ReviewFrontiers in behavioral neuroscience2018
Not Just Nonspecific Factors: The Roles of Alliance and Expectancy in Treatment, and Their Neurobiological Underpinnings.
Review in Frontiers in behavioral neuroscience, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 2 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
13 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Assessing group medical visits for the management of chronic pain in older adults: a systematic review and meta-analysis.The Gerontologist · 2026Pooled it
- Risk of bias in randomized clinical trials on psychedelic medicine: A systematic review.Journal of psychopharmacology (Oxford, England) · 2023Pooled it
- Laser acupuncture improves cortical excitability and behavioural performance in healthy individuals: a randomized controlled trial.BMC complementary medicine and therapies · 2026Trial
- A Sequential Multiple Assignment Randomized Trial (SMART) study of medication and CBT sequencing in the treatment of pediatric anxiety disorders.BMC psychiatry · 2021Trial
- Observational
- Recent Advances in Non-Invasive Digital Nursing Technologies for Chronic Pain Assessment and Management: An Integrative Review.Journal of advanced nursing · 2025Review
- Characterizing Treatment Credibility, Treatment Expectancy, and Symptom Expectancy in Patients Before Nonoperative Treatment for Degenerative Meniscal Tears.Orthopaedic journal of sports medicine · 2024Article
- The impact of outcome expectancy on therapy outcome in adolescents with borderline personality disorder.Borderline personality disorder and emotion dysregulation · 2022Article
- Influence of motivational placebo-related factors on the effects of exercise treatment in depressive adolescents.European child & adolescent psychiatry · 2022Article
- Computational Neuroscience Approach to Psychiatry: A Review on Theory-driven Approaches.Clinical psychopharmacology and neuroscience : the official scientific journal of the Korean College of Neuropsychopharmacology · 2022Review
- Infra-Low Frequency Neurofeedback in Tension-Type Headache: A Cross-Over Sham-Controlled Study.Frontiers in human neuroscience · 2022Article
- Measuring Alliance Toward Embodied Virtual Therapists in the Era of Automated Treatments With the Virtual Therapist Alliance Scale (VTAS): Development and Psychometric Evaluation.Journal of medical Internet research · 2020Article
- Significance of Participants' Expectations in Managing the Placebo Effect in Antidepressant Research.Frontiers in psychiatry · 2019Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Therapeutic factors such as alliance and expectancy have been found to greatly affect treatment outcome in both psychotherapy and psychopharmacotherapy. Often, these factors are referred to as nonspecific because of their common roles across treatment modalities. Here we argue that conceptualizing such factors as nonspecific is not accurate at best, misleading at worst and may undermine treatment outcome across various modalities. We argue that alliance and expectancy contain both a trait-like common factor component and a state-like specific effect, and that it is clinically, conceptually and methodologically critical to disentangle the two. In other words, both alliance and expectancy may also function as active ingredients of treatment, leading to better outcome. We review the literature regarding the neurobiological underpinnings of alliance and of the expectancy effect, and suggest how future studies on the neurobiological basis of these effects can shed further light on the potentially distinct mechanisms of the trait-like and state-like components of each therapeutic factor.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.