Girardi, Daniele (2013): Financialization of food - The determinants of the time-varying relation between agricultural prices and stock market dynamics.
Preview |
PDF
MPRA_paper_52043.pdf Download (1MB) | Preview |
Abstract
This paper studies the correlation of agricultural prices with stock market dynamics. We discuss the possible role of financial, macroeconomic and monetary factors in driving this time-varying relation, with the aim of understanding what has caused positive correlation between agricultural commodities and stocks in recent years. While previous works on commodity-equity correlation have focused on broad commodity indices, we study 16 main agricultural prices, in order to be able to assess patterns that are specific to agricultural commodities (but also differences across agricultural markets). We show that an explanation based on a combination of financialization and financial crisis is consistent with the empirical evidence, while global demand factors and monetary forces don't appear to play a significant role. In particular, we find that the correlation between agricultural price changes and stock market returns tends to get higher as the so-called TED spread (our proxy for financial turmoil) increases. Moreover, the impact of financial turmoil on the correlation gets stronger as the share of financial investors in agricultural derivatives markets (our proxy for financialization) rises. Our findings suggest that the influence of financial shocks on agricultural prices is likely to decrease as global financial tensions settle down but also that, as long as agricultural derivatives markets are populated mainly by financial investors, it can be expected to rise again when it is less needed, i.e. in the presence of new financial turmoil.
Item Type: | MPRA Paper |
---|---|
Original Title: | Financialization of food - The determinants of the time-varying relation between agricultural prices and stock market dynamics |
Language: | English |
Keywords: | financialization, agricultural prices, DCC, cross-market correlations |
Subjects: | G - Financial Economics > G1 - General Financial Markets > G15 - International Financial Markets Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q1 - Agriculture |
Item ID: | 52043 |
Depositing User: | Daniele Girardi |
Date Deposited: | 08 Dec 2013 07:26 |
Last Modified: | 27 Sep 2019 08:17 |
References: | Basak, S. and Pavlova, A. (2013) "A Model of Financialization of Commodities", Available at SSRN: http://ssrn.com/abstract=2201600 or http://dx.doi.org/10.2139/ssrn.2201600 Basu P. and Gavin W.T. (2011) "What Explains the Growth in Commodity Derivatives?", Federal Reserve Bank of St. Louis Review, vol. 93 n. 1, pp. 37-48. Bicchetti D., and Maystre, N. (2012) "The synchronized and long-lasting structural change on commodity markets: evidence from high frequency data", UNCTAD Discussion Papers 208, United Nations Conference on Trade and Development. Bollerslev, T. (1986) "Generalized Autoregressive Conditional Heteroskedasticity", Journal of Econometrics 31 307-327 Buyuksahin, B. and Robe, M.A. (2013) "Speculators, Commodities and Cross-Market Linkages", Journal of International Money and Finance, doi: 10.1016/j.jimonfin.2013.08.004. Engle, R.F. (1982) "Autoregressive Conditional Heteroskedasticity with Estimates of Variance of United Kingdom Inflation", Econometrica Vol 50, No. 4 987-1008 Engle, R.F. and Shepperd, K. (2001) "Theoretical and Empirical Properties of Dynamic Conditional Correlation Multivariate GARCH", National Bureau of Economic Research Working Paper 8554 Engle, R.F. (2002) "Dynamic Conditional Correlation - A Simple Class of Multivariate GARCH", Journal of Business and Economics Statistics Vol 20, No. 3 339-350 Federal Deposit Insurance Corporation (1997) "History of the Eighties and Lessons for the Future. Volume II: Symposium Proceedings", Chapter 4: The Savings and Loan Crisis and Its Relationship to Banking, available on-line at the URL http://www.fdic.gov/bank/historical/history/167_188.pdf Fisher, I. (1911) "The Purchasing Power of Money: Its Determination and Relation to Credit Interest and Crisis", 1912; reprinted New York, Cosimo Inc., 2006 Friedman, M. (1987) "Quantity Theory of Money", Entry for \The New Palgrave: A Dictionary of Economics", First Edition, John Eatwell, Murray Milgate, and Peter Newman (eds.), vol. 4, pp. 3-20. New York: Stockton Press; and London: Macmillan, 1987 Gilbert, C.L. (2010) "How to Understand High Food Prices", Journal of Agricultural Economics Vol 61, No. 2 398-425 Gorton G., Rouwenhorst K.G., (2004) "Facts and fantasies about commodity futures", Financial Analysts Journal, 62(2): 47-68 Hong, H. and Yogo, M. (2012) "What does futures markets interest tell us about the macroeconomy and asset prices?", Journal of Financial Economics Vol 105, No. 3 473-490 IMF (1982) "World Economic Outlook, 1982" Irwin, S.H. and Sanders, D.R. (2010) "The Impact of Index and Swap Funds on Commodity Futures Markets: Preliminary Results", OECD Food, Agriculture and Fisheries Working Papers, No.27, OECD Publishing Kilian, L. (2009) "Not All Oil Price Shocks Are Alike: Disentangling Demand and Supply Shocks in the Crude Oil Market", American Economic Review Vol 99, No. 3 1053-1069 Lavoie, M. (2006) "Introduction to Post-Keynesian Economics", First Edition, Basingstoke: Palgrave Macmillan Lebo, M.J. and Box-Steffensmeier, J.M. (2008) "Dynamic Conditional Correlations in Political Science", American Journal of Political Science Vol 52, No. 3 688-704 Meinhold, R.J. and Nozer, D.S. (1983) "Understanding the Kalman Filter", The American Statistician Vol 37, No. 2 123-127 Pesaran, M.H. and Shin, Y. (1999) "An autoregressive distributed lag modelling approach to cointegration analysis", Chapter 11 in Econometrics and Economic Theory in the 20th Century: The Ragnar Frisch Centennial Symposium, Strom, S. (ed.), Cambridge University Press, Cambridge. Said, S.E. and Dickey, D.A. (1984) "Testing for unit roots in Autoregressive-Moving Average Models of Unknown Order", BiometrikaVol 71 559-607 Schwert, G. V. and Seguin, P.J. (1990) "Heteroskedasticity in Stock Returns", The Journal of FinanceVol 115, No.4 1129-1155 Silvennoinen, A. and Thorp, S.(2013) "Financialization, crisis and commodity correlation dynamics", Journal of International Financial Markets, Institutions and Money Vol 24 42-65 Stigler, M. (2011) "Commodity prices: theoretical and empirical properties", Chapter 2 in Safeguarding Food Security in Volatile Global Markets, Prakash (ed.), Rome: Food and Agriculture Organization (FAO). Tang K., Xiong W. (2010) "Index investment and Financialization of commodities", NBER Working Paper No.16325 Tang, K. and Xiong, W. (2012) "Index Investment and the Financialization of Commodities", Financial Analysts Journal Vol 68, No.6 54 - 74 United Nations Conference on Trade and Development (2011) "Price formation in Financialized commodity markets: the role of information", Study Prepared by the Secretariat of the United Nations Conference on Trade and Development, available on-line at the URL http://unctad.org/en/Docs/gds20111_en.pdf Working, H. (1960) "Speculation on Hedging Markets", Food Research Institute Studies, 1960;1:185-220. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/52043 |
Available Versions of this Item
- Financialization of food - The determinants of the time-varying relation between agricultural prices and stock market dynamics. (deposited 08 Dec 2013 07:26) [Currently Displayed]