IDEAS home Printed from https://ideas.repec.org/a/wly/hlthec/v23y2014i11p1340-1352.html
   My bibliography  Save this article

Quality–Quantity Decomposition Of Income Elasticity Of U.S. Hospital Care Expenditure Using State‐Level Panel Data

Author

Listed:
  • Weiwei Chen
  • Albert Okunade
  • Gregory G. Lubiani

Abstract

Economic theory suggests that income growth could lead to changes in consumption quantity and quality as the spending on a commodity changes. Similarly, the volume and quality of healthcare consumption could rise with incomes because of demographic changes, usage of innovative medical technologies, and other factors. Hospital healthcare spending is the largest component of aggregate US healthcare expenditures. The novel contribution of our paper is estimating and decomposing the income elasticity of hospital care expenditures (HOCEXP) into its quantity and quality components. By using a 1999–2008 panel dataset of the 50 US states, results from the seemingly unrelated regressions model estimation reveal the income elasticity of HOCEXP to be 0.427 (std. error = 0.044), with about 0.391 (calculated std. error = 0.044) arising from care quality improvements and 0.035 (std. error = 0.050) emanating from the rise in usage volume. Our novel research findings suggest the following: (i) the quantity part of hospital expenditure is inelastic to income change; (ii) almost the entire income‐induced rise in hospital expenditure comes from care quality changes; and (iii) the 0.427 income elasticity of HOCEXP, the largest component of total US healthcare expenditure, makes hospital care a normal commodity and a much stronger technical necessity than aggregate healthcare. Policy implications are discussed. Copyright © 2013 John Wiley & Sons, Ltd.

Suggested Citation

  • Weiwei Chen & Albert Okunade & Gregory G. Lubiani, 2014. "Quality–Quantity Decomposition Of Income Elasticity Of U.S. Hospital Care Expenditure Using State‐Level Panel Data," Health Economics, John Wiley & Sons, Ltd., vol. 23(11), pages 1340-1352, November.
  • Handle: RePEc:wly:hlthec:v:23:y:2014:i:11:p:1340-1352
    DOI: 10.1002/hec.2986
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/hec.2986
    Download Restriction: no

    File URL: https://libkey.io/10.1002/hec.2986?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
    ---><---

