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Regression discontinuity design (in Russian)

Author

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  • Anton Nivorozhkin

    (Institute for Employment Research, Nuremberg, Germany)

Abstract

This essay presents a brief review of the theory and empirical implementation of the discontinuity design for estimation of treatment effects of programs. Using published studies as examples, we consider the main difficulties in applications of the discontinuity design in practice and interpretation of results.

Suggested Citation

  • Anton Nivorozhkin, 2009. "Regression discontinuity design (in Russian)," Quantile, Quantile, issue 7, pages 1-8, September.
    • Handle: RePEc:qnt:quantl:y:2009:i:7:p:1-8
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    References listed on IDEAS

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    1. Michael Els & Dieter von Fintel, 2008. "Residential Property Prices in a Sub-Market of South Africa: Separating Real Growth from Attribute Growth," Working Papers 14/2008, Stellenbosch University, Department of Economics.
    2. Lalive, Rafael, 2008. "How do extended benefits affect unemployment duration A regression discontinuity approach," Journal of Econometrics, Elsevier, vol. 142(2), pages 785-806, February.
    3. Mary Lawhon, 2013. ". Edited by Catherine Alexander and Joshua Reno," Economic Geography, Taylor & Francis Journals, vol. 89(4), pages 435-436, October.
    4. Chen, Susan & van der Klaauw, Wilbert, 2008. "The work disincentive effects of the disability insurance program in the 1990s," Journal of Econometrics, Elsevier, vol. 142(2), pages 757-784, February.
    5. David S. Lee & Thomas Lemieux, 2009. "Regression Discontinuity Designs In Economics," Working Papers 1118, Princeton University, Department of Economics, Industrial Relations Section..
    6. 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.
    7. Jessica Alcorn & John Rupp & John D. Graham, 2017. "Attitudes Toward “Fracking”: Perceived and Actual Geographic Proximity," Review of Policy Research, Policy Studies Organization, vol. 34(4), pages 504-536, July.
    8. Prieto Rosas, Victoria, 2016. "Las consecuencias de quedarse y de volver en el empleo de los uruguayos que migraron a España," Notas de Población, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), June.
    9. Rebecca Fauth & Samantha Parsons & Lucinda Platt, 2014. "Convergence or divergence? A longitudinal analysis of behaviour problems among disabled and non-disabled children aged 3 to 7 in England," DoQSS Working Papers 14-13, Quantitative Social Science - UCL Social Research Institute, University College London.
    10. Egnal, Marc, 1993. "Early Modern - Perry of London: A Family and a Firm on the Seaborne Frontier, 1615–1753. By Jacob M. Price. Cambridge: Harvard University Press, 1992. Pp. xiv, 191. $30.00," The Journal of Economic History, Cambridge University Press, vol. 53(4), pages 929-930, December.
    11. Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, vol. 69(1), pages 201-209, January.
    12. 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.
    13. Heckman, James J. & Lalonde, Robert J. & Smith, Jeffrey A., 1999. "The economics and econometrics of active labor market programs," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 31, pages 1865-2097, Elsevier.
    14. Hipp, Christiane & Grupp, Hariolf, 2005. "Innovation in the service sector: The demand for service-specific innovation measurement concepts and typologies," Research Policy, Elsevier, vol. 34(4), pages 517-535, May.
    15. Wilbert van der Klaauw, 2002. "Estimating the Effect of Financial Aid Offers on College Enrollment: A Regression-Discontinuity Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(4), pages 1249-1287, November.
    16. Lee, David S., 2008. "Randomized experiments from non-random selection in U.S. House elections," Journal of Econometrics, Elsevier, vol. 142(2), pages 675-697, February.
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    1. Nivorozhkina, Ludmila & Nivorozhkin, Anton & Abazieva, Kamilla, 2010. "Drop in consumption associated with retirement. The regression discontinuity design approach," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 19(3), pages 112-126.
    2. Kossova, Elena & Kosorukova, Mariia, 2023. "Estimation of the treatment effect of higher education on health: Comparison of the multivariate recursive probit model and matching," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 69, pages 65-90.
    3. Demidova, Olga, 2021. "Methods of spatial econometrics and evaluation of government programs effectiveness," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 64, pages 107-134.
    4. Ratnikova, Tatiana & Kopytok, Vitovt, 2019. "The effects of compulsory military service on income and wages in Russia," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 55, pages 51-72.

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