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

Authors

  • Saira Tufail Lecturer in Economics, Fatima Jinnah Women University, Islamabad, Pakistan.
  • Sadia Batool MPhil Student, Pakistan Institute of Development Economics, Islamabad, Pakistan.

Keywords:

Gold prices, inflation hedging, assets, time series econometrics technique, 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.

References

Adrangi, B., Chatrath, A., & Christie-David, R. (2000). Price discovery in strategically linked markets: The case of the gold-silver spread. Applied Financial Economics, 10(3), 227–234.

Adrangi, B., Chatrath, A., & Sanvicente, A. Z. (2000). Inflation, output, and stock prices: Evidence from Brazil. Journal of Applied Business Research, 18(1), 61–76.

Agha, I. A., & Khan, M. S. (2006). An empirical analysis of fiscal imbalances and inflation in Pakistan. State Bank of Pakistan Research Bulletin, 2(2), 343–362.

Ajayi, R. A., & Mougoue, M. (1996). On the dynamic relation between stock prices and exchange rates. Journal of Financial Research, 2, 193–207.

Alavi Rad, A. (2006). The budget deficit and inflationary process in Iran: Apply VAR method. Journal of Political and Economic Ettela’at, 20, 258–267.

Andersen, T. G., Bollerslev, T., Diebold, F. X., & Vega, C. (2007). Real time price discovery in global stock, bond and foreign exchange markets. Journal of International Economics, 73(2), 251–277.

Artigas, J. C. (2010). Linking global money supply to gold and to future inflation. London, UK: World Gold Council.

Banerjee, A., & Marcellino, M. (2006). Are there any reliable leading indicators for US inflation and GDP growth? International Journal of Forecasting, 22, 137–151.

Barnes, M., Boyd, J. H., & Smith, B. D. (1999). Inflation and asset returns. European Economic Review, 43(4–6), 737–754.

Baumol, W. (1967). Macroeconomics of unbalanced growth: The anatomy of urban crisis. American Economic Review, 57(3), 415–426.

Baur, D., & Lucey, B. (2006). Is gold a hedge or safe haven? An analysis of stocks bonds and gold (Discussion Paper No. 198). Dublin, Ireland: Institute for International Integration Studies.

Bernanke, B., & Gertler, M. (2000). Monetary policy and asset price volatility (Working Paper No. 7559). Cambridge, MA: National Bureau of Economic Research.

Bhose, S. (2012). The new gold seasonal trends [Webpage]. Retrieved 14 June 2012, from http://www.goldratefortoday.net/shamikbhose/ shamik-bhose-gold-trend-9067600

Bilquees, F. (1988). Inflation in Pakistan: Empirical evidence on the monetarist and structuralist hypotheses. Pakistan Development Review, 27(2), 109–130.

Boivin, J., & Ng, S. (2006). Are more data always better for factor analysis? Journal of Econometrics, 132, 169–194.

Capie, F., Mills, T. C., & Wood, G. (2004). Gold as a hedge against the US dollar (Research Study No. 30). London, UK: World Gold Council.

Case, B., & Wachter, S. M. (2011). Inflation and real estate investments (Mimeo). Philadelphia, PA: University of Pennsylvania.

Cecchetti, S. G., Chu, R. S., & Steindel, C. (2000). The unreliability of inflation indicators. Current Issues in Economics and Finance, 6(4), 1–6.

Chaudhary, M. A., & Ahmad, N. (1995). Money supply, deficit, and inflation in Pakistan. Pakistan Development Review, 34(4), 945–956.

Choudhri, E. U., & Khan, M. S. (2002). The exchange rate and consumer prices in Pakistan: Is rupee devaluation inflationary? Pakistan Development Review, 41(2), 107–120.

Dempster, N. (2008). What does a US recession imply for the gold price? London, UK: World Gold Council.

Dempster, N. (2010). Response to Basel Committee on Banking Supervision’s consultative document: International framework for liquidity risk measurement, standards and monitoring, December 2009. London, UK: World Gold Council.

Dempster, N., & Artigas, J. C. (2009). Gold as a tactical inflation hedge and long-term strategic asset. London, UK: World Gold Council.

De Santis, G., & Gerard, B. (1998). How big is the premium for currency risk? Journal of Financial Economics, 49(3), 375–412.

Dornbusch, R. (1987). Exchange rates, devaluation, and adjustment: Exchange rate policy in developing countries. Cambridge, MA: MIT Press.

Fama, E. F. (1981). Stock returns, real activity, inflation and money. American Economic Review, 71(4), 545–565.

