Multivariate Dynamic Co-integration and Causality Analysis between Inflation and its Determinants
Abstract
This paper investigates the impacts of money supply, government expenditure, velocity, industry value addition and economic growth on inflation of Bangladesh using time series data from 1978-2014. The ADF test results suggest that the variables are of I(1). It is found that there exist five co-integration equations. The outcome of the Granger Causality test suggests the short-run unidirectional causality running from industrial value addition to money supply, from inflation, money supply, velocity, industrial value addition and economic growth to government spending. Bidirectional causality has been found between economic growth and industrial value addition. Finally, short-run and long-run effects of money supply, government spending, velocity, industry value addition and economic growth on inflation are estimated. It is found that the speed of adjustment for short-run to approach to the long-run equilibrium level is significant at any significance level. It has been found that it will take about 1.25 years for a complete convergence process to approach its equilibrium. Therefore, in case of any shock to the inflation equation, the speed of adjustment is significantly faster. It has also been found that the long-run effects of money supply and velocity have positive significant effects while the economic growth has significant negative effect on inflation in Bangladesh economy. It has been found that the long-run effects of money supply and velocity are more than short-run effects meaning that over the time more money supply and velocity increase the more and more inflation in Bangladesh but economic growth decreases the inflation.Downloads
References
Ayo, O. S., Ifeakachukwu, N. P. & Ditimi, A. (2012). A Tri-variate Causality Test among Economic Growth, Government Expenditure and Inflation Rate: Evidence from Nigeria. Research Journal of Finance and Accounting, 3(1), 65-72.
Barro, J. R. (1997). Determinants of Economic Growth: A Cross-Country Empirical Study. NBER Working Paper No. 5698, Issued in August 1996, NBER Program(S): EFG, 5698.
Borensztein, E., De Gregorio, J. & Lee, J. W. (1998). How does FDI affect economic growth. Journal of International Economics, 45(1), 115-135. DOI: https://doi.org/10.1016/S0022-1996(97)00033-0
Bozkurt, C. (2014). Money, Inflation and Growth Relationship: The Turkish Case. International Journal of Economics and Financial Issues, 4(2), 309-322.
Datta, K. & Mukhopadhyay, C. K. (2011). Relationship between Inflation and Economic Growth in Malaysia - An Econometric Review. International Conference on Economics and Finance Research IPEDR, 4, 415-419.
Dickey, D. A. & Fuller W. A. (1979). Distribution of the Estimators for the Autoregressive Time Series with a Unit Root. Journal of the American Statistical Association, 79, 355–367.
Engle, R. F. & Granger, C. W. J. (1987). Cointegration and Error Correction: Representation, Estimation and Testing. Econometrica, 55(2), 251-276. DOI: https://doi.org/10.2307/1913236
Erbaykal-Sr., E. & Okuyan, H. (2008). Does Inflation Depress Economic Growth? Evidence from Turkey. International Journal of Finance and Economics, 13(17), 41-47.
Ezirim, C., Muoghalu, M. & Elike, U. (2008). Inflation versus public expenditure growth in the US: An empirical investigation. North American Journal of Finance and Banking, 2(2), 26-40.
Fischer, S. (1993). The Role of Macroeconomic Factors in Growth. NBER Working Paper, No. 4565. DOI: https://doi.org/10.3386/w4565
Fuller, W. A. (1976). Introduction to Statistical Time Series. New York: Wiley
Gokal, V. & Hanif, S. (2004). Relationship between Inflation and Economic Growth in Fiji. Working Paper 2004/04.
Granger, C. W. J. & Newbold P. (1974). Spurious Regression in Econometrics. Journal of Econometrics, 2, 111–120. DOI: https://doi.org/10.1016/0304-4076(74)90034-7
MacKinnon, J. G. (1991). Critical Values for Cointegration Tests. In R. F. Engle and C. W. J. Granger (eds), Long-Run Economic Relationships, Reading in Cointegration, Oxford University Press.
Mallik, G. & Chowdhury, A. (2001). Inflation and Economic Growth: Evidence from South Asian Countries. Asian Pacific Development Journal, 8(1), 123-135
Mohammad, S., Wasti, S., Lal, I. & Hussain, A. (2009). An Empirical Investigation between Money Supply, Government Expenditure, output & Prices: The Pakistan Evidence. European Journal of Economics, Finance and Administrative Sciences, 17, 60-68.
Mubarik, Y. A. (2005). Inflation and Growth: An Estimate of the Threshold Level of Inflation in Pakistan. SBP-Research Bulletin, 1(1), 35-43.
Narayan, P. K. & Russell, S. (2005). Dead Man Walking: an Empirical Reassessment of the Deterrent Effect of Capital Punishment Using the Bounds Testing Approach to Cointegration, Applied Economics. Taylor & Francis Journals, 38 (17),1975-1989.
Ojarikre, O. & Ezie, O. (2015). Public Expenditure Growth and Inflation in Nigeria: The Causality Approach. SSRG International Journal of Economics and Management Studies, 2(1), 26-28
Patra, S. & Sahu, K. (2012). Inflation in south Asia and its macroeconomic linkages. Journal of Arts, Science & Commerce, 3(2), 10-15.
Paul, S., Kearney, C. & Chowdhury, K. (1997). Inflation and Economic Growth: A Multi-Country Empirical Analysis. Applied Economics, 29(10), 1387-1301. DOI: https://doi.org/10.1080/00036849700000029
Pesaran, M. H., Shin, Y. & Smith, R. J. (2001), Bound Testing Approaches to the Analysis of Level Relationships. Journal of Applied Econometrics, 16, 289-326. DOI: https://doi.org/10.1002/jae.616
Phillips, P. C. B. (1986). Understanding Spurious Regression in Econometrics. Journal of Econometrics, 33, 331–340. DOI: https://doi.org/10.1016/0304-4076(86)90001-1
Sidrauski, M. (1967). Rational Choice and Patterns of Growth in a Monetary Economy. American Economic Review, 57(2),534-544.
Stock, J. H. & M. W. Watson (1988). Testing for common trends. Journal of the American Statistical Association, 83, 1097–1107. DOI: https://doi.org/10.1080/01621459.1988.10478707
Wahid, A., Shahbaz, M. & Azim, P. (2011). Inflation and Financial Sector Correlation: The Case of Bangladesh. International Journal of Economics and Financial Issues, 1(4), 1-9.
Wang, Z. (2008). Chinese Economic Growth and Inflation. Chinese society science Institute Press.
Copyright (c) 2016 Journal of Economics and Behavioral Studies
This work is licensed under a Creative Commons Attribution 4.0 International License.
Author (s) should affirm that the material has not been published previously. It has not been submitted and it is not under consideration by any other journal. At the same time author (s) need to execute a publication permission agreement to assume the responsibility of the submitted content and any omissions and errors therein. After submission of a revised paper in the light of suggestions of the reviewers, editorial team edits and formats manuscripts to bring uniformity and standardization in published material.
This work will be licensed under Creative Commons Attribution 4.0 International (CC BY 4.0) and under condition of the license, users are free to read, copy, remix, transform, redistribute, download, print, search or link to the full texts of articles and even build upon their work as long as they credit the author for the original work. Moreover, as per journal policy author (s) hold and retain copyrights without any restrictions.