Chow, Sheung Chi and Vieito, João Paulo and Wong, Wing-Keung (2018): Do both demand-following and supply-leading theories hold true in developing countries? Forthcoming in: Physica A: Statistical Mechanics and its Applications
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Abstract
To overcome the limitations of the traditional approach which uses linear causality to examine whether the supply-leading and demand-following theories hold. As certain countries will be found not to follow the theory by using the traditional approach, this paper first suggests using all the proxies of financial development and economic growth as well as both multivariate and bivariate linear and nonlinear causality tests to analyze the relationship between financial development and economic growth. The multivariate nonlinear test not only takes into consideration both dependent and joint effects among variables, but is also able to detect a multivariate nonlinear deterministic process that cannot be detected by using any linear causality test. We find five more countries in which the supply-leading hypothesis and/or demand-following hypothesis hold true than with the traditional approach. However, there is still one country, Pakistan, for which no linear or nonlinear causality is found between its financial development and economic growth.
To overcome this limitation, this paper suggests including cointegration in the analysis. This leads us to conclude that either supply-leading or demand-following hypotheses or both hold for all countries without any exception. There will be some types of relationships between economic growth and financial development in any country such that either they move together or economic growth causes financial development or financial development causes economic growth without any exception. The finding in our paper is may be useful for governments, politicians, and other international institutions in their decision making process for the development of the countries and reducing poverty.
Item Type: | MPRA Paper |
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Original Title: | Do both demand-following and supply-leading theories hold true in developing countries? |
English Title: | Do both demand-following and supply-leading theories hold true in developing countries? |
Language: | English |
Keywords: | Financial development, economic growth, cointegration, linear causality, nonlinear causality, developing countries, supply-leading hypothesis, demand-following theory. |
Subjects: | C - Mathematical and Quantitative Methods > C1 - Econometric and Statistical Methods and Methodology: General > C12 - Hypothesis Testing: General F - International Economics > F2 - International Factor Movements and International Business > F20 - General O - Economic Development, Innovation, Technological Change, and Growth > O4 - Economic Growth and Aggregate Productivity > O40 - General |
Item ID: | 87641 |
Depositing User: | Wing-Keung Wong |
Date Deposited: | 29 Jun 2018 10:02 |
Last Modified: | 26 Sep 2019 14:08 |
References: | Adeyeye, P. O., Fapetub, O., Alukob, O.A., Migiro, S.O. (2015). Does Supply-Leading Hypothesis hold in a Developing Economy? A Nigerian Focus: Procedia Economics and Finance, 30, 30 – 37. Ahmed, A., Mmolainyane, K. (2014). Financial integration, capital market development and economic performance: Empirical evidence from Botswana. Economic Modelling, 42, 1-14. Akbas, Y. (2015). Financial development and economic growth in emerging market: bootstrap panel causality analysis. Theoretical & Applied Economics, 22(3), 171-186. Al-Yousif, Y. (2012). Financial development and economic growth: Another look at the evidence from developing countries. Review of Financial Economics, 11 (2), 131-150. Anwar, S., Sun, S. (2011). Financial development, foreign investment and economic growth in Malaysia. Journal of Asian Economics, 22(4), 335-342. Baek, E., Brock, W. (1992). A general test for nonlinear Granger causality: Bivariate model. Iowa State University and University of Wisconsin at Madison Working Paper Bai, Z.D., Hui, Y.C., Jiang, D.D., Lv, Z.H., Wong, W.K., Zheng, S.R. (2018), A New Test of Multivariate Nonlinear Causality, PLOS ONE, forthcoming. Bai, Z., Wong, W. K., Zhang, B. (2010). Multivariate linear and nonlinear causality tests. Mathematics and Computers in Simulation, 81(1), 5-17. Bai, Z., Li, H., Wong, W. K., Zhang, B. (2011). Multivariate causality tests with simulation and Application. Statistics and Probability Letters, 81(8), 1063–1071. Bittencourt, M. (2012). Financial development and economic growth in Latin America: Is Schumpeter right? Journal of Policy Modelling, 34(3), 341-355. Bojanic, A. (2012). The impact of financial development and trade on the economic growth of Bolivia. Journal of Applied Economics, 