IDEAS home Printed from https://ideas.repec.org/p/fer/wpaper/105.html
   My bibliography  Save this paper

Using a Kinked Policy Rule to Estimate the Effect of Experience Rating on Disability Inflow

Author

Listed:
  • Kyyrä, Tomi
  • Paukkeri, Tuuli

Abstract

We study whether the experience rating of employers’ disability insurance premiums affects the inflow to disability benefits in Finland. To identify the causal effect of experience rating, we exploit “kinks†in the rule that specifies the degree of experience rating as a function of firm size. Using comprehensive matched employer-employee panel data, we estimate the effects of experience rating on the inflow to sickness and disability benefits. Our results suggest that experience rating has reduced the disability inflow among men under age 50. For other groups we find no significant effects, yet we cannot rule out relatively small effects.

Suggested Citation

  • Kyyrä, Tomi & Paukkeri, Tuuli, 2018. "Using a Kinked Policy Rule to Estimate the Effect of Experience Rating on Disability Inflow," Working Papers 105, VATT Institute for Economic Research.
  • Handle: RePEc:fer:wpaper:105
    as

    Download full text from publisher

    File URL: https://www.doria.fi/handle/10024/152962
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. John W. Ruser, 1985. "Workers' Compensation Insurance, Experience-Rating, and Occupational Injuries," RAND Journal of Economics, The RAND Corporation, vol. 16(4), pages 487-503, Winter.
    2. Petri Bockerman & Ohto Kanninen & Ilpo Suoniemi, 2014. "A Kink that Makes you Sick: the Effect of Sick Pay on Absence in a Social Insurance System," Discussion Papers 97, Aboa Centre for Economics.
    3. repec:aei:rpbook:24945 is not listed on IDEAS
    4. de Groot, Nynke & Koning, Pierre, 2016. "Assessing the effects of disability insurance experience rating. The case of The Netherlands," Labour Economics, Elsevier, vol. 41(C), pages 304-317.
    5. David Card & David S. Lee & Zhuan Pei & Andrea Weber, 2015. "Inference on Causal Effects in a Generalized Regression Kink Design," Econometrica, Econometric Society, vol. 83, pages 2453-2483, November.
    6. David H. Autor, 2015. "The unsustainable rise of the disability rolls in the United States: causes, consequences and policy options," Chapters, in: John Karl Scholz & Hyungypo Moon & Sang-Hyup Lee (ed.), Social Policies in an Age of Austerity, chapter 5, pages 107-136, Edward Elgar Publishing.
    7. Pierre Koning, 2009. "Experience Rating and the Inflow into Disability Insurance," De Economist, Springer, vol. 157(3), pages 315-335, September.
    8. Rothstein, Jesse & Rouse, Cecilia Elena, 2011. "Constrained after college: Student loans and early-career occupational choices," Journal of Public Economics, Elsevier, vol. 95(1-2), pages 149-163, February.
    9. Jonathan Guryan, 2001. "Does Money Matter? Regression-Discontinuity Estimates from Education Finance Reform in Massachusetts," NBER Working Papers 8269, National Bureau of Economic Research, Inc.
    10. Helena Skyt Nielsen & Torben Sørensen & Christopher Taber, 2010. "Estimating the Effect of Student Aid on College Enrollment: Evidence from a Government Grant Policy Reform," NBER Chapters, in: Income Taxation, Trans-Atlantic Public Economics Seminar (TAPES), pages 185-215, National Bureau of Economic Research, Inc.
    11. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    12. Pilar García-Gómez & Hans-Martin Gaudecker & Maarten Lindeboom, 2011. "Health, disability and work: patterns for the working age population," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 18(2), pages 146-165, April.
    13. Richard Burkhauser & Mary C. Daly, 2011. "The Declining Work and Welfare of People with Disabilities," Books, American Enterprise Institute, number 7631, September.
    14. Bruce, Christopher J & Atkins, Frank J, 1993. "Efficiency Effects of Premium-Setting Regimes under Workers' Compensation: Canada and the United States," Journal of Labor Economics, University of Chicago Press, vol. 11(1), pages 38-69, January.
    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. Kyyrä, Tomi & Paukkeri, Tuuli, 2018. "Does experience rating reduce sickness and disability claims? Evidence from policy kinks," Journal of Health Economics, Elsevier, vol. 61(C), pages 178-192.
    2. Kyyrä, Tomi & Tuomala, Juha, 2013. "Does experience rating reduce disability inflow?," Working Papers 46, VATT Institute for Economic Research.
