Volume 7 - Number 2 | July 2023

The gold price – Inflation relation in the case of Vietnam: empirical investigation in the presence of structural breaks

Thuy Hang Duong

Abstract:

Purpose
This paper investigates the relationship between domestic gold prices and inflation in Vietnam based on the monthly series of the gold price index and consumer price index over the period of December 2001–July 2020.

Design/methodology/approach
The co-integration between the domestic gold price and inflation is examined within the autoregressive distributed lag-error correction (ARDL bounds testing) framework. This paper also applies the vector error correction model (VECM) and impulse response function analysis to explore the causal relationship between these two variables. Moreover, since both gold and inflation series are likely to have structural changes over time, a unit root test controlling for significant breaks is employed in this paper.

Findings
Findings from the ARDL bounds testing model suggest the presence of a co-integration between the underlying variables. The VECM indicates that shocks in inflation lead to a negative response to gold prices in the long run. In the short term, only fluctuations in gold prices impact inflation, and this causality is unidirectional.

Research limitations/implications
Gold is regarded as a critical financial asset to preserve wealth from inflation pressure in the case of Vietnam. These findings propose implications for both investors and policymakers.

Originality/value
Empirical results suggest that inflation has a long-term impact on gold prices in the Vietnamese market. In the existence of a permanent inflationary shock, domestic prices of gold respond negatively to this shock; hence, gold can act as a good hedge against inflation in Vietnam.

References:

  1. Aye, G.C., Carcel, H., Gil-Alana, L.A. and Gupta, R. (2017), “Does gold act as a hedge against inflation in the UK? Evidence from a fractional cointegration approach over 1257 to 2016”, Resources Policy, Vol. 54, pp. 53-57, doi: 10.1016/j.resourpol.2017.09.001.
  2. Batten, A., Ciner, C. and Lucey, M. (2014), “On the economic determinants of the gold-inflation relation”, Resources Policy, Vol. 41, pp. 101-108, doi: 10.1016/j.resourpol.2014.03.007.
  3. Beckmann, J. and Czudaj, R. (2013), “Gold as an inflation hedge in a time-varying coefficient framework”, North American Journal of Economics and Finance, Vol. 24, pp. 208-222.
  4. Blose, E. (2010), “Gold prices, cost of carry, and expected inflation”, Journal of Economics and Business, Vol. 62 No. 1, pp. 35-47.
  5. Breusch, T.S. and Pegan, A.R. (1979), “A simple test for heteroscedasticity and random coefficient variation”, Econometrica, Vol. 47 No. 5, pp. 1287-1294.
  6. Breusch, T.S. (1978), “Testing for autocorrelation in dynamic linear model”, Australian Economic Papers, Vol. 17 No. 31, pp. 334-355.
  7. Brown, L., Durbin, J. and Evans, M. (1975), “Techniques for testing the constancy of regression relationships over time”, Journal of the Royal Statistical Society, Series B, Vol. 37 No. 2, pp. 149-163.
  8. Chow, C. (1960), “Tests of equality between sets of coefficients in two linear regressions”, Econometrica, Vol. 28 No. 3, pp. 591-605.
  9. Dalziel, P. (1999-2000), “A Post Keynesian theory of asset price inflation with endogenouse money”, Journal of Post Keynesian Economics, Vol. 22 No. 2, pp. 227-245.
  10. Dee, J., Li, L. and Zheng, Z. (2013), “Is gold a hedge or a safe haven? Evidence from inflation and stock market”, International Journal of Development and Sustainability, Vol. 2 No. 1, pp. 12-27.
  11. Dempster, N. and Artigas, C. (2010), “Gold: inflation hedge and long-term strategic asset”, The Journal of Wealth Management, Vol. 13 No. 2, pp. 69-75.
  12. Dickey, D.A. and Fuller, W.A. (1979), “Distribution of the estimators for autoregressive time series with a unit root”, Journal of the American Statistical Association, Vol. 74 No. 366, pp. 427-431, doi: 10.2307/2286348.
  13. Engle, R.F. and Granger, C.W.J. (1987), “Co-integration and error correction: representation, estimation, and testing”, Econometrica: Journal of the Econometric Society, Vol. 55 No. 2, p. 251-276.
  14. Fama, E.F. and Schwert, G.W. (1977), “Asset returns and inflation”, Journal of Financial Economics, Vol. 5 No. 2, pp. 115-146.
  15. Fisher, I. (1930), The Theory of Interest as Determined by Impatience to Spend Income and Opportunity to Invest it, University of Michigan, New York.
  16. Fuller, W.A. (1996), Introduction to Statistical Time Series, John Wiley & Sons.
  17. Ghost, D., Levin, J., Macmillan, P. and Wright, E. (2002), “Gold as an inflation hedge”, Studies in Economics and Finance, Vol. 22 No. 1, pp. 1-25.
  18. Godfrey, L.G. (1978), “Testing against general autoregressive and moving average error models when the regressors include lagged dependent variables”, Econometrica, Vol. 46 No. 6, pp. 1293-1301.
  19. Greg, T. (2007), “Gold prices and inflation”, Working Paper 2007-35, Bank of Canada.
  20. Hoang, T.H.V., Lahiani, A. and Heller, D. (2016), “Is gold a hedge against inflation? New evidence from a non-linear ARDL approach”, Economic Modelling, Vol. 54, pp. 54-66, doi: 10.1016/j.econmod.2015.12.013.
  21. Jastram, W. (1977), The Golden Constant: the English and American Experience, 1560-1976, Ronald Press Publication, New York.
  22. Johansen, S. (1991), “Estimation and hypothesis testing of cointegration vectors in Gaussian vector autoregressive models”, Econometrica, Vol. 59 No. 6, pp. 1551-1580.
  23. Kuma, S. (2016), “What determines the gold inflation relation in the long-run?”, Studies in Economics and Finance, Vol. 34 No. 4, pp. 430-446.
  24. Long, L., Ceuster, D.K., Annaert, J. and Amonhaemanon, D. (2013), “Gold as a hedge against inflation: the Vietnamese case”, International Conference on Applied Economics (ICOAE) 2013. Procedia Economics and Finance, Vol. 5, pp. 502-511, doi: 10.1016/S2212-5671(13)00059-2.
  25. Mahdavi, S. and 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, Vol. 49 No. 5, pp. 475-489.
  26. Morley, B. (2006), “Causality between economic growth and migration: am ARDL bounds testing approach”, Economics Letters, Vol. 90 No. 1, pp. 72-76.
  27. Patterson, K. (2000), An Introduction to Applied Econometrics: A Time Series Approach, MaCmillan Press, London.
  28. Pesaran, H., Shin, Y. and Smith, J. (2001), “Bounds testing approaches to the analysis of level relationships”, Journal of Applied Econometrics, Vol. 16 No. 3, pp. 289-326.
  29. Phillips, P.C. and Perron, P. (1987), “Time series regression with a unit root”, Econometrica: Journal of the Econometric Society, Vol. 55 No. 2, pp. 277-301.
  30. Schaechter, A., Stone, R. and Zelmer, M. (2000), Adopting Inflation Targeting: Practical Issues for Emerging Market Countries, International Monetary Fund, Publication Services, Washington, DC.
  31. Shahbaz, M., Tahir, M., Ali, I. and Ur Rehman, I. (2014), “Is gold investment a hedge against inflation in Pakistan? A co-integration and causality analysis in the presence of the structural breaks”, North American Journal of Economics and Finance, Vol. 28, pp. 190-205, doi: 10.1016/j.najef.2014.03.012.
  32. Siregar, R. and Nguyen, T. (2013), “Inflationary Implication of Gold Price in Vietnam”, available at SSRN: https://ssrn.com/abstract=2265689 or http://dx.doi.org/10.2139/ssrn.2265689.
  33. Stock, J.H. and Watson, M.W. (1993), “A simple estimator of cointegrating vectors in higher order integrated systems”, Econometrica, Vol. 61 No. 4, pp. 783-820.
  34. Tufail, S. and Batool, S. (2013), “An analysis of the relationship between inflation and gold prices: evidence from Pakistan”, The Lahore Journal of Economics, Vol. 18 No. 2, pp. 1-35.
  35. Tuyen, T. (2018), “The inflation-economic growth relationship: estimating the inflation threshold in Vietnam”, in Anh, L., Dong, L., Kreinovich, V. and Thach, N. (Eds), Econometrics for Financial Applications. ECONVN 2018. Studies in Computational Intelligence, Springer, Cham, Vol. 760, doi: 10.1007/978-3-319-73150-6_73.
  36. Vuong, Q.H. (2004), “The Vietnam's transition economy and its fledgling financial markets: 1986-2003”, Financial Markets in Vietnam's Transition Economy: Facts, Insights, Implications.
  37. Wang, M., Lee, M. and Binh, N. (2011), “Time and place where gold acts as an inflation hedge: an application of long-run and short-run threshold model”, Economic Modelling, Vol. 28 No. 3, pp. 806-819.
  38. Wang, G. (2019), “Marx's monetary theory and its practical value”, China Political Economy, Vol. 2 No. 2, pp. 182-200.
  39. Wooldridge, J.M. (2016), Introductory Econometrics: A Modern Approach, 6th ed., Cengage Learning.
  40. World Gold Council Gold Demand Trends (2011/2012/2015), available at: https://www.gold.org/goldhub/research/gold-demand-trends
  41. Worthington, C. and Pahlavani, M. (2007), “Gold investment as an inflationary hedge: co-integration evidence with allowance for endogenous structural breaks”, Applied Financial Economics Letter, Vol. 3, pp. 259-262, doi: 10.1080/17446540601118301.
  42. Zivot, E. and Andrews, D.W.K. (1992), “Further evidence on the Great Crash, the oil price shock, and the unit root hypothesis”, Journal of Business and Economic Statistics, Vol. 10, pp. 251-270, doi: 10.1198/073500102753410372.

Further reading

  1. Baur, G. and MacDermott, K. (2010), “Is gold a safe haven? International evidence”, Journal of Banking and Finance, Vol. 34 No. 8, pp. 1886-1898.
  2. Darst, M. (2013), Portfolio Investment Opportunities in Precious Metals, John Wiley & Sons, Honoken, NJ.
  3. Reboredo, C. and Rivera-Castro, A. (2014), “Can gold hedge and preserve value when the U.S. dollar depreciates?”, Economic Modelling, Vol. 39, pp. 168-173, doi: 10.1016/j.econmod.2014.02.038.
  4. Saikkonen, P. and Lǖtkepohl, H. (2000), “Testing for the co-integration rank of a VAR process with structural shifts”, Journal of Business and Economic Statistics, Vol. 18 No. 4, pp. 451-464.