ArticlePsychotherapy and psychosomatics2026
From Expectation to Learning: A Mediational Model of Exposure Therapy Outcome in Anxiety Disorders.
Article in Psychotherapy and psychosomatics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
The trial behind it
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
24 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionNegative expectations about treatment outcomes are associated with poorer recovery in anxiety disorders. However, it remains unclear whether patients' expectations about how effective the treatment will be (treatment-specific expectations) mediate the link between generalized negative expectations (i.e., unspecific pessimistic beliefs) and treatment outcomes, and whether these expectations affect outcomes via the learning rate during exposure therapy that is, the extent to which patients update their fear-related beliefs based on corrective experiences. Since treatment-specific expectations may be more modifiable, clarifying these mechanisms could improve interventions. This study therefore investigated whether treatment-specific expectations and learning rate mediate the effect of generalized negative expectations on treatment outcomes.
methodsData from 605 patients with various anxiety disorders undergoing 12 sessions of manualized exposure therapy were analyzed. Generalized negative expectations at baseline (session 0) were hypothesized to predict treatment outcomes (i.e., symptom severity at posttreatment) via expectations about treatment success measured at session 4 and learning rate during exposure. Depression and anxiety at baseline were covariates. Mediation analyses were conducted using the PROCESS macro with bootstrap confidence intervals.
resultsGeneralized negative expectations predicted poorer treatment outcomes (higher symptom severity), mediated by lower expectations about treatment success (β = 0.0375; 95% CI: 0.0088-0.0730). A sequential mediation via these treatment-specific expectations and learning rate was also significant (β = 0.0059; 95% CI: 0.0008-0.0134), even after accounting for baseline symptom levels (R2 = 0.3375).
conclusionTargeting both generalized and treatment-specific expectations early in treatment may enhance exposure-based learning and improve clinical outcomes in anxiety disorders.
Indexed as
Identifiers
What OpenQuestion holds
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.