UPDATE July 2012 — The Food Crises: The US Drought
Marco Lagi, Yavni Bar-Yam and Yaneer Bar-Yam
New England Complex Systems Institute
arXiv:1209.6376v1 [physics.soc-ph] 27 Sep 2012
238 Main St. Suite 319 Cambridge MA 02142, USA
(Dated: July 23, 2012)
Abstract
Recent droughts in the midwestern United States threaten to cause global catastrophe driven
by a speculator amplified food price bubble. Here we show the effect of speculators on food prices
using a validated quantitative model that accurately describes historical food prices. During the
last six years, high and fluctuating food prices have lead to widespread hunger and social unrest.
While a relative dip in food prices occurred during the spring of 2012, a massive drought in the
American Midwest in June and July threatens to trigger another crisis. In a previous paper, we
constructed a model that quantitatively agreed with food prices and demonstrated that, while the
behavior could not be explained by supply and demand economics, it could be parsimoniously
and accurately described by a model which included both the conversion of corn into ethanol and
speculator trend following. An update to the original paper in February 2012 demonstrated that
the model previously published was predictive of the ongoing price dynamics, and anticipated a
new food crisis by the end of 2012 if adequate policy actions were not implemented. Here we
provide a second update, evaluating the effects of the current drought on global food prices. We
find that the drought may trigger the expected third food price bubble to occur sooner, before
new limits to speculation are scheduled to take effect. Reducing the amount of corn that is being
converted to ethanol may address the immediate crisis. Over the longer term, market stabilization
requires limiting financial speculation.
1
The current global crisis in food prices and the vulnerability of the limited food supply to
environmental and other disruptions is a matter of ongoing concern [1]. Recent food price
peaks in 2007-08 and 2010-11 have resulted in food riots and are implicated in triggering
widespread revolutions known as the Arab Spring [2]. The underlying vulnerability of the
global food supply system is being tested again this summer by a severe drought in the
Midwestern United States which is responsible for a large portion of the global food supply
[3–6].
In a paper published in September 2011 [7], we built a quantitative model that, for the
first time, was able to precisely match the monthly FAO food price index over the last 8 years.
The model showed that, of all the factors proposed to be responsible for the recent dramatic
spikes and fluctuations in global food prices, rapid increases in the amount of corn-to-ethanol
conversion and speculation on futures markets were the only factors which could justifiably
be held responsible. Each of these causes in turn results from particular acts of government
intervention or deregulation. Thus, while the food supply and prices may be vulnerable to
global population increases and environmental change, the existing price increases are due
to specific governmental policies. In order to prevent further crises in the food market, we
recommended the halting of government support for ethanol conversion and the reversal of
commodities market deregulation, which enables unlimited financial speculation.
Since the publication of our analysis, a few changes in these directions have been made.
At the end of 2011, ethanol subsidies were allowed to expire [8, 9]. However, a governmentguaranteed demand for 37% of the US corn crop is still in place [10]. It is unclear what effect
this partial change in policy will have on the percentage of corn converted to ethanol, which
is currently about 40%. New position limits on speculative activity by the US Commodities
Futures Trading Commission are scheduled to come into effect by the end of 2012, as required
by the Dodd-Frank Act [11, 12]. It remains to be seen how effective these new regulations
will be, as there are those who consider them too watered-down [13], and market participants
are seeking to dilute them further [13–17].
In a subsequent update published in February 2012 [18], we showed that the model
continued to fit current data, up to January 2012, which had not been available at the time
of the construction of the model. We further observed that extrapolating model prices into
the future yielded the prediction of another speculative bubble starting by the end of 2012
and causing food prices to rise even higher than recent peaks.
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260
Model prices
with drought!
240
Food Price Index
220
Model prices!
with drought,!
low speculation!
200
180
160
Model prices!
without drought!
Food Prices!
140
120
Drought!
2004 2005 2006 2007 2008 2009 2010 2011 2012 2013
FIG. 1: Food prices and model simulations - The FAO Food Price Index (blue solid line)
[19], and the speculator and ethanol model [7], without the effects of the current drought (yellow
line) with the effects of the current drought (red line), and with the effects of the drought, but
with speculation reduced (green line). In all cases, corn-to-ethanol conversion is considered to be
constant after Jan 2012 and stock prices and bond prices are considered to be constant after July
2012. For the red and green line, drought is modeled as a shock in equilibrium prices (+3%) in
July 2012. In all cases, the new optimized parameters for the fit up to July 2012 are: ksd = 0.089,
ksp = 1.25, µequity γ0 = −0.074, µbonds γ0 = −15.4. The speculation parameter after July 2012 is
reduced to ksp = 0.3 for the green line.
This season, the American Midwestern agricultural region has experienced debilitating
droughts and high temperatures, the most severe in at least 50 years, leading to rapidly
rising corn and wheat prices in anticipation of a poor yield [4, 5]. Here we include this
as a shock in our established model. We find that through the mechanism of speculative
activity, the drought may trigger a third massive price spike to occur earlier than otherwise
expected, beginning immediately, and sooner than could be prevented by the anticipated
new regulations. This spike may raise prices well beyond an increase justified by the reduced
supply caused by the droughts.
