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Income Inequality and Health: New Evidence from Panel Data

  • Dierk Herzer
  • Peter Nunnenkamp

This paper argues that previous cross-country (panel) studies on the relationship between income inequality and health suffer from significant biases due to (i) omitted country-specific factors, (ii) endogeneity, and (iii) cross-country heterogeneity in the impact of inequality on health. Using panel cointegration techniques that are robust to omitted variables, endogenous regressors, and slope heterogeneity, we find that income inequality has, on average, a small, but robust and statistically significant positive impact on population health. Also, there is some evidence that inequality is endogenous in the sense that poor health leads to increased income inequality. Finally, we find that there are large cross-country differences in the effect of income inequality on health (in about 35 percent of the cases, the effect is negative

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Paper provided by Kiel Institute for the World Economy in its series Kiel Working Papers with number 1736.

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Length: 34 pages
Date of creation: Oct 2011
Date of revision:
Handle: RePEc:kie:kieliw:1736
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  1. Holly, S. & Pesaran, M.H. & Yamagata. T., 2006. "A Spatio-Temporal Model of House Prices in the US," Cambridge Working Papers in Economics 0654, Faculty of Economics, University of Cambridge.
  2. Simone Borghesi & Alessandro Vercelli, 2003. "Globalisation, Inequality and Health," Department of Economics University of Siena 413, Department of Economics, University of Siena.
  3. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
  4. Dierk Herzer & Sebastian Vollmer, 2012. "Inequality and growth: evidence from panel cointegration," Journal of Economic Inequality, Springer, vol. 10(4), pages 489-503, December.
  5. Alesina, Alberto F & La Ferrara, Eliana, 2000. "Who Trusts Others?," CEPR Discussion Papers 2646, C.E.P.R. Discussion Papers.
  6. M. Hashem Pesaran, 2006. "Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure," Econometrica, Econometric Society, vol. 74(4), pages 967-1012, 07.
  7. Etienne J-M. & Skalli A. & Theodossiou I., 2005. "Do Economic Inequalities Harm Health? Evidence from Europe," Working Papers ERMES 0511, ERMES, University Paris 2.
  8. Jorg Breitung, 2005. "A Parametric approach to the Estimation of Cointegration Vectors in Panel Data," Econometric Reviews, Taylor & Francis Journals, vol. 24(2), pages 151-173.
  9. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
  10. B. d'Hombres & L. Rocco & M. Suhrcke & M. McKee, 2010. "Does social capital determine health? Evidence from eight transition countries," Health Economics, John Wiley & Sons, Ltd., vol. 19(1), pages 56-74.
  11. Leigh, Andrew & Jencks, Christopher, 2007. "Inequality and mortality: Long-run evidence from a panel of countries," Journal of Health Economics, Elsevier, vol. 26(1), pages 1-24, January.
  12. Alberto Alesina & Reza Baqir & William Easterly, 1999. "Public Goods and Ethnic Divisions," The Quarterly Journal of Economics, Oxford University Press, vol. 114(4), pages 1243-1284.
  13. Douglas Miller & Christina Paxson, 2001. "Relative Income, Race, and Mortality," Working Papers 269, Princeton University, Woodrow Wilson School of Public and International Affairs, Center for Health and Wellbeing..
  14. Andrew Leigh, 2007. "How Closely Do Top Income Shares Track Other Measures of Inequality?," CEPR Discussion Papers 562, Centre for Economic Policy Research, Research School of Economics, Australian National University.
  15. Clarke, George R. G., 1995. "More evidence on income distribution and growth," Journal of Development Economics, Elsevier, vol. 47(2), pages 403-427, August.
  16. Peter Pedroni, 2004. "Panel Cointegration: Asymptotic and Finite Sample Properties of Pooled Time Series Tests with an Application to the PPP Hypothesis," Department of Economics Working Papers 2004-15, Department of Economics, Williams College.
  17. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
  18. Andrew Leigh, 2006. "Does Equality Lead to Fraternity?," CEPR Discussion Papers 513, Centre for Economic Policy Research, Research School of Economics, Australian National University.
  19. Andrea Brandolini & Anthony B. Atkinson, 2001. "Promise and Pitfalls in the Use of "Secondary" Data-Sets: Income Inequality in OECD Countries As a Case Study," Journal of Economic Literature, American Economic Association, vol. 39(3), pages 771-799, September.
