Main Article Content
Abstract
Purpose ―Current paper assesses the impact of macroeconomic variables on Pakistan's economic growth.
Method ― This study analyzed the data using the Markov Regime switching (MS) model using monthly data for 1981-2020. Firstly, BDS and CUSUM square tests were applied to detect the non-linearity of the model.
Results ―The model is non-linear, so the Markov regime-switching model is used for analysis. Each regime's mean and variance are highly significant and show a high growth regime with high volatility and a low growth regime with low volatility. Furthermore, the results show that inflation, interest rate, and trade openness negatively impact while real effective exchange rates positively affect development in both regimes. The negative effect of interest rate, exchange rate, inflation, and trade openness become more pronounced in low growth regimes.
Implication ― This study suggests that policymakers should consider the non-linear behaviour of macroeconomics. This will help to formulate better policies for the economy's economic growth.
Originality ―The current research adds to the existing literature by identifying the non-linear effect of growth indicators on economic growth, which was previously neglected in the case of Pakistan.
Keywords
Article Details
Copyright (c) 2022 Asma Fiaz, Nabila Khurshid, Ahsan ul Haq Satti
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References
Agalega, E., & Antwi, S. (2013). The impact of macroeconomic variables on gross domestic product: empirical evidence from Ghana. International Business Research, 6(5), 108.
Ahmad, A., Ahmad, N., & Ali, S. (2013). Exchange rate and economic growth in Pakistan (1975-2011). Journal of Basic and Applied Scientific Research, 3(8), 740–746.
Aizenman, J., & Lee, J. (2008). Real exchange rate, mercantilism and the learning by doing externality (NBER Working Paper Series No. 13853). https://doi.org/10.3386/w13853
Akram, N. (2011). Impact of public debt on the economic growth of Pakistan. The Pakistan Development Review, 50(4), 599–615. Retrieved from http://www.jstor.org/stable/23617723
Ali, W., & Abdullah, A. (2015). The impact of trade openness on the economic growth of Pakistan: 1980-2010. An International Journal, 7(2), 120–129.
Anaripour, J. T. (2011). Study on relationship between interest rate and economic growth by Eviews (2004-2010, Iran). Journal of Basic and Applied Scientific Research, 1(11), 2346–2352.
Anowor, O. F., & Okorie, G. C. (2016). A reassessment of the impact of monetary policy on economic growth: Study of Nigeria. International Journal of Developing and Emerging Economies, 4(1), 82–90.
Asfaw, H. A. (2014). Trade policy and economic growth in Sub-Saharan Africa: A panel data approach. American Journal of Trade and Policy, 1(3), 95–102. https://doi.org/10.18034/ajtp.v1i3.370
Ayyoub, M., Chaudhry, I. S., & Farooq, F. (2011). Does inflation affect economic growth? The case of Pakistan. Pakistan Journal of Social Sciences (PJSS), 3(1), 51–64.
Bader, M., & Malawi, A. I. (2010). The impact of interest rate on investment in Jordan: A cointegration analysis. Economics and Administration, 24(1), 199–209.
Barro, R. J. (1996). Democracy and growth. Journal of Economic Growth, 1(1), 1–27.
Bashir, U., Ahmed, M., & Khan, M. A. (2017). Interest rate and economic growth nexus in Pakistan: An investigation using maximum entropy bootstrap approach. Retrieved from https://www.pide.org.pk/psde/pdf/AGM34/papers/Uzma-Bashir.pdf
Benigno, G., Converse, N., & Fornaro, L. (2015). Large capital inflows, sectoral allocation, and economic performance. Journal of International Money and Finance, 55, 60–87.
Blattman, C., Hwang, J., & Williamson, J. G. (2003). The terms of trade and economic growth in the periphery 1870-1938 (NBER Working Paper Series No. 9940).
Bleaney, M., & Greenaway, D. (2001). The impact of terms of trade and real exchange rate volatility on investment and growth in sub-Saharan Africa. Journal of Development Economics, 65(2), 491–500.
Broock, W. A., Scheinkman, J. A., Dechert, W. D., & LeBaron, B. (1996). A test for independence based on the correlation dimension. Econometric Reviews, 15(3), 197–235. https://doi.org/10.1080/07474939608800353
Cakir, M. (2009). Terms of trade and economic growth of emerging market economies. In The International Conference on Administration and Business University of Bucharest (pp. 14–15).
