Evidence map›Paper›PMID 41311035›Full record

ArticleJournal of occupational health2026

Different associations of stay-at-home exposure with changes in body mass index and cardiometabolic factors depending on occupational physical activity: a longitudinal quasi-experimental design.

Daijiro Kabata, Noriaki Kakiuchi, Takashi Marui, Naoko Ikeda, Mutsuko Kawai, Aki Kaimori, Noriko Saeki, Katsufumi Kajimoto, Riho Tanaka, Ayumi Zeniya and 3 more

Abstract read
In one paragraph

Article in Journal of occupational 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.

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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

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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.

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

13 authors.

Daijiro KabataCenter for Mathematical and Data Science, Kobe University, Kobe, Japan.ORCID 0000-0002-1243-4928
Noriaki KakiuchiSafety & Health Care Department, Daihatsu Health Care Center, Daihatsu Motor Co, Ltd, Osaka, Japan.
Takashi MaruiSafety & Health Care Department, Daihatsu Health Care Center, Daihatsu Motor Co, Ltd, Osaka, Japan.
Naoko IkedaSafety & Health Care Department, Daihatsu Health Care Center, Daihatsu Motor Co, Ltd, Osaka, Japan.
Mutsuko KawaiSafety & Health Care Department, Daihatsu Health Care Center, Daihatsu Motor Co, Ltd, Osaka, Japan.
Aki KaimoriSafety & Health Care Department, Daihatsu Health Care Center, Daihatsu Motor Co, Ltd, Osaka, Japan.
Noriko SaekiSafety & Health Care Department, Daihatsu Health Care Center, Daihatsu Motor Co, Ltd, Osaka, Japan.
Katsufumi KajimotoSafety & Health Care Department, Daihatsu Health Care Center, Daihatsu Motor Co, Ltd, Osaka, Japan.
Riho TanakaSafety & Health Care Department, Daihatsu Health Care Center, Daihatsu Motor Co, Ltd, Osaka, Japan.
Ayumi ZeniyaSafety & Health Care Department, Daihatsu Health Care Center, Daihatsu Motor Co, Ltd, Osaka, Japan.
Fumi YamanouchiSafety & Health Care Department, Daihatsu Health Care Center, Daihatsu Motor Co, Ltd, Osaka, Japan.
Saori MatsumiyaSafety & Health Care Department, Daihatsu Health Care Center, Daihatsu Motor Co, Ltd, Osaka, Japan.
Yukihiro KoretsuneSafety & Health Care Department, Daihatsu Health Care Center, Daihatsu Motor Co, Ltd, Osaka, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo quantify the short-term impact of an unexpected stay-at-home exposure, caused by a shipment suspension, on body mass index (BMI) and cardiometabolic markers among employees with different levels of occupational physical activity.

methodsHealth-check records from 8307 workers at a large Japanese automobile manufacturer were linked to company attendance data covering a shipment suspension (January to April 2024). An interrupted time-series assessed BMI trajectories before, during, and after the halt. Among 614 employees who underwent an additional examination in April 2024, mixed-effects models related the duration of stay-at-home to changes in BMI and blood pressure within low-, medium-, and high-intensity job categories.

resultsCompared with pre-halt trends, medium-intensity and high-intensity workers showed significant level rises in BMI (0.96 kg/m2; 95% CI, 0.56-1.36; and 0.64 kg/m2; 95% CI, 0.24-1.04, respectively) at the onset of the suspension. Mixed-effects analyses showed a positive dose-response between the duration of stay-at-home and BMI gain in high-intensity jobs (0.47 kg/m2 per 20% absent days; 95% CI, 0.37-0.58). Per 20% of scheduled workdays absent, systolic blood pressure was higher in the medium- and high-intensity groups. No significant effects were observed among sedentary workers.

conclusionsEmployees whose daily energy expenditure relies on job-related physical activity are especially susceptible to weight gain and blood pressure elevations during forced work interruptions. Business continuity plans should embed tailored countermeasures-such as structured exercise programs and phased returns to on-site duties-to safeguard metabolic health during future operational disruptions.

Indexed as

Body Mass IndexExerciseAdultAutomobilesBlood PressureCardiometabolic Risk FactorsFemaleHumansJapanLongitudinal StudiesMaleMiddle AgedOccupational Healthbody mass indexcardiometabolic riskinterrupted time-series analysisoccupational physical activitystay-at-home

Identifiers

PMID41311035
PMCPMC12788860

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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.