Waiting times and socioeconomic status: does sample selection matter?
AbstractAn increasing amount of empirical evidence suggests that patients with higher socioeconomic status wait less within publicly-funded hospitals to receive non-emergency (elective) surgery. Using data from Australia, we investigate the extent to which such gradient can be explained by sample selection, with richer patients being more likely to opt for treatment in the private sector when faced with waiting times in the public sector. We show that, once the potential biases introduced by sample selection are taken into account, the gradient between waiting times and socioeconomic status reduces significantly in size but does not disappear.
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Bibliographic InfoPaper provided by HEDG, c/o Department of Economics, University of York in its series Health, Econometrics and Data Group (HEDG) Working Papers with number 11/22.
Date of creation: Jul 2011
Date of revision:
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Hospital Waiting Times; Socio-economic Gradient; Quantile regression with sample selection; Heckman model;
Other versions of this item:
- Sharma, Anurag & Siciliani, Luigi & Harris, Anthony, 2013. "Waiting times and socioeconomic status: Does sample selection matter?," Economic Modelling, Elsevier, vol. 33(C), pages 659-667.
- I10 - Health, Education, and Welfare - - Health - - - General
- C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
- C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Koenker,Roger, 2005.
Cambridge University Press, number 9780521608275, November.
- Stephen Martin & Peter C. Smith, 2003. "Using panel methods to model waiting times for National Health Service surgery," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 166(3), pages 369-387.
- Iversen, Tor, 1997. "The effect of a private sector on the waiting time in a national health service," Journal of Health Economics, Elsevier, vol. 16(4), pages 381-396, August.
- Pagan,Adrian & Ullah,Aman, 1999.
Cambridge University Press, number 9780521586115, November.
- Olivella, Pau, 2003. "Shifting public-health-sector waiting lists to the private sector," European Journal of Political Economy, Elsevier, vol. 19(1), pages 103-132, March.
- Daniele Fabbri & Chiara Monfardini, 2006.
"Rationing the Public Provision of Health Care in the Presence of Private Supplements: Evidence from the Italian NHS,"
Health, Econometrics and Data Group (HEDG) Working Papers
06/14, HEDG, c/o Department of Economics, University of York.
- Fabbri, Daniele & Monfardini, Chiara, 2009. "Rationing the public provision of healthcare in the presence of private supplements: Evidence from the Italian NHS," Journal of Health Economics, Elsevier, vol. 28(2), pages 290-304, March.
- Daniele Fabbri & Chiara Monfardini, 2006. "Rationing The Public Provision Of Healthcare In The Presence Of Private Supplements: Evidence From The Italian Nhs," CHILD Working Papers wp21_06, CHILD - Centre for Household, Income, Labour and Demographic economics - ITALY.
- Gallant, A Ronald & Nychka, Douglas W, 1987. "Semi-nonparametric Maximum Likelihood Estimation," Econometrica, Econometric Society, vol. 55(2), pages 363-90, March.
- Maurice March & Fred Schroyen, 2005. "Can a Mixed Health Care System be Desirable on Equity Grounds?," Scandinavian Journal of Economics, Wiley Blackwell, vol. 107(1), pages 1-23, 03.
- Luigi Siciliani & Rossella Verzulli, 2009. "Waiting times and socioeconomic status among elderly Europeans: evidence from SHARE," Health Economics, John Wiley & Sons, Ltd., vol. 18(11), pages 1295-1306.
- Peter Sivey, 2012.
"The effect of waiting time and distance on hospital choice for English cataract patients,"
John Wiley & Sons, Ltd., vol. 21(4), pages 444-456, 04.
- Peter Sivey, 2010. "The effect of waiting time and distance on hospital choice for English cataract patients," Health, Econometrics and Data Group (HEDG) Working Papers 10/09, HEDG, c/o Department of Economics, University of York.
- Peter Sivey, 2010. "The Effect of Waiting Time and Distance on Hospital Choice for English Cataract Patients," Melbourne Institute Working Paper Series wp2010n10, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
- Gravelle, Hugh & Siciliani, Luigi, 2008. "Optimal quality, waits and charges in health insurance," Journal of Health Economics, Elsevier, vol. 27(3), pages 663-674, May.
- Heckman, James, 2013.
