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

Macroeconomic variables economic growth nexus non-linear Markov switching model Pakistan.

Article Details

Author Biographies

Asma Fiaz, School of Economics, Quaid-e-Azam University, Islamabad, Pakistan

School of Economics

Nabila Khurshid, Department of Economics, Comsats University Islamabad, Islamabad, Pakistan

Assistant Professor, Department of economics, Comsats University, Islamabad Pakistan.

Ahsan ul Haq Satti, Pakistan Institute of Development Economics, Quaid-e-Azam University, Islamabad, Pakistan

Economics

How to Cite
Fiaz, A., Khurshid, N., & Satti, A. ul H. (2022). Revisiting the macroeconomic variables and economic growth nexus: A Markov regime-switching approach . Economic Journal of Emerging Markets, 14(1), 101–112. https://doi.org/10.20885/ejem.vol14.iss1.art8

References

  1. Agalega, E., & Antwi, S. (2013). The impact of macroeconomic variables on gross domestic product: empirical evidence from Ghana. International Business Research, 6(5), 108.
  2. 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.
  3. 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
  4. 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
  5. 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.
  6. 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.
  7. 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.
  8. 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
  9. 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.
  10. 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.
  11. Barro, R. J. (1996). Democracy and growth. Journal of Economic Growth, 1(1), 1–27.
  12. 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
  13. Benigno, G., Converse, N., & Fornaro, L. (2015). Large capital inflows, sectoral allocation, and economic performance. Journal of International Money and Finance, 55, 60–87.
  14. 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).
  15. 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.
  16. 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
  17. 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).
  18. 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
  19. 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
  20. 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.
  21. 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
  22. 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).
  23. 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
  24. 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
  25. 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.
  26. 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
  27. Fatima, N. (2010). Analysing the terms of trade: Effect for Pakistan (PIDE Working Papers No. 2010: 59).
  28. 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.
  29. Fischer, S. (1983). Inflation and growth (NEBR Working Papers No. 1235).
  30. Frankel, J. A., & Romer, D. H. (1999). Does trade cause growth? American Economic Review, 89(3), 379–399.
  31. 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.
  32. 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
  33. Grimes, A. (2006). A smooth ride: Terms of trade, volatility and GDP growth. Journal of Asian Economics, 17(4), 583–600.
  34. 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
  35. 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
  36. 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
  37. Hussain, S., & Malik, S. (2011). Inflation and economic growth: Evidence from Pakistan. International Journal of Economics and Finance, 3(5), 262–276.
  38. 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.
  39. 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.
  40. 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
  41. 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
  42. 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.
  43. 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
  44. 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
  45. 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
  46. 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.
  47. Khawaja, M. I., & Din, M. (2007). Determinants of interest spread in Pakistan. The Pakistan Development Review, 46(2), 129–143.
  48. 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
  49. Klein, M. W., & Shambaugh, J. C. (2012). Exchange rate regimes in the modern era. Cambridge, MA.: MIT Press.
  50. Koukouritakis, M. (2004). EU accession effects on trade flows: The case of Greece. South-Eastern Europe Journal of Economics, 2(2), 61–79.
  51. 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
  52. 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
  53. Mbulawa, S. (2015). Effect of macroeconomic variables on economic growth in Botswana. Journal of Economics and Sustainable Development, 6(4), 68–78.
  54. 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
  55. 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.
  56. 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.
  57. 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
  58. Ristanović, V. (2010). Macroeconomic determinant of economic growth and world economic-financial crisis. Facta Universitatis, Series: Economics and Organization, 7(1), 17–33.
  59. 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
  60. Romer, P. (1990). Endogenous technological change. Journal of Political Economy, 98(5), s71–102.
  61. Romer, P. M. (1994). The origins of endogenous growth. The Journal of Economic Perspectives, 8(1), 3–22. https://doi.org/10.1257/jep.8.1.3
  62. Rose, A. K. (2011). Exchange rate regimes in the modern era: Fixed, floating, and flaky. Journal of Economic Literature, 49(3), 652–672. https://doi.org/10.1257/jel.49.3.652
  63. Salian, P., & Gopakumar, K. (2008). Inflation and economic growth in India–An empirical analysis. Indira Gandhi Institute of Development Research. Retrieved from http://www.igidr.ac.in/conf/money/mfc-13/Inflation and Economic Growth in India_Prasanna and Gopakumar_IGDIR.pdf
  64. Semuel, H., & Nurina, S. (2014). Analysis of the effect of inflation, interest rates, and exchange rates on Gross Domestic Product (GDP) in Indonesia. Petra Christian University.
  65. Sharma, A., & Panagiotidis, T. (2005). An analysis of exports and growth in India: Cointegration and causality Evidence (1971–2001). Review of Development Economics, 9(2), 232–248. https://doi.org/10.1111/j.1467-9361.2005.00273.x
  66. Solow, R. M. (1956). A contribution to the theory of economic growth. The Quarterly Journal of Economics, 70(1), 65–94. https://doi.org/10.2307/1884513
  67. Temple, J. (2000). Inflation and growth: Stories short and tall. Journal of Economic Surveys, 14(4), 395–426. https://doi.org/10.1111/1467-6419.00116
  68. Umaru, A., & Zubairu, A. A. (2012). Effect of inflation on the growth and development of the Nigerian economy (An empirical analysis). International Journal of Business and Social Science, 3(10), 183–191.
  69. Van Dan, D., & Binh, V. D. (2019). The effect of macroeconomic variables on economic growth: A cross-country study. In International Econometric Conference of Vietnam (pp. 919–927). Springer Cham.
  70. Winker, P., Gilli, M., & Jeleskovic, V. (2007). An objective function for simulation-based inference on exchange rate data. Journal of Economic Interaction and Coordination, 2(2), 125–145. https://doi.org/10.1007/s11403-007-0020-4
  71. Wong, H. T. (2010). Terms of trade and economic growth in Japan and Korea: An empirical analysis. Empirical Economics, 38(1), 139–158. https://doi.org/10.1007/s00181-009-0259-9
  72. Zoramawa, L. B., Ezekiel, M. P., & Kiru, A. T. (2020). Exchange rate and economic growth nexus: An impact analysis of the Nigerian economy. Journal of Research in Emerging Markets, 2(4), 58–67. https://doi.org/10.30585/jrems.v2i4.446
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