Fama, E. F., & Schwert, G. W. (1977). Asset returns and inflation. Journal of Financial Economics, 5(2), 115–146.

Feldstein, M. (1983). Inflation and the stock market. In Inflation, tax rules, and capital formation, 186–198. Cambridge, MA: National Bureau of Economic Research.

Feyzioglu, T. (1997). Estimating the equilibrium real exchange rate: An application to Finland (Working Paper No. 97/109). Washington, DC: International Monetary Fund.

Fisher, I. (1930). The theory of interest. New York, NY: Macmillan.

Garner, C. A. (1995). How useful are leading indicators of inflation? Federal Reserve Bank of Kansas City Economic Review, 80, 5–18.

Geske, R., & Roll, R. (1983). The fiscal and monetary linkage between stock returns and inflation. Journal of Finance, 38(1), 1–33.

Ghosh, D., Levin, E. J., Macmillan, P., & Wright, R. E. (2004). Gold as an inflation hedge? Studies in Economics and Finance, 22, 1–25.

Gordon, M. J. (1962). The investment, financing and valuation of the corporation. Homewood, IL: Irwin.

Gujarati, D. N., & Porter, D. C. (2009). Basic econometrics. 5th ed., 737–768. New York, NY: McGraw- Hill.

Haque, N., & Qayyum, A. (2006). Inflation everywhere is a monetary phenomenon: An introductory note. Pakistan Development Review, 45(2), 179–183.

Harmston, S. (1998). Gold as a store of value (Research Study No. 22). London, UK: World Gold Council.

Hartzell, D. J. (2001). Commercial real estate and inflation during periods of high and low vacancy rates. Economic Journal, 103(30), 511–530.

Hassan, M. A., Khan, A. H., Pasha, H. A., & Rasheed, M. A. (1995). What explains the current high rate of inflation in Pakistan. Pakistan Development Review, 34(4), 927–943.

Hau, H., & Rey, H. (2006). Exchange rates, equity prices, and capital flows. Review of Financial Studies, 19(11), 273–317.

History of gold. (2011). Retrieved 17 June 2012, from http://goldratefortoday.org/history-gold/

Hodges, P., Kneafsey, K., Mcfarren, T., & Whitney, D. (2011). Are hedging properties inflated? How seven asset classes perform against inflation. Investment Insights, 14(3), 2–25.

Hondroyiannis, G., & Papapetrou, E. (2001). Stock market performance and macroeconomic experience in Greece. Greek Economic Review, 21, 65–84.

Honohan, P., & Lane, P. (2003). Divergent inflation rates in EMU. Economic Policy, 18(37), 357–394.

Hossain, M. A. (1990). The monetarist versus the neo-Keynesian views on the acceleration of inflation: Some evidence from South Asian countries (with special emphasis on Pakistan). Pakistan Development Review, 29(1), 19–32.

Hussain, M. (2005). Inflation and growth: Estimation of threshold point for Pakistan. Pakistan Business Review, 17(3), 1–15.

Hyder, Z., & Mahboob, A. (2006). Equilibrium real effective exchange rate and exchange rate misalignment in Pakistan. State Bank of Pakistan Research Bulletin, 2(1), 237–263.

Hyder, Z., & Shah, S. (2004). Exchange rate pass-through to domestic prices in Pakistan (Working Paper No. 5). Karachi, Pakistan: State Bank of Pakistan.

Jaffri, M. (2010). The exchange rate system: Policy analyses in international economics. Journal of Economic Literature, 34(2), 647–668.

Janjua, M. (2007). Pakistan’s external trade: Does exchange rate misalignment matter for Pakistan? Lahore Journal of Economics, 12, 126–152.

Johansen, S. (1998). Statistical analysis of cointegrating vectors. Journal of Economic Dynamics and Control, 12, 231–254.

Johansen, S., & Juselius, K. (1990). Maximum likelihood estimation and inference on cointegration with applications to the demand for money. Oxford Bulletin of Economics and Statistics, 52, 169–210.

Kemal, M. A. (2006). Is inflation in Pakistan a monetary phenomenon? Pakistan Development Review, 45(2), 213–220.

Kent, C., & Lowe, P. (1997). Asset-price bubbles and monetary policy (Research Discussion Paper No. 9709). Sydney: Reserve Bank of Australia.

Khalid, A. M. (2005). Economic growth, inflation, and monetary policy in Pakistan: Preliminary empirical estimates. Pakistan Development Review, 44(4), 961–974.

Khan, A. A., Bukhari, S. K., & Ahmed, Q. M. (2007). Determinants of recent inflation in Pakistan (Research Report No. 66). Islamabad: Pakistan Institute of Development Economics.

