Prague Economic Papers 2003, 12(4):350-370 | DOI: 10.18267/j.pep.226

Testing convergence in life expectancies: count regression models on panel data

Stefano Mainardi
Department of Informatics and Econometrics, Card. S. Wyszynski University, Dewajtis 5, 018 15 Warsaw, Poland (e-mail: smainardi@interia.pl).

Long-term growth convergence has extensively been investigated based on economic variables. Indicators of social development and health status are generally focused on their contribution to growth or on assessing national health care systems. Yet, as a general yardstick of well-being, life expectancy should be regarded as a criterion to measure crosscountry development patterns over long periods. Following a review of two approaches to estimating convergence, hypotheses and findings of recent studies on public health and growth are examined. Reformulating the analytical framework of both strands of research, discrete choice and parametric and semi-parametric Poisson regressions are applied to a three-decade panel of 132 countries. Determinants of achievements tend to impact differently across countries, with this distinction occurring particularly between negative and positive counts. Indications of convergence are tempered by results accounting for possible non-linear relationships, which further highlight the discrepancy between country groups with average life expectancy losses and gains.

Keywords: convergence, long-term growth, life expectancy, public health, count regression
JEL classification: C23, C24, C25, I12, O11

Published: January 1, 2003  Show citation

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Mainardi, S. (2003). Testing convergence in life expectancies: count regression models on panel data. Prague Economic Papers12(4), 350-370. doi: 10.18267/j.pep.226
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References

