IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0208334.html
   My bibliography  Save this article

Employment predictors of exit from work among workers with disabilities: A survival analysis from the household income labour dynamics in Australia survey

Author

Listed:
  • Allison Milner
  • Yamna Taouk
  • George Disney
  • Zoe Aitken
  • Jerome Rachele
  • Anne Kavanagh

Abstract

Objectives: Across high-income countries, unemployment rates among workers with disabilities are disproportionately high. The aim of this study was to identify characteristics of employment associated with dropping out of work and assess whether these were different for workers with versus without disabilities. Methods: Using a longitudinal panel study of working Australians (2001 to 2015), the current study estimated Kaplan–Meier curves and Cox proportional hazard regression models to identify predictors of leaving employment, including psychosocial job quality, employment arrangement, and occupational skill level. Effect modification by disability status of the relationship between employment-related factors and exit from the labour market were assessed by including interaction terms and assessing model fit with a likelihood ratio test. Models were adjusted for a range of socio-demographic and health related factors. Results: Compared to those without disability, those with disability had a greater risk of leaving employment (HR 1.26, 95% CI 1.18 to 1.35, p

Suggested Citation

  • Allison Milner & Yamna Taouk & George Disney & Zoe Aitken & Jerome Rachele & Anne Kavanagh, 2018. "Employment predictors of exit from work among workers with disabilities: A survival analysis from the household income labour dynamics in Australia survey," PLOS ONE, Public Library of Science, vol. 13(12), pages 1-14, December.
  • Handle: RePEc:plo:pone00:0208334
    DOI: 10.1371/journal.pone.0208334
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0208334
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0208334&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0208334?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Cain Polidano & Ha Vu, 2015. "Differential Labour Market Impacts from Disability Onset," Health Economics, John Wiley & Sons, Ltd., vol. 24(3), pages 302-317, March.
    2. Mundbjerg Eriksen, Tine L. & Hogh, Annie & Hansen, Åse Marie, 2016. "Long-term consequences of workplace bullying on sickness absence," Labour Economics, Elsevier, vol. 43(C), pages 129-150.
    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. Umut Oguzoglu, 2011. "Severity of Work Disability and Work," The Economic Record, The Economic Society of Australia, vol. 87(278), pages 370-383, September.
    5. Zoe Fewell & M. A. Hernan & F. Wolfe & K. Tilling & H. Choi & J. A. C. Sterne, 2004. "Controlling for time-dependent confounding using marginal structural models," United Kingdom Stata Users' Group Meetings 2004 13, Stata Users Group.
    6. Daron Acemoglu & Joshua D. Angrist, 2001. "Consequences of Employment Protection? The Case of the Americans with Disabilities Act," Journal of Political Economy, University of Chicago Press, vol. 109(5), pages 915-957, October.
    7. Umut Oguzoglu, 2016. "Disability and Multi-State Labour Force Choices with State Dependence," The Economic Record, The Economic Society of Australia, vol. 92(296), pages 28-46, March.
    8. Kathleen Beegle & Wendy A. Stock, 2003. "The Labor Market Effects of Disability Discrimination Laws," Journal of Human Resources, University of Wisconsin Press, vol. 38(4).
    9. Milner, A. & Krnjacki, L. & Butterworth, P. & Kavanagh, A. & LaMontagne, Anthony D., 2015. "Does disability status modify the association between psychosocial job quality and mental health? A longitudinal fixed-effects analysis," Social Science & Medicine, Elsevier, vol. 144(C), pages 104-111.
    10. Zoe Fewell & Frederick Wolfe & Hyon Choi & Miguel A. Hernán & Kate Tilling & Jonathan A. C. Sterne, 2004. "Controlling for time-dependent confounding using marginal structural models," Stata Journal, StataCorp LLC, vol. 4(4), pages 402-420, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Zhilan Fang & Gabriel Liu & Liling Zhu & Dong Dong, 2023. "Doing “gendered exit”: Work, care and the moral practices of disabled persons," Gender, Work and Organization, Wiley Blackwell, vol. 30(5), pages 1571-1584, September.