    References listed on IDEAS

    as
    1. Tullio Jappelli & Luigi Pistaferri & Guglielmo Weber, 2007. "Health care quality, economic inequality, and precautionary saving," Health Economics, John Wiley & Sons, Ltd., vol. 16(4), pages 327-346, April.
    2. Mark Bils & Peter J. Klenow, 2001. "Quantifying Quality Growth," American Economic Review, American Economic Association, vol. 91(4), pages 1006-1030, September.
    3. Deaton, Angus, 1988. "Quality, Quantity, and Spatial Variation of Price," American Economic Review, American Economic Association, vol. 78(3), pages 418-430, June.
    4. Joan Costa‐Font & Marin Gemmill & Gloria Rubert, 2011. "Biases in the healthcare luxury good hypothesis?: a meta‐regression analysis," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 174(1), pages 95-107, January.
    5. Okunade, Albert A. & Murthy, Vasudeva N. R., 2002. "Technology as a 'major driver' of health care costs: a cointegration analysis of the Newhouse conjecture," Journal of Health Economics, Elsevier, vol. 21(1), pages 147-159, January.
    6. Edgar A. Peden & Mark S. Freeland, 1998. "Insurance effects on US medical spending (1960–1993)," Health Economics, John Wiley & Sons, Ltd., vol. 7(8), pages 671-687, December.
    7. Getzen, Thomas E., 2000. "Health care is an individual necessity and a national luxury: applying multilevel decision models to the analysis of health care expenditures," Journal of Health Economics, Elsevier, vol. 19(2), pages 259-270, March.
    8. Aizcorbe, Ana & Nestoriak, Nicole, 2011. "Changing mix of medical care services: Stylized facts and implications for price indexes," Journal of Health Economics, Elsevier, vol. 30(3), pages 568-574, May.
    9. Gale, H. Frederick, Jr. & Huang, Kuo S., 2007. "Demand For Food Quantity And Quality In China," Economic Research Report 7252, United States Department of Agriculture, Economic Research Service.
    10. Baoping Shang & Dana Goldman, 2008. "Does age or life expectancy better predict health care expenditures?," Health Economics, John Wiley & Sons, Ltd., vol. 17(4), pages 487-501, April.
    11. Akin, John S. & Guilkey, David K. & Hazel?Denton, E., 1995. "Quality of services and demand for health care in Nigeria: A multinomial probit estimation," Social Science & Medicine, Elsevier, vol. 40(11), pages 1527-1537, June.
    12. Frank Lichtenberg, 2011. "The quality of medical care, behavioral risk factors, and longevity growth," International Journal of Health Economics and Management, Springer, vol. 11(1), pages 1-34, March.
    13. Michal Paluch & Alois Kneip & Werner Hildenbrand, 2012. "Individual Versus Aggregate Income Elasticities For Heterogeneous Populations," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(5), pages 847-869, August.
    14. Joseph P. Newhouse, 1992. "Medical Care Costs: How Much Welfare Loss?," Journal of Economic Perspectives, American Economic Association, vol. 6(3), pages 3-21, Summer.
    15. Joseph P. Newhouse & Charles E. Phelps, 1976. "New Estimates of Price and Income Elasticities of Medical Care Services," NBER Chapters, in: The Role of Health Insurance in the Health Services Sector, pages 261-320, National Bureau of Economic Research, Inc.
    16. David C. Grabowski, 2001. "Does an Increase in the Medicaid Reimbursement Rate Improve Nursing Home Quality?," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 56(2), pages 84-93.
    17. Paul J. Gertler, 1985. "A Decomposition of the Elasticity of Medicaid Nursing Home Expenditures Into Price, Quality, and Quantity Effects," NBER Working Papers 1751, National Bureau of Economic Research, Inc.
    18. W. Whitney Hicks & S. R. Johnson, 1968. "Quantity and Quality Components for Income Elasticities of Demand for Food," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 50(5), pages 1512-1517.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Gregory G. Lubiani & Albert A. Okunade & Weiwei Chen, 2018. "Income Elasticity Decomposition Models and Determinants of U.S. Pharmaceutical Expenditures," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 46(4), pages 389-403, December.
    2. Thierry Nianogo & Albert Okunade & Demba Fofana & Weiwei Chen, 2016. "Determinants of US Prescription Drug Utilization using County Level Data," Health Economics, John Wiley & Sons, Ltd., vol. 25(5), pages 606-619, May.
    3. Svetlana N. Beilfuss & James A. Thornton, 2016. "Pathways and Hidden Benefits of Healthcare Spending Growth in the U.S," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 44(3), pages 363-375, September.
    4. Mehdi Barati & Hadiseh Fariditavana, 2020. "Asymmetric effect of income on the US healthcare expenditure: evidence from the nonlinear autoregressive distributed lag (ARDL) approach," Empirical Economics, Springer, vol. 58(4), pages 1979-2008, April.

