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Spending more money, saving more lives? The relationship between avoidable mortality and healthcare spending in 14 countries

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  • Richard Heijink
  • Xander Koolman
  • Gert Westert

Abstract

Healthcare expenditures rise as a share of GDP in most countries, raising questions regarding the value of further spending increases. Against this backdrop, we assessed the value of healthcare spending growth in 14 western countries between 1996 and 2006. We estimated macro-level health production functions using avoidable mortality as outcome measure. Avoidable mortality comprises deaths from certain conditions “that should not occur in the presence of timely and effective healthcare”. We investigated the relationship between total avoidable mortality and healthcare spending using descriptive analyses and multiple regression models, focussing on within-country variation and growth rates. We aimed to take into account the role of potential confounders and dynamic effects such as time lags. Additionally, we explored a method to estimate macro-level cost-effectiveness. We found an average yearly avoidable mortality decline of 2.6–5.3 % across countries. Simultaneously, healthcare spending rose between 1.9 and 5.9 % per year. Most countries with above-average spending growth demonstrated above-average reductions in avoidable mortality. The regression models showed a significant association between contemporaneous and lagged healthcare spending and avoidable mortality. The time-trend, representing an exogenous shift of the health production function, reduced the impact of healthcare spending. After controlling for this time-trend and other confounders, i.e. demographic and socioeconomic variables, a statistically significant relationship between healthcare spending and avoidable mortality remained. We tentatively conclude that macro-level healthcare spending increases provided value for money, at least for the disease groups, countries and years included in this study. Copyright Springer-Verlag 2013

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  • Richard Heijink & Xander Koolman & Gert Westert, 2013. "Spending more money, saving more lives? The relationship between avoidable mortality and healthcare spending in 14 countries," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 14(3), pages 527-538, June.
  • Handle: RePEc:spr:eujhec:v:14:y:2013:i:3:p:527-538
    DOI: 10.1007/s10198-012-0398-3
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    1. Afonso, Antonio & St. Aubyn, Miguel, 2005. "Non-Parametric Approaches to Education and Health Efficiency in OECD Countries," Journal of Applied Economics, Universidad del CEMA, vol. 8(2), pages 1-20, November.
    2. Pampalon, Robert, 1993. "Avoidable mortality in Québec and its regions," Social Science & Medicine, Elsevier, vol. 37(6), pages 823-831, September.
    3. S. Grosskopf & S. Self & O. Zaim, 2006. "Estimating the efficiency of the system of healthcare financing in achieving better health," Applied Economics, Taylor & Francis Journals, vol. 38(13), pages 1477-1488.
    4. Gravelle, H.S.E. & Backhouse, M.E., 1987. "International cross-section analysis of the determination of mortality," Social Science & Medicine, Elsevier, vol. 25(5), pages 427-441, January.
    5. Nolte, Ellen & Scholz, Rembrandt & Shkolnikov, Vladimir & McKee, Martin, 2002. "The contribution of medical care to changing life expectancy in Germany and Poland," Social Science & Medicine, Elsevier, vol. 55(11), pages 1905-1921, December.
    6. Office of Health Economics, 2007. "The Economics of Health Care," For School 001490, Office of Health Economics.
    7. David M. Drukker, 2003. "Testing for serial correlation in linear panel-data models," Stata Journal, StataCorp LP, vol. 3(2), pages 168-177, June.
    8. Martin, Stephen & Rice, Nigel & Smith, Peter C., 2008. "Does health care spending improve health outcomes? Evidence from English programme budgeting data," Journal of Health Economics, Elsevier, vol. 27(4), pages 826-842, July.
    9. Bruce Hollingsworth, 2008. "The measurement of efficiency and productivity of health care delivery," Health Economics, John Wiley & Sons, Ltd., vol. 17(10), pages 1107-1128, October.
    10. Adriana Castelli & Olena Nizalova, 2011. "Avoidable mortality: what it means and how it is measured," Working Papers 063cherp, Centre for Health Economics, University of York.
    11. Pierre‐Yves Crémieux & Pierre Ouellette & Caroline Pilon, 1999. "Health care spending as determinants of health outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 8(7), pages 627-639, November.
    12. 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.
    13. William D. Nordhaus, 2002. "The Health of Nations: The Contribution of Improved Health to Living Standards," NBER Working Papers 8818, National Bureau of Economic Research, Inc.
    14. John Nixon & Philippe Ulmann, 2006. "The relationship between health care expenditure and health outcomes," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 7(1), pages 7-18, March.
    15. Jacobs,Rowena & Smith,Peter C. & Street,Andrew, 2006. "Measuring Efficiency in Health Care," Cambridge Books, Cambridge University Press, number 9780521851442.
    16. Unto Häkkinen & Isabelle Joumard, 2007. "Cross-Country Analysis of Efficiency in OECD Health Care Sectors: Options for Research," OECD Economics Department Working Papers 554, OECD Publishing.
    17. Retzlaff-Roberts, Donna & Chang, Cyril F. & Rubin, Rose M., 2004. "Technical efficiency in the use of health care resources: a comparison of OECD countries," Health Policy, Elsevier, vol. 69(1), pages 55-72, July.
    18. Heijink, Richard & Noethen, Manuela & Renaud, Thomas & Koopmanschap, Marc & Polder, Johan, 2008. "Cost of illness: An international comparison: Australia, Canada, France, Germany and The Netherlands," Health Policy, Elsevier, vol. 88(1), pages 49-61, October.
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    14. Andrea Ciaccio, 2023. "The Impact of a Cost-containment Measure on the Quality of Regional Health Services in Italy: a Parametric and a Non-parametric Approach," Working Papers 2023: 24, Department of Economics, University of Venice "Ca' Foscari".
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    21. A. O. Baranov & V. N. Pavlov & Iu. M. Slepenkova & T. O. Tagaeva, 2018. "Dynamic Input-Output Model with a Human Capital Block Applied to Forecasting of the Russian Economy," Studies on Russian Economic Development, Springer, vol. 29(6), pages 654-664, November.
    22. Pedro Antonio Martín Cervantes & Nuria Rueda López & Salvador Cruz Rambaud, 2020. "Life Expectancy at Birth in Europe: An Econometric Approach Based on Random Forests Methodology," Sustainability, MDPI, vol. 12(1), pages 1-17, January.
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