Evidence map›Paper›PMID 42015076›Full record

Observational studyBMC public health2026

Uncovering the pattern of physical behaviours among Swedish ambulance personnel: is the type of work shift important?

Anna M Johnsen, Nidhi Gupta, Stavros Kyriakidis, Anders Broström, Petra Wagman, Eleonor I Fransson

Abstract readObservational Study
In one paragraph

Observational study in BMC public health, 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
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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.

Anna M JohnsenDepartment of Nursing, School of Health and Welfare, Jönköping University, Jönköping, Sweden. anna.johnsen@ju.se.ORCID 0000-0003-4729-4635
Nidhi GuptaDepartment of Musculoskeletal Disorders and Physical Work Demands, National Research Centre for the Working Environment, Copenhagen, Denmark.ORCID 0000-0002-0035-9342
Stavros KyriakidisDepartment of Musculoskeletal Disorders and Physical Work Demands, National Research Centre for the Working Environment, Copenhagen, Denmark.ORCID 0000-0002-3181-8871
Anders BroströmDepartment of Nursing, School of Health and Welfare, Jönköping University, Jönköping, Sweden.ORCID 0000-0003-1884-5696
Petra WagmanDepartment of Rehabilitation, School of Health and Welfare, Jönköping University, Jönköping, Sweden.ORCID 0000-0002-7964-7143
Eleonor I FranssonSchool of Health and Welfare, Jönköping University, Jönköping, Sweden.ORCID 0000-0001-9042-4832

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPrevious studies indicate that ambulance personnel have an increased risk of ill health. Shift work and time spent on physical behaviours during work and leisure are factors that could be related to health, however the research is limited. Thus, the aim of this study was to describe patterns of physical behaviours during and after work among Swedish ambulance personnel and to analyse the associations between physical behaviours and different work shifts.

methodsIn this observational study, the physical behaviours of 63 ambulance personnel were measured over seven days using two accelerometers. Accelerometer data was processed using the MATLAB program Acti4, to identify physical behaviours i.e. sleep, being sedentary, light physical activity (LPA), and moderate to vigorous physical activity (MVPA), during and after work. To determine the association between shift types (independent) and patterns of physical behaviours (dependent), a Multivariate Analysis of Variance was performed on data processed according to compositional data analysis.

resultsAt work, the highest proportion of both MVPA and being sedentary occurred during day shifts, compared to night and 24-h shifts (MVPA: 7% vs 4% and 5%; sedentary time: 62% vs 44% and 54% respectively). Night and 24-h shifts included 31% and 18% sleep, respectively. During the after-work periods, the highest proportions of MVPA were observed after 24-h shifts (8%). Overall, there was no statistically significant difference in physical behaviours during work and after work for various shift types. However, in a sub-analysis restricted to night and 24-h shifts, a statistically significant association between shift type and composition of physical behaviours during work was observed (ηp2 = 0.42, p < 0.001), with a lower proportion of sleep time relative to awake time during 24-h shifts compared to night shift (ηp2 = 0.34, p < 0.001).

conclusionsIn general, ambulance personnel were physically active both during and after work. At the same time, work hours entailed a substantial amount of sedentary time. Shift type was not associated with the pattern of physical behaviours among ambulance personnel. However, during 24-h shift a lower proportion of the time was spent sleeping compared to during night shift. Studies with larger sample sizes are needed to confirm these results.

Indexed as

AmbulancesExerciseShift Work ScheduleAccelerometryAdultFemaleHumansMaleMiddle AgedParamedicsSedentary BehaviorSleepSwedenAccelerometerAmbulance personnelCompositional data analysisLeisurePhysical behaviourShift workWork environment

Identifiers

PMID42015076
PMCPMC13101331

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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.