"Sample selection bias as a specification error,"
Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
- Melenberg, Bertrand & van Soest, Arthur, 1996.
"Parametric and Semi-parametric Modelling of Vacation Expenditures,"
Journal of Applied Econometrics,
John Wiley & Sons, Ltd., vol. 11(1), pages 59-76, Jan.-Feb..
- Melenberg, B. & Soest, A.H.O. van, 1996. "Parametric and semi-parametric modelling of vacation expenditures," Open Access publications from Tilburg University urn:nbn:nl:ui:12-72214, Tilburg University.
- Melenberg, B. & Soest, A.H.O. van, 1991. "Parametric and semi-parametric modelling of vacation expenditures," Discussion Paper 1991-44, Tilburg University, Center for Economic Research.
- Melenberg, B. & Van Soest, A., 1991. "Parametric and Semi-parametric Modelling of Vocation Expenditures," Papers 9144, Tilburg - Center for Economic Research.
- Lindsay, Cotton M & Feigenbaum, Bernard, 1984. "Rationing by Waiting Lists," American Economic Review, American Economic Association, vol. 74(3), pages 404-17, June.
- Laudicella, M.; & Siciliani, L.; & Cookson, R.;, 2010.
"Waiting Times and Socioeconomic Status: Evidence from England,"
Health, Econometrics and Data Group (HEDG) Working Papers
10/05, HEDG, c/o Department of Economics, University of York.
- Laudicella, Mauro & Siciliani, Luigi & Cookson, Richard, 2012. "Waiting times and socioeconomic status: Evidence from England," Social Science & Medicine, Elsevier, vol. 74(9), pages 1331-1341.
- Mark Stewart, 2002.
"Semi-nonparametric estimation of extended ordered probit models,"
United Kingdom Stata Users' Group Meetings 2003
04, Stata Users Group.
- Mark B. Stewart, 2004. "Semi-nonparametric estimation of extended ordered probit models," Stata Journal, StataCorp LP, vol. 4(1), pages 27-39, March.
- Martin, Stephen & Rice, Nigel & Jacobs, Rowena & Smith, Peter, 2007. "The market for elective surgery: Joint estimation of supply and demand," Journal of Health Economics, Elsevier, vol. 26(2), pages 263-285, March.
- Martin, Stephen & Smith, Peter C., 1999. "Rationing by waiting lists: an empirical investigation," Journal of Public Economics, Elsevier, vol. 71(1), pages 141-164, January.
- Meliyanni Johar & Glenn Jones & Michael Keane & Elizabeth Savage & Olena Stavrunova, 2010. "Differences in waiting times for elective admissions in NSW public hospitals: A decomposition analysis by non-clinical factors. CHERE Working Paper 2010/7," Working Papers 2010/7, CHERE, University of Technology, Sydney.
- Oddvar Kaarboe & Fredrik Carlsen, 2014.
"Waiting Times And Socioeconomic Status. Evidence From Norway,"
John Wiley & Sons, Ltd., vol. 23(1), pages 93-107, 01.
- Carlsen, Fredrik & Kaarbøe, Oddvar Martin, 2010. "Waiting times and socioeconomic status. Evidence from Norway," Working Papers in Economics 08/10, University of Bergen, Department of Economics.
- Giuseppe De Luca, 2008. "SNP and SML estimation of univariate and bivariate binary-choice models," Stata Journal, StataCorp LP, vol. 8(2), pages 190-220, June.
- Hoel, Michael & Saether, Erik Magnus, 2003. "Public health care with waiting time: the role of supplementary private health care," Journal of Health Economics, Elsevier, vol. 22(4), pages 599-616, July.
- Daniel P. Kessler & Mark B. McClellan, 2000. "Is Hospital Competition Socially Wasteful?," The Quarterly Journal of Economics, MIT Press, vol. 115(2), pages 577-615, May.
- Moshe Buchinsky, 1998. "The dynamics of changes in the female wage distribution in the USA: a quantile regression approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 13(1), pages 1-30.
Blog mentionsAs found by EconAcademics.org, the blog aggregator for Economics research:
- Things you should know about private health insurance rebates
by Anthony Harris, Director of the Centre for Health Economics at Monash University in The Conversation on 2013-07-01 04:45:45
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