Chang, R., Kaltani, L., & Loayza, N. V. (2009). Openness can be good for growth: The role of policy complementarities. Journal of Development Economics, 90(1), 33–49. https://doi.org/10.1016/j.jdeveco.2008.06.011
Chowdhury, A. H. M. Y., Hamid, M. K., & Akhi, R. A. (2019). Impact of macroeconomic variables on economic growth: Bangladesh perspective. Information Management and Computer Science, 2(2), 19–22. https://doi.org/10.26480/imcs.02.2019.19.22
Chughtai, M. W., Malik, M. W., & Aftab, R. (2015). Impact of major economic variables on economic growth of Pakistan. Acta Universitatis Danubius: Oeconomica, 11(2), 94–106.
Coe, D. T., & Helpman, E. (1995). International R&D spillovers. European Economic Review, 39(5), 859–887. https://doi.org/10.1016/0014-2921(94)00100-E
Di Nino, V., Eichengreen, B., & Sbracia, M. (2011). Real exchange rates, trade, and growth: Italy 1861-2011 (Quaderni di storia economica (Economic History Working Papers) No. 10).
Dollar, D., & Kraay, A. (2004). Trade, growth, and poverty. The Economic Journal, 114(493), F22–F49. https://doi.org/10.1111/j.0013-0133.2004.00186.x
Fallahi, F. (2011). Causal relationship between energy consumption (EC) and GDP: A Markov-switching (MS) causality. Energy, 36(7), 4165–4170. https://doi.org/10.1016/j.energy.2011.04.027
Fasanya, I. O., Onakoya, A. B. O., & Agboluaje, M. A. (2013). Does monetary policy influence economic growth in Nigeria? Asian Economic and Financial Review, 3(5), 635–646.
Fatima, G., Ahmed, A. M., & Rehman, W. U. (2011). Fiscal deficit and economic growth: An analysis of Pakistan’s economy. International Journal of Trade, Economics and Finance, 2(6), 501–504. https://doi.org/10.7763/ijtef.2011.v2.156
Fatima, N. (2010). Analysing the terms of trade: Effect for Pakistan (PIDE Working Papers No. 2010: 59).
Fenira, M. (2015). Trade openness and growth in developing countries: An analysis of the relationship after comparing trade indicators. Asian Economic and Financial Review, 5(3), 468–482.
Fischer, S. (1983). Inflation and growth (NEBR Working Papers No. 1235).
Frankel, J. A., & Romer, D. H. (1999). Does trade cause growth? American Economic Review, 89(3), 379–399.
Ghosh, A. R., Ostry, J. D., & Qureshi, M. S. (2015). Exchange rate management and crisis susceptibility: A reassessment. IMF Economic Review, 63(1), 238–276.
Glüzmann, P. A., Levy-Yeyati, E., & Sturzenegger, F. (2012). Exchange rate undervaluation and economic growth: Díaz Alejandro (1965) revisited. Economics Letters, 117(3), 666–672. https://doi.org/10.1016/j.econlet.2012.07.022
Grimes, A. (2006). A smooth ride: Terms of trade, volatility and GDP growth. Journal of Asian Economics, 17(4), 583–600.
Hamilton, J. D. (1990). Analysis of time series subject to changes in regime. Journal of Econometrics, 45(1–2), 39–70. https://doi.org/10.1016/0304-4076(90)90093-9
Harswari, M. H. A. B. N., & Hamza, S. M. (2017). The impact of interest rate on economic development: A study on Asian countries. International Journal of Accounting & Business Management, 5(1), 180–188. https://doi.org/24924/ijabm/2017.04/v5.iss1/180.188
Huang, L.-C., & Chang, S.-H. (2014). Revisit the nexus of trade openness and GDP growth: Does the financial system matter? The Journal of International Trade & Economic Development, 23(7), 1038–1058. https://doi.org/10.1080/09638199.2013.830638
Hussain, S., & Malik, S. (2011). Inflation and economic growth: Evidence from Pakistan. International Journal of Economics and Finance, 3(5), 262–276.
Ijaz, K., Zakaria, M., & Fida, B. A. (2014). Terms-of-trade volatility and inflation in Pakistan. The Lahore Journal of Economics, 19(1), 111–132.
Javed, I., Nabi, I., Yasin, M., & Razzaq, A. (2018). Macro determinants of exports from Pakistan to United Arab Emirates (UAE): An empirical analysis. Journal of Agricultural Research, 56(3), 209–214.
