{"title":"多病背景下日本工人多种疾病与工作效率的关系:对一项数据库研究的补充分析。","authors":"Takuya Maekawa, Kentaro Yamato, Norihiro Nakamichi, Masaya Takahashi, Ryotaro Ishii, Takeo Nakayama","doi":"10.1093/joccuh/uiag033","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>Building on the previous descriptive study of work productivity across various diseases among Japanese workers, this additional analysis aimed to assess the associations between multimorbidity and work productivity, as well as independent associations between each disease and work productivity, accounting for coexisting diseases.</p><p><strong>Methods: </strong>From the original study population of the secondary dataset derived from health insurance claims and online surveys, including workers aged ≥19 years who completed the Work Productivity and Activity Impairment questionnaire-General Health (WPAI-GH) in an online survey in 2021, we analyzed participants aged <65 years (n = 30 953). The association of a WPAI score >0% with diseases count and each target disease adjusted for other diseases was explored using logistic regression, and the predicted probabilities of having a score >0% for each disease were derived.</p><p><strong>Results: </strong>The odds ratios (ORs) for having a WPAI score of >0% increased (OR > 1) per additional disease. Associated with higher odds of having a score >0% were, in males, migraine, depression, dysthymia, diarrheal disorders, and insomnia; and in females, migraine, insomnia, and atopic dermatitis. Femoral neck fracture, dysthymia, depression, migraine, and menopausal disorder in males, and migraine and ischemic heart disease in females were among the top diseases with high predicted probabilities.</p><p><strong>Conclusions: </strong>Each incremental disease was significantly associated with impaired work productivity. After adjusting for other comorbidities, work productivity impairment was associated with psychiatric disorders and migraines. These findings underscore the importance of optimal management of preexisting conditions and prevention of comorbidities.</p>","PeriodicalId":16632,"journal":{"name":"Journal of Occupational Health","volume":" ","pages":""},"PeriodicalIF":2.8000,"publicationDate":"2026-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13464672/pdf/","citationCount":"0","resultStr":"{\"title\":\"Associations of diverse diseases with work productivity among Japanese workers in the context of multimorbidity: additional analysis of a database study.\",\"authors\":\"Takuya Maekawa, Kentaro Yamato, Norihiro Nakamichi, Masaya Takahashi, Ryotaro Ishii, Takeo Nakayama\",\"doi\":\"10.1093/joccuh/uiag033\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objectives: </strong>Building on the previous descriptive study of work productivity across various diseases among Japanese workers, this additional analysis aimed to assess the associations between multimorbidity and work productivity, as well as independent associations between each disease and work productivity, accounting for coexisting diseases.</p><p><strong>Methods: </strong>From the original study population of the secondary dataset derived from health insurance claims and online surveys, including workers aged ≥19 years who completed the Work Productivity and Activity Impairment questionnaire-General Health (WPAI-GH) in an online survey in 2021, we analyzed participants aged <65 years (n = 30 953). The association of a WPAI score >0% with diseases count and each target disease adjusted for other diseases was explored using logistic regression, and the predicted probabilities of having a score >0% for each disease were derived.</p><p><strong>Results: </strong>The odds ratios (ORs) for having a WPAI score of >0% increased (OR > 1) per additional disease. Associated with higher odds of having a score >0% were, in males, migraine, depression, dysthymia, diarrheal disorders, and insomnia; and in females, migraine, insomnia, and atopic dermatitis. Femoral neck fracture, dysthymia, depression, migraine, and menopausal disorder in males, and migraine and ischemic heart disease in females were among the top diseases with high predicted probabilities.</p><p><strong>Conclusions: </strong>Each incremental disease was significantly associated with impaired work productivity. After adjusting for other comorbidities, work productivity impairment was associated with psychiatric disorders and migraines. These findings underscore the importance of optimal management of preexisting conditions and prevention of comorbidities.</p>\",\"PeriodicalId\":16632,\"journal\":{\"name\":\"Journal of Occupational Health\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":2.8000,\"publicationDate\":\"2026-01-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13464672/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Occupational Health\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1093/joccuh/uiag033\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Occupational Health","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1093/joccuh/uiag033","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
Associations of diverse diseases with work productivity among Japanese workers in the context of multimorbidity: additional analysis of a database study.
Objectives: Building on the previous descriptive study of work productivity across various diseases among Japanese workers, this additional analysis aimed to assess the associations between multimorbidity and work productivity, as well as independent associations between each disease and work productivity, accounting for coexisting diseases.
Methods: From the original study population of the secondary dataset derived from health insurance claims and online surveys, including workers aged ≥19 years who completed the Work Productivity and Activity Impairment questionnaire-General Health (WPAI-GH) in an online survey in 2021, we analyzed participants aged <65 years (n = 30 953). The association of a WPAI score >0% with diseases count and each target disease adjusted for other diseases was explored using logistic regression, and the predicted probabilities of having a score >0% for each disease were derived.
Results: The odds ratios (ORs) for having a WPAI score of >0% increased (OR > 1) per additional disease. Associated with higher odds of having a score >0% were, in males, migraine, depression, dysthymia, diarrheal disorders, and insomnia; and in females, migraine, insomnia, and atopic dermatitis. Femoral neck fracture, dysthymia, depression, migraine, and menopausal disorder in males, and migraine and ischemic heart disease in females were among the top diseases with high predicted probabilities.
Conclusions: Each incremental disease was significantly associated with impaired work productivity. After adjusting for other comorbidities, work productivity impairment was associated with psychiatric disorders and migraines. These findings underscore the importance of optimal management of preexisting conditions and prevention of comorbidities.
期刊介绍:
The scope of the journal is broad, covering toxicology, ergonomics, psychosocial factors and other relevant health issues of workers, with special emphasis on the current developments in occupational health. The JOH also accepts various methodologies that are relevant to investigation of occupational health risk factors and exposures, such as large-scale epidemiological studies, human studies employing biological techniques and fundamental experiments on animals, and also welcomes submissions concerning occupational health practices and related issues.