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The role of technology in health care expenditure in the EU

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  • Kamil Dybczak
  • Bartosz Przywara

Abstract

Total health care expenditure in the EU countries accounts for between 4 and 11% of GDP, out of which between 3 and 9% of GDP is financed from public sources. As it accounts for between 10 and 18 % of total government spending, health care is therefore among the most significant items of social public expenditure. In addition, public expenditure on health care has been growing over most of the second half of the 20th century, not only in absolute terms, but also in relation to the national income.The paper analyses past developments of health care expenditure in EU Member States. The methodology used expands the set of standard explanatory variables, such as demographic structure, income and health status of the population, by a variable characterising the effect of the technological progress on health care spending.Subsequently the paper provides a projection of the long-term development of health care expenditure, with the methodology based on the EC-EPC model extended by the impact of technological development.

Suggested Citation

  • 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.
  • Handle: RePEc:euf:ecopap:0400
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    1. Anindya Banerjee, 1999. "Panel Data Unit Roots and Cointegration: An Overview," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 607-629, November.
    2. Productivity Commission, 2005. "Impacts of Advances in Medical Technology in Australia," Research Reports, Productivity Commission, Government of Australia, number 17.
    3. Gerdtham, Ulf-G. & Lothgren, Mickael, 2000. "On stationarity and cointegration of international health expenditure and GDP," Journal of Health Economics, Elsevier, vol. 19(4), pages 461-475, July.
    4. Garry MacDonald & Sandra Hopkins, 2002. "Unit root properties of OECD health care expenditure and GDP data," Health Economics, John Wiley & Sons, Ltd., vol. 11(4), pages 371-376, June.
    5. Clemente, Jesus & Marcuello, Carmen & Montanes, Antonio & Pueyo, Fernando, 2004. "On the international stability of health care expenditure functions: are government and private functions similar?," Journal of Health Economics, Elsevier, vol. 23(3), pages 589-613, May.
    6. 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.
    7. Di Matteo, Livio, 2005. "The macro determinants of health expenditure in the United States and Canada: assessing the impact of income, age distribution and time," Health Policy, Elsevier, vol. 71(1), pages 23-42, January.
    8. Hitiris, Theo & Posnett, John, 1992. "The determinants and effects of health expenditure in developed countries," Journal of Health Economics, Elsevier, vol. 11(2), pages 173-181, August.
    9. Gianluca Baio & Laura Magazzini & Claudia Oglialoro & Fabio Pammolli & Massimo Riccaboni, 2005. "Medical Devices: Competitiveness and Impact on Public Health Expenditure," Working Papers CERM 05-2005, Competitività, Regole, Mercati (CERM).
    10. Dreger, C. & Reimers, H.E., 2005. "Health Care Expenditures in OECD Countries: A Panel Unit Root and Cointegration Analysis," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 2(2), pages 5-20.
    11. Roel van Elk & Esther Mot & P.H. Franses, 2009. "Modelling health care expenditures; overview of the literature and evidence from a panel time series model," CPB Discussion Paper 121, CPB Netherlands Bureau for Economic Policy Analysis.
    12. 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.
    13. Halil Kiymaz & Yasemin Akbulut & Ahmet Demir, 2006. "Tests of stationarity and cointegration of health care expenditure and gross domestic product," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 7(4), pages 285-289, December.
    14. Hansen, Paul & King, Alan, 1996. "The determinants of health care expenditure: A cointegration approach," Journal of Health Economics, Elsevier, vol. 15(1), pages 127-137, February.
    15. Tony Culyer, 1989. "Cost-containment in Europe," Working Papers 062chedp, Centre for Health Economics, University of York.
    16. Nancy Devlin & Paul Hansen, 2001. "Health care spending and economic output: Granger causality," Applied Economics Letters, Taylor & Francis Journals, vol. 8(8), pages 561-564.
    17. Rutten, Frans F. H. & Bonsel, Gouke J., 1992. "High cost technology in health care: A benefit or a burden?," Social Science & Medicine, Elsevier, vol. 35(4), pages 567-577, August.
    18. Carrion-i-Silvestre, Josep Lluis, 2005. "Health care expenditure and GDP: Are they broken stationary?," Journal of Health Economics, Elsevier, vol. 24(5), pages 839-854, September.
    19. 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.
    20. J. Albrecht & M. Neyt & T. Verbeke, 2005. "Bureaucratisation and the growth of health care expenditures in Europe," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 05/335, Ghent University, Faculty of Economics and Business Administration.
    21. Marc Pomp & Suncica Vujic, 2008. "Rising health spending, new medical technology and the Baumol effect," CPB Discussion Paper 115.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    22. Jewell, Todd & Lee, Junsoo & Tieslau, Margie & Strazicich, Mark C., 2003. "Stationarity of health expenditures and GDP: evidence from panel unit root tests with heterogeneous structural breaks," Journal of Health Economics, Elsevier, vol. 22(2), pages 313-323, March.
    23. Blomqvist, A. G. & Carter, R. A. L., 1997. "Is health care really a luxury?," Journal of Health Economics, Elsevier, vol. 16(2), pages 207-229, April.
    24. repec:bla:obuest:v:61:y:1999:i:0:p:607-29 is not listed on IDEAS
    25. Marc Pomp & Suncica Vujic, 2008. "Rising health spending, new medical technology and the Baumol effect," CPB Discussion Paper 115, CPB Netherlands Bureau for Economic Policy Analysis.
    26. Weisbrod, Burton A, 1991. "The Health Care Quadrilemma: An Essay on Technological Change, Insurance, Quality of Care, and Cost Containment," Journal of Economic Literature, American Economic Association, vol. 29(2), pages 523-552, June.
    Full references (including those not matched with items on IDEAS)