Jawaid, S. T., & Raza, S. A. (2013). Effects of terms of trade on growth performance of India. Economic Modelling, 33, 940–946. https://doi.org/10.1016/j.econmod.2013.04.043
Jawaid, S. T., & Waheed, A. (2011). Effects of terms of trade and its volatility on economic growth: A cross country empirical investigation. Transition Studies Review, 18(2), 217–229. https://doi.org/10.1007/s11300-011-0201-7
Kalumbu, S. A., & Sheefeni, J. P. S. (2014). Terms of trade and economic growth in Namibia. International Review of Research in Emerging Markets and the Global Economy, 1(3), 90–101.
Kanzler, B., Kuschert, S. J., Liu, Y. H., & Mallo, M. (1998). Hoxa-2 restricts the chondrogenic domain and inhibits bone formation during development of the branchial area. Development, 125(14), 2587–2597. https://doi.org/10.1242/dev.125.14.2587
Keho, Y. (2017). The impact of trade openness on economic growth: The case of Cote d’Ivoire. Cogent Economics & Finance, 5(1), 1332820. https://doi.org/10.1080/23322039.2017.1332820
Khan, G. Y., Anwar, M. M., & Anwar, A. (2020). Trade openness and economic growth nexus in Pakistan. Global Economics Review, 5(4), 24–33. https://doi.org/10.31703/ger.2020(V-IV).03
Khan, M. A., & Khan, S. (2018). Inflation and the economic growth: Evidence from Five Asian Countries. Pakistan Journal of Applied Economics, 28(2), 235–252.
Khawaja, M. I., & Din, M. (2007). Determinants of interest spread in Pakistan. The Pakistan Development Review, 46(2), 129–143.
Kim, D.-H., Lin, S.-C., & Suen, Y.-B. (2012). The simultaneous evolution of economic growth, financial development, and trade openness. The Journal of International Trade & Economic Development, 21(4), 513–537. https://doi.org/10.1080/09638199.2010.497933
Klein, M. W., & Shambaugh, J. C. (2012). Exchange rate regimes in the modern era. Cambridge, MA.: MIT Press.
Koukouritakis, M. (2004). EU accession effects on trade flows: The case of Greece. South-Eastern Europe Journal of Economics, 2(2), 61–79.
Krueger, A. O. (1978). Longer-term response to phase III. In Foreign trade regimes and economic development: Liberalization attempts and consequences (pp. 185–217). Cambridge, MA.: National Bureau of Economic Research, Inc. Retrieved from http://www.nber.org/chapters/c3858.pdf
Lee, K.-S., & Werner, R. A. (2018). Reconsidering monetary policy: An empirical examination of the relationship between interest rates and nominal GDP growth in the U.S., U.K., Germany and Japan. Ecological Economics, 146, 26–34. https://doi.org/10.1016/j.ecolecon.2017.08.013
Mbulawa, S. (2015). Effect of macroeconomic variables on economic growth in Botswana. Journal of Economics and Sustainable Development, 6(4), 68–78.
Mohsin, M., Majeed, M. kashif, & SobiaNaseem. (2018). Impact of inflation rate and exchange rate on GDP: Evidence from Pakistan. American Journal of Research, (5–6), 25–30. https://doi.org/10.26739/2573-5616-2018-3-2-3
Muhammad, S. D., Lakhan, G. R., Zafar, S., & Noman, M. (2013). Rate of interest and its impact on investment to the extent of Pakistan. Pakistan Journal of Commerce and Social Sciences, 7(1), 91–99.
Precious, C., & Makhetha-Kosi, P. (2014). Impact of monetary policy on economic growth: A case study of South Africa. Mediterranean Journal of Social Sciences, 5(15), 6–76.
Rigobon, R., & Rodrik, D. (2005). Rule of law, democracy, openness, and income: Estimating the interrelationships. Economics of Transition, 13(3), 533–564. https://doi.org/10.1111/j.1468-0351.2005.00226.x
Ristanović, V. (2010). Macroeconomic determinant of economic growth and world economic-financial crisis. Facta Universitatis, Series: Economics and Organization, 7(1), 17–33.
Rivera-Batiz, L. A., & Romer, P. M. (1991). International trade with endogenous technological change. European Economic Review, 35(4), 971–1001. https://doi.org/10.1016/0014-2921(91)90048-N
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