Evidence map›Paper›PMID 38713282›Full record

ArticleInternational archives of occupational and environmental health2024

Association between work-related factors and health behaviour clusters among Finnish private-sector service workers.

Elviira Lehto, Liisa Uusitalo, Tiina Saari, Ossi Rahkonen, Maijaliisa Erkkola, Jaakko Nevalainen

Abstract read
In one paragraph

Article in International archives of occupational and environmental health, 2024. 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.

Elviira LehtoDepartment of Food and Nutrition, University of Helsinki, Helsinki, Finland. elviira.lehto@helsinki.fi.ORCID 0000-0002-1577-6683
Liisa UusitaloDepartment of Food and Nutrition, University of Helsinki, Helsinki, Finland.ORCID 0000-0003-2616-5260
Tiina SaariFaculty of Social Sciences, Work Research Centre, Tampere University, Tampere, Finland.ORCID 0000-0002-2716-3630
Ossi RahkonenDepartment of Public Health, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-7202-3274
Maijaliisa ErkkolaDepartment of Food and Nutrition, University of Helsinki, Helsinki, Finland.ORCID 0000-0002-6966-1523
Jaakko NevalainenFaculty of Social Sciences, Health Sciences, Tampere University, Tampere, Finland.ORCID 0000-0001-6295-0245

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeWe examined how work-related factors associate with several health behaviours that appear together among the large, but less-studied, blue- and pink-collar worker group, which is characterized by low education and income levels.

methodsIn 2019, we conducted a cross-sectional survey among private sector service workers (n = 5256) in Finland. We applied two-step cluster analysis to identify groups on the basis of leisure-time physical activity, sleep adequacy, frequency of heavy drinking, smoking status, and frequency of fruit, vegetable and berry consumption. We examined the associations with work-related factors, using multinomial regression analyses and adjusting for confounding factors.

resultsWe identified six clusters labelled as Moderately Healthy (28% of the participants), Healthy - Vigorous Exercise (19%), Sedentary Lifestyle (16%), Inadequate Sleep (15%), Mixed Health Behaviours (15%), and Multiple Risk Behaviours (8%). Those who perceived their work to be mentally or physically strenuous more commonly belonged to the Inadequate Sleep and Multiple Risk Behaviours clusters. Time pressure made belonging to the Inadequate Sleep, Mixed Health Behaviours, and Multiple Risk Behaviours clusters more likely. Those who were dissatisfied with their work more often belonged to the Healthy - Vigorous Exercise, Inadequate Sleep, and Multiple Risk Behaviours clusters.

conclusionIn addition of finding several considerably differing health behaviour clusters, we also found that adverse working conditions were associated with clusters characterized by multiple risk behaviours, especially inadequate sleep. Private-sector service workers' working conditions should be improved so that they support sufficient recovery, and occupational health services should better identify co-occurring multiple risk behaviours.

Indexed as

ExerciseHealth BehaviorPrivate SectorAdultAlcohol DrinkingCluster AnalysisCross-Sectional StudiesDietFemaleFinlandHumansMaleMiddle AgedSedentary BehaviorSleepSmokingBlue-collar workersEnergy balance-related behavioursSleepWorking conditionsWorkload

Identifiers

PMID38713282
PMCPMC11245410

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.