Evidence map›Paper›PMID 41820940›Full record

ArticleBMC musculoskeletal disorders2026

Occupational and non-occupational device-measured movement behaviours and low back pain: a compositional isotemporal substitution analysis.

Kaja Kastelic, Nejc Šarabon, Michael D Burnard, Željko Pedišić

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

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1 · What the graph read from it

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Kaja KastelicInnoRenew CoE, Andrej Marušič Institute, University of Primorska, Muzejski trg 2, Koper, 6000, Slovenia.
Nejc ŠarabonDepartment of Health Studies, Andrej Marušič Institute, University of Primorska, Muzejski trg 2, Koper, 6000, Slovenia.
Michael D BurnardInnoRenew CoE, Andrej Marušič Institute, University of Primorska, Muzejski trg 2, Koper, 6000, Slovenia.
Željko PedišićSchool of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, 7 Sassoon Road, Pokfulam, Hong Kong. pedisic@hku.hk.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPhysical activity, sedentary behaviour, and sleep were shown to be independently associated with low back pain (LBP). The aim of this cross-sectional study was to explore the associations between 24-hour movement behaviour compositions and the occurrence, severity, and estimated level of LBP impact on an individual’s life.

methodsA convenience sample of 197 adults (40% females, 37 ± 11 years of age) were asked to wear an activPAL accelerometer for at least 7 consecutive days to assess their time-use composition consisting of moderate- to vigorous-intensity physical activity (MVPA), light-intensity physical activity (LPA), sedentary behaviour (SB), and sleep and to complete a questionnaire on LBP and sociodemographic characteristics. Compositional isotemporal substitution analyses were conducted separately for the non-domain-specific and domain-specific (including occupational and non-occupational domains) movement behaviour compositions.

resultsReallocating time from MVPA to any other movement behaviour or from sleep to LPA was associated with a higher LBP impact score. For example, reallocating 60 min/day from MVPA to LPA was associated with on average 17 points (95% CI: 6 to 28) higher LBP impact score (on a 0–70 scale). We did not find significant associations between the domain-specific time-use composition and LBP impact score (p = 0.060). We also did not find significant associations of the time-use compositions with occurrence and severity of LBP (p-value range: 0.067 to 0.649).

conclusionOur study suggests that LBP sufferers with higher MVPA and sleep better cope with LBP. The differences in the LBP impact scores associated with theoretical reallocations between movement behaviours may be deemed clinically important. Future longitudinal and experimental studies in population-representative samples are needed to confirm our findings.

Indexed as

AccelerometryExerciseLow Back PainSedentary BehaviorAdultCross-Sectional StudiesFemaleHumansMaleMiddle AgedSleepSleep DurationSurveys and QuestionnairesTime FactorsMusculoskeletal healthPhysical behavioursTime-use epidemiology

Identifiers

PMID41820940
PMCPMC13097723

What Socratic holds

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LicenceCC BY-NC-ND
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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.