Evidence map›Paper›PMID 36869259›Full record

ArticleCognitive, affective & behavioral neuroscience2023

Anxiety as a disorder of uncertainty: implications for understanding maladaptive anxiety, anxious avoidance, and exposure therapy.

Vanessa M Brown, Rebecca Price, Alexandre Y Dombrovski

Open access · bronzeAbstract read
In one paragraph

Article in Cognitive, affective & behavioral neuroscience, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
5.5field-weighted citation impact, top 3% of its field
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

13 citing papers in PubMed, 31 citations in OpenAlex.

  1. Review
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  6. From symptom-based heterogeneity to mechanism-based profiling in youth ADHD: the promise of computational psychiatry.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2026
    Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors at 1 institution in 1 country.

Vanessa M BrownDepartment of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA. brownvm2@upmc.edu.ORCID 0000-0003-0968-1095
Rebecca PriceDepartment of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA.
Alexandre Y DombrovskiDepartment of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA.
University of Pittsburgh · US

Funding

PSYCHOBIOLOGY OF SUICIDAL BEHAVIOR IN BPDR01MH048463 · NIMH · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Alexandre Y. Dombrovski · 1992 to 2026
$13.9M
Reward Learning in Late-Life Suicidal BehaviorR01MH100095 · NIMH · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Alexandre Y. Dombrovski · 2014 to 2026
$6.8M
Neurocomputational substrates of maladaptive uncertainty learning and avoidance in anxietyK23MH122626 · NIMH · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI BROWN, VANESSA · 2021 to 2025
$854k
NIMH NIH HHS K23 MH122626NIMH NIH HHS R01 MH048463NIMH NIH HHS R01 MH100095
6 · The paper itself

Abstract

In cognitive-behavioral conceptualizations of anxiety, exaggerated threat expectancies underlie maladaptive anxiety. This view has led to successful treatments, notably exposure therapy, but is not consistent with the empirical literature on learning and choice alterations in anxiety. Empirically, anxiety is better described as a disorder of uncertainty learning. How disruptions in uncertainty lead to impairing avoidance and are treated with exposure-based methods, however, is unclear. Here, we integrate concepts from neurocomputational learning models with clinical literature on exposure therapy to propose a new framework for understanding maladaptive uncertainty functioning in anxiety. Specifically, we propose that anxiety disorders are fundamentally disorders of uncertainty learning and that successful treatments, particularly exposure therapy, work by remediating maladaptive avoidance from dysfunctional explore/exploit decisions in uncertain, potentially aversive situations. This framework reconciles several inconsistencies in the literature and provides a path forward to better understand and treat anxiety.

Indexed as

Implosive TherapyAnxietyAnxiety DisordersAvoidance LearningHumansUncertaintyanxietyavoidancecomputational modelingreinforcement learninguncertainty

Identifiers

PMID36869259
PMCPMC10475148
OpenAlexW4323037842

What Socratic holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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 Socratic graph.