Evidence map›Paper›PMID 42302112›Full record

ArticlePain2026

Cognitive-affective and behavioral pain mechanisms in individuals with chronic low back pain: a network analysis.

Putu Gita Nadinda, Antoinette I M van Laarhoven, Lourens J Waldorp, Johannes W S Vlaeyen, Madelon L Peters, Andrea W M Evers

Abstract read
In one paragraph

Article in Pain, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Putu Gita NadindaHealth, Medical and Neuropsychology Unit, Leiden University, Leiden, the Netherlands.ORCID 0000-0002-9619-1977
Antoinette I M van LaarhovenHealth, Medical and Neuropsychology Unit, Leiden University, Leiden, the Netherlands.ORCID 0000-0001-6932-9283
Lourens J WaldorpDepartment of Psychological Methods, University of Amsterdam, Amsterdam, the Netherlands.ORCID 0000-0002-5941-4625
Johannes W S VlaeyenExperimental Health Psychology, Department of Clinical Psychological Science, Maastricht University, Maastricht, the Netherlands.ORCID 0000-0003-0437-6665
Madelon L PetersExperimental Health Psychology, Department of Clinical Psychological Science, Maastricht University, Maastricht, the Netherlands.ORCID 0000-0003-2969-6286
Andrea W M EversHealth, Medical and Neuropsychology Unit, Leiden University, Leiden, the Netherlands.ORCID 0000-0002-0090-5091

Funding

Nederlandse Organisatie voor Wetenschappelijk Onderzoek 024.004.016
6 · The paper itself

Abstract

abstractVarious cognitive-affective and behavioral factors contribute to the maintenance of low back pain, but these factors are often evaluated in isolation. The network approach provides an avenue to evaluate multiple cognitive-affective and behavioral factors at once and across time. This study explored the relationship between pain, expectancies, avoidance, and related cognitive-affective and behavioral factors using network analysis. A total of 30 individuals with chronic low back pain completed ecological momentary assessments regarding their physical symptoms and related cognitive-affective and behavioral factors 5 times per day for a duration of 2 weeks. Temporal and contemporaneous networks were estimated using vector autoregressive models on a group and individual level. Networks show that the relationship among cognitive-affective and behavioral factors reinforces each other within the same time frame as well as across time. The strongest temporal connections were found between pain and attention, while the strongest contemporaneous connections were found between fear and attention at the group level. On an individual level, different variations of network structures can be found, suggesting that a more individualized approach is needed for better treatment outcomes. Further research is warranted to confirm the causal relations between cognitive-affective and behavioral factors in the maintenance of chronic pain. The network approach may be a useful tool to develop more effective individualized treatment to manage chronic pain.

Indexed as

Chronic PainCognitionLow Back PainAdultFemaleHumansMaleMiddle AgedPain MeasurementAvoidanceChronic painExpectancyNetworks

Identifiers

PMID42302112
PMCPMC13382869

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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 OpenQuestion graph.