  20. Angus Deaton, 2003. "Health, Inequality, and Economic Development," Journal of Economic Literature, American Economic Association, vol. 41(1), pages 113-158, March.
  21. Entorf, Horst, 1997. "Random walks with drifts: Nonsense regression and spurious fixed-effect estimation," Journal of Econometrics, Elsevier, vol. 80(2), pages 287-296, October.
  22. Johansen, Soren, 2000. "Modelling of cointegration in the vector autoregressive model," Economic Modelling, Elsevier, vol. 17(3), pages 359-373, August.
  23. Lucas Ronconi & Timothy T. Brown & Richard M. Scheffler, 2012. "Social capital and self‐rated health in Argentina," Health Economics, John Wiley & Sons, Ltd., vol. 21(2), pages 201-208, 02.
  24. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-55, March-Apr.
  25. Alesina, Alberto & Baqir, Reza & Easterly, William, 1999. "Public goods and ethnic divisions," Policy Research Working Paper Series 2108, The World Bank.
  26. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
  27. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
  28. de Crombrugghe, Denis & Palm, Franz C & Urbain, Jean-Pierre, 1997. "Statistical Demand Functions for Food in the USA and the Netherlands: Reply," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(5), pages 643-45, Sept.-Oct.
  29. Pesaran, M. Hashem & Smith, L. Vanessa & Yamagata, Takashi, 2007. "Panel Unit Root Tests in the Presence of a Multifactor Error Structure," IZA Discussion Papers 3254, Institute for the Study of Labor (IZA).
  30. Dierk Herzer, 2010. "Outward FDI and economic growth," Journal of Economic Studies, Emerald Group Publishing, vol. 37(5), pages 476-494, September.
  31. Peter Pedroni, 2001. "Purchasing Power Parity Tests in Cointegrated Panels," Department of Economics Working Papers 2001-01, Department of Economics, Williams College.
  32. Dustin Chambers & Alan Krause, 2010. "Is the relationship between inequality and growth affected by physical and human capital accumulation?," Journal of Economic Inequality, Springer, vol. 8(2), pages 153-172, June.
  33. Jennifer M. Mellor & Jeffrey D. Milyo, 2001. "Income inequality and health," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 20(1), pages 151-155.
  34. Rolf Larsson & Johan Lyhagen & Mickael Lothgren, 2001. "Likelihood-based cointegration tests in heterogeneous panels," Econometrics Journal, Royal Economic Society, vol. 4(1), pages 41.
  35. Hugh Gravelle & John Wildman & Matthew Sutton, . "Income, Income Inequality and Health: What can we Learn from Aggregate Data?," Discussion Papers 00/26, Department of Economics, University of York.
  36. Lorant, Vincent & Thomas, Isabelle & Deliège, Denise & Tonglet, René, 2001. "Deprivation and mortality: the implications of spatial autocorrelation for health resources allocation," Social Science & Medicine, Elsevier, vol. 53(12), pages 1711-1719, December.
  37. Pedroni, Peter, 1999. " Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 653-70, Special I.
  38. Peter Pedroni, 2004. "Social Capital, Barriers to Production, and Capital Shares: Implications for the Importance of Parameter Heterogeneity from a Nonstationary Panel Approach," Department of Economics Working Papers 2004-03, Department of Economics, Williams College.
  39. James Galbraith, 2009. "Inequality, unemployment and growth: New measures for old controversies," Journal of Economic Inequality, Springer, vol. 7(2), pages 189-206, June.
  40. Granger, C. W. J., 1988. "Some recent development in a concept of causality," Journal of Econometrics, Elsevier, vol. 39(1-2), pages 199-211.
  41. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
  42. de Crombrugghe, Denis & Palm, Franz C & Urbain, Jean-Pierre, 1997. "Statistical Demand Functions for Food in the USA and the Netherlands," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(5), pages 615-37, Sept.-Oct.
  43. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-26, November.
  44. Meschi, Elena & Vivarelli, Marco, 2009. "Trade and Income Inequality in Developing Countries," World Development, Elsevier, vol. 37(2), pages 287-302, February.
  45. Lutkepohl, Helmut & Reimers, Hans-Eggert, 1992. "Granger-causality in cointegrated VAR processes The case of the term structure," Economics Letters, Elsevier, vol. 40(3), pages 263-268, November.
  46. Robert J. Waldmann, 1992. "Income Distribution and Infant Mortality," The Quarterly Journal of Economics, Oxford University Press, vol. 107(4), pages 1283-1302.
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