
Xiaoyi ZHOU, Huimin HUANG, Ruoxu BI, Lena VERDELI, Hailong LYU. Therapeutic alliance across delivery modalities: a systematic narrative review of alliance strength and outcome prediction in face-to-face, online, and blended psychotherapy[J]. Journal of Zhejiang University Science B, 2026, 27(9): 932-945.
@article{title="Therapeutic alliance across delivery modalities: a systematic narrative review of alliance strength and outcome prediction in face-to-face, online, and blended psychotherapy",
author="Xiaoyi ZHOU, Huimin HUANG, Ruoxu BI, Lena VERDELI, Hailong LYU",
journal="Journal of Zhejiang University Science B",
volume="27",
number="9",
pages="932-945",
year="2026",
publisher="Zhejiang University Press & Springer",
doi="10.1631/jzus.B2500701"
}
%0 Journal Article
%T Therapeutic alliance across delivery modalities: a systematic narrative review of alliance strength and outcome prediction in face-to-face, online, and blended psychotherapy
%A Xiaoyi ZHOU
%A Huimin HUANG
%A Ruoxu BI
%A Lena VERDELI
%A Hailong LYU
%J Journal of Zhejiang University SCIENCE B
%V 27
%N 9
%P 932-945
%@ 1673-1581
%D 2026
%I Zhejiang University Press & Springer
%DOI 10.1631/jzus.B2500701
TY - JOUR
T1 - Therapeutic alliance across delivery modalities: a systematic narrative review of alliance strength and outcome prediction in face-to-face, online, and blended psychotherapy
A1 - Xiaoyi ZHOU
A1 - Huimin HUANG
A1 - Ruoxu BI
A1 - Lena VERDELI
A1 - Hailong LYU
J0 - Journal of Zhejiang University Science B
VL - 27
IS - 9
SP - 932
EP - 945
%@ 1673-1581
Y1 - 2026
PB - Zhejiang University Press & Springer
ER -
DOI - 10.1631/jzus.B2500701
Abstract: The frequency of online psychotherapy, including pure online (PO: videoconference [PO-VC], telephone [PO-TEL], asynchronous therapist-guided [PO-Async]), or blended (BLD) modalities, has grown exponentially, yet how the therapeutic alliance (TA), a key outcome predictor, compares across these formats and face-to-face (FTF) treatment remains unclear. To compare the TA strength and the TA‒outcome association across FTF, PO, and BLD modalities, a systematic narrative review (Preferred Reporting Items for Systematic Reviews and Meta-Analyses/Synthesis Without Meta-analysis [PRISMA/SWiM]) was performed by searching PubMed, PsycARTICLES, and Web of Science. Studies were deemed eligible if they quantitatively compared TA across at least two modalities in adults with depressive or anxiety disorders. PO arms were classified as telepsychotherapy (PO-VC/TEL) or therapist-guided digital interventions (PO-Async). The findings were synthesized by direction and consistency. Nine studies, including three primary randomized controlled trials (RCTs) and six secondary analyses, were finally included in this study. TA strength was broadly comparable across all three modalities. One study found significantly lower patient-rated working alliance inventory (WAI) scores at Week 2 in PO-Async versus FTF, resolving by Week 8. The TA‒outcome association was mixed, varying by modality, rater perspective, and timepoint. The results showed that TA was broadly equivalent across FTF, PO, and BLD formats, although asynchronous PO might show a transient week-2 lag. The TA‒outcome association was less consistent in PO/BLD than in FTF. As a preliminary hypothesis, digital delivery may shift the functional emphasis of the alliance from affective bonding toward task/goal engagement.
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CLC number:
On-line Access: 2026-09-24
Received: 2025-11-02
Revision Accepted: 2026-03-15
Crosschecked: 0000-00-00
Cited:
Clicked: 14
Citations: Bibtex RefMan EndNote GB/T7714
Open peer comments: Debate/Discuss/Question/Opinion
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