IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v19y2022i3p1090-d728233.html
   My bibliography  Save this article

Impact of Income and Industry on New-Onset Diabetes among Employees: A Retrospective Cohort Study

Author

Listed:
  • Reiko Ishihara

    (Department of Healthcare Management, College of Healthcare Management, Miyama 835-0018, Japan)

  • Akira Babazono

    (Department of Health Care Administration and Management, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan)

  • Ning Liu

    (Department of Preventive Medicine and Community Health, University of Occupational and Environmental Health, Kitakyushu 807-8555, Japan)

  • Reiko Yamao

    (Department of Health Care Administration and Management, Graduate School of Medical Sciences, Kyushu University, Fukuoka 812-8582, Japan)

Abstract

The purpose of this study was to investigate the impact of income and industry type on the risk of developing diabetes among Japanese workers, including how this impact is affected by sex. A total of 24,516 employees at small- and medium-sized enterprises in Japan aged 40–74 years who underwent health examinations in fiscal years 2010–2015 were included in this retrospective cohort study. Generalized linear regression models were used to assess the association between new-onset diabetes and income and industry. In men, the cumulative incidence rate was significantly higher in the low-income group; it was highest in the transportation and postal service industries. Although income and industry were independent risk factors for developing diabetes in men, an interaction was found between income and industry, which was affected by participants’ sex: in specific industries (i.e., lifestyle-related, personal services, and entertainment services), men had a significantly higher risk of developing diabetes in the high-income group, and women had a significantly higher risk of developing diabetes in the low-income group. These findings highlight important factors to consider in assessing diabetes risk and suggest that efficient primary and secondary prevention should be encouraged in industries where workers have a high risk of diabetes.

