Coyne, A.E., Constantino, M.J., Gaines, A.N. et al. (14 more authors) (Accepted: 2025) Are some therapists more effective when they deliver one type of therapy versus another? Psychotherapy. ISSN: 0033-3204 (In Press)
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: | © American Psychological Association, 2026. This paper is not the copy of record and may not exactly replicate the authoritative document published in the APA journal. |
| 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: | 09 Feb 2026 15:03 |
| Status: | In Press |
| Publisher: | American Psychological Association |
| Refereed: | Yes |
| Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:237676 |

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