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Estimating Output Gap for Pakistan economy: Structural and Statistical Approaches

Author

Listed:
  • Syed Adnan H. A. S. Bukhari

    (Institute of Business Administration (IBA), Karachi)

  • Safdar Ullah Khan

    (Bond University, Queensland, Australia.)

Abstract

The objective of this study is to estimate potential output vis-à-vis output gap for Pakistan’s economy. This paper reviews six commonly used techniques to estimate potential output and from that the output gap. The results suggest that while measures of output gap are not identical they nonetheless do show some degree of association among each other. Therefore, a composite output gap is calculated for 1950 to 2007. The composite output gap depicts that Pakistan economy has been observing a cyclical episode of periods of excess supply followed by excess demand in the period of analysis. Furthermore, evidence suggests that Pakistan economy is currently experiencing rising demand pressures since FY05. These demand pressures show a high degree of correlation with the rising inflation as shown in the temporal correlation between inflation and composite of output gap measures. Length: 33 pages

Suggested Citation

  • Syed Adnan H. A. S. Bukhari & Safdar Ullah Khan, 2008. "Estimating Output Gap for Pakistan economy: Structural and Statistical Approaches," SBP Working Paper Series 24, State Bank of Pakistan, Research Department.
    • Handle: RePEc:sbp:wpaper:24
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    1. David A Grigorian & Vlad Manole, 2006. "Determinants of Commercial Bank Performance in Transition: An Application of Data Envelopment Analysis," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 48(3), pages 497-522, September.
    2. Marianne Baxter & Robert G. King, 1999. "Measuring Business Cycles: Approximate Band-Pass Filters For Economic Time Series," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 575-593, November.
    3. Andrew Rennison, 2003. "Comparing Alternative Output-Gap Estimators: A Monte Carlo Approach," Staff Working Papers 03-8, Bank of Canada.
    4. Nelson H. Barbosa Filho, 2005. "Estimating Potential Output : a Survey of the Alternative Methods and their Applications to Brazil," Discussion Papers 1092, Instituto de Pesquisa Econômica Aplicada - IPEA.
    5. Dupasquier, Chantal & Guay, Alain & St-Amant, Pierre, 1999. "A Survey of Alternative Methodologies for Estimating Potential Output and the Output Gap," Journal of Macroeconomics, Elsevier, vol. 21(3), pages 577-595, July.
    6. Hodrick, Robert J & Prescott, Edward C, 1997. "Postwar U.S. Business Cycles: An Empirical Investigation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(1), pages 1-16, February.
    7. Tatiana Cesaroni, 2010. "Estimating potential output using business survey data in a svar framework," Economics Bulletin, AccessEcon, vol. 30(3), pages 2249-2258.
    8. Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
    9. Hilde Bjørnland & Leif Brubakk & Anne Jore, 2008. "Forecasting inflation with an uncertain output gap," Empirical Economics, Springer, vol. 35(3), pages 413-436, November.
    10. Harvey, A C & Jaeger, A, 1993. "Detrending, Stylized Facts and the Business Cycle," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(3), pages 231-247, July-Sept.
    11. Galí, Jordi & Rabanal, Pau, 2004. "Technology Shocks and Aggregate Fluctuations: How Well Does the RBC Model Fit Post-War US Data?," CEPR Discussion Papers 4522, C.E.P.R. Discussion Papers.
    12. Cayen, Jean-Philippe & van Norden, Simon, 2005. "The reliability of Canadian output-gap estimates," The North American Journal of Economics and Finance, Elsevier, vol. 16(3), pages 373-393, December.
    13. Faust, Jon & Leeper, Eric M, 1997. "When Do Long-Run Identifying Restrictions Give Reliable Results?," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(3), pages 345-353, July.
    14. Charles Adams & David T. Coe, 1990. "A Systems Approach to Estimating the Natural Rate of Unemployment and Potential Output for the United States," IMF Staff Papers, Palgrave Macmillan, vol. 37(2), pages 232-293, June.
    15. Angelica E. Njuguna & Stephen N. Karingi & Mwangi S. Kimenyi, 2005. "Measuring Potential Output and Output Gap and Macroeconomic Policy: The Case of Kenya," Working papers 2005-45, University of Connecticut, Department of Economics.
    16. Cécile Denis & Kieran Mc Morrow & Werner Röger, 2002. "Production function approach to calculating potential growth and output gaps - estimates for the EU Member States and the US," European Economy - Economic Papers 2008 - 2015 176, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    17. Kuttner, Kenneth N, 1994. "Estimating Potential Output as a Latent Variable," Journal of Business & Economic Statistics, American Statistical Association, vol. 12(3), pages 361-368, July.
    18. Beveridge, Stephen & Nelson, Charles R., 1981. "A new approach to decomposition of economic time series into permanent and transitory components with particular attention to measurement of the `business cycle'," Journal of Monetary Economics, Elsevier, vol. 7(2), pages 151-174.
    19. Khan, Safdar Ullah Khan, 2005. "Macro Determinants of Total Factor Productivity in Pakistan," MPRA Paper 8693, University Library of Munich, Germany, revised 10 Sep 2005.
    20. Göran Bergendahl, 1998. "DEA and benchmarks – an application to Nordic banks," Annals of Operations Research, Springer, vol. 82(0), pages 233-250, August.
    21. Harvey, A C, 1985. "Trends and Cycles in Macroeconomic Time Series," Journal of Business & Economic Statistics, American Statistical Association, vol. 3(3), pages 216-227, June.
    22. Abid Burki & G. S. K. Niazi, 2010. "Impact of financial reforms on efficiency of state-owned, private and foreign banks in Pakistan," Applied Economics, Taylor & Francis Journals, vol. 42(24), pages 3147-3160.
    23. Watson, Mark W., 1986. "Univariate detrending methods with stochastic trends," Journal of Monetary Economics, Elsevier, vol. 18(1), pages 49-75, July.
    24. Ms. Sweta Chaman Saxena & Ms. Valerie Cerra, 2000. "Alternative Methods of Estimating Potential Output and the Output Gap: An Application to Sweden," IMF Working Papers 2000/059, International Monetary Fund.
    25. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    26. Paul Conway & Ben Hunt, 1997. "Estimating potential output: a semi-structural approach," Reserve Bank of New Zealand Discussion Paper Series G97/9, Reserve Bank of New Zealand.
    27. Yigal Menashe & Yossi Yakhin, 2004. "Mind the Gap: Structural and Nonstructural Approaches to Estimating Israel's Output Gap," Israel Economic Review, Bank of Israel, vol. 2(2), pages 79-106.
    28. Fabio Scacciavillani & Phillip Swagel, 2002. "Measures of potential output: an application to Israel," Applied Economics, Taylor & Francis Journals, vol. 34(8), pages 945-957.
    29. Gradzewicz, Michal & Kolasa, Marcin, 2004. "Estimating the output gap in the Polish economy: the VECM approach," MPRA Paper 28227, University Library of Munich, Germany.
    30. Nelson, Charles R. & Plosser, Charles I., 1982. "Trends and random walks in macroeconmic time series : Some evidence and implications," Journal of Monetary Economics, Elsevier, vol. 10(2), pages 139-162.
    31. Gordon de Brouwer, 1998. "Estimating Output Gaps," RBA Research Discussion Papers rdp9809, Reserve Bank of Australia.
    32. Claude Giorno & Pete Richardson & Deborah Roseveare & Paul van den Noord, 1995. "Estimating Potential Output, Output Gaps and Structural Budget Balances," OECD Economics Department Working Papers 152, OECD Publishing.
    33. Chantal Dupasquier & Alain Guay & Pierre St-Amant, 1997. "A Comparison of Alternative Methodologies for Estimating Potential Output and the Output Gap," Staff Working Papers 97-5, Bank of Canada.
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    Cited by:

