Predictive socio-cultural factors of pain intensity, disability, and quality of life in patients with nonspecific musculoskeletal pain: a prospective cohort study

ABSTRACT: Nonspecific musculoskeletal pain (NSMSP) presents a complex challenge in primary care due to its unequal distribution, multidimensional nature, and increasing prevalence. Understanding socio-cultural factors associated with or predicting the course of NSMSP is essential. This study, performed in people with NSMSP visiting Dutch primary care physiotherapy, aimed to (1) determine which socio-cultural factors are predictors on short- and long-term NSMSP outcomes, and (2) determine the associations between socio-cultural factors and pain intensity, disability, and health-related quality of life (HRQoL) at baseline, and 3, 6, and 12 months follow-up. This prospective cohort study included 1350 NSMSP patients who completed questionnaires on socio-cultural (eg, education level, migration background), demographic (eg, sex, age), pain-related (eg, analgesics), and health-related factors (eg, smoking), alongside standardized measures for outcomes pain intensity, disability, and HRQoL at baseline and follow-up. Linear mixed models were constructed to examine the predictions and associations of the socio-cultural factors on each outcome variable. Results showed that unemployment, retirement, migration background, and non-native Dutch language proficiency were associated with poorer pain intensity, disability, and HRQoL over 12 months in primary care NSMSP patients. Living together was associated with higher pain-related disability, while overall higher education levels were associated with lower pain intensity and disability over time. Cross-validation revealed large unexplained variability in all prediction models, indicating that within this highly diverse primary care sample, individual NSMSP outcomes cannot be predicted based on specific socio-cultural factors. Nevertheless, longitudinal associations indicate that NSMSP is unequally distributed, potentially leading to poorer outcomes for some NSMSP patients.

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Publication Details

Journal
Pain
Published
2026-06-29
DOI
https://doi.org/10.1097/j.pain.0000000000004047
Primary Topic
Musculoskeletal pain and rehabilitation
Type
article
Field-Weighted Citation Impact
0.00

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article

Predictive socio-cultural factors of pain intensity, disability, and quality of life in patients with nonspecific musculoskeletal pain: a prospective cohort study

Renske Annevelink, Wilfried Cools, Sanneke Don, Kelly Ickmans et al.
Pain
Musculoskeletal pain and rehabilitation
article

Predictive socio-cultural factors of pain intensity, disability, and quality of life in patients with nonspecific musculoskeletal pain: a prospective cohort study

Renske Annevelink, Wilfried Cools, Sanneke Don, Kelly Ickmans, Jo Nijs, Lennard Voogt, David Beckwée
article en

Abstract

ABSTRACT: Nonspecific musculoskeletal pain (NSMSP) presents a complex challenge in primary care due to its unequal distribution, multidimensional nature, and increasing prevalence. Understanding socio-cultural factors associated with or predicting the course of NSMSP is essential. This study, performed in people with NSMSP visiting Dutch primary care physiotherapy, aimed to (1) determine which socio-cultural factors are predictors on short- and long-term NSMSP outcomes, and (2) determine the associations between socio-cultural factors and pain intensity, disability, and health-related quality of life (HRQoL) at baseline, and 3, 6, and 12 months follow-up. This prospective cohort study included 1350 NSMSP patients who completed questionnaires on socio-cultural (eg, education level, migration background), demographic (eg, sex, age), pain-related (eg, analgesics), and health-related factors (eg, smoking), alongside standardized measures for outcomes pain intensity, disability, and HRQoL at baseline and follow-up. Linear mixed models were constructed to examine the predictions and associations of the socio-cultural factors on each outcome variable. Results showed that unemployment, retirement, migration background, and non-native Dutch language proficiency were associated with poorer pain intensity, disability, and HRQoL over 12 months in primary care NSMSP patients. Living together was associated with higher pain-related disability, while overall higher education levels were associated with lower pain intensity and disability over time. Cross-validation revealed large unexplained variability in all prediction models, indicating that within this highly diverse primary care sample, individual NSMSP outcomes cannot be predicted based on specific socio-cultural factors. Nevertheless, longitudinal associations indicate that NSMSP is unequally distributed, potentially leading to poorer outcomes for some NSMSP patients.

Pain
Vrije Universiteit Brussel (BE), University of Antwerp (BE), Pain in Motion (BE), Universitair Ziekenhuis Brussel (BE), Rotterdam University of Applied Sciences (NL)
Rotterdam University of Applied Sciences
Openalex Percentile: Top 9%
Musculoskeletal pain and rehabilitation
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