Illness and treatment beliefs and health outcomes in chronic pain: a meta-analysis

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Hagger, Martin S
McKinley-Rodriguez, Lauren E
Hamilton, Kyra
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2025
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Abstract

Objective Guided by the common-sense model of illness self-regulation, we examined zero-order and unique associations between illness and treatment beliefs and functioning and illness outcomes in a synthesis of research on chronic pain patients, and tested moderator and covariate effects on these associations.

Methods and Measures Studies reporting associations between illness and treatment beliefs and outcomes in chronic pain patients (k = 93, N = 18,262) were identified in a systematic database search. Data were analyzed using multi-level meta-analysis and meta-analytic structural equation modeling (MASEM).

Results We found averaged zero-order intercorrelations among the illness and treatment beliefs and chronic pain outcomes (physical and psychological impairment, disease status, social/role functioning). Moderator analyses indicated that relations between perceived consequences and social/role functioning were larger, and between emotional representations and illness status smaller, in patients diagnosed with a pain condition relative to those without a diagnosis. MASEM indicated unique effects of perceived control and consequences beliefs on physical impairment, causal beliefs on psychological impairment, identity beliefs on disease status, and treatment beliefs on social/role functioning.

Conclusions Findings identify belief-based correlates of pain-related outcomes and provide formative evidence to guide pain management intervention strategies. Future longitudinal and experimental studies should permit causal inferences in model effects and test coping strategies as a candidate mechanism.

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Psychology & Health

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© 2025 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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This publication has been entered in Griffith Research Online as an advance online version.

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Public health

Clinical and health psychology

Social and personality psychology

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Hagger, MS; McKinley-Rodriguez, LE; Hamilton, K, Illness and treatment beliefs and health outcomes in chronic pain: a meta-analysis, Psychology & Health, 2025

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