IDEAS home Printed from https://ideas.repec.org/a/wly/hlthec/v14y2005i5p537-544.html
   My bibliography  Save this article

The impact of diabetes on employment: genetic IVs in a bivariate probit

Author

Listed:
  • H. Shelton Brown
  • José A. Pagán
  • Elena Bastida

Abstract

Diabetes has been shown to have a detrimental impact on employment and labor market productivity, which results in lost work days and higher mortality/disability. This study utilizes data from the Border Epidemiologic Study on Aging to analyze the endogeneity of diabetes in an employment model. We use family history of diabetes as genetic instrumental variables. We show that assuming that diabetes is an exogenous variable results in an overestimate (underestimate) of the negative impact of diabetes on female (male) employment. Our results are particularly relevant in the case of populations where genetic predisposition has an important role in the etiology of diabetes. Copyright © 2004 John Wiley & Sons, Ltd.

Suggested Citation

  • H. Shelton Brown & José A. Pagán & Elena Bastida, 2005. "The impact of diabetes on employment: genetic IVs in a bivariate probit," Health Economics, John Wiley & Sons, Ltd., vol. 14(5), pages 537-544, May.
    • Handle: RePEc:wly:hlthec:v:14:y:2005:i:5:p:537-544
    DOI: 10.1002/hec.942
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/hec.942
    Download Restriction: no
    File URL: https://libkey.io/10.1002/hec.942?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. Elena Bastida & José A. Pagán, 2002. "The impact of diabetes on adult employment and earnings of Mexican Americans: Findings from a community based study," Health Economics, John Wiley & Sons, Ltd., vol. 11(5), pages 403-413, July.
    2. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    3. William H. Greene, 1998. "Gender Economics Courses in Liberal Arts Colleges: Further Results," The Journal of Economic Education, Taylor & Francis Journals, vol. 29(4), pages 291-300, January.
    4. Laura Greene Knapp & Terry Seaks, 1998. "A Hausman test for a dummy variable in probit," Applied Economics Letters, Taylor & Francis Journals, vol. 5(5), pages 321-323.
    5. Kahn, Matthew E, 1998. "Health and Labor Market Performance: The Case of Diabetes," Journal of Labor Economics, University of Chicago Press, vol. 16(4), pages 878-899, October.
    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. Seuring, Till & Goryakin, Yevgeniy & Suhrcke, Marc, 2015. "The impact of diabetes on employment in Mexico," Economics & Human Biology, Elsevier, vol. 18(C), pages 85-100.
    2. Zhang, Xiaohui & Zhao, Xueyan & Harris, Anthony, 2009. "Chronic diseases and labour force participation in Australia," Journal of Health Economics, Elsevier, vol. 28(1), pages 91-108, January.
    3. Claire Dujardin & Florence Goffette-Nagot, 2009. "Does public housing occupancy increase unemployment?," Journal of Economic Geography, Oxford University Press, vol. 9(6), pages 823-851, November.
    4. Veronesi, Marcella, 2007. "Environmental Risk Factors, Health and the Labor Market Response of Married Men and Women in the United States," Working Papers 98552, University of Maryland, Department of Agricultural and Resource Economics.
    5. Till Seuring & Olga Archangelidi & Marc Suhrcke, 2015. "The Economic Costs of Type 2 Diabetes: A Global Systematic Review," PharmacoEconomics, Springer, vol. 33(8), pages 811-831, August.
    6. Dujardin, Claire & Goffette-Nagot, Florence, 2010. "Neighborhood effects on unemployment?: A test à la Altonji," Regional Science and Urban Economics, Elsevier, vol. 40(6), pages 380-396, November.
    7. Liu, Xiaoou & Zhu, Chen, 2014. "Will knowing diabetes affect labor income? Evidence from a natural experiment," Economics Letters, Elsevier, vol. 124(1), pages 74-78.
    8. Rong Fu & Haruko Noguchi & Shuhei Kaneko & Akira Kawamura & Cheolmin Kang & Hideto Takahashi & Nanako Tamiya, 2019. "How do cardiovascular diseases harm labor force participation? Evidence of nationally representative survey data from Japan, a super-aged society," PLOS ONE, Public Library of Science, vol. 14(7), pages 1-16, July.
    9. Francesca Cornelli & Zbigniew Kominek & Alexander Ljungqvist, 2013. "Monitoring Managers: Does It Matter?," Journal of Finance, American Finance Association, vol. 68(2), pages 431-481, April.
    10. Joan Gil & Antonio Sicras-Mainar & Eugenio Zucchelli, 2016. "The effects of non-adherence on health care utilisation: panel data evidence on uncontrolled diabetes," Working Papers 2016-06, FEDEA.
    11. Udo Schneider & Volker Ulrich, 2008. "The physician-patient relationship revisited: the patient’s view," International Journal of Health Economics and Management, Springer, vol. 8(4), pages 279-300, December.
    12. Anthony Harris, 2009. "Diabetes, Cardiovascular Disease and Labour Force Participation in Australia: An Endogenous Multivariate Probit Analysis of Clinical Prevalence Data," The Economic Record, The Economic Society of Australia, vol. 85(271), pages 472-484, December.
    13. Lixin Cai & Changxin Cong, 2009. "Effects Of Health And Chronic Diseases On Labour Force Participation Of Older Working‐Age Australians," Australian Economic Papers, Wiley Blackwell, vol. 48(2), pages 166-182, June.
    14. Heger, Diana & Hussinger, Katrin, 2013. "External capital access and new product launch in start-up firms with uncertain intellectual property rights," ZEW Discussion Papers 13-095, ZEW - Leibniz Centre for European Economic Research.
    15. Iain M. Cockburn & Megan J. MacGarvie, 2011. "Entry and Patenting in the Software Industry," Management Science, INFORMS, vol. 57(5), pages 915-933, May.
    16. Rowell, David & Connelly, Luke, 2010. "Labour market outcomes for people with a spinal cord injury," Economics & Human Biology, Elsevier, vol. 8(2), pages 223-232, July.
    17. Bergemann, Annette & Grönqvist, Erik & Gudbjörnsdottir, Soffia, 2011. "The effects of job displacement on the onset and progression of diabetes," VfS Annual Conference 2011 (Frankfurt, Main): The Order of the World Economy - Lessons from the Crisis 48695, Verein für Socialpolitik / German Economic Association.
    18. Abraham, Jean M. & Feldman, Roger & Carlin, Caroline & Christianson, Jon, 2006. "The effect of quality information on consumer health plan switching: Evidence from the Buyers Health Care Action Group," Journal of Health Economics, Elsevier, vol. 25(4), pages 762-781, July.
    19. Abid A. Burki & Mushtaq A. Khan & Sobia Malik, 2015. "From Chronic Disease to Food Poverty: Evidence from Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 54(1), pages 17-33.
    20. Diana Heger & Katrin Hussinger, 2017. "Implications of uncertain patent rights for German start-ups’ commercialisation activities and access to external capital," Industry and Innovation, Taylor & Francis Journals, vol. 24(7), pages 753-773, October.

    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:wly:hlthec:v:14:y:2005:i:5:p:537-544. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/5749 .

    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.