Accurate market price formation model with both supply-demand and trend-following for global food prices providing policy recommendations

被引:27
作者
Lagi, Marco [1 ]
Bar-Yam, Yavni [1 ]
Bertrand, Karla Z. [1 ]
Bar-Yam, Yaneer [1 ]
机构
[1] New England Complex Syst Inst, Cambridge, MA 02139 USA
关键词
behavioral economics; agricultural commodities; food prices; nonequilibrium markets; global crisis; COMMODITY PRICES; BIOFUELS; ECONOMICS; DYNAMICS; ENERGY; COSTS; SPOT; US;
D O I
10.1073/pnas.1413108112
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Recent increases in basic food prices are severely affecting vulnerable populations worldwide. Proposed causes such as shortages of grain due to adverse weather, increasing meat consumption in China and India, conversion of corn to ethanol in the United States, and investor speculation on commodity markets lead to widely differing implications for policy. A lack of clarity about which factors are responsible reinforces policy inaction. Here, for the first time to our knowledge, we construct a dynamic model that quantitatively agrees with food prices. The results show that the dominant causes of price increases are investor speculation and ethanol conversion. Models that just treat supply and demand are not consistent with the actual price dynamics. The two sharp peaks in 2007/2008 and 2010/2011 are specifically due to investor speculation, whereas an underlying upward trend is due to increasing demand from ethanol conversion. The model includes investor trend following as well as shifting between commodities, equities, and bonds to take advantage of increased expected returns. Claims that speculators cannot influence grain prices are shown to be invalid by direct analysis of price-setting practices of granaries. Both causes of price increase, speculative investment and ethanol conversion, are promoted by recent regulatory changes-deregulation of the commodity markets, and policies promoting the conversion of corn to ethanol. Rapid action is needed to reduce the impacts of the price increases on global hunger.
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页码:E6119 / E6128
页数:10
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