Furuoka, Fumitaka and Pui, Kiew Ling and Ezeoke, Chinyere Mary Rose and Jacob, Ray Ikechukwu and Yaya, OlaOluwa S (2019): Growth Slowdowns and Middle-Income Trap: Evidence from New Unit Root Framework. Published in: The Singapore Economic Review No. https://doi.org/10.1142/S0217590820500083
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Abstract
This paper suggests a new testing procedure to systematically examine the middle-income trap (MIT). To empirically demonstrate this procedure, one high income and 14 middle-income countries are examined using newly developed unit root tests - Fourier ADF with structural break (FADF-SB) and Seemingly Unrelated Regressions Fourier ADF (SUR-FADF). The FADF-SB test incorporates unknown nonlinearity and smooth break in the time-series, while the SUR-FADF test accounts for cross-sectional dependency. The empirical findings produced mixed results: 10 countries have a relatively high possibility of facing the MIT problem, while only one country has a relatively low possibility of facing the problem. For the remaining three countries, it is uncertain whether they will face the problem of MIT. These empirical findings have significant policy implications.
Item Type: | MPRA Paper |
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Original Title: | Growth Slowdowns and Middle-Income Trap: Evidence from New Unit Root Framework |
Language: | English |
Keywords: | Cross-sectional dependency; Fourier approximation; Income convergence; Middle-income trap; Structural break; Unit root JEL Classification: C19, C22, N17 1. Introduction |
Subjects: | C - Mathematical and Quantitative Methods > C1 - Econometric and Statistical Methods and Methodology: General > C19 - Other C - Mathematical and Quantitative Methods > C2 - Single Equation Models ; Single Variables > C22 - Time-Series Models ; Dynamic Quantile Regressions ; Dynamic Treatment Effect Models ; Diffusion Processes N - Economic History > N1 - Macroeconomics and Monetary Economics ; Industrial Structure ; Growth ; Fluctuations > N17 - Africa ; Oceania |
Item ID: | 98672 |
Depositing User: | Dr OlaOluwa Yaya |
Date Deposited: | 17 Feb 2020 05:05 |
Last Modified: | 17 Feb 2020 05:05 |
References: | Abuaf, N. and Jorion, P. (1990). Purchasing power parity in the long run. Journal of Finance, 45: 157–174. Agénor, P. and Canuto, O. (2015). Research in Economics Middle-income growth traps. Research in Economics, 69 (4): 641–660. Aiyar, S., Duval, R., Puy, D., Wu, Y. and Zhang, L. (2018). Growth slowdowns and the MIT. Japan and World Economy, 48: 22–37. Bai, J. and Perron P. (2003). Computation and analysis of multiple structural change models. Journal of Applied Econometrics, 18 (1): 1–22. Baltagi, B.H. and Kao, C. (2001). Nonstationary panels, Cointegration in Panels and Dynamic Panels: A Survey. In Advances in Econometrics vol. 15, edited by B.H. Baltagi, pp. 7-51. Amsterdam JAI. Banerjee, A. (1999). Panel Data unit roots and Cointegration: An Overview. Oxford Bulletin of Economics and Statistics, 61: 607-629. Bernard, A.B. and Durlauf, S.N. (1996). Interpreting tests of the convergence hypothesis. Journal of Econometrics, 71: 161–173. Breuer, J. B., McNown, R. and Wallace, M. (2002). Series-Specific Unit Root Tests with Panel Data. Oxford Bulletin of Economics and Statistics 64 (5): 527–546. Choi, I. (2006). Nonstationary Panels. In Palgrave Handbook of Econometrics. Vol. 1, edited by T.C. Mills and K. Patterson, pp. 511-539. New York: Palgrave Macmillan. Choi, I. (2015). Almost All About Unit Roots: Foundations, Developments and Applications. Cambridge University Press. Culver, S.E. and Papell, D.H. (1997). Is there a unit root in the inflation rate? Evidence from Sequential break and Panel Data Models. Journal of Applied Econometrics, 12: 435-444. Desli, E. and Gkoulgkoutsika, A. (2019). Economic convergence among the world’s top-income economies. The Quantitative Review of Economics and Finance. https://doi.org/10.1016/j.qref.2019.03.001. Dickey, D.A. and Fuller, W.A. (1979). Distribution of the Estimators for Autoregressive Time Series with a Unit Root. Journal of the American Statistical Association. 74: 427–431. Eichengreen, B., Park, D. and Shin, K. (2014). Japan and the World Economy Growth slowdowns redux. Japan and the World Economy, 32: 65–84. Enders, W. and Lee, J. (2012a). A unit root test using a Fourier series to approximate smooth breaks. Oxford Bulleting of Economics and Statistics, 74: 574-599. Enders, W. and Lee, J. (2012b). The flexible Fourier form and Dickey-Fuller-type unit root tests. Economic Letters, 117: 196-199. Estrin, S., Urga, G. and Lazarova, S. (2001). Testing for Ongoing Convergence in Transition Economies, 1970 to 1998. Journal of Comparative Economies, 29: 677-691. Furuoka, F. (2017a). A new approach to testing unemployment hysteresis. Empirical Economics, 53: 1253–1280. Furuoka, F. (2017b): A new test for analysing hysteresis in European Unemployment. Applied Economics Letters, 24(15), 1102-1106. Gill, I., Kharas, H. and others. (2007). An East Asian Renaissance: