IDEAS home Printed from https://ideas.repec.org/a/eee/jhecon/v66y2019icp1-17.html
   My bibliography  Save this article

Uterus at a price: Disability insurance and hysterectomy

Author

Listed:
  • Fan, Elliott
  • Lien, Hsienming
  • Ma, Ching-to Albert

Abstract

Taiwanese Labor, Government Employee, and Farmer Insurance programs provide 5 to 6 months of salary to enrollees who undergo hysterectomies or oophorectomies before their 45th birthday. These programs create incentives for more and earlier treatments, referred to as inducement and timing effects. Using National Health Insurance data between 1997 and 2011, we estimate these effects on surgery hazards by difference-in-difference and bunching-smoothing polynomial methods. For Government Employee and Labor Insurance, inducement is 11–12% of all hysterectomies, and timing 20% of inducement. For oophorectomies, both effects are insignificant. Enrollees’ behaviors are consistent with rational choices. Each surgery qualifies an enrollee for the same benefit, but oophorectomy has more adverse health consequences than hysterectomy. Induced hysterectomies increase benefit payments and surgical costs, at about the cost of a mammogram and 5 pap smears per enrollee.

Suggested Citation

  • Fan, Elliott & Lien, Hsienming & Ma, Ching-to Albert, 2019. "Uterus at a price: Disability insurance and hysterectomy," Journal of Health Economics, Elsevier, vol. 66(C), pages 1-17.
  • Handle: RePEc:eee:jhecon:v:66:y:2019:i:c:p:1-17
    DOI: 10.1016/j.jhealeco.2019.04.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167629618308142
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jhealeco.2019.04.001?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
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Henry S. Farber & Robert G. Valletta, 2015. "Do Extended Unemployment Benefits Lengthen Unemployment Spells?: Evidence from Recent Cycles in the U.S. Labor Market," Journal of Human Resources, University of Wisconsin Press, vol. 50(4), pages 873-909.
    2. Marco Caliendo & Konstantinos Tatsiramos & Arne Uhlendorff, 2013. "Benefit Duration, Unemployment Duration And Job Match Quality: A Regression‐Discontinuity Approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(4), pages 604-627, June.
    3. Stephen G. Donald & Kevin Lang, 2007. "Inference with Difference-in-Differences and Other Panel Data," The Review of Economics and Statistics, MIT Press, vol. 89(2), pages 221-233, May.
    4. Eric French & Jae Song, 2014. "The Effect of Disability Insurance Receipt on Labor Supply," American Economic Journal: Economic Policy, American Economic Association, vol. 6(2), pages 291-337, May.
    5. Nicole Maestas & Kathleen J. Mullen & Alexander Strand, 2013. "Does Disability Insurance Receipt Discourage Work? Using Examiner Assignment to Estimate Causal Effects of SSDI Receipt," American Economic Review, American Economic Association, vol. 103(5), pages 1797-1829, August.
    6. Alvin E. Roth, 2007. "Repugnance as a Constraint on Markets," Journal of Economic Perspectives, American Economic Association, vol. 21(3), pages 37-58, Summer.
    7. Ichimura, Hidehiko & Todd, Petra E., 2007. "Implementing Nonparametric and Semiparametric Estimators," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 74, Elsevier.
    8. Emmanuel Saez, 2010. "Do Taxpayers Bunch at Kink Points?," American Economic Journal: Economic Policy, American Economic Association, vol. 2(3), pages 180-212, August.
    9. Lemieux, Thomas & Milligan, Kevin, 2008. "Incentive effects of social assistance: A regression discontinuity approach," Journal of Econometrics, Elsevier, vol. 142(2), pages 807-828, February.
    10. Lee, David S. & Card, David, 2008. "Regression discontinuity inference with specification error," Journal of Econometrics, Elsevier, vol. 142(2), pages 655-674, February.
    11. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    12. Guido Imbens & Karthik Kalyanaraman, 2012. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," Review of Economic Studies, Oxford University Press, vol. 79(3), pages 933-959.
    13. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    14. David H. Autor & William R. Kerr & Adriana D. Kugler, 2007. "Does Employment Protection Reduce Productivity? Evidence From US States," Economic Journal, Royal Economic Society, vol. 117(521), pages 189-217, June.
    15. Raj Chetty & John N. Friedman & Tore Olsen & Luigi Pistaferri, 2011. "Adjustment Costs, Firm Responses, and Micro vs. Macro Labor Supply Elasticities: Evidence from Danish Tax Records," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(2), pages 749-804.
    16. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    17. Rebecca Diamond & Petra Persson, 2016. "The Long-term Consequences of Teacher Discretion in Grading of High-stakes Tests," NBER Working Papers 22207, National Bureau of Economic Research, Inc.
    18. Hilary Hoynes & Doug Miller & David Simon, 2015. "Income, the Earned Income Tax Credit, and Infant Health," American Economic Journal: Economic Policy, American Economic Association, vol. 7(1), pages 172-211, February.
    19. David Card & Carlos Dobkin & Nicole Maestas, 2009. "Does Medicare Save Lives?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 597-636.
    20. Klim McPherson & Giorgia Gon & Maggie Scott, 2013. "International Variations in a Selected Number of Surgical Procedures," OECD Health Working Papers 61, OECD Publishing.
    21. Amitabh Chandra & Jonathan Gruber & Robin McKnight, 2010. "Patient Cost-Sharing and Hospitalization Offsets in the Elderly," American Economic Review, American Economic Association, vol. 100(1), pages 193-213, March.
