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An Analysis of the Relationship between Inflation and Gold Prices: Evidence from Pakistan

Author

Listed:
  • Saira Tufail

    (Lecturer in Economics, Fatima Jinnah Women University, Islamabad, Pakistan.)

  • Sadia Batool

    (MPhil Student, Pakistan Institute of Development Economics, Islamabad, Pakistan.)

Abstract

In this study, we formulate a new inflation equation to capture the potential effects of gold and stock prices on inflation in Pakistan. We aim to assess the inflation-hedging properties of gold compared to other assets such as real estate, stock exchange securities, and foreign currency holdings. Applying time-series econometric techniques (cointegration and vector error correction models) to data for 1960–2010, we find that gold is a potential determinant of inflation in Pakistan. On the other hand, it also provides a complete hedge against unexpected inflation. Real estate assets are more than a complete hedge against expected inflation, although stock exchange securities outperform gold and real estate as a hedge against unexpected inflation. Foreign currency proves to be an insignificant hedge against inflation. Given the dual nature of the relationship between gold and inflation, it is increasingly important for the government to monitor and regulate the gold market in Pakistan. Moreover, stock market investment should be encouraged by the government given that asset price inflation does not pose a critical problem for Pakistan as yet.

Suggested Citation

  • Saira Tufail & Sadia Batool, 2013. "An Analysis of the Relationship between Inflation and Gold Prices: Evidence from Pakistan," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 18(2), pages 1-35, July-Dec.
  • Handle: RePEc:lje:journl:v:18:y:2013:i:2:p:1-35
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    References listed on IDEAS