Ideas for Eco¬nomic Growth. Washington, DC: World Bank. Glawe, L. and Wagner, H. (2019). China in the middle-income trap? China Economic Review. https://doi.org/10.1016/j.chieco.2019.01.003. Greasley, D. and Oxley, L. (1997). Time-series based tests of the convergence hypothesis: Some positive results. Economics Letters, 56: 143–147. Ha, J. and Lee, S. (2016). Demographic dividend and Asia’s economic convergence towards the US. The Journal of Economics of Ageing, 8: 28–41. Han, X. and Wei, S. J. (2017). Re-examining the MIT hypothesis (MITH): What to reject and what to revive? Journal International Money and Finance, 73: 41–61. Im, K. S., Pesaran, M. H. and Shin, Y. (1997). Testing for unit roots in heterogeneous panels. Mimeo, Department of Applied Economics, University of Cambridge. Kapetanios, G., Shin, Y. and Snell, A. (2003). Testing for a Unit Root in the Nonlinear STAR Framework. Journal of Econometrics 112: 359–379. Kar, S., Roy, A. and Sen, K. (2019). The double trap: Institutions and economic development. Economic Modelling, 76: 243–259. Lavopa, A. and Szirmai, A. (2018). Structural modernisation and development traps. An empirical approach. World Development, 112: 59–73. Levin, A. and Lin, C.-F. (1992). ‘Unit root tests in panel data: asymptotic and finite-sample properties’, University of California-San Diego, Discussion Paper 92-23. Levin, A. and Lin, C.-F. (1993). Unit root tests in panel data: new results. University of California-San Diego, Discussion Paper 93-56. Leybourne, S., Newbold, P. and Vougas, D. (1998). Unit Roots and Smooth Transitions. Journal of Time Series Analysis 191: 83-97. Nakatani, T. and Skott, P. (2007). Japanese growth and stagnation: A Keynesian perspective. Structural Change and Economic Dynamics, 18: 306–332. Oh, K.-Y. (1996). Purchasing power parity and unit root tests using panel data. Journal of International Money and Finance, 15: 405–418. Otsuka, K., Higuchi, Y. and Sonobe, T. (2017). MITs in East Asia : An inquiry into causes for slowdown in income growth. China Economic Review, 46: S3–S16. Ozturk, A. (2016). Examining the economic growth and the MIT from the perspective of the middle class. International Business Review, 25 (3): 726–738. Perron, P. and Vogelsang, T.J. (1992). Non-stationarity and level shifts with an application to purchasing power parity. Journal of Business and Economics Statistics, 10: 301–320. Raiser, M., Wes, M. and Yilmaz, A. (2016). Beyond convergence: Poland and Turkey en route to high income. Central Bank Review, 16: 7–17. Saner, R., Yiu, L. & S. Gopinathan, S. (2014). Learning to Grow Beyond the Middle Income Trap: Singapore as an Export Model? International Development Policy Discussion Paper No.5.3/2014, [accessed on March 16, 2019], available at http://poldev.revues.org/1803. DOI:10.4000/poldev.1803. Sarno, L. and Taylor, M. (1998). Real exchange rates under the recent float: unequivocal evidence of mean reversion. Economics Letters, 60: 131–137. Schiopu, I. (2015). Technology adoption, human capital formation and income differences. Journal of Macroeconomics, 45: 318–335. Sen, K. and Tyce, M. (2019). The elusive quest for high income status—Malaysia and Thailand in the post-crisis years. Structural Change and Economic Dynamics, 48: 117–135. Song, F. M. and Wu, Y. (1997). Hysteresis in Unemployment: Evidence from 48 US States. Economic Inquiry, 35: 235-243. Tamura, R., Dwyer, J., Devereux, J. and Baier, S. (2019). Economic growth in the long run. Journal of Development Economics, 137: 1–35. Völlmecke, D., Jindra, B., Marek, P., 2016. FDI, human capital and income convergence—Evidence for European regions. Economic System, 40: 288–307. Waqas, Y., Hashmi, S.H., Nazir, M.I., 2015. Macroeconomic factors and foreign portfolio investment volatility: A case of South Asian countries. Future Business Journal, 1: 65–74. World Bank (2013). Development Research Center of the State Council, the People’s Republic of China. 2013. China 2030: Building a Modern, Harmonious, and Creative Society. Washington, DC: World Bank. https://openknowledge.worldbank.org/handle/10986/12925 Yang, F. (2019). The impact of financial development on economic growth in middle-income countries. Journal of International Financial Markets, Institutions and Money, 59: 74–89. Yavuz-Tiftikcigil, B., Guris, B., and Yasgul, Y.S. (2018). Does Middle-income Trap Exist? Evidence From Emerging Economies: E7 Countries For 1969-2015. Revista Galega de Economía 27(1): 145-158. Ye, L., and Robertson, P. E. (2016). On the Existence of a Middle‐Income Trap. Economic Record 92 (297): 173-189. Yılmaz, G. (2016). Labor productivity in the middle-income trap and the graduated countries. Central Bank Review, 16(2): 73-83. Yusuf, S. (2017). Middle-income countries: trapped or merely slowing? Asian-Pacific Economic Literature, 31: 19–29. Zivot, E. and Andrews, D.W.K. (1992). Further evidence on Great Crash, the oil price shock and the unit root hypothesis. Journal of Business and Economic Statistics, 10: 251–270. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/98672 |