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    Cited by:

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    2. Werding, Martin, 2014. "Demographischer Wandel und öffentliche Finanzen: Langfrist-Projektionen 2014-2060 unter besonderer Berücksichtigung des Rentenreform-Pakets der Bundesregierung," Working Papers 01/2014, German Council of Economic Experts / Sachverständigenrat zur Begutachtung der gesamtwirtschaftlichen Entwicklung.
    3. 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.
    4. Levaggi, Rosella & Moretto, Michele & Pertile, Paolo, 2014. "Two-part payments for the reimbursement of investments in health technologies," Health Policy, Elsevier, vol. 115(2), pages 230-236.
    5. Syeda Anam Fatima Rizvi, 2020. "Cost effectiveness of health expenditures: A macro level study for developing and developed countries," Post-Print hal-03341702, HAL.
    6. Jabłonowski, Janusz & Müller, Christoph, 2014. "A fiscal outlook for Poland: Update 2014. Background paper prepared for the World Bank's Country Economic Memorandum (CEM) for Poland," FZG Discussion Papers 54, University of Freiburg, Research Center for Generational Contracts (FZG).
    7. Werding, Martin & Läpple, Benjamin & Schirner, Sebastian, 2024. "Modellrechnungen für den Sechsten Tragfähigkeitsbericht des BMF," FiFo Reports - FiFo-Berichte 33, University of Cologne, FiFo Institute for Public Economics.
    8. 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.
    9. Hofmarcher, Maria M. & Festl, Eva & Bishop-Tarver, Leslie, 2016. "Health sector employment growth calls for improvements in labor productivity," Health Policy, Elsevier, vol. 120(8), pages 894-902.
    10. Rosella Levaggi & Michele Moretto & Paolo Pertile, 2012. "DRGs: the link between investment in technologies and appropriateness," Working Papers 31/2012, University of Verona, Department of Economics.
    11. Błażej Łyszczarz & Ewelina Nojszewska, 2015. "Determinants of health care expenditure in Europe," Collegium of Economic Analysis Annals, Warsaw School of Economics, Collegium of Economic Analysis, issue 39, pages 183-198.
    12. Colombier, Carsten, 2012. "Healthcare expenditure projections up to 2060," MPRA Paper 104919, University Library of Munich, Germany.
    13. Aretz, Bodo & Christofzik, Désirée I. & Scheuering, Uwe & Werding, Martin, 2016. "Auswirkungen der Flüchtlingsmigration auf die langfristige Tragfähigkeit der öffentlichen Finanzen," Working Papers 06/2016, German Council of Economic Experts / Sachverständigenrat zur Begutachtung der gesamtwirtschaftlichen Entwicklung.
    14. Sorenson, Corinna & Drummond, Michael & Bhuiyan Kahn, Beena, 2013. "Medical technology as a key driver of rising health expenditures: disentangling the relationship," LSE Research Online Documents on Economics 48043, London School of Economics and Political Science, LSE Library.
    15. Carsten Colombier, 2018. "Population ageing in healthcare – a minor issue? Evidence from Switzerland," Applied Economics, Taylor & Francis Journals, vol. 50(15), pages 1746-1760, March.
    16. Werding, Martin, 2016. "Modellrechnungen für den vierten Tragfähigkeitsbericht des BMF [Simulations for the 4th Sustainability Report]," FiFo Reports - FiFo-Berichte 20, University of Cologne, FiFo Institute for Public Economics.
    17. Keegan, Conor & Brick, Aoife & Bergin, Adele & Wren, Maev-Ann & Whyte, Richard & Henry, Edward, 2020. "Projections of expenditure for public hospitals in Ireland, 2018–2035, based on the Hippocrates Model," Research Series, Economic and Social Research Institute (ESRI), number RS117.

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    More about this item

    Keywords

    Baltic States financial accelerator dynamic general equilibrium Roeger Lendvai External Deficits in the Baltics 1995 to 2007 Catching Up or Imbalances;

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health
    • H51 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Health
    • J11 - Labor and Demographic Economics - - Demographic Economics - - - Demographic Trends, Macroeconomic Effects, and Forecasts

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