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Waiting times and socioeconomic status: does sample selection matter?

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Abstract

An 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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  • A. Sharma & L. Siciliani & A. Harris, 2011. "Waiting times and socioeconomic status: does sample selection matter?," Health, Econometrics and Data Group (HEDG) Working Papers 11/22, HEDG, c/o Department of Economics, University of York.
  • Handle: RePEc:yor:hectdg:11/22
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    1. 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 09:45:45

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    2. Nicolai Fink Simonsen & Anne Sophie Oxholm & Søren Rud Kristensen & Luigi Siciliani, 2020. "What explains differences in waiting times for health care across socioeconomic status?," Health Economics, John Wiley & Sons, Ltd., vol. 29(12), pages 1764-1785, December.
    3. Megha Swami & Hugh Gravelle & Anthony Scott & Jenny Williams, 2018. "Hours worked by general practitioners and waiting times for primary care," Health Economics, John Wiley & Sons, Ltd., vol. 27(10), pages 1513-1532, October.
    4. Martin, Steve & Siciliani, Luigi & Smith, Peter, 2020. "Socioeconomic inequalities in waiting times for primary care across ten OECD countries," Social Science & Medicine, Elsevier, vol. 263(C).
    5. Silviya Nikolova & Arthur Sinko & Matt Sutton, 2015. "Do maximum waiting time guarantees change clinical priorities for elective treatment? Evidence from Scotland," Working Papers 1501, Academic Unit of Health Economics, Leeds Institute of Health Sciences, University of Leeds.
    6. Namal N. Balasooriya & Jayatilleke S. Bandara & Nicholas Rohde, 2021. "The intergenerational effects of socioeconomic inequality on unhealthy bodyweight," Health Economics, John Wiley & Sons, Ltd., vol. 30(4), pages 729-747, April.
    7. Silvia Angerer & Christian Waibel & Harald Stummer, 2019. "Discrimination in Health Care: A Field Experiment on the Impact of Patients’ Socioeconomic Status on Access to Care," American Journal of Health Economics, MIT Press, vol. 5(4), pages 407-427, Fall.
    8. Gutacker, Nils & Siciliani, Luigi & Cookson, Richard, 2016. "Waiting time prioritisation: Evidence from England," Social Science & Medicine, Elsevier, vol. 159(C), pages 140-151.
    9. Landi, Stefano & Ivaldi, Enrico & Testi, Angela, 2018. "Socioeconomic status and waiting times for health services: An international literature review and evidence from the Italian National Health System," Health Policy, Elsevier, vol. 122(4), pages 334-351.
    10. André Madeira & Victor Moutinho & José Alberto Fuinhas, 2021. "Does waiting times decrease or increase operational costs in short and long-term? Evidence from Portuguese public hospitals," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(8), pages 1195-1216, November.
    11. Moscelli, Giuseppe & Siciliani, Luigi & Gutacker, Nils & Cookson, Richard, 2018. "Socioeconomic inequality of access to healthcare: Does choice explain the gradient?," Journal of Health Economics, Elsevier, vol. 57(C), pages 290-314.
    12. Moscelli, Giuseppe & Gravelle, Hugh & Siciliani, Luigi, 2023. "The effect of hospital choice and competition on inequalities in waiting times," Journal of Economic Behavior & Organization, Elsevier, vol. 205(C), pages 169-201.
    13. Mohammad Hajizadeh, 2018. "Does socioeconomic status affect lengthy wait time in Canada? Evidence from Canadian Community Health Surveys," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(3), pages 369-383, April.
    14. Siciliani, L., 2016. "Waiting Time Policies in the Health Sector," Seminar Briefing 001724, Office of Health Economics.
    15. Nikolova, Silviya & Sinko, Arthur & Sutton, Matt, 2015. "Do maximum waiting times guarantees change clinical priorities for elective treatment? Evidence from Scotland," Journal of Health Economics, Elsevier, vol. 41(C), pages 72-88.

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    More about this item

    Keywords

    Hospital Waiting Times; Socio-economic Gradient; Quantile regression with sample selection; Heckman model;
    All these keywords.

    JEL classification:

    • 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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