  1. Barro, R. (2001), "Quantity and Quality of Economic Growth," mimeo. Fifth Annual Conference of the Central Bank of Chile, November (www.bcentral.cl/Estudios/Conferencias).
  2. Beck, N., Katz, J. (1995), "What to Do (and not to Do) with Time-Series Cross-Section Data." American Political Science Review, 89(3), pp. 634-647. Go to original source...
  3. Ben-David, D. (1996), "Trade and Convergence Among Countries." Journal of International Economics, 40(2), pp. 279-298. Go to original source...
  4. Ben-David, D. (1997), "Convergence Clubs and Diverging Economies." mimeo. Berglas School of Economics (spirit.tau.ac.il/public). Go to original source...
  5. Bernard, A. B., Durlauf, S. N. (1996), "Interpreting Tests of the Convergence Hypothesis." Journal of Econometrics, 71, pp. 161-173. Go to original source...
  6. Bhargava, A., Jamison, D., Lau, L., Murray, C. (2001), "Modelling the Effects of Health on Economic Growth." Geneva, WHO, GPE Discussion Paper Series 33.
  7. Cameron, A. C., Johansson, P. (1997), "Count Data Regression Using Series Expansions: with Applications." Journal of Applied Econometrics, 12(3), pp. 203-224. Go to original source...
  8. Cameron, A. C., Trivedi, P. K. (1998), Regression Analysis of Count Data. London: Cambridge University Press. Go to original source...
  9. Charemza, W., Deadman, D. (1992), New Directions in Econometric Practice. Aldershot: Edward Elgar.
  10. Chatterji, M. (1992), "Convergence Clubs and Endogenous Growth." Oxford Review of Economic Policy, 8(4), pp. 57-69. Go to original source...
  11. Cho, D. (1996), "An Alternative Interpretation of Conditional Convergence Results." Journal of Money, Credit and Banking, 28(4), pp. 669-681. Go to original source...
  12. Chumacero, R. (2001), "Absolute Convergence, Period," mimeo. Fifth Annual Conference of the Central Bank of Chile, November (www.bcentral.cl/Estudios/Conferencias).
  13. Dasgupta, P., Mäler K. G. (2001), "Wealth as a Criterion for Sustainable Development," mimeo. Beijer Institute (www.beijer.kva.se/publications).
  14. Deb, P., Trivedi, P. K. (1997), "Demand for Medical Care by the Elderly: A Finite Mixture Approach." Journal of Applied Econometrics, 12, pp. 313-336. Go to original source...
  15. Efron, B. (1986), "Double Exponential Families and Their Use in Generalized Linear Regression." Journal of the American Statistical Association, 81(3), pp. 709-721. Go to original source...
  16. Evans, D., Tandon, A., Murray, C., Lauer, J. (2001), "Comparative Efficiency of National Health Systems: Cross-National Econometric Analysis." British Medical Journal (323), pp. 307-310(a). Go to original source...
  17. Evans, D., Tandon, A., Murray, C., Lauer, J. (2001), "The Comparative Efficiency of National Health Systems in Producing Health: An Analysis of 191 Countries." Geneva, WHO, GPE Discussion Paper Series 29(b).
  18. Filmer, D., Hammer, J., Pritchett, L. (1997), "Health Policy in Poor Countries: Weak Links in the Chain," mimeo (econ.worldbank.org/docs).
  19. Galor, O. (1996), "Convergence? Inferences from Theoretical Models." The Economic Journal, 106(3), pp. 1056-1069. Go to original source...
  20. Gerdtham, U. G., Johannesson, M. (1997), "The Relationship between Happiness, Health and Socio-Economic Factors: Results Based on Swedish Micro Data." Stockholm School of Economics, Working Paper Series in Economics and Finance, 207 (netec.wustl.edu/wopec/data/papers).
  21. Greene, W. H. (1998), LIMDEP Version 7.0. User's Manual. Econometric Software Inc. New York.
  22. Gupta, S., Verhoeven, M., Tiongson, E. (1999), "Does Higher Government Spending Buy Better Results in Education and Health Care?" Washington, IMF, IMF Working Papers, WP/99/21. Go to original source...
  23. Gupta, S., Verhoeven, M., Tiongson, E. (2001), "Public Spending on Health Care and the Poor." Washington, IMF, IMF Working Papers, WP/01/127. Go to original source...
  24. Gurmu, S. (1997), "Semi-Parametric Estimation of Hurdle Regression Models with an Application to Medicaid Utilisation." Journal of Applied Econometrics, 12, pp. 225-242. Go to original source...
  25. Gurmu, S., Trivedi, P. K. (1996), "Excess Zeros in Count Models for Recreational Trips." Journal of Business and Economic Statistics, 14(4), pp. 469-477. Go to original source...
  26. Hall, B., Griliches, Z., Hausman, J. (1986), "Patents and R&D: Is There a Lag?" International Economic Review, 27, pp. 265-283. Go to original source...
  27. Hicks, N., Streeten, P. (1979), "Indicators of Development: The Search for a Basic Needs Yardstick." World Development, 7, pp. 567-580. Go to original source...
  28. Islam, N. (1995), "Growth Empirics: A Panel Data Approach." Quarterly Journal of Economics, 110(4), pp. 1127-1170. Go to original source...
  29. Jones, C. I. (1997), "On the Evolution of the World Income Distribution." Journal of Economic Perspectives, 11(3), pp. 19-36. Go to original source...
  30. Kakwani, N. (1993), "Performance in Living Standards. An International Comparison." Journal of Development Economics, 41, pp. 307-336. Go to original source...
  31. Kennedy, P. (1998), A Guide to Econometrics. Oxford: Blackwell.
  32. Lindsay, B., Roeder, K. (1992), "Residual Diagnostics for Mixture Models." Journal of the American Statistical Association, 87(3), pp. 785-794. Go to original source...
  33. Mainardi, S. (1995), "Mineral Resources and Growth. Towards a Long-term Convergence?" Resources Policy, 21(3), pp. 155-168. Go to original source...
  34. Mathers, C., Sadana, R., Salomon, J., Lopez, A. (2000), "Estimates of DALE for 191 Countries: Methods and Results." Geneva, WHO, GPE Discussion Paper Series, 16.
  35. Mullahy, J. (1986), "Specification and Testing of Some Modified Count Data Models." Journal of Econometrics, 33, pp. 341-365. Go to original source...
  36. Mullahy, J. (1997), "Heterogeneity, Excess Zeros, and the Structure of Count Data Models." Journal of Applied Econometrics, 12, pp. 337-350. Go to original source...
  37. Quah, D. T. (1996), "Two Peaks: Growth and Convergence Models of Distribution Dynamics." The Economic Journal, 106(3), pp. 1045-1055. Go to original source...
  38. Robine, J. M., Romieu, I., Cambois, E. (1999), "Healthy Expectancy Indicators." Bulletin of the World Health Organization, 77(2), pp. 181-185.
  39. Romer, P. M. (1986), "Increasing Returns and Long Run Growth." Journal of Political Economy, 94, pp. 1002-1037. Go to original source...
  40. Ruser, J. W. (1991), "Workers' Compensation and Occupational Injuries and Illnesses." Journal of Labour Economics, 9(4), pp. 325-350. Go to original source...
  41. Vredin-Johansson, M. (1998), "What Determines the Number of Alternative Travel Modes for Work Trips?" Umeå Economic Studies (www.econ.umu.se/ues).
  42. Vuong, Q. H. (1989), "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses." Econometrica, 57(2), pp. 307-333. Go to original source...
  43. Wang, W., Famoye, F. (1997), "Modelling Household Fertility Decisions with Generalized Poisson Regression." Journal of Population Economics, 10(3), pp. 273-283. Go to original source...
  44. Wibulpolprasert, S., Tangcharoensathien, V. (2001), "Health System Performance - What's Next?" Bulletin of the World Health Organization, 79(6), pp. 489.
  45. Winkelmann, R. (1995), "Duration Dependence and Dispersion in Count-Data Models." Journal of Business and Economic Statistics, 13(4), pp. 467-474. Go to original source...
  46. WB (2000), World Development Report 2000/2001. Washington DC: World Bank.
  47. WB (2001), World Development Indicators. Washington DC: World Bank.
  48. WHO (1999), The World Health Report 1999. Geneva: World Health Organization.

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