    3. Nynke de Groot & Pierre Koning, 2022. "A burden too big to bear? The effect of experience‐rated disability insurance premiums on firm bankruptcies and employment," Scandinavian Journal of Economics, Wiley Blackwell, vol. 124(1), pages 214-242, January.
    4. de Groot, Nynke & Koning, Pierre, 2016. "Assessing the effects of disability insurance experience rating. The case of The Netherlands," Labour Economics, Elsevier, vol. 41(C), pages 304-317.
    5. Kyyrä, Tomi & Tuomala, Juha, 2023. "The effects of employers’ disability and unemployment insurance costs on benefit inflows," Labour Economics, Elsevier, vol. 85(C).
    6. Michihito Ando, 2017. "How much should we trust regression-kink-design estimates?," Empirical Economics, Springer, vol. 53(3), pages 1287-1322, November.
    7. Pilar García‐Gómez & Anne C. Gielen, 2018. "Mortality effects of containing moral hazard: Evidence from disability insurance reform," Health Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 606-621, March.
    8. Antti Saastamoinen & Mika Kortelainen, 2020. "When Does Money Stick in Education? Evidence from A Kinked Grant Rule," Education Finance and Policy, MIT Press, vol. 15(4), pages 708-735, Fall.
    9. Dong, Yingying, 2010. "Jumpy or Kinky? Regression Discontinuity without the Discontinuity," MPRA Paper 25461, University Library of Munich, Germany.
    10. David S. Lee & Pauline Leung & Christopher J. O’Leary & Zhuan Pei & Simon Quach, 2021. "Are Sufficient Statistics Necessary? Nonparametric Measurement of Deadweight Loss from Unemployment Insurance," Journal of Labor Economics, University of Chicago Press, vol. 39(S2), pages 455-506.
    11. David Card & David S. Lee & Zhuan Pei & Andrea Weber, 2015. "Inference on Causal Effects in a Generalized Regression Kink Design," Econometrica, Econometric Society, vol. 83, pages 2453-2483, November.
    12. Hansen, Benjamin & Nguyen, Tuan & Waddell, Glen R., 2017. "Benefit Generosity and Injury Duration: Quasi-Experimental Evidence from Regression Kinks," IZA Discussion Papers 10621, Institute of Labor Economics (IZA).
    13. 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.
    14. Lee Myoung-Jae, 2017. "Regression Discontinuity with Errors in the Running Variable: Effect on Truthful Margin," Journal of Econometric Methods, De Gruyter, vol. 6(1), pages 1-8, January.
    15. Zhuan Pei & David Card & David S. Lee & Andrea Weber, 2012. "Nonlinear Policy Rules and the Identification and Estimation of Causal Effects in a Generalized Regression Kink Design," Working Papers 60, Brandeis University, Department of Economics and International Business School.
    16. Bryson, Alex & Dale-Olsen, Harald, 2017. "Does Sick Pay Affect Workplace Absence?," IZA Discussion Papers 11222, Institute of Labor Economics (IZA).
    17. Marianne Simonsen & Lars Skipper & Niels Skipper, 2016. "Price Sensitivity of Demand for Prescription Drugs: Exploiting a Regression Kink Design," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(2), pages 320-337, March.
    18. Montoya, Ana Maria & Noton, Carlos & Solis, Alex, 2018. "The Returns to College Choice: Loans, Scholarships and Labor Outcomes," Working Paper Series 2018:12, Uppsala University, Department of Economics.
    19. Deiana, Claudio & Geraci, Andrea & Mazzarella, Gianluca & Sabatini, Fabio, 2022. "Can relief measures nudge compliance in a public health crisis? Evidence from a kinked fiscal policy rule," Journal of Economic Behavior & Organization, Elsevier, vol. 202(C), pages 407-428.
    20. Petri Böckerman & Ohto Kanninen & Ilpo Suoniemi, 2018. "A kink that makes you sick: The effect of sick pay on absence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 33(4), pages 568-579, June.

    More about this item

    Keywords

    experience rating; disability insurance; early retirement; Social security; taxation and inequality; J14; J26; H32; Sosiaaliturva;
    All these keywords.

    JEL classification:

    • J14 - Labor and Demographic Economics - - Demographic Economics - - - Economics of the Elderly; Economics of the Handicapped; Non-Labor Market Discrimination
    • J26 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Retirement; Retirement Policies
    • H32 - Public Economics - - Fiscal Policies and Behavior of Economic Agents - - - Firm

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:fer:wpaper:105. 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: Anita Niskanen (email available below). General contact details of provider: https://edirc.repec.org/data/vatttfi.html .

    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.