Evidence map›Paper›PMID 40357710›Full record

ArticleAnnals of work exposures and health2025

What determines childcare workers physical behaviours at work? An investigation of determinants at the institution, team, and worker levels in Danish day nurseries.

Christian Tolstrup Wester, Luiz Augusto Brusaca, Javier Palarea-Albaladejo, Stavros Kyriakidis, Anders Dreyer Frost, Andreas Holtermann, Charlotte Diana Nørregaard Rasmussen

Abstract read
In one paragraph

Article in Annals of work exposures and health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–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

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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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.

Christian Tolstrup WesterErgonomics and Musculoskeletal Health, The National Research Centre for the Working Environment, Lersø Parkallé 105, 2100 Copenhagen, Denmark.ORCID 0009-0002-3820-8280
Luiz Augusto BrusacaErgonomics and Musculoskeletal Health, The National Research Centre for the Working Environment, Lersø Parkallé 105, 2100 Copenhagen, Denmark.ORCID 0000-0001-8201-6433
Javier Palarea-AlbaladejoDepartment of Computer Science, Applied Mathematics & Statistics, University of Girona, C/ Universitat de Girona, 6 17003 - Girona, Spain.ORCID 0000-0003-0162-669X
Stavros KyriakidisErgonomics and Musculoskeletal Health, The National Research Centre for the Working Environment, Lersø Parkallé 105, 2100 Copenhagen, Denmark.ORCID 0000-0002-3181-8871
Anders Dreyer FrostErgonomics and Musculoskeletal Health, The National Research Centre for the Working Environment, Lersø Parkallé 105, 2100 Copenhagen, Denmark.ORCID 0009-0006-1093-4984
Andreas HoltermannErgonomics and Musculoskeletal Health, The National Research Centre for the Working Environment, Lersø Parkallé 105, 2100 Copenhagen, Denmark.ORCID 0000-0003-4825-5697
Charlotte Diana Nørregaard RasmussenErgonomics and Musculoskeletal Health, The National Research Centre for the Working Environment, Lersø Parkallé 105, 2100 Copenhagen, Denmark.ORCID 0000-0002-1769-717X

Funding

Danish Work Environment Research
6 · The paper itself

Abstract

objectivesThe childcare sector faces several challenges such as high rates of sick leave, employee turnover, and pain. We know that the physical behaviours the workers do at work are important for their musculoskeletal health and sick leave. However, we lack knowledge of which workplace factors determine the physical behaviours of workers. Therefore, we aimed to investigate which organisational levels and factors of Danish day nurseries determine the physical behaviours at work of childcare workers.

methodsThis cross-sectional study included 178 childcare workers from 73 teams and 16 day nurseries in Denmark. Workers were, on average, 36.5 years of age, mostly female (84%) and 57% were educated pedagogues. We measured physical behaviours (i.e. sedentary, light physical activity, and moderate-to-vigorous physical activity) during working hours using a thigh-worn accelerometer, and expressed them as isometric log-ratio coordinates for analysis according to compositional data analysis procedures. We examined 15 potential determinants of physical behaviours at work at three organisational levels: institutions (e.g. permanent-to-not-permanent staff ratio), teams (e.g. worker-to-child ratio), and workers (e.g. age, BMI, physical exertion). Variance component analysis identified the percentage contribution to the total variance of physical behaviours of each organisational level. Linear mixed models were used to investigate associations between determinants at each level and the physical behaviours.

resultsThe largest contribution to the total variance in childcare workers' physical behaviours was observed at the worker level (95.5%), while team (2%) and institution (2.5%) levels contributed to only a minor extent. Two individual factors at the worker level-physical exertion (P < 0.01) and pain intensity (P = 0.01)-were significantly, but weakly associated with physical behaviours. Specifically, an increased physical exertion was associated with a 3.7% increase in moderate-to-vigorous physical activity (P = 0.019) and a 6% decrease in sedentary behaviour (P = 0.009), relative to the remaining behaviours. Also, an increased pain intensity was associated with a 3.6% decrease in moderate-to-vigorous physical activity (P = 0.008), relative to the remaining behaviours. No determinants at the institution and team levels were significantly associated with physical behaviours.

conclusionsIn this study, worker level determines nearly all of the variability in physical behaviours while the institution and team levels only explain a little. That only two individual worker-level factors were weakly associated with physical behaviours indicates that other unmeasured worker-level factors are important determinants of the physical behaviours of childcare workers.

Indexed as

Child Day Care CentersExerciseWorkplaceAccelerometryAdultCross-Sectional StudiesDenmarkFemaleHumansMaleMiddle AgedSedentary Behavioraccelerometrychildcarecompositional dataorganisational determinantsphysical behaviours

Identifiers

PMID40357710
PMCPMC12208360

What OpenQuestion 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 OpenQuestion graph.