
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Filename: Therapist by Tx Effects_Identified_Accepted.pdf
Licence: CC-BY 4.0

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