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Regime Switches in Pakistan's Fiscal Policy: Markov-Switching VAR Approach

Author

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  • Ali, Wajid
  • Ahmad, Iftikhar
  • Javed, Asif
  • Rafiq, Sara

Abstract

Pakistan’s economy experienced many ups and downs during the last four decades. These structural shifts (asymmetries) cannot be detected via linear econometric models. This paper employs the Markov Regime-Switching vector autoregression (MS-VAR) model with time-varying transition probabilities to identify the high and low growth regimes. After establishing structural shifts in the data, next, we estimate the linear VAR model in each regime to test the effects of fiscal shocks on output, and we also test the twin deficit hypothesis as well as the crowding-out investment effect. Different specifications of MS-VAR models with Constant Transition Probability (CTP) and time-varying transition probability (TVTP) were tested, among which the best fit model with four regimes is chosen for analysis. The four regimes identified are the low growth regimes from 1973 to 1979 and from 1989 to 1999 and the high growth regimes from 1980 to 1988 and from 2000 to 2010. The results from the subsample analysis show that the response of output to positive spending shock is increasing in high growth regimes and decreasing in low growth regimes. Similarly, a tax shock has a statistically insignificant impact on output except for the last regime where a tax shock is positively associated with output growth. An expansionary fiscal policy crowds-out private investment in low growth regimes (i.e. in first and third regimes) while a positive effect on private investment is observed during high growth regimes (second and fourth regimes). Lastly, twin deficit is observed in all regimes.

Suggested Citation

  • Ali, Wajid & Ahmad, Iftikhar & Javed, Asif & Rafiq, Sara, 2020. "Regime Switches in Pakistan's Fiscal Policy: Markov-Switching VAR Approach," Asian Journal of Applied Economics, Kasetsart University, Center for Applied Economics Research, vol. 27(2).
  • Handle: RePEc:ags:thkase:334398
    DOI: 10.22004/ag.econ.334398
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    References listed on IDEAS

    as
    1. Subhani, Muhammad Imtiaz, 2010. "Impact of Fiscal Policy on the Economy of Pakistan," MPRA Paper 36172, University Library of Munich, Germany.
    2. Mahmood Khalid & Wasim Shahid Malik & Wasim Abdul Sattar, 2007. "The Fiscal Reaction Function and the Transmission Mechanism for Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 46(4), pages 435-447.
    3. Afia Malik, 2013. "Private Investment And Fiscal Policy In Pakistan," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 38(1), pages 83-109, March.
    4. Filardo, Andrew J. & Gordon, Stephen F., 1998. "Business cycle durations," Journal of Econometrics, Elsevier, vol. 85(1), pages 99-123, July.
    5. Baxter, Marianne & King, Robert G, 1993. "Fiscal Policy in General Equilibrium," American Economic Review, American Economic Association, vol. 83(3), pages 315-334, June.
    6. Attiya Yasmin Javid & Umaima Arif, 2009. "Dynamic Effects of Changes in Government Spending in Pakistan’s Economy," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 48(4), pages 973-988.
    7. Francisco Castro & Daniel Garrote, 2015. "The effects of fiscal shocks on the exchange rate in the EMU and differences with the USA," Empirical Economics, Springer, vol. 49(4), pages 1341-1365, December.
    8. Hansen, Bruce E, 1996. "Inference When a Nuisance Parameter Is Not Identified under the Null Hypothesis," Econometrica, Econometric Society, vol. 64(2), pages 413-430, March.
    9. Nasir M. Khilji & Akhtar Mahmood, 1997. "Military Expenditures and Economic Growth in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 36(4), pages 791-808.
    10. Estrella, Arturo & Hardouvelis, Gikas A, 1991. "The Term Structure as a Predictor of Real Economic Activity," Journal of Finance, American Finance Association, vol. 46(2), pages 555-576, June.
    11. Francesco Giavazzi & Marco Pagano, 1990. "Can Severe Fiscal Contractions Be Expansionary? Tales of Two Small European Countries," NBER Chapters, in: NBER Macroeconomics Annual 1990, Volume 5, pages 75-122, National Bureau of Economic Research, Inc.
    12. Tommaso Monacelli & Roberto Perotti, 2010. "Fiscal Policy, the Real Exchange Rate and Traded Goods," Economic Journal, Royal Economic Society, vol. 120(544), pages 437-461, May.
    13. Giancarlo Corsetti & André Meier & Gernot J. Müller, 2012. "What determines government spending multipliers? [Mafia and public spending: Evidence of the fiscal multiplier from a quasi-experiment’, mimeo]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 27(72), pages 521-565.
    14. Miyazaki, Tomomi, 2010. "The effects of fiscal policy in the 1990s in Japan: A VAR analysis with event studies," Japan and the World Economy, Elsevier, vol. 22(2), pages 80-87, March.
    15. Olivier Blanchard & Roberto Perotti, 2002. "An Empirical Characterization of the Dynamic Effects of Changes in Government Spending and Taxes on Output," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(4), pages 1329-1368.
    16. Zafar Iqbal & Ghulam Mustafa Zahid, 1998. "Macroeconomic Determinants of Economic Growth in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 37(2), pages 125-148.
    17. repec:oup:ecpoli:v:27:y:2012:i:72:p:521-565 is not listed on IDEAS
    18. Goldfeld, Stephen M. & Quandt, Richard E., 1973. "A Markov model for switching regressions," Journal of Econometrics, Elsevier, vol. 1(1), pages 3-15, March.
    19. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-384, March.
    20. Roel Beetsma & Massimo Giuliodori & Franc Klaassen, 2008. "The Effects of Public Spending Shocks on Trade Balances and Budget Deficits in the European Union," Journal of the European Economic Association, MIT Press, vol. 6(2-3), pages 414-423, 04-05.
    21. Attiya Y. Javid & Umaima Arif & Abdul Sattar, 2008. "Testing the Fiscal Theory of Price Level in Case of Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 47(4), pages 763-778.
    22. Filardo, Andrew J, 1994. "Business-Cycle Phases and Their Transitional Dynamics," Journal of Business & Economic Statistics, American Statistical Association, vol. 12(3), pages 299-308, July.
    23. Anjum Aqeel & Mohammed Nishat, 2000. "The Twin Deficits Phenomenon: Evidence from Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 39(4), pages 535-550.
    24. Muhammad Ismail & Fazal Husain, 2012. "Fiscal Discretion and Its Impact on Pakistan Economy," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 51(4), pages 339-364.
    25. Kim, Soyoung & Roubini, Nouriel, 2008. "Twin deficit or twin divergence? Fiscal policy, current account, and real exchange rate in the U.S," Journal of International Economics, Elsevier, vol. 74(2), pages 362-383, March.
    26. Kim, Soyoung, 2003. "Structural Shocks And The Fiscal Theory Of The Price Level In The Sticky Price Model," Macroeconomic Dynamics, Cambridge University Press, vol. 7(5), pages 759-782, November.
    27. Zafar Iqbal, 1994. "Macroeconomic Effects of Adjustment Lending in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 33(4), pages 1011-1031.
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