A Panel Data Approach for Income-Health Causality
AbstractThis study provides evidence on income-health causality by employing a large micro panel data set with a VAR representation. The findings verify that dominant type of causality is bidirectional which cast doubt on the performance OLS estimates in the literature. Moreover, one-way causality pattern is not similar for different income groups. One-way causality generally runs from income to health in low- and middle-income countries whereas the reverse holds for high-income countries.
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Bibliographic InfoPaper provided by Research unit Sustainability and Global Change, Hamburg University in its series Working Papers with number FNU-47.
Length: 17 pages
Date of creation: Apr 2004
Date of revision: Apr 2004
Income; Health; Granger Causality;
Find related papers by JEL classification:
- C20 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - General
- I10 - Health, Education, and Welfare - - Health - - - General
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- Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988.
"Estimating Vector Autoregressions with Panel Data,"
Econometric Society, vol. 56(6), pages 1371-95, November.
- Tom Doan, . "RATS program to demonstrate IV estimation of VAR in panel data," Statistical Software Components RTZ00185, Boston College Department of Economics.
- Muysken,Joan & Yetkiner,I. Hakan & Ziesemer,Thomas, 1999.
"Health, Labour Productivity and Growth,"
028, Maastricht University, Maastricht Economic Research Institute on Innovation and Technology (MERIT).
- Diana Weinhold, 2004. "A Dynamic “Fixed Effects” Model for Heterogeneous Panel Data," Econometrics 0410003, EconWPA.
- Christophe Hurlin & Elena Dumitrescu, 2012.
"Testing for Granger Non-causality in Heterogeneous Panels,"
- Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
- Berta Rivera & Luis Currais, 1999. "Economic growth and health: direct impact or reverse causation?," Applied Economics Letters, Taylor & Francis Journals, vol. 6(11), pages 761-764.
- Pedro Pita Barros, 1998. "The black box of health care expenditure growth determinants," Health Economics, John Wiley & Sons, Ltd., vol. 7(6), pages 533-544.
- Nair-Reichert, Usha & Weinhold, Diana, 2001. " Causality Tests for Cross-Country Panels: A New Look at FDI and Economic Growth in Developing Countries," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(2), pages 153-71, May.
- 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.
- Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-26, November.
- Robert J. Barro, 1989.
"Economic Growth in a Cross Section of Countries,"
NBER Working Papers
3120, National Bureau of Economic Research, Inc.
- Knowles, Stephen & Owen, P. Dorian, 1995. "Health capital and cross-country variation in income per capita in the Mankiw-Romer-Weil model," Economics Letters, Elsevier, vol. 48(1), pages 99-106, April.
- Hsiao, C. & Mountain, D.C. & Tsui, K.Y. & Chan, M.W.L., 1989.
"Modeling Ontario Regional Electricity System Demand Using A Mixed Fixed And Random Coefficients Approach,"
m8906, Southern California - Department of Economics.
- Hsiao, Cheng & Mountain, Dean C. & Chan, M. W. Luke & Tsui, Kai Y., 1989. "Modeling Ontario regional electricity system demand using a mixed fixed and random coefficients approach," Regional Science and Urban Economics, Elsevier, vol. 19(4), pages 565-587, December.
- Douglas Holtz-Eakin & Whitney K. Newey & Harvey S. Rosen, 1989. "Implementing Causality Tests with Panel Data, with an Example from LocalPublic Finance," NBER Technical Working Papers 0048, National Bureau of Economic Research, Inc.
- Pritchett, Lant & Summers, Lawrence H., 1993.
"Wealthier is healthier,"
Policy Research Working Paper Series
1150, The World Bank.
- 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.
- Adams, Peter & Hurd, Michael D. & McFadden, Daniel & Merrill, Angela & Ribeiro, Tiago, 2003.
"Healthy, wealthy, and wise? Tests for direct causal paths between health and socioeconomic status,"
Journal of Econometrics,
Elsevier, vol. 112(1), pages 3-56, January.
- Peter Adams & Michael D. Hurd & Daniel L. McFadden & Angela Merrill & Tiago Ribeiro, 2004. "Healthy, Wealthy, and Wise? Tests for Direct Causal Paths between Health and Socioeconomic Status," NBER Chapters, in: Perspectives on the Economics of Aging, pages 415-526 National Bureau of Economic Research, Inc.