Khan, A. H., & Qasim, M. A. (1996). Inflation in Pakistan revisited. Pakistan Development Review, 35(4), 747–759.

Khan, M., & Rashid, A. (2010). Threshold effects in the relationship between inflation and growth. Asian Pacific Development Journal, 32(4), 130–182.

Khan, M. S., & Schimmelpfennig, A. (2006). Inflation in Pakistan: Money or wheat? (Working Paper No. 06/60). Washington, DC: International Monetary Fund.

Komulainen, T., & Lukkaria J. (2003). What drives financial crises in emerging markets? Emerging Markets Review, 4(3), 248–272.

Lampinen, A. (2007). Gold investments and short- and long-run price determinants of the price of gold. Master’s thesis, Lappeenranta University of Technology, Finland.

Lawrence, C. (2003). Why is gold different from other assets? An empirical investigation. London, UK: World Gold Council.

Levin, E. J., & Wright, R. E. (2006). Short-run and long-run determinants of the price of gold (Research Study No. 32). London, UK: World Gold Council.

Lintner, J. (1975). Inflation and security returns. Journal of Finance, 30(2), 259–280.

Mahdavi, S., & Zhou, S. (1997). Gold and commodity prices as leading indicators of inflation: Tests of long-run relationship and predictive performance. Journal of Economics and Business, 49(5), 475–489.

Mahmood, W. M., & Dinniah, N. M. (2009). Stock returns and macroeconomic variables: Evidence from the six Asian-Pacific countries. International Research Journal of Finance and Economics, 30, 154–164.

Maynard, G., & van Rijckeghem, W. (1976). A world of inflation. London, UK: Batsford.

Mishkin, F. S. (1990). What does the term structure tell us about future inflation? Journal of Monetary Economics, 25(1), 77–96.

Mukhtar, T. (2010). Does trade openness reduce inflation: Evidence from Pakistan. Lahore Journal of Economics, 15(2), 35–50.

Mukhtar, T., & Ilyas, M. (2009). Cointegration and error-correction modeling of wheat consumption in Pakistan. Journal of Economic Cooperation and Development, 30(4), 87–104.

Nishat, M., & Mustafa, K. (2008, December). Do asset returns hedge against inflation in Pakistan? Paper presented at the 21st Australasian Finance and Banking Conference, Sydney, Australia.

Olivera, J. (1964). On structural inflation and Latin American structuralism. Oxford Economic Papers, 16, 321–332.

Ong, E. (2010). Gold in the Year of the Tiger. London, UK: World Gold Council.

Oxford Economics. (2011). The impact of inflation and deflation on the case for gold. Oxford, UK: Author.

Pakistan, Ministry of Finance. (2009). Pakistan Economic Survey 2008–09. Islamabad, Pakistan: Author.

Ranson, D. (2005). Inflation protection: Why gold works better than ”linkers.” London, UK: World Gold Council.

Ranson, D., & Wainright, H. C. (2005). Why gold, not oil, is the superior predictor of inflation. London, UK: World Gold Council.

Rehman, M. (2010). Resolving controversies about determinants of inflation. PhD thesis, International Islamic University, Islamabad, Pakistan.

State Bank of Pakistan. (2012, January–December). Inflation monitor. Karachi, Pakistan: Author.

Stock, J., & Watson, M. W. (1999). Forecasting inflation. Journal of Monetary Economics, 44(2), 293–335.

Streeten, P. (1962). Wages, prices and productivity. Kyklos, 15(4), 723–333.

Tkacz, G. (2007). Gold prices and inflation (Working Paper No. 35). Ottawa: Bank of Canada.

Tully, E., & Lucey, B. M. (2007). A power GARCH examination of the gold market. Research in International Business and Finance, 21(2), 316–325.

Worthington, A. C., & Pahlavani, M. (2007). Gold investment as an inflationary hedge: Cointegration evidence with allowance for endogenous structural breaks. Applied Financial Economics Letters, 3(4), 259–262.

Wurtzebach, C. H., Mueller, G. R., & Machi, D. (1991). The impact of inflation and vacancy of real estate returns. Journal of Real Estate Research, 6(2), 153–168.

Yu, Q. (1997). Stock prices and exchange rates: Experience in leading East Asian financial centers – Tokyo, Hong Kong and Singapore. Singapore Economic Review, 41(8), 47–56.

Zaidi, A. S. (2005). Issues in Pakistan’s economy. Karachi, Pakistan: Oxford University Press.

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Published

2024-07-03