15(1), 51-70. Bumann, S., Hermes, N., Lensink, R. (2013). Financial liberalization and economic growth: A meta-analysis. Journal of International Money and Finance, 33, 255-281. Caballero, J. (2015). Banking crises and financial integration: Insights from networks. Journal of International Financial Markets, Institutions and Money, 34, 127-146. Calderón, C., Liu, L. (2003). The direction of causality between financial development and economic growth. Journal of Development Economics, 72 (1), 321-334. Cerqueti, R., Fenga, L., Ventura, M. (2018). Does the U.S. exercise contagion on Italy? A theoretical model and empirical evidence. Physica A: Statistical Mechanics and its Applications, 499, 436-442. Chen, J., Quang, T. (2014). The impact of international financial integration on economic growth: New evidence on threshold effects. Economic Modelling, 42, 475-489. Chiang, C., Qiao, Z., Wong, W.K., (2009). New evidence on the relation between return volatility and trading volume. Journal of Forecasting 29(5), 502–515. Chiou-Wei, S. Z., Chen, C. F., Zhu, Z. (2008). Economic growth and energy consumption revisited—evidence from linear and nonlinear Granger causality. Energy Economics, 30(6), 3063-3076. Chow, S.C., Cunado, J., Gupta, R., Wong, W.K. (2018). Causal Relationships between Economic Policy Uncertainty and Housing Market Returns in China and India: Evidence from Linear and Nonlinear Panel and Time Series Models, Studies in Nonlinear Dynamics and Econometrics, forthcoming. Deltuvaitė, V., Sinevičienė, L. (2014). Investigation of relationship between financial and economic development in the EU countries. Procedia Economics and Finance, 14, 173-180. Demetriades, P., Hussein, K. (1996). Does financial development cause economic growth? Time-series evidence from 16 countries. Journal of development Economics, 51(2), 387-411. Engle, R. F., & Granger, C. W. (1987). Co-integration and error correction: representation, estimation, and testing. Econometrica: journal of the Econometric Society, 251-276. Fan, J.J., Xu, R., Su, C.W., Shi, Q.H. 2018, Demand-following or supply-leading? Trade openness and financial development in China, Journal of International Trade & Economic Development, 27(3), 314-332. Fomby, T., Hill, R., Johnson, S. (2012). Advanced econometric methods. Springer Science & Business Media. Gelb, A. H. (1989). Financial policies, growth, and efficiency (Vol. 202). World Bank Publications. Granger, C. W. J. (2014). Forecasting in business and economics. Academic Press. Gonzalo, J. (1994). Five alternative methods of estimating long-run equilibrium relationships. Journal of econometrics, 60(1-2), 203-233. Goldsmith, R. (1969). Financial structure and development. New Haven, CT: Yale U. Press. Gregorio, J., Guidotti, P. (1995). Financial development and economic growth. World Development, 23(3), 433-448. Hamilton, J. D. (2011). Nonlinearities and the macroeconomic effects of oil prices. Macroeconomic dynamics, 15(S3), 364-378. Hassan, M., Sanchez, B., Yu, J. (2011). Financial development and economic growth: New evidence from panel data. Quarterly Review of Economics and Finance, 51 (1), 88–104 Herrera, A. M., Lagalo, L. G., Wada, T. (2011). Oil price shocks and industrial production: Is the relationship linear?. Macroeconomic Dynamics, 15(S3), 472-497. Herwartz, H., Walle, Y. (2014). Determinants of the link between financial and economic development: Evidence from a functional coefficient model. Economic Modelling, 37, 417-427. Hiemstra, C., Jones, J. (1994). Testing for linear and nonlinear Granger causality in the stock price‐volume relation. Journal of Finance, 49(5), 1639-1664. Horng, M.S., Chang, Y.W., Wu, T.Y. (2012). Does insurance demand or financial development promote economic growth? Evidence from Taiwan. Applied Economics Letters, 19(2), 105-111. Hsueh, S., Hu, Y., Tu, C. (2013). Economic growth and financial development in Asian countries: A bootstrap panel Granger causality analysis, Economic Modelling, 32, 294-301. Hui, Y.C., Wong, W.K., Bai, Z.D., Zhu, Z.Z. (2017). A New Nonlinearity Test to Circumvent the Limitation of Volterra Expansion with Application, Journal of the Korean Statistical Society, 46(3), 365-374. Jedidia, K., Boujelbène, T., Helali, K. (2014). Financial development and economic growth: New evidence from Tunisia. Journal of Policy Modelling, 36(5), 883-898. Johansen, S. (1988). Statistical analysis of cointegration vectors. Journal of economic dynamics and control, 12(2-3), 231-254. Johansen, S. (1991), Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models, Econometrica, 59(6), 1551–1580. Johansen, S., & Juselius, K. (1990). Maximum likelihood estimation and inference on cointegration—with applications to the demand for money. Oxford Bulletin of Economics and statistics, 52(2), 