    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. Mauro Laudicella & Paolo Li Donni & Kim Rose Olsen & Dorte Gyrd‐Hansen, 2022. "Age, morbidity, or something else? A residual approach using microdata to measure the impact of technological progress on health care expenditure," Health Economics, John Wiley & Sons, Ltd., vol. 31(6), pages 1184-1201, June.
    2. Rodrigo R. Soares & Rudi Rocha & Michel Szklo, 2021. "American Delusion: Life Expectancy and Welfare in the US from an International Perspective," Working Papers 13, Instituto de Estudos para Políticas de Saúde.
    3. Mehdi Barati & Hadiseh Fariditavana, 2020. "Asymmetric effect of income on the US healthcare expenditure: evidence from the nonlinear autoregressive distributed lag (ARDL) approach," Empirical Economics, Springer, vol. 58(4), pages 1979-2008, April.
    4. Wong, Albert & Wouterse, Bram & Slobbe, Laurentius C.J. & Boshuizen, Hendriek C. & Polder, Johan J., 2012. "Medical innovation and age-specific trends in health care utilization: Findings and implications," Social Science & Medicine, Elsevier, vol. 74(2), pages 263-272.
    5. Stefan Schiman, 2013. "Langfristige Perspektiven der öffentlichen Finanzen in Österreich. Projektionen des Staatshaushalts bis 2050," WIFO Studies, WIFO, number 46670.
    6. Felipa de Mello-Sampayo & Sofia de Sousa-Vale, 2014. "Financing Health Care Expenditure in the OECD Countries: Evidence from a Heterogeneous, Cross-Sectional Dependent Panel," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 61(2), pages 207-225, March.
    7. Stefan Schiman-Vukan, 2022. "Langfristige Perspektiven der öffentlichen Finanzen in Österreich," WIFO Studies, WIFO, number 70395.
    8. Karine Lamiraud & Stephane Lhuillery, 2016. "Endogenous Technology Adoption and Medical Costs," Health Economics, John Wiley & Sons, Ltd., vol. 25(9), pages 1123-1147, September.
    9. Joan Costa‐Font & Marin Gemmill & Gloria Rubert, 2011. "Biases in the healthcare luxury good hypothesis?: a meta‐regression analysis," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 174(1), pages 95-107, January.
    10. Badi H. Baltagi & Raffaele Lagravinese & Francesco Moscone & Elisa Tosetti, 2017. "Health Care Expenditure and Income: A Global Perspective," Health Economics, John Wiley & Sons, Ltd., vol. 26(7), pages 863-874, July.
    11. Felipa de Mello-Sampayo & Sofia de Sousa-Vale, 2014. "Financing Health Care Expenditure in the OECD Countries: Evidence from a Heterogeneous, Cross-Sectional Dependent Panel," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 61(2), pages 207-225.
    12. Dunn, Abe, 2016. "Health insurance and the demand for medical care: Instrumental variable estimates using health insurer claims data," Journal of Health Economics, Elsevier, vol. 48(C), pages 74-88.
    13. Christine de la Maisonneuve & Rodrigo Moreno‐Serra & Fabrice Murtin & Joaquim Oliveira Martins, 2017. "The Role of Policy and Institutions on Health Spending," Health Economics, John Wiley & Sons, Ltd., vol. 26(7), pages 834-843, July.
    14. Fan, Victoria Y. & Savedoff, William D., 2014. "The health financing transition: A conceptual framework and empirical evidence," Social Science & Medicine, Elsevier, vol. 105(C), pages 112-121.
    15. Kamil Dybczak & Bartosz Przywara, 2010. "The role of technology in health care expenditure in the EU," European Economy - Economic Papers 2008 - 2015 400, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    16. Murthy, Vasudeva N.R. & Okunade, Albert A., 2016. "Determinants of U.S. health expenditure: Evidence from autoregressive distributed lag (ARDL) approach to cointegration," Economic Modelling, Elsevier, vol. 59(C), pages 67-73.
    17. repec:dau:papers:123456789/7972 is not listed on IDEAS
    18. Joan Costa‐Font & Jordi Pons‐Novell, 2007. "Public health expenditure and spatial interactions in a decentralized national health system," Health Economics, John Wiley & Sons, Ltd., vol. 16(3), pages 291-306, March.
    19. Xiaohui You & Albert A. Okunade, 2017. "Income and Technology as Drivers of Australian Healthcare Expenditures," Health Economics, John Wiley & Sons, Ltd., vol. 26(7), pages 853-862, July.
    20. Chee-Ruey Hsieh & Ya-Ming Liu & Chia-Lin Chang, 2013. "Endogenous technological change in medicine and its impact on healthcare costs: evidence from the pharmaceutical market in Taiwan," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 14(2), pages 287-295, April.
    21. Fabio Pammolli & Massimo Riccaboni & Laura Magazzini, 2012. "The sustainability of European health care systems: beyond income and aging," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 13(5), pages 623-634, October.

    More about this item

    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:wly:hlthec:v:23:y:2014:i:11:p:1340-1352. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/5749 .

    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.