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The role of fundamentals and financialisation in recent commodity price developments: An empirical analysis for wheat, coffee, cotton, and oil

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  • Ederer, Stefan
  • Heumesser, Christine
  • Staritz, Cornelia

Abstract

In the context of recent commodity price hikes, the financialisation of commodity derivative markets, reflected in the increased presence of financial investors and new financial products such as commodity index and exchange traded funds has been controversially discussed. Many studies focus on the effect of passive index investors on rising commodity prices, but hardly look at the effect of the diverse group of money managers where an important share engages in technical and trend following trading strategies and thus has the potential to push prices up and down. This is problematic given the increased importance of money managers and more generally of active trading strategies in recent years. We analyze for the commodities coffee, cotton, soft red winter and hard red winter wheat and WTI and Brent crude oil the effect of both types of financial investors within a Vector Autoregressive (VAR) model framework, conducting Granger (non-)causality tests and impulse response analyses for the period June 2006 to October 2012. We complement the bivariate model approach, which looks at the lead-lag relationship between financial investors' positions and commodity returns, with a multivariate approach. We thus assess financial investors' positions in addition to a range of fundamental and macroeconomic variables which may influence commodity prices. In both models, index investors' net long positions are not found to have a significant effect on commodity returns in recent years. In the multivariate model money managers' net long positions have a statistically significant and large effect on returns for all commodities; in the bivariate model they only have an effect for coffee. In the bivariate model, we also find that commodity returns drive money managers' positions, which may indicate the presence of trend following trading strategies. Overall, our results support the hypothesis of financialisation of commodity derivative markets.