169-210. Kar, M., Nazlıoğlu, S., Ağır, H. (2011). Financial development and economic growth nexus in the MENA countries: Bootstrap panel granger causality analysis. Economic Modelling, 28 (1–2), 685-693. King, R., Levine, R. (1993). Finance and growth: Schumpeter might be right. Quarterly Journal of Economics, 108(3), 717-737. Khan, A. (2001). Financial development and economic growth. Macroeconomic dynamics, 5(3), 413-433. Lee, T. H., & Tse, Y. (1996). Cointegration tests with conditional heteroskedasticity. Journal of Econometrics, 73(2), 401-410. Levine, R. (1997). Financial development and economic growth: views and agenda. Journal of economic literature, 35(2), 688-726. Menyah, K., Nazlioglu, S., Wolde-Rufael, Y. (2014). Financial development, trade openness and economic growth in African countries: New insights from a panel causality approach. Economic Modelling, 37, 386-394. Murinde, V., Eng, F.S.H. (1994). Financial development and economic growth in Singapore: demand-following or supply-leading?, Applied Financial Economics, 4(6), 391-404. Narayan, P., Narayan, S. (2013). The short-run relationship between the financial system and economic growth: New evidence from regional panels. International Review of Financial Analysis, 29, 70-78. Ngare, E, Nyamongo, E., Misati, R. (2014).Stock market development and economic growth in Africa. Journal of Economics and Business, 74, 24-39. Owyong, D., Wong, W.K., Horowitz, I. 2015, Cointegration and Causality among the Onshore and Offshore Markets for China's Currency, Journal of Asian Economics 41, 20-38. Patrick, H. (1966). Financial development and economic growth in underdeveloped countries. Economic development and Cultural change, 14(2), 174-189. Podobnik, B., Horvatic, D., Petersen, A., Stanley, H.E. (2009). Cross-Correlations between Volume Change and Price Change, Proceedings of the National Academy of Sciences of the USA, 106:22079-22084. Podobnik, B., Stanley, H.E. (2008). Detrended Cross-Correlation Analysis: A New Method for Analyzing Two Non-stationary Time Series, Physical Review Letters, 100(8), 084102. Qiao, Z., Li, Y., Wong, W.K. (2008). Policy change and lead–lag relations among China’s segmented stock markets, Journal of Multinational Financial Management, 18, 276–289. Qiao, Z., McAleer, M., Wong, W.K. (2009). Linear and nonlinear causality of consumption growth and consumer attitudes, Economics Letters, 102(3), 161–164. Rehman, M.U. (2017). Do oil shocks predict economic policy uncertainty?. Physica A: Statistical Mechanics and its Applications, 498, 123-136. Robinson, J. (1952). The generalization of the general theory, In: the rate of interest and other essays, London: MacMillan. Roubini, N., Sala-i-Martin, X. (1992). Financial repression and economic growth. Journal of Development Economics, 39(1), 5-30. Ruan, Q., Yang, H., Lv, D., Zhang, S. (2018). Cross-correlations between individual investor sentiment and Chinese stock market return: New perspective based on MF-DCCA. Physica A: Statistical Mechanics and its Applications, 503, 243-256. Samargandi, N., Fidrmuc, J., Ghosh, S. (2015). Is the relationship between financial development and economic growth monotonic? Evidence from a sample of middle-income countries. World Development, 68, 66-81. Schumpeter, J. A. (1934). Capitalism, socialism and democracy. Routledge. Schumpeter, J., Backhaus, U. (2003). The theory of economic development. In Joseph Alois Schumpeter (pp. 61-116). Springer US. Uddin, G., Sjö, B., Shahbaz, M. (2013). The causal nexus between financial development and economic growth in Kenya. Economic Modelling, 35, 701–707. Valickova, P., Havranek, T., Horvath, R. (2015). Financial Development and Economic Growth: A Meta‐Analysis. Journal of Economic Surveys, 29(3), 506-526. Wan, H.Jr, Wong, W.K. (2001). Contagion or inductance? Crisis 1997 reconsidered, Japanese Economic Review, 52(4), 372-380. Wang, W., Cai, M., Zheng, M. (2018). Social contagions on correlated multiplex networks. Physica A: Statistical Mechanics and its Applications, 499, 436-442. Xiong, X., Bian, Y., Shen, D. (2018). The time-varying correlation between policy uncertainty and stock returns: Evidence from China. Physica A: Statistical Mechanics and its Applications, 499, 413-419. Yang, Y., Yi, M. (2008). Does financial development cause economic growth? Implication for policy in Korea. Journal of Policy Modelling, 30(5), 827-840. Zhang, J., Wang, L., Wang, S. (2012). Financial development and economic growth: Recent Evidence from China. Journal of Comparative Economics, 40 (3), 393-412. Zhang, X., Zhu, Y., Yang, L. (2018). Multifractal detrended cross-correlations between Chinese stock market and three stock markets in The Belt and Road Initiative. Physica A: Statistical Mechanics and its Applications, forthcoming. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/87641 |