    1. Adnan Haider Bukhari & Safdar Ullah Khan, 2008. "A Small Open Economy DSGE Model for Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 47(4), pages 963-1008.
    2. Muhammad Shahbaz Shabbir & Muhammad Shahbaz & Muhammad Zeshan, 2014. "Renewable and Nonrenewable Energy Consumption, Real GDP and CO2 Emissions Nexus: A Structural VAR Approach in Pakistan," Bulletin of Energy Economics (BEE), The Economics and Social Development Organization (TESDO), vol. 2(3), pages 91-105, September.
    3. Abhilash Nair & Vinod R, 2015. "Determinants of allocative, scale and scope efficiencies of Indian banks," Working papers 177, Indian Institute of Management Kozhikode.
    4. Ahsan ul Haq Satti & Wasim Shahid Malik, 2017. "The Unreliability of Output-Gap Estimates in Real Time," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 56(3), pages 193-219.
    5. Muhammad Nadim Hanif & Muhammad Jahanzeb Malik, 2015. "Evaluating the Performance of Inflation Forecasting Models of Pakistan," SBP Research Bulletin, State Bank of Pakistan, Research Department, vol. 11, pages 43-78.
    6. Maya Panorama, 2017. "Effect of Monetary Aspects on the Performance of Islamic Banks in Indonesia," International Journal of Economics and Financial Issues, Econjournals, vol. 7(4), pages 76-85.
    7. Adnan Haider & Musleh ud Din & Ejaz Ghani, 2012. "Monetary Policy, Informality and Business Cycle Fluctuations in a Developing Economy Vulnerable to External Shocks," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 51(4), pages 609-681.
    8. Malik, M. Fahad & Awan, Dr Masood Sarwar & Malik, Dr Waseem Shahid, 2020. "Macroeconomic Shocks: Short-Run versus Long-Run Perspectives," MPRA Paper 99103, University Library of Munich, Germany.
    9. Goksel, Turkmen & Ozturkler, Harun, 2012. "The Comparison of the Recent Crises in Turkey in terms of Output Gap," MPRA Paper 40806, University Library of Munich, Germany.

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    More about this item

    Keywords

    Gross domestic product; potential output; output gap;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • E37 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Forecasting and Simulation: Models and Applications

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