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Convergence Analysis of Health Care Expenditure in the EU Countries Using Two Approaches

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  • John Nixon

Abstract

Convergence analysis in economics has largely been confined to macro-indicators such as GDP income and applied within identifiable regions of the world or between developing and developed countries. This paper reports on the application of adapted methods within this discipline to the area of health care expenditure in the countries of the European Union in order to determine if differences in health care spending are diminishing over time. In answering this question we utilise two distinct approaches. The first tests for the presence of s-convergence using cross-sectional data over the period 1960-95 which provides an overall measure of change in dispersion for two chosen variables; total health expenditure as a share of GDP and per capita health expenditure. The second method utilises a panel of data for 1980-95 and tests for the presence of b-convergence in the same variables but also includes per capita income in the derivation of a regression model. Both methods confirm the presence of statistically significant convergence over the periods examined. Our results also identify sub-groupings based on health system typology and graphical representations illustrate which countries are contributing to the observed convergence. Our findings are important as they confirm that greater integration in health expenditure is occurring in the EU.

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  • John Nixon, "undated". "Convergence Analysis of Health Care Expenditure in the EU Countries Using Two Approaches," Discussion Papers 99/3, Department of Economics, University of York.
  • Handle: RePEc:yor:yorken:99/3
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    File URL: https://www.york.ac.uk/media/economics/documents/discussionpapers/1999/9903.pdf
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    1. Sala-i-Martin, Xavier X, 1996. "The Classical Approach to Convergence Analysis," Economic Journal, Royal Economic Society, vol. 106(437), pages 1019-1036, July.
    2. Barro, Robert J & Mankiw, N Gregory & Sala-i-Martin, Xavier, 1995. "Capital Mobility in Neoclassical Models of Growth," American Economic Review, American Economic Association, vol. 85(1), pages 103-115, March.
    3. Bernard, Andrew B. & Durlauf, Steven N., 1996. "Interpreting tests of the convergence hypothesis," Journal of Econometrics, Elsevier, vol. 71(1-2), pages 161-173.
    4. Abadir, Karim M., 1995. "The Limiting Distribution of the t Ratio Under a Unit Root," Econometric Theory, Cambridge University Press, vol. 11(4), pages 775-793, August.
    5. Erich Streissler, 1979. "Growth Models As Diffusion Processes:," Kyklos, Wiley Blackwell, vol. 32(3), pages 571-586, August.
    6. Theo Hitiris, 1997. "Health care expenditure and integration in the countries of the European Union," Applied Economics, Taylor & Francis Journals, vol. 29(1), pages 1-6.
    7. De Long, J Bradford, 1988. "Productivity Growth, Convergence, and Welfare: Comment," American Economic Review, American Economic Association, vol. 78(5), pages 1138-1154, December.
    8. Sala-i-Martin, Xavier X., 1996. "Regional cohesion: Evidence and theories of regional growth and convergence," European Economic Review, Elsevier, vol. 40(6), pages 1325-1352, June.
    9. Barro, Robert J & Sala-i-Martin, Xavier, 1992. "Convergence," Journal of Political Economy, University of Chicago Press, vol. 100(2), pages 223-251, April.
      • Barro, R.J. & Sala-I-Martin, X., 1991. "Convergence," Papers 645, Yale - Economic Growth Center.
      • Barro, Robert J. & Sala-i-Martin, Xavier, 1992. "Convergence," Scholarly Articles 3451299, Harvard University Department of Economics.
    10. Boyle, G E & McCarthy, T G, 1997. "A Simple Measure of Beta-Convergence," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 59(2), pages 257-264, May.
    11. Baumol, William J, 1986. "Productivity Growth, Convergence, and Welfare: What the Long-run Data Show," American Economic Review, American Economic Association, vol. 76(5), pages 1072-1085, December.
    12. Abadir, K.M., 1992. "The Limiting Distribution of the T Ratio Under a Unit Root," Papers 1992-2, American Cairo - Economics and Political Sciences.
    13. Erich Streissler, 1979. "Growth Models As Diffusion Processes," Kyklos, Wiley Blackwell, vol. 32(1‐2), pages 251-269, February.
    14. Chatterji, Monojit, 1992. "Convergence Clubs and Endogenous Growth," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 8(4), pages 57-69, Winter.
    15. Joseph P. Newhouse, 1977. "Medical-Care Expenditure: A Cross-National Survey," Journal of Human Resources, University of Wisconsin Press, vol. 12(1), pages 115-125.
    16. Robert J. Barro & Xavier Sala-i-Martin, 1991. "Convergence across States and Regions," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 22(1), pages 107-182.
    17. Streissler, Erich, 1979. "Growth Models as Diffusion Processes," Kyklos, Wiley Blackwell, vol. 32(1/2), pages 251-269.
    18. Friedman, Milton, 1992. "Do Old Fallacies Ever Die?," Journal of Economic Literature, American Economic Association, vol. 30(4), pages 2129-2132, December.
    19. repec:cup:etheor:v:11:y:1995:i:4:p:775-93 is not listed on IDEAS
    20. M Chatterji, "undated". "Convergence Clubs And Endogenous Growth," Dundee Discussion Papers in Economics 039, Economic Studies, University of Dundee.
    21. Bliss, Christopher, 1999. "Galton's Fallacy and Economic Convergence," Oxford Economic Papers, Oxford University Press, vol. 51(1), pages 4-14, January.
    22. Barro, Robert T. & Sala-I-Martin, Xavier, 1992. "Regional growth and migration: A Japan-United States comparison," Journal of the Japanese and International Economies, Elsevier, vol. 6(4), pages 312-346, December.
    23. Button, Kenneth J & Pentecost, Eric J, 1995. "Testing for Convergence of the EU Regional Economies," Economic Inquiry, Western Economic Association International, vol. 33(4), pages 664-671, October.
    24. 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.
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    Cited by:

    1. Andrea Leiter & Engelbert Theurl, 2012. "The convergence of health care financing structures: empirical evidence from OECD-countries," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 13(1), pages 7-18, February.
    2. Tiia P¸ss & Mare Viies, 2004. "Changes in Socio-Demographic Situation and Social Convergence," Working Papers 114, Tallinn School of Economics and Business Administration, Tallinn University of Technology.
    3. Fallahi, Firouz, 2011. "Convergence of Total Health Expenditure as a Share of GDP: Evidence from Selected OECD Countries," MPRA Paper 51324, University Library of Munich, Germany.
    4. Tomasz Rokicki & Aleksandra Perkowska & Marcin Ratajczak, 2020. "Differentiation in Healthcare Financing in EU Countries," Sustainability, MDPI, vol. 13(1), pages 1-17, December.
    5. Nicholas Apergis & Tsangyao Chang & Christina Christou & Rangan Gupta, 2017. "Convergence of Health Care Expenditures Across the US States: A Reconsideration," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 133(1), pages 303-316, August.
    6. Ajit Nag & Jalandhar Pradhan, 2023. "Does club convergence matter? Empirical evidence on inequality in the human development index among Indian states," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-12, December.
    7. 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.
    8. John Nixon, 2000. "How does the UK NHS compare with European standards? A review of EU health care systems using hierarchical cluster analysis," Working Papers 182chedp, Centre for Health Economics, University of York.
    9. John Nixon, 2000. "Convergence of health care spending and health outcomes in the EUropean Union, 1960-95," Working Papers 183chedp, Centre for Health Economics, University of York.
    10. Son Hong Nghiem & Luke Brian Connelly, 2017. "Convergence and determinants of health expenditures in OECD countries," Health Economics Review, Springer, vol. 7(1), pages 1-11, December.
    11. Domazet Anto & Sendić Rusmir & Alić Adi, 2012. "Convergence analysis of household expenditures using the absolute β-convergence method," Business Systems Research, Sciendo, vol. 3(1), pages 23-29, June.
    12. James O. Bukenya & Tesfa G. Gebremedhin & Peter V. Schaeffer, 2003. "Analysis of Rural Quality of Life and Health: A Spatial Approach," Economic Development Quarterly, , vol. 17(3), pages 280-293, August.
    13. Wen-Yi Chen, 2013. "Does healthcare financing converge? Evidence from eight OECD countries," International Journal of Health Economics and Management, Springer, vol. 13(3), pages 279-300, December.
    14. Zijun Wang, 2009. "The convergence of health care expenditure in the US states," Health Economics, John Wiley & Sons, Ltd., vol. 18(1), pages 55-70, January.
    15. 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.
    16. Tiia P¸ss & Mare Viies & Reet Maldre, 2007. "Convergence Analysis of the Structure of Tax Revenue and Tax Burden in EU," Working Papers 166, Tallinn School of Economics and Business Administration, Tallinn University of Technology.

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