Evidence mapPaperPMID 40950488Full record

ArticlemedRxiv : the preprint server for health sciences2025

Social and Societal Factors Interact with Psychological Factors to Shape Pain Outcomes in a Community Sample with Chronic Pain: A Network Study.

Gwen van der Wijk, Lisette de Groot, Joline Bruweleit, Lilla Hévizi, Meredi S Edgarian, Stijn Vermeulen, Lakeya S McGill

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
field-weighted citation impact
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

1 citing paper in PubMed.

  1. Review
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

7 authors.

Gwen van der WijkDepartment of Clinical Psychological Science, University of Maastricht, the Netherlands.ORCID 0000-0002-8861-8432
Lisette de GrootIndependent Researcher & Community Partner.
Joline BruweleitDepartment of Clinical Psychological Science, University of Maastricht, the Netherlands.
Lilla HéviziDepartment of Clinical Psychological Science, University of Maastricht, the Netherlands.
Meredi S EdgarianDepartment of Clinical Psychological Science, University of Maastricht, the Netherlands.
Stijn VermeulenDepartment of Clinical Psychological Science, University of Maastricht, the Netherlands.
Lakeya S McGillDepartment of Medicine, University of Pittsburgh School of Medicine.

Funding

University of Michigan (UM) HEAL Initiative National K12 Clinical Pain Career Development Program (UM-HCPDP)K12NS130673 · UNIVERSITY OF MICHIGAN AT ANN ARBOR · 2025 to 2025
$3.1M
NINDS NIH HHS K12 NS130673
6 · The paper itself

Abstract

Although the biopsychosocial model of chronic pain is widely recognized, few studies include social and societal factors as variables of interest, limiting our understanding of their role and importance in managing chronic pain. In the present study, we examined how social and societal factors interact with psychological factors to shape pain outcomes. We recruited 262 participants with chronic pain from the community (e.g., through the university, online distribution, GP and physiotherapist offices) to collect self-reported data about emotional states (e.g., mood symptoms, positive affect), pain coping strategies (e.g., pain acceptance, pain avoidance), social interactions (e.g., emotional support, pain invalidation), societal stressors (e.g., financial worry, access to health care) and pain outcomes (quality of life, pain disability and pain intensity). In line with previous network studies, our partial correlation network including only psychological factors showed that multiple psychological factors are uniquely associated with pain disability. We then extended the partial correlation network with social and societal factors, and demonstrated that these had strong direct relationships with quality of life, and were indirectly related to pain intensity and pain disability through pain-related worry and pain acceptance. Overall, our results indicate that social and societal factors are important for understanding pain outcomes and should thus be considered in interventions targeting chronic pain, alongside psychological factors. Future work should examine the interactions among social-societal and psychological factors in more depth to inform ways to incorporate this into individual pain management and societal interventions for chronic pain.

Indexed as

chronic painnetwork analysispsychological factorssocial-societal factors

Identifiers

PMID40950488
PMCPMC12424911

What Socratic holds

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LicenceCC BY
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Registered trials

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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.