Health and wealth: Short panel Granger causality tests for developing countries

被引:19
作者
Chen, Weichun [1 ]
Clarke, Judith A. [2 ]
Roy, Nilanjana [2 ]
机构
[1] Univ Toronto, Dept Econ, Toronto, ON M5S 1A1, Canada
[2] Univ Victoria, Dept Econ, Victoria, BC, Canada
关键词
infant mortality; per capita GDP; Granger causality; fixed and random causal coefficients; DYNAMIC HETEROGENEOUS PANELS; POOR COUNTRIES; OMITTED VARIABLES; ECONOMIC-STATUS; WEAK LINKS; LONG-RUN; MORTALITY; MODELS; POLICY; GROWTH;
D O I
10.1080/09638199.2013.783093
中图分类号
F [经济];
学科分类号
02 ;
摘要
The world has experienced impressive improvements in wealth and health, with, for instance, the world's real GDP per capita having increased by 180% from 1970 to 2007 accompanied by a 50% decline in infant mortality rate. Healthier and wealthier. Pl Are health gains arising from wealth growth? Or, has a healthier population enabled substantial growth in wealth? We contribute to understanding the dynamic links between wealth and health by examining for causal, rather than associative, links between health (as measured by infant mortality rate) and wealth (as measured by GDP per capita) for a panel of 58 developing countries using quinquennial data covering the period 1960-2005. Estimating as a panel allows us to account for unobserved heterogeneity, as well as permitting heterogeneous causal effects. We test for panel and country-specific noncausality, and we explore robustness of outcomes to level of economic development (as measured by national income), whether we account for bias in least squares estimators, and to our heterogeneity assumption on the causal coefficients. Overall, our panel tests detect bidirectional links between wealth and health, compatible with other research. However, our country-specific work suggests that the panel results arise from the dominance of a few countries, as there is evidence of noncausality between health and wealth for a majority of countries. These findings contrast with earlier research, and likely arise from different metrics being used to measure the health of a nation. Our work highlights the usefulness of panel causality tests accompanied by unit specific analysis and the importance of examining different metrics for health.
引用
收藏
页码:755 / 784
页数:30
相关论文
共 64 条
[1]   Healthy, wealthy, and wise? Tests for direct causal paths between health and socioeconomic status [J].
Adams, P ;
Hurd, MD ;
McFadden, D ;
Merrill, A ;
Ribeiro, T .
JOURNAL OF ECONOMETRICS, 2003, 112 (01) :3-56
[2]   HUMAN-DEVELOPMENT IN POOR COUNTRIES - ON THE ROLE OF PRIVATE INCOMES AND PUBLIC-SERVICES [J].
ANAND, S ;
RAVALLION, M .
JOURNAL OF ECONOMIC PERSPECTIVES, 1993, 7 (01) :133-150
[3]   APPROXIMATELY MEDIAN-UNBIASED ESTIMATION OF AUTOREGRESSIVE MODELS [J].
ANDREWS, DWK ;
CHEN, HY .
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 1994, 12 (02) :187-204
[4]  
[Anonymous], GRANGER CAUSAL UNPUB
[5]  
[Anonymous], WORKING PAPER
[6]  
[Anonymous], 1987, STANDARD LIVING
[7]  
[Anonymous], 2012, World Development Indicators 2012, DOI DOI 10.1596/978-0-8213-8985-0
[8]  
[Anonymous], 2011, Penn world table, version 7.0. Center for international comparisons of production
[9]  
Asafu-Adjaye J., 2004, INT J SOC ECON, V31, P195, DOI [DOI 10.1108/03068290410515501, 10.1108/03068290410515501]
[10]   Correcting Estimation Bias in Dynamic Term Structure Models [J].
Bauer, Michael D. ;
Rudebusch, Glenn D. ;
Wu, Jing Cynthia .
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2012, 30 (03) :454-467