The Health-Income Nexus for Malaysia: ARDL Cointegration and Rao\'s F-test for Causality
AbstractThis study re-visits the health-income nexus for Malaysia using alternative econometric techniques which addressed on the small sample problem. This study covers the period of 1970-2009. Based on the appealing small sample properties, we apply the bounds testing approach to cointegration and the system-wise Rao’s F-test with bootstrap simulation procedure. The bounds test suggests close relationship between health care expenditure and real income in the long-run. In addition, the long-run income elasticity is also estimated using four long-run estimators, namely OLS, DOLS, FMOLS, and ARDL. Interestingly, the estimators suggest that the long-run income elasticity is more than unity. Therefore, our findings support the health care luxury hypothesis in Malaysia. From policy view point, the system-wise Rao’s F-test reveals unilateral causality running from real income to health care expenditure in Malaysia.
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Bibliographic InfoArticle provided by Asian Economic and Social Society in its journal Asian Journal of Empirical Research.
Volume (Year): 2 (2012)
Issue (Month): 1 (March)
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Cointegration; Causality; Health-income nexus; Malaysia; Rao\\\'s F-test;
Find related papers by JEL classification:
- C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models &bull Diffusion Processes
- I10 - Health, Education, and Welfare - - Health - - - General
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