    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. Thomas Barnay & Emmanuel Duguet & Christine Le Clainche & Yann Videau, 2019. "An evaluation of the 1987 French Disabled Workers Act: better paying than hiring," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(4), pages 597-610, June.
    2. Pirani, Elena & Salvini, Silvana, 2015. "Is temporary employment damaging to health? A longitudinal study on Italian workers," Social Science & Medicine, Elsevier, vol. 124(C), pages 121-131.
    3. Jones, Melanie K. & Mavromaras, Kostas & Sloane, Peter J. & Wei, Zhang, 2015. "The Dynamic Effect of Disability on Work and Subjective Wellbeing in Australia," IZA Discussion Papers 9609, Institute of Labor Economics (IZA).
    4. Elena Pirani & Silvana Salvini, 2014. "Is temporary employment damaging to health? A longitudinal study on Italian workers," Econometrics Working Papers Archive 2014_08, Universita' degli Studi di Firenze, Dipartimento di Statistica, Informatica, Applicazioni "G. Parenti".
    5. Deborah A. Cobb‐Clark & Lihini De Silva, 2021. "Participation, Unemployment, and Wages," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 54(4), pages 482-493, December.
    6. Braakmann, Nils, 2008. "Wirkungen der Beschäftigungspflicht schwerbehinderter Arbeitnehmer : Erkenntnisse aus der Einführung des "Gesetzes zur Bekämpfung der Arbeitslosigkeit Schwerbehinderter" (Effects of the obli," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 41(1), pages 9-24.
    7. Nam Kyoon N. Kim & Simon C. Parker, 0. "Entrepreneurial homeworkers," Small Business Economics, Springer, vol. 0, pages 1-25.
    8. Wuellrich, Jean-Philippe, 2010. "The effects of increasing financial incentives for firms to promote employment of disabled workers," Economics Letters, Elsevier, vol. 107(2), pages 173-176, May.
    9. Nam Kyoon N. Kim & Simon C. Parker, 2021. "Entrepreneurial homeworkers," Small Business Economics, Springer, vol. 57(3), pages 1427-1451, October.
    10. Matteo Prato & Fabrizio Ferraro, 2018. "Starstruck: How Hiring High-Status Employees Affects Incumbents’ Performance," Organization Science, INFORMS, vol. 29(5), pages 755-774, October.
    11. Do, D. Phuong & Wang, Lu & Elliott, Michael R., 2013. "Investigating the relationship between neighborhood poverty and mortality risk: A marginal structural modeling approach," Social Science & Medicine, Elsevier, vol. 91(C), pages 58-66.
    12. Allison V. Thompkins, "undated". "Did the ADA Evolve into Our Ramp to Full Employment? An Analysis of 18 Years of the Americans with Disabilities Act," Mathematica Policy Research Reports cc8dbea7a581477e847c92622, Mathematica Policy Research.
    13. Geraldine A. Wu, 2012. "The Effect of Going Public on Innovative Productivity and Exploratory Search," Organization Science, INFORMS, vol. 23(4), pages 928-950, August.
    14. Buenstorf, Guido, 2009. "Is commercialization good or bad for science? Individual-level evidence from the Max Planck Society," Research Policy, Elsevier, vol. 38(2), pages 281-292, March.
    15. Anna Demianova & Anna Lukiyanova, 2016. "The impact of disability status on labor supply in Russia," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 44, pages 50-74.
    16. Ian Burn, 2018. "Not All Laws are Created Equal: Legal Differences in State Non-Discrimination Laws and the Impact of LGBT Employment Protections," Journal of Labor Research, Springer, vol. 39(4), pages 462-497, December.
    17. Jones, Melanie K & Mavromaras, Kostas & Sloane, Peter J & Wei, Zhang (NILS), 2011. "NILS Working paper no 176. Disability and job mismatches in the Australian labour market," NILS Working Papers 26074, National Institute of Labour Studies.
    18. Chung Choe, 2013. "Determinants of Labor Market Outcomes of Disabled Men Before and After the Americans with Disabilities Act of 1990," Korean Economic Review, Korean Economic Association, vol. 29, pages 211-233.
    19. Hiesinger, Karolin, 2022. "Cost of Inclusion? Intended and Non-intended Effects of the Employment Quota for Workers with Disabilities," VfS Annual Conference 2022 (Basel): Big Data in Economics 264026, Verein für Socialpolitik / German Economic Association.
    20. Wanchun Xu & Vincent Ka Chun Yan & Zhijuan Zhang & Kwun Kei Fung & Koon Ho Chan & Kui Kai Lau & Celine Sze Ling Chui & Francisco Tsz Tsun Lai & Xue Li & Esther Wai Yin Chan & Ian Chi Kei Wong & Eric Y, 2024. "Myasthenia gravis following statin therapy: evidence from target trial emulation and self-controlled case series study," Nature Communications, Nature, vol. 15(1), pages 1-9, December.

    More about this item

    Statistics

    Access and download statistics

    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:plo:pone00:0208334. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.