    as
    1. Mohsin S. Khan & Axel Schimmelpfennig, 2006. "Inflation in Pakistan: Money or Wheat?," SBP Research Bulletin, State Bank of Pakistan, Research Department, vol. 2, pages 213-234..
    2. Tuomas Komulainen & ) & Johanna Lukkarila, 2003. "What drives financial crises in emerging markets?," Macroeconomics 0304010, University Library of Munich, Germany.
    3. Dirk G. Baur & Brian M. Lucey, 2010. "Is Gold a Hedge or a Safe Haven? An Analysis of Stocks, Bonds and Gold," The Financial Review, Eastern Finance Association, vol. 45(2), pages 217-229, May.
    4. Tully, Edel & Lucey, Brian M., 2007. "A power GARCH examination of the gold market," Research in International Business and Finance, Elsevier, vol. 21(2), pages 316-325, June.
    5. Patrick Honohan & Philip R. Lane, 2003. "Divergent inflation rates in EMU [‘European financial integration and equity returns: a theory-based assessment’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 18(37), pages 357-394.
    6. repec:zbw:bofitp:2003_005 is not listed on IDEAS
    7. Greg Tkacz, 2007. "Gold Prices and Inflation," Staff Working Papers 07-35, Bank of Canada.
    8. Julio H. G. Olivera, 1964. "On Structural Inflation And Latin-American 'Structuralism'," Oxford Economic Papers, Oxford University Press, vol. 16(3), pages 321-332.
    9. Martin Feldstein, 1983. "Inflation, Tax Rules, and the Stock Market," NBER Chapters, in: Inflation, Tax Rules, and Capital Formation, pages 199-220, National Bureau of Economic Research, Inc.
    10. Harald Hau & Hélène Rey, 2006. "Exchange Rates, Equity Prices, and Capital Flows," The Review of Financial Studies, Society for Financial Studies, vol. 19(1), pages 273-317.
    11. Mishkin, Frederic S., 1990. "What does the term structure tell us about future inflation?," Journal of Monetary Economics, Elsevier, vol. 25(1), pages 77-95, January.
    12. Mohammad Aslam Chaudhary & Naved Ahmad, 1995. "Money Supply, Deficit, and Inflation in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 34(4), pages 945-956.
    13. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    14. Richard A. Ajayi & Mbodja Mougouė, 1996. "On The Dynamic Relation Between Stock Prices And Exchange Rates," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 19(2), pages 193-207, June.
    15. Dipak Ghosh & Eric Levin & Robert E Wright & The Centre for Economic Policy Research, "undated". "Gold as an Inflation Hedge?," Working Papers Series 96/10, University of Stirling, Division of Economics.
    16. Charles H. Wurtzebach & Glenn R. Mueller & Donna Machi, 1991. "The Impact of Inflation and Vacancy on Real Estate Returns," Journal of Real Estate Research, American Real Estate Society, vol. 6(2), pages 153-168.
    17. Boivin, Jean & Ng, Serena, 2006. "Are more data always better for factor analysis?," Journal of Econometrics, Elsevier, vol. 132(1), pages 169-194, May.
    18. Stephen G. Cecchetti & Rita S. Chu & Charles Steindel, 2000. "The unreliability of inflation indicators," Current Issues in Economics and Finance, Federal Reserve Bank of New York, vol. 6(Apr).
    19. Mahdavi, Saeid & Zhou, Su, 1997. "Gold and commodity prices as leading indicators of inflation: Tests of long-run relationship and predictive performance," Journal of Economics and Business, Elsevier, vol. 49(5), pages 475-489.
    20. Mr. Tarhan Feyzioglu, 1997. "Estimating the Equilibrium Real Exchange Rate: An Application to Finland," IMF Working Papers 1997/109, International Monetary Fund.
    21. KOMULAINEN Tuomas LUKKARILA Johanna, 2010. "What Drives Financial Crises in Emerging Markets?," EcoMod2003 330700082, EcoMod.
    22. Stock, James H. & Watson, Mark W., 1999. "Forecasting inflation," Journal of Monetary Economics, Elsevier, vol. 44(2), pages 293-335, October.
    23. Komulainen, Tuomas & Lukkarila, Johanna, 2003. "What drives financial crises in emerging markets?," BOFIT Discussion Papers 5/2003, Bank of Finland Institute for Emerging Economies (BOFIT).
    24. Banerjee, Anindya & Marcellino, Massimiliano, 2006. "Are there any reliable leading indicators for US inflation and GDP growth?," International Journal of Forecasting, Elsevier, vol. 22(1), pages 137-151.
    25. Dornbusch, Rudiger, 1987. "Exchange Rate Economics: 1986," Economic Journal, Royal Economic Society, vol. 97(385), pages 1-18, March.
    26. Martin Feldstein, 1983. "Inflation and the Stock Market," NBER Chapters, in: Inflation, Tax Rules, and Capital Formation, pages 186-198, National Bureau of Economic Research, Inc.
    27. Fama, Eugene F, 1981. "Stock Returns, Real Activity, Inflation, and Money," American Economic Review, American Economic Association, vol. 71(4), pages 545-565, September.
    28. Fama, Eugene F. & Schwert, G. William, 1977. "Asset returns and inflation," Journal of Financial Economics, Elsevier, vol. 5(2), pages 115-146, November.
    29. Barnes, Michelle & Boyd, John H. & Smith, Bruce D., 1999. "Inflation and asset returns," European Economic Review, Elsevier, vol. 43(4-6), pages 737-754, April.
