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Multiple Job Holding, Job Changes, and Associations with Gestational Diabetes and Pregnancy-Related Hypertension in the National Birth Defects Prevention Study

Author

Listed:
  • Amel Omari

    (Division of Field Studies and Engineering, National Institute for Occupational Safety and Health, Cincinnati, OH 45213, USA
    Epidemic Intelligence Service Officer, Centers for Disease Control and Prevention (CDC), Atlanta, GA 30329, USA)

  • Miriam R. Siegel

    (Division of Field Studies and Engineering, National Institute for Occupational Safety and Health, Cincinnati, OH 45213, USA)

  • Carissa M. Rocheleau

    (Division of Field Studies and Engineering, National Institute for Occupational Safety and Health, Cincinnati, OH 45213, USA)

  • Kaori Fujishiro

    (Division of Field Studies and Engineering, National Institute for Occupational Safety and Health, Cincinnati, OH 45213, USA)

  • Kristen Van Buren

    (Division of Field Studies and Engineering, National Institute for Occupational Safety and Health, Cincinnati, OH 45213, USA)

  • Dallas Shi

    (Division of Field Studies and Engineering, National Institute for Occupational Safety and Health, Cincinnati, OH 45213, USA
    Epidemic Intelligence Service Officer, Centers for Disease Control and Prevention (CDC), Atlanta, GA 30329, USA)

  • A.J. Agopian

    (Department of Epidemiology, Human Genetics, and Environmental Sciences, UTHealth School of Public Health, Houston, TX 77030, USA)

  • Suzanne M. Gilboa

    (Division of Birth Defects and Infant Disorders, National Center on Birth Defects and Developmental Disabilities, Centers for Disease Control and Prevention (CDC), Atlanta, GA 30329, USA)

  • Paul A. Romitti

    (Department of Epidemiology, College of Public Health, The University of Iowa, Iowa City, IA 52242, USA)

Abstract

We used National Birth Defects Prevention Study data to investigate associations between working patterns shortly before and during pregnancy and gestational diabetes and pregnancy-related hypertension. We analyzed working patterns (multiple-job holders, job changers, single-job holders) during the three months before and during pregnancy for 8140 participants who delivered a live-born child without a birth defect. “Multiple-job holders” worked more than one job simultaneously, “job changers” worked more than one job with no overlap, and “single-job holders” (referent) worked one job. We used multivariable logistic regression to estimate associations between working pattern and each outcome, adjusting for maternal age and educational attainment at delivery. We explored effect measure modification by household income, peak weekly working hours, and maternal race/ethnicity. Multiple-job holders had higher odds of gestational diabetes (adjusted odds ratio [aOR]: 1.5; 95% confidence interval [CI]: 1.1–2.1) and pregnancy-related hypertension (aOR: 1.5; 95% CI: 1.0–2.2) compared with single-job holders. Multiple-job holders with a household income of more than 30,000 USD per year, 32–44 peak weekly working hours, and from racial/ethnic minority groups had higher odds of gestational diabetes compared with single-job holders in respective categories. Detailed occupational information is important for studies of occupation and maternal health.

Suggested Citation

  • Amel Omari & Miriam R. Siegel & Carissa M. Rocheleau & Kaori Fujishiro & Kristen Van Buren & Dallas Shi & A.J. Agopian & Suzanne M. Gilboa & Paul A. Romitti, 2024. "Multiple Job Holding, Job Changes, and Associations with Gestational Diabetes and Pregnancy-Related Hypertension in the National Birth Defects Prevention Study," IJERPH, MDPI, vol. 21(5), pages 1-13, May.
  • Handle: RePEc:gam:jijerp:v:21:y:2024:i:5:p:619-:d:1394296
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    References listed on IDEAS

    as
    1. Zhongmin Wu & Mark Baimbridge & Yu Zhu, 2009. "Multiple job holding in the United Kingdom: evidence from the British Household Panel Survey," Applied Economics, Taylor & Francis Journals, vol. 41(21), pages 2751-2766.
    2. Andrew Atherton & João R. Faria & Daniel Wheatley & Dongxu Wu & Zhongmin Wu, 2016. "The decision to moonlight: does second job holding by the self-employed and employed differ?," Industrial Relations Journal, Wiley Blackwell, vol. 47(3), pages 279-299, May.
    3. Trevor Peckham & Noah Seixas & A. B. de Castro & Anjum Hajat, 2022. "Do Different Patterns of Employment Quality Contribute to Gender Health Inequities in the U.S.? A Cross-Sectional Mediation Analysis," IJERPH, MDPI, vol. 19(18), pages 1-18, September.
    4. Ahonen, E.Q. & Fujishiro, K. & Cunningham, T. & Flynn, M., 2018. "Work as an inclusive part of population health inequities research and prevention," American Journal of Public Health, American Public Health Association, vol. 108(3), pages 306-311.
    5. Kaori Fujishiro & Emily Q. Ahonen & Megan Winkler, 2022. "Investigating Employment Quality for Population Health and Health Equity: A Perspective of Power," IJERPH, MDPI, vol. 19(16), pages 1-16, August.
    6. Susan Averett, 2001. "Moonlighting: multiple motives and gender differences," Applied Economics, Taylor & Francis Journals, vol. 33(11), pages 1391-1410.
    7. Karen Aerden & Guy Moors & Katia Levecque & Christophe Vanroelen, 2014. "Measuring Employment Arrangements in the European Labour Force: A Typological Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 116(3), pages 771-791, May.
    8. Alison Preston & Robert E. Wright, 2020. "Exploring the gender difference in multiple job holding," Industrial Relations Journal, Wiley Blackwell, vol. 51(4), pages 301-328, July.
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