Suggested Citation

  • Reiko Ishihara & Akira Babazono & Ning Liu & Reiko Yamao, 2022. "Impact of Income and Industry on New-Onset Diabetes among Employees: A Retrospective Cohort Study," IJERPH, MDPI, vol. 19(3), pages 1-14, January.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:3:p:1090-:d:728233
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/19/3/1090/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/19/3/1090/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ervasti, J. & Virtanen, M. & Pentti, J. & Lallukka, T. & Tinghög, P. & Kjeldgard, L. & Mittendorfer-Rutz, E. & Alexanderson, K., 2015. "Work disability before and after diabetes diagnosis: A nationwide population-based register study in Sweden," American Journal of Public Health, American Public Health Association, vol. 105(6), pages 22-29.
    2. Silvana Robone & Andrew Jones & Nigel Rice, 2011. "Contractual conditions, working conditions and their impact on health and well-being," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 12(5), pages 429-444, October.
    3. Wardle, J. & Waller, J. & Jarvis, M.J., 2002. "Sex differences in the association of socioeconomic status with obesity," American Journal of Public Health, American Public Health Association, vol. 92(8), pages 1299-1304.
    4. Robbins, J.M. & Vaccarino, V. & Zhang, H. & Kasl, S.V., 2001. "Socioeconomic status and type 2 diabetes in African American and non-Hispanic White women and men: Evidence from the Third National Health and Nutrition Examination Survey," American Journal of Public Health, American Public Health Association, vol. 91(1), pages 76-83.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Shvartsman, Elena & Beckmann, Michael, 2015. "Stressed by your job: What is the role of personnel policy?," Working papers 2015/15, Faculty of Business and Economics - University of Basel.
    2. Deborah De Moortel & Nico Dragano & Morten Wahrendorf, 2020. "Involuntary Full- and Part-Time Work: Employees’ Mental Health and the Role of Family- and Work-Related Resources," Societies, MDPI, vol. 10(4), pages 1-14, October.
    3. Thomas Barnay, 2016. "Health, work and working conditions: a review of the European economic literature," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 17(6), pages 693-709, July.
    4. Clémentine Garrouste & Mathilde Godard, 2016. "The lasting health impact of leaving school in a bad economy : Britons in the 1970s recession," Post-Print hal-01408637, HAL.
    5. Shen, Ke & Zeng, Yi, 2014. "Direct and indirect effects of childhood conditions on survival and health among male and female elderly in China," Social Science & Medicine, Elsevier, vol. 119(C), pages 207-214.
    6. Otterbach, Steffen & Wooden, Mark & Fok, Yin King, 2016. "Working-Time Mismatch and Mental Health," IZA Discussion Papers 9818, Institute of Labor Economics (IZA).
    7. Chen, Duan-Rung & Wen, Tzai-Hung, 2010. "Socio-spatial patterns of neighborhood effects on adult obesity in Taiwan: A multi-level model," Social Science & Medicine, Elsevier, vol. 70(6), pages 823-833, March.
    8. Shoham, David A. & Vupputuri, Suma & Kaufman, Jay S. & Kshirsagar, Abhijit V. & Diez Roux, Ana V. & Coresh, Josef & Heiss, Gerardo, 2008. "Kidney disease and the cumulative burden of life course socioeconomic conditions: The Atherosclerosis Risk in Communities (ARIC) Study," Social Science & Medicine, Elsevier, vol. 67(8), pages 1311-1320, October.
    9. McCluney, Courtney L. & Schmitz, Lauren L. & Hicken, Margaret T. & Sonnega, Amanda, 2018. "Structural racism in the workplace: Does perception matter for health inequalities?," Social Science & Medicine, Elsevier, vol. 199(C), pages 106-114.
    10. Guangyan Chen & Feng Qiu & Xiaowen Dai & Hongxing Lan & Jiahao Song, 2022. "Research on the Influence of Informal Employment on Residents’ Happiness in China: Empirical Analysis Based on CLDS Data," IJERPH, MDPI, vol. 19(15), pages 1-14, July.
    11. Macchioni Giaquinto, Annarita & Jones, Andrew M. & Rice, Nigel & Zantomio, Francesca, 2021. "Labour supply and informal care responses to health shocks within couples: evidence from the UKHLS," GLO Discussion Paper Series 806, Global Labor Organization (GLO).
    12. Maruyama, Shiko & Nakamura, Sayaka, 2018. "Why are women slimmer than men in developed countries?," Economics & Human Biology, Elsevier, vol. 30(C), pages 1-13.
    13. Devillanova, Carlo & Raitano, Michele & Struffolino, Emanuela, 2019. "Longitudinal employment trajectories and health in middle life: Insights from linked administrative and survey data," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, pages 1375-1412.
    14. Belloni, Michele & Carrino, Ludovico & Meschi, Elena, 2022. "The impact of working conditions on mental health: Novel evidence from the UK," Labour Economics, Elsevier, vol. 76(C).
    15. Jones, M.A. & Rice, N. & Zantomio, F., 2016. "Acute health shocks and labour market outcomes," Health, Econometrics and Data Group (HEDG) Working Papers 16/04, HEDG, c/o Department of Economics, University of York.
    16. D. Sittig & H. Friedel & J. Wasem, 2015. "Prevalence and treatment costs of type 2 diabetes in Germany and the effects of social and demographical differences," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 16(3), pages 305-311, April.
    17. Damiano Fiorillo, 2016. "Workers’ health and social relations in Italy," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 43(5), pages 835-862, October.
    18. Solé, Meritxell & Diaz-Serrano, Luis & Rodriguez Martinez, Marisol, 2010. "Work, Risk and Health: Differences between Immigrants and Natives in Spain," IZA Discussion Papers 5338, Institute of Labor Economics (IZA).
    19. Adam Chlebisz & Mateusz Mierzejewski, 2020. "Features of the labour market in the context of European diversity," Wroclaw Review of Law, Administration & Economics, Sciendo, vol. 10(1), pages 48-60, December.
    20. Chris Dawson & Michail Veliziotis & Benjamin Hopkins, 2017. "Temporary employment, job satisfaction and subjective well-being," Economic and Industrial Democracy, Department of Economic History, Uppsala University, Sweden, vol. 38(1), pages 69-98, February.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:19:y:2022:i:3:p:1090-:d:728233. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.