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  • Ederer, Stefan & Heumesser, Christine & Staritz, Cornelia, 2013. "The role of fundamentals and financialisation in recent commodity price developments: An empirical analysis for wheat, coffee, cotton, and oil," Working Papers 42, Austrian Foundation for Development Research (ÖFSE).
  • Handle: RePEc:zbw:oefsew:42
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    1. Gunther Capelle-Blancard & Dramane Coulibaly, 2011. "Index trading and agricultural commodity prices: A panel Granger causality analysis," International Economics, CEPII research center, issue 126-127, pages 51-71.
    2. De Long, J Bradford, et al, 1990. "Positive Feedback Investment Strategies and Destabilizing Rational Speculation," Journal of Finance, American Finance Association, vol. 45(2), pages 379-395, June.
    3. Browne, Frank & Cronin, David, 2010. "Commodity prices, money and inflation," Journal of Economics and Business, Elsevier, vol. 62(4), pages 331-345, July.
    4. McPhail, Lihong Lu & Du, Xiaodong & Muhammad, Andrew, 2012. "Disentangling Corn Price Volatility: The Role of Global Demand, Speculation, and Energy," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 44(3), pages 1-10, August.
    5. Alessandro Borin & Virginia Di Nino, 2012. "The role of financial investments in agricultural commodity derivatives markets," Temi di discussione (Economic working papers) 849, Bank of Italy, Economic Research and International Relations Area.
    6. Christiane Baumeister & Gert Peersman, 2013. "The Role Of Time‐Varying Price Elasticities In Accounting For Volatility Changes In The Crude Oil Market," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(7), pages 1087-1109, November.
    7. Shleifer, Andrei & Summers, Lawrence H, 1990. "The Noise Trader Approach to Finance," Journal of Economic Perspectives, American Economic Association, vol. 4(2), pages 19-33, Spring.
    8. Andrea Bastianin & Matteo Manera & Marcella Nicolini & Ilaria Vignati, 2012. "Speculation, Returns, Volume and Volatility in Commodities Futures Markets," Review of Environment, Energy and Economics - Re3, Fondazione Eni Enrico Mattei, January.
    9. Aaltonen, J. & Östermark, R., 1997. "A rolling test of granger causality between the Finnish and Japanese security markets," Omega, Elsevier, vol. 25(6), pages 635-642, December.
    10. Zapata, Hector O. & Hudson, Michael A. & Garcia, Philip, 1988. "Identifying Causal Relationships Between Nonstationary Stochastic Processes: An Examination Of Alternative Approaches In Small Samples," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 13(2), pages 1-14, December.
    11. Dwight R. Sanders & Scott H. Irwin, 2011. "New Evidence on the Impact of Index Funds in U.S. Grain Futures Markets," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 59(4), pages 519-532, December.
    12. Sanders, Dwight R. & Irwin, Scott H. & Merrin, Robert P., 2009. "Smart Money: The Forecasting Ability of CFTC Large Traders in Agricultural Futures Markets," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 34(2), pages 1-21, August.
    13. Lescaroux, François, 2009. "On the excess co-movement of commodity prices--A note about the role of fundamental factors in short-run dynamics," Energy Policy, Elsevier, vol. 37(10), pages 3906-3913, October.
    14. Belke, Ansgar & Bordon, Ingo G. & Volz, Ulrich, 2013. "Effects of Global Liquidity on Commodity and Food Prices," World Development, Elsevier, vol. 44(C), pages 31-43.
    15. Silvennoinen, Annastiina & Thorp, Susan, 2013. "Financialization, crisis and commodity correlation dynamics," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 24(C), pages 42-65.
    16. Marilyne Huchet-Bourdon, 2011. "Agricultural Commodity Price Volatility: An Overview," OECD Food, Agriculture and Fisheries Papers 52, OECD Publishing.
    17. Jörg Mayer, 2012. "The Growing Financialisation of Commodity Markets: Divergences between Index Investors and Money Managers," Journal of Development Studies, Taylor & Francis Journals, vol. 48(6), pages 751-767, June.
    18. Nikos Alexandratos, 2008. "Food Price Surges: Possible Causes, Past Experience, and Longer Term Relevance," Population and Development Review, The Population Council, Inc., vol. 34(4), pages 663-697, December.
    19. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    20. Doroudian, Ali & Vercammen, James, 2012. "First and Second Order Impacts of Speculation on Commodity Price Volatility," Working Papers 126947, Structure and Performance of Agriculture and Agri-products Industry (SPAA).
    21. Grosche, Stephanie, 2012. "Limitations of Granger Causality Analysis to assess the price effects from the financialization of agricultural commodity markets under bounded rationality," Discussion Papers 121868, University of Bonn, Institute for Food and Resource Economics.
    22. Brunetti, Celso & Reiffen, David, 2014. "Commodity index trading and hedging costs," Journal of Financial Markets, Elsevier, vol. 21(C), pages 153-180.
    23. von Braun, Joachim & Tadesse, Getaw, 2012. "Global Food Price Volatility and Spikes: An Overview of Costs, Causes, and Solutions," Discussion Papers 120021, University of Bonn, Center for Development Research (ZEF).
    24. Stephan Schulmeister, 2009. "Trading Practices and Price Dynamics in Commodity Markets and the Stabilising Effects of a Transaction Tax," WIFO Studies, WIFO, number 34919, April.
    25. Byrne, Joseph P. & Fazio, Giorgio & Fiess, Norbert, 2013. "Primary commodity prices: Co-movements, common factors and fundamentals," Journal of Development Economics, Elsevier, vol. 101(C), pages 16-26.
    26. Symeonidis, Lazaros & Prokopczuk, Marcel & Brooks, Chris & Lazar, Emese, 2012. "Futures basis, inventory and commodity price volatility: An empirical analysis," Economic Modelling, Elsevier, vol. 29(6), pages 2651-2663.
    27. Bénédicte Vidaillet & V. d'Estaintot & P. Abécassis, 2005. "Introduction," Post-Print hal-00287137, HAL.
    28. Algieri, Bernardina, 2012. "Price Volatility, Speculation and Excessive Speculation in Commodity Markets: sheep or shepherd behaviour?," Discussion Papers 124390, University of Bonn, Center for Development Research (ZEF).
    29. Bicchetti, David & Maystre, Nicolas Maystre, 2013. "The synchronized and long-lasting structural change on commodity markets: Evidence from high frequency data," Algorithmic Finance, IOS Press, vol. 2(3-4), pages 233-239.
    30. Lehecka, Georg V., 2013. "Have food and financial markets integrated? An empirical assessment on aggregate data," 53rd Annual Conference, Berlin, Germany, September 25-27, 2013 156108, German Association of Agricultural Economists (GEWISOLA).
    31. Machiko Nissanke, 2012. "Commodity Market Linkages in the Global Financial Crisis: Excess Volatility and Development Impacts," Journal of Development Studies, Taylor & Francis Journals, vol. 48(6), pages 732-750, June.
    32. Johansen, Søren, 1992. "A Representation of Vector Autoregressive Processes Integrated of Order 2," Econometric Theory, Cambridge University Press, vol. 8(2), pages 188-202, June.
    33. Gilbert, Christopher L., 2012. "Speculative impacts on grains price volatility," 123rd Seminar, February 23-24, 2012, Dublin, Ireland 122540, European Association of Agricultural Economists.
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    Cited by:

    1. Staritz, Cornelia & Tröster, Bernhard & Küblböck, Karin, 2015. "Managing commodity price risks: The cases of cotton in Burkina Faso and Mozambique and coffee in Ethiopia," Policy Notes 16/2015, Austrian Foundation for Development Research (ÖFSE).
    2. Staritz, Cornelia & Küblböck, Karin, 2013. "Re-regulation of commodity derivative markets: Critical assessment of current reform proposals in the EU and the US," Working Papers 45, Austrian Foundation for Development Research (ÖFSE).
    3. Staritz, Cornelia & Newman, Susan & Tröster, Bernhard & Plank, Leonhard, 2015. "Financialization, price risks, and global commodity chains: Distributional implications on cotton sectors in Sub-Saharan Africa," Working Papers 55, Austrian Foundation for Development Research (ÖFSE).
    4. Michael Hachula & Malte Rieth, 2015. "Finanzspekulation und Rohstoffpreise," DIW Roundup: Politik im Fokus 63, DIW Berlin, German Institute for Economic Research.
    5. von Arnim, Rudi & Tröster, Bernhard & Staritz, Cornelia & Raza, Werner, 2015. "Commodity dependence and price volatility in least developed countries: A structuralist computable general equilibrium model with applications to Burkina Faso, Ethiopia and Mozambique," Working Papers 52, Austrian Foundation for Development Research (ÖFSE).
    6. Sercan Demiralay & Selcuk Bayraci & H. Gaye Gencer, 2019. "Time-varying diversification benefits of commodity futures," Empirical Economics, Springer, vol. 56(6), pages 1823-1853, June.
    7. Staritz, Cornelia & Heumesser, Christine & Küblböck, Karin, 2013. "Commodity prices, financial markets, and development: Effects of the financialisation of commodity markets and necessary policy reforms," Policy Notes 09/2013, Austrian Foundation for Development Research (ÖFSE).
    8. Joanna Stawska & Ramona Rupeika-Apoga & Maciej Malaczewski & Iwona Dorota Czechowska & Fatima Sol Murta, 2022. "Financialization: curse or salvation? The case of Latvia, a small and post-transition economy," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 9(3), pages 173-197, March.
    9. Troester, Bernhard & Staritz, Cornelia, 2013. "Fundamentals or financialisation of commodity markets: What determines recent wheat prices?," Working Papers 43, Austrian Foundation for Development Research (ÖFSE).
    10. Cornelia Staritz & Susan Newman & Bernhard Tröster & Leonhard Plank, 2015. "Financialisation, price risks, and global commodity chains: Distributional implications on Cotton Sectors in Sub-Saharan Africa," Working Papers 2015/04, Maastricht School of Management.
    11. Staritz, Cornelia & Tröster, Bernhard, 2015. "Cotton-based development in Sub-Saharan Africa? Global commodity chains, national market structure and development outcomes in Burkina Faso, Mozambique and Tanzania," Working Papers 54, Austrian Foundation for Development Research (ÖFSE).
    12. Michael Hachula & Malte Rieth, 2017. "Identifying Speculative Demand Shocks in Commodity Futures Markets through Changes in Volatility," Discussion Papers of DIW Berlin 1646, DIW Berlin, German Institute for Economic Research.
    13. Sam Ashman & Ben Fine & Ewa Karwowski, 2021. "The Relevance of Financialization for African Economies: Lessons from South Africa," Working Papers 245, Department of Economics, SOAS University of London, UK.
    14. Österreichische Forschungsstiftung für Internationale Entwicklung (ÖFSE) (ed.), 2015. "Österreichische Entwicklungspolitik 2015. Rohstoffe und Entwicklung," Austrian Development Policy Report, Austrian Foundation for Development Research (ÖFSE), number 268194.
    15. Michael Hachula & Malte Rieth, 2020. "Estimating the Impact of Financial Investments on Agricultural Futures Prices using Changes in Volatility," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(3), pages 759-785, May.
    16. Tröster, Bernhard, 2015. "Global commodity chains, financial markets, and local market structures: Price risks in the coffee sector in Ethiopia," Working Papers 56, Austrian Foundation for Development Research (ÖFSE).

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