Evidence mapPaperPMID 40229732Full record

ArticleBMC public health2025

Low occupational physical activity is associated with incident type 2 diabetes in overweight and obese individuals: a population-based cohort study.

Maria Brännholm Syrjälä, Melony Fortuin-de Smidt, Frida Bergman, Maria Nordendahl, Julia Otten, Rebecka Renklint, Olov Rolandsson, Viktoria Wahlström, Patrik Wennberg

Abstract read
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Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

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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

3 citing papers in PubMed.

  1. Observational
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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Maria Brännholm SyrjäläDepartment of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden. maria.brannholm@umu.se.
Melony Fortuin-de SmidtDepartment of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden.
Frida BergmanDepartment of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden.
Maria NordendahlDepartment of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden.
Julia OttenDepartment of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden.
Rebecka RenklintDepartment of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden.
Olov RolandssonDepartment of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden.
Viktoria WahlströmDepartment of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden.
Patrik WennbergDepartment of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden.

Funding

Northern County council's regional federation NLL-996159
6 · The paper itself

Abstract

backgroundLeisure-time physical activity decreases the risk of type 2 diabetes. Whether occupational physical activity affects the risk of type 2 diabetes is still not fully understood. The primary aim of this study was to investigate the association between occupational physical activity and 10-year diabetes incidence in a general adult population in Northern Sweden. The secondary aim was to explore the moderating role of BMI on this association.

methodsThis population-based, longitudinal cohort study included 16,282 diabetes-free individuals aged 28-52 years who participated in a cardiovascular intervention programme in Northern Sweden, and who reported the same occupational physical activity level at baseline and at 10-year follow-up. Incident type 2 diabetes was diagnosed based on oral glucose tolerance testing or a register-based diagnosis. Occupational physical activity was self-reported and categorized as: a) Low: 'Sedentary or standing' or 'Light but partly physically active', b) Moderate: 'Light and physically active', or c) High: Sometimes physically strenuous or 'Physically strenuous most of the time'. Odds ratios (OR) and 95% confidence intervals (CI) for incident diabetes were calculated using multivariable logistic regression analysis, adjusting for age, sex, smoking, education level, family history of diabetes, country of birth, intake of fruits and vegetables, leisure-time physical activity, prediabetes and BMI. Potential interactions between BMI category and T2D were tested using interaction terms in the multivariable model.

resultsSix hundred twenty-four individuals developed type 2 diabetes in the 10 years between the first visit and the follow-up. A significant moderation effect of BMI on occupational physical activity was found (p = 0.01). Having a low level of occupational physical activity, compared with a moderate level of occupational physical activity, was associated with an increased risk of incident type 2 diabetes in overweight and obese individuals (OR 1.46, 95% CI 1.09-1.96), but not in those with normal weight (OR 0.80, 95% CI 0.52-1.23). High level of occupational physical activity was not associated with type 2 diabetes (OR 1.12, 95% CI 0.82-1.54).

conclusionsLow occupational physical activity was associated with incident type 2 diabetes in overweight and obese individuals. Public-health efforts may benefit from encouraging less sitting and standing and more light physical activity during the workday.

Indexed as

Diabetes Mellitus, Type 2ExerciseObesityOccupationsOverweightAdultBody Mass IndexCohort StudiesFemaleHumansIncidenceLongitudinal StudiesMaleMiddle AgedRisk FactorsSwedenObesityOccupational physical activityOccupational sittingOverweightPreventionPublic healthType 2 diabetes

Identifiers

PMID40229732
PMCPMC11995627

What Socratic holds

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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.