    22. David Card & Carlos Dobkin & Nicole Maestas, 2008. "The Impact of Nearly Universal Insurance Coverage on Health Care Utilization: Evidence from Medicare," American Economic Review, American Economic Association, vol. 98(5), pages 2242-2258, December.
    23. Staubli, Stefan, 2011. "The impact of stricter criteria for disability insurance on labor force participation," Journal of Public Economics, Elsevier, vol. 95(9-10), pages 1223-1235, October.
    24. Howe, H.L., 1984. "Age-specific hysterectomy and oophorectomy prevalence rates and the risks for cancer of the reproductive system," American Journal of Public Health, American Public Health Association, vol. 74(6), pages 560-563.
    25. Henrik J. Kleven & Mazhar Waseem, 2013. "Using Notches to Uncover Optimization Frictions and Structural Elasticities: Theory and Evidence from Pakistan," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 669-723.
    26. Petra Persson, 2020. "Social Insurance and the Marriage Market," Journal of Political Economy, University of Chicago Press, vol. 128(1), pages 252-300.
    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. Nicolas R. Ziebarth, 2018. "Social Insurance and Health," Contributions to Economic Analysis, in: Health Econometrics, volume 127, pages 57-84, Emerald Group Publishing Limited.
    2. Alexander Gelber & Timothy J. Moore & Alexander Strand, 2017. "The Effect of Disability Insurance Payments on Beneficiaries' Earnings," American Economic Journal: Economic Policy, American Economic Association, vol. 9(3), pages 229-261, August.
    3. Hsing-Wen Han & Hsien-Ming Lien & Tzu-Ting Yang, 2020. "Patient Cost-Sharing and Healthcare Utilization in Early Childhood: Evidence from a Regression Discontinuity Design," American Economic Journal: Economic Policy, American Economic Association, vol. 12(3), pages 238-278, August.
    4. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    5. Tzu-Ting Yang & Hsing-Wen Han & Hsien-Ming Lien, 2014. "Patient Cost-Sharing and Healthcare Utilization in Early Childhood: Evidence from a Regression Discontinuity Design," Working Papers 14C003, Canadian Centre for Health Economics.
    6. Mauricio Villamizar‐Villegas & Freddy A. Pinzon‐Puerto & Maria Alejandra Ruiz‐Sanchez, 2022. "A comprehensive history of regression discontinuity designs: An empirical survey of the last 60 years," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1130-1178, September.
    7. Zaresani, Arezou, 2020. "Adjustment cost and incentives to work: Evidence from a disability insurance program," Journal of Public Economics, Elsevier, vol. 188(C).
    8. Beatty, Timothy K.M. & Blow, Laura & Crossley, Thomas F. & O'Dea, Cormac, 2014. "Cash by any other name? Evidence on labeling from the UK Winter Fuel Payment," Journal of Public Economics, Elsevier, vol. 118(C), pages 86-96.
    9. Christelis, Dimitris & Georgarakos, Dimitris & Sanz-de-Galdeano, Anna, 2020. "The impact of health insurance on stockholding: A regression discontinuity approach," Journal of Health Economics, Elsevier, vol. 69(C).
    10. David Wilkinson & Rebecca Riley, 2011. "The UK Minimum Wage at Age 22: A Regression Discontinuity Approach," National Institute of Economic and Social Research (NIESR) Discussion Papers 378, National Institute of Economic and Social Research.
    11. Robert W. Fairlie & Kanika Kapur & Susan Gates, 2016. "Job Lock: Evidence from a Regression Discontinuity Design," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 55(1), pages 92-121, January.
    12. Philippe Ruh & Stefan Staubli, 2019. "Financial Incentives and Earnings of Disability Insurance Recipients: Evidence from a Notch Design," American Economic Journal: Economic Policy, American Economic Association, vol. 11(2), pages 269-300, May.
    13. Sanz, Carlos, 2020. "Direct democracy and government size: evidence from Spain," Political Science Research and Methods, Cambridge University Press, vol. 8(4), pages 630-645, October.
    14. Dong, Yingying, 2010. "Jumpy or Kinky? Regression Discontinuity without the Discontinuity," MPRA Paper 25461, University Library of Munich, Germany.
    15. Feng, Jin & Song, Hong & Wang, Zhen, 2020. "The elderly's response to a patient cost-sharing policy in health insurance: Evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 169(C), pages 189-207.
    16. Blaise Melly & Rafael Lalive, 2020. "Estimation, Inference, and Interpretation in the Regression Discontinuity Design," Diskussionsschriften dp2016, Universitaet Bern, Departement Volkswirtschaft.
    17. Huber, Martin, 2019. "An introduction to flexible methods for policy evaluation," FSES Working Papers 504, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
    18. Myhre, Andreas, 2021. "Intensive and Extensive Margin Labor Supply Responses to Kinks in Disability Insurance Programs," MPRA Paper 109547, University Library of Munich, Germany.
    19. Naimi Johansson & Niklas Jakobsson & Mikael Svensson, 2019. "Effects of primary care cost-sharing among young adults: varying impact across income groups and gender," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(8), pages 1271-1280, November.
    20. Richard Dickens & Rebecca Riley & David Wilkinson, 2011. "The UK Minimum Wage at Age 22: A Regression Discontinuity Approach," Working Paper Series 2111, Department of Economics, University of Sussex Business School.

    More about this item

    Keywords

    Disability insurance; Moral hazard; Hysterectomy; Oophorectomy;
    All these keywords.

    JEL classification:

    • I00 - Health, Education, and Welfare - - General - - - General
    • I10 - Health, Education, and Welfare - - Health - - - General
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

    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:eee:jhecon:v:66:y:2019:i:c:p:1-17. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/505560 .

    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.