    30. Andersen, Torben G. & Bollerslev, Tim & Diebold, Francis X. & Vega, Clara, 2007. "Real-time price discovery in global stock, bond and foreign exchange markets," Journal of International Economics, Elsevier, vol. 73(2), pages 251-277, November.
    31. Christopher Kent & Philip Lowe, 1997. "Asset-price Bubbles and Monetary Policy," RBA Research Discussion Papers rdp9709, Reserve Bank of Australia.
    32. Geske, Robert & Roll, Richard, 1983. "The Fiscal and Monetary Linkage between Stock Returns and Inflation," Journal of Finance, American Finance Association, vol. 38(1), pages 1-33, March.
    33. C. Alan Garner, 1995. "How useful are leading indicators of inflation?," Economic Review, Federal Reserve Bank of Kansas City, vol. 80(Q II), pages 5-18.
    34. Ben S. Bernanke & Mark Gertler, 1999. "Monetary policy and asset price volatility," Economic Review, Federal Reserve Bank of Kansas City, vol. 84(Q IV), pages 17-51.
    35. De Santis, Giorgio & Gerard, Bruno, 1998. "How big is the premium for currency risk?," Journal of Financial Economics, Elsevier, vol. 49(3), pages 375-412, September.
    36. Feldstein, Martin, 2009. "Inflation, Tax Rules, and Capital Formation," National Bureau of Economic Research Books, University of Chicago Press, number 9780226241791, September.
    37. Dornbusch, Rudiger, 1987. "Collapsing exchange rate regimes," Journal of Development Economics, Elsevier, vol. 27(1-2), pages 71-83, October.
    38. Lintner, John, 1975. "Inflation and Security Returns," Journal of Finance, American Finance Association, vol. 30(2), pages 259-280, May.
    39. Dornbusch, Rudiger, 1987. "Exchange Rates and Prices," American Economic Review, American Economic Association, vol. 77(1), pages 93-106, March.
    40. Tahir Mukhtar, 2010. "Does Trade Openness Reduce Inflation? Empirical Evidence from Pakistan," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 15(2), pages 35-50, Jul-Dec.
    41. Khan, Abdul Aleem & Ahmed, Qazi Masood & Hyder, Kalim, 2007. "Determinants oF Recent Inflation in Pakistan," MPRA Paper 16254, University Library of Munich, Germany, revised 2007.
    42. Mohsin S. Khan & Axel Schimmelpfennig, 2006. "Inflation in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 45(2), pages 185-202.
    43. Ashfaque H. Khan & Mohammad Ali Qasim, 1996. "Inflation in Pakistan Revisited," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 35(4), pages 747-759.
    44. Komulainen, Tuomas & Lukkarila, Johanna, 2003. "What drives financial crises in emerging markets?," Emerging Markets Review, Elsevier, vol. 4(3), pages 248-272, September.
    45. Akhtar Hossain, 1990. "The Monetarist versus the Neo-Keynesian Views on the Acceleration of Inflation: Some Evidence from South Asian Countries (with Special Emphasis on Pakistan)," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 29(1), pages 19-32.
    46. Bahram Adrangi & Arjun Chatrath & Rohan Christie David, 2000. "Price discovery in strategically-linked markets: the case of the gold-silver spread," Applied Financial Economics, Taylor & Francis Journals, vol. 10(3), pages 227-234.
    47. M. Ashraf Janjua, 2007. "Pakistan’s External Trade: Does Exchange Rate Misalignment Matter for Pakistan?," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 12(Special E), pages 126-152, September.
    48. Ehsan U. Choudhri & Mohsin S. Khan, 2002. "The Exchange Rate and Consumer Prices in Pakistan: Is Rupee Devaluation In Inflationary?," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 41(2), pages 107-120.
    49. Zulfiqar Hyder & Sardar Shah, 2004. "Exchange Rate Pass-Through to Domestic Prices in Pakistan," SBP Working Paper Series 05, State Bank of Pakistan, Research Department.
    50. M. Ali Kemal, 2006. "Is Inflation in Pakistan a Monetary Phenomenon?," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 45(2), pages 213-220.
    51. Zaidi, S.Akbar, 2005. "Issues in Pakistan's Economy," OUP Catalogue, Oxford University Press, edition 2, number 9780195979145.
    52. M. Aynul Hasan & Ashfaque H. Khan & Hafiz A. Pasha & M. Ajaz Rasheed, 1995. "What Explains the Current High Rate of Inflation in Pakistan?," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 34(4), pages 927-943.
    53. Nadeem Ul Haque & Abdul Qayyum, 2006. "Inflation Everywhere is a Monetary Phenomenon: An Introductory Note," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 45(2), pages 179-183.
    54. Ahmed M. Khalid, 2005. "Economic Growth, Inflation, and Monetary Policy in Pakistan: Preliminary Empirical Estimates," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 44(4), pages 961-974.
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    More about this item

    Keywords

    Gold prices; inflation hedging; assets; time series econometrics technique; Pakistan.;
    All these keywords.

    JEL classification:

    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • E37 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Forecasting and Simulation: Models and Applications
    • E4 - Macroeconomics and Monetary Economics - - Money and Interest Rates

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