- Knowles, Stephen & Owen, P Dorian, 1997. "Education and Health in an Effective-Labour Empirical Growth Model," The Economic Record, The Economic Society of Australia, vol. 73(223), pages 314-28, December.
- 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.
- Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-38, July.
- John Strauss & Duncan Thomas, 1998.
"Health, Nutrition, and Economic Development,"
Journal of Economic Literature,
American Economic Association, vol. 36(2), pages 766-817, June.
- 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.
- Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
- Judson, Ruth A. & Owen, Ann L., 1999. "Estimating dynamic panel data models: a guide for macroeconomists," Economics Letters, Elsevier, vol. 65(1), pages 9-15, October.
- Kiviet, Jan F., 1995.
"On bias, inconsistency, and efficiency of various estimators in dynamic panel data models,"
Journal of Econometrics,
Elsevier, vol. 68(1), pages 53-78, July.
- Tom Doan, . "LSDVC: RATS procedure to estimate a dynamic FE model with correction for bias," Statistical Software Components RTS00111, Boston College Department of Economics.
- Venet, Baptiste & Hurlin, Christophe, 2001. "Granger Causality Tests in Panel Data Models with Fixed Coefficients," Economics Papers from University Paris Dauphine 123456789/6159, Paris Dauphine University.
- Henrik Hansen & John Rand, 2004.
"On the Causal Links between FDI and Growth in Developing Countries,"
04-30, University of Copenhagen. Department of Economics.
- Henrik Hansen & John Rand, 2006. "On the Causal Links Between FDI and Growth in Developing Countries," The World Economy, Wiley Blackwell, vol. 29(1), pages 21-41, 01.
- Hansen, Henrik & Rand, John, 2005. "On the Causal Links between FDI and Growth in Developing Countries," Working Paper Series RP2005/31, World Institute for Development Economic Research (UNU-WIDER).
- Parkin, David & McGuire, Alistair & Yule, Brian, 1987. "Aggregate health care expenditures and national income : Is health care a luxury good?," Journal of Health Economics, Elsevier, vol. 6(2), pages 109-127, June.
- Jong Il Choe, 2003. "Do Foreign Direct Investment and Gross Domestic Investment Promote Economic Growth?," Review of Development Economics, Wiley Blackwell, vol. 7(1), pages 44-57, February.
- Ikhlaas Gurrib, 2011. "The Impact of Mining and Services Industries on the Structural Change of Australia," International Journal of Economic Sciences and Applied Research (IJESAR), Technological Educational Institute (TEI) of Kavala, Greece, vol. 4(2), pages 35-51, August.
- Andreas Dietrich, 2009.
"Does Growth Cause Structural Change, or Is it the Other Way Round? A Dynamic Panel Data Analyses for Seven OECD Countries,"
Jena Economic Research Papers
2009-034, Friedrich-Schiller-University Jena, Max-Planck-Institute of Economics.
- Andreas Dietrich, 2012. "Does growth cause structural change, or is it the other way around? A dynamic panel data analysis for seven OECD countries," Empirical Economics, Springer, vol. 43(3), pages 915-944, December.
- P. Michael Link & C. Ivie Ramos & Uwe A. Schneider & Erwin Schmid & J. Balkovic & R. Skalsky, 2008. "The interdependencies between food and biofuel production in European agriculture - an application of EUFASOM," Working Papers FNU-165, Research unit Sustainability and Global Change, Hamburg University, revised Jul 2008.
- Yusuf, Shahid & Nabeshima, Kaoru & Wei Ha, 2007. "What makes cities healthy ?," Policy Research Working Paper Series 4107, The World Bank.
- Mirzabaev, Alisher & Tsegai, Daniel W., 2012. "Effects of weather shocks on agricultural commodity prices in Central Asia," Discussion Papers 140769, University of Bonn, Center for Development Research (ZEF).
- Gary W. Yohe & Richard S.J. Tol, 2007. "Precaution And A Dismal Theorem: Implications For Climate Policy And Climate Research," Working Papers FNU-145, Research unit Sustainability and Global Change, Hamburg University, revised Aug 2007.
- Christine Schleupner & P. Michael Link, 2008. "Eiderstedt im Spannungsfeld zwischen Naturschutz- und Agrarpolitik - Entwicklung eines methodischen Ansatzes für ein nachhaltiges Ressourcenmanagement," Working Papers FNU-168, Research unit Sustainability and Global Change, Hamburg University, revised Aug 2008.
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