In Fig. 1 we plot our model predictions for different scenarios. The central comparison
is between the drought triggered speculative bubble (red line) compared to the same shock
with reduced speculation (green line). While the drought causes only a limited price shock,
3
Change in Grain Production
0.10
0.08
World
US
Australia
0.06
0.04
0.02
0.00
-0.02
-0.04
-0.06
1990
1995
2000
2005
2010
FIG. 2: Correlations of changes in grain production - Comparison of change in world (circles),
US (squares) and Australian (triangles) grain production as a fraction of total world production
by weight [6]. The correlation is small between world and Australia production changes (0.17), but
high between world and US production changes (0.71).
the impact on prices is amplified by the speculative activity. Fig. 1 shows the quantitative
impact of speculators given the current level of market speculation as validated by prior
analysis of food prices.
The speculative bubble is modeled starting from a price shock driven by the drought,
which is expected to occur based upon existing grain price increases [5] though it has not
yet been specified by the FAO. The price increase then causes the upcoming price spike to
come sooner than would have otherwise occurred. The level of earlier riot-inducing bubbles
is reached before the end of 2012 and prices continue to rise much higher. Without the
drought (yellow line), the rise in prices would be just as dramatic, but is predicted to occur
several months later, possibly in time for the new regulations to prevent it. On the other
hand, if speculation were to be curbed immediately, starting from July 2012, the model
shows (green curve) that the price increase due to the drought would be far smaller, and
would not lead to another dramatic price spike. An alternative intervention, eliminating the
government mandated ethanol quota for this year [20], would would result in a new market
shock and could cause a sudden drop in prices. This may alleviate the immediate concerns
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though its effect is subject to speculator-driven bandwagon effects.
We note that in our original paper [7], we evaluated the suggestion that droughts in
Australia had been responsible for the increase of food prices in 2008. We concluded that
they could not have been, because the Australian production of grain is not a sufficiently
large portion of the global production of grain. The same analysis yields a different answer for
the US drought. US production of grain is consistently an order of magnitude larger than
that of Australia [6]. Moreover, changes in the global production of grain correlate with
changes in US production (see Fig. 2). The two time series have a Pearson’s correlation
coefficient over the last 22 years of ρ = 0.71 compared to ρ = 0.17 for the correlation with
Australia’s time series.
We thank Peter Timmer for helpful conversations. This work was supported in part by
AFOSR under grant FA9550-09-1-0324, ONR under grant N000140910516.
[1] The World Bank Food crisis, Global food crisis response program (2008-2012)
[2] M. Lagi, K. Z. Bertrand, Y. Bar-Yam, The food crises and political instability in North Africa
and the Middle East, arXiv:1108.2455v1 [physics.soc-ph] (2011).
[3] National Drought Summary – July 17, 2012, US Drought Monitor (Jul 19, 2012).
[4] State of the Climate, Drought, June 2012, National Oceanic and Atmospheric Administration,
National Climatic Data Center (Jun, 2012).
[5] S. Nelson, US drought spreads, boosts corn to record price, Reuters (Jul 19, 2012).
[6] Production, supply and distribution online, U.S. Department of Agriculture, Foreign Agricultural Service (accessed on Jul 2012).
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of food prices including speculators and ethanol conversion, arXiv:1109.4859v1 [q-fin.GN]
(2011).
[8] R. Pear, After three decades, tax credit for ethanol expires, The New York Times (Jan 1,
2012).
[9] C. Krauss, Ethanol subsidies besieged, The New York Times (Jul 7, 2011).
[10] A. Smith, Children of the corn: The renewable fuels disaster, The American (Jan 4, 2012).
[11] The Dodd–Frank Wall Street Reform and Consumer Protection Act (Pub.L. 111-203, H.R.
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4173)
[12] Position limits for futures and swaps, Federal Register 76, 71626 (2011).
[13] S. Patterson, J. Trindle, CFTC raises bar on betting, Wall Street Journal (Oct 19, 2011).
[14] J. Trindle, CFTC may change application of speculative limits, Market Watch – The Wall
Street Journal (May 17, 2012).
[15] S. Brush, CFTC proposes easing of Dodd-Frank speculation limit rules, Bloomberg (May 18,
2012).
[16] C. S. Donahue, Re: CFTC Proposed Rulemaking on “Federal Speculative Position Limits for
Referenced Energy Contracts and Associated Regulations,” 75 Fed. Reg. 4144 (Jan. 26, 2010),
CME Group (2010).
[17] J. M. Damgard, Re: Position Limits for Derivatives (RIN 3038-AD15 and 3038-AD16), Futures
Industry Association (2011).
[18] M. Lagi, Y. Bar-Yam, K. Z. Bertrand, Y. Bar-Yam, UPDATE February 2012 The Food Crises:
Predictive validation of a quantitative model of food prices including speculators and ethanol
conversion, arXiv:1203.1313 [physics.soc-ph] (2012).
[19] FAO food price index, Food and Agriculture Organization of the United Nations (accessed on
Jul 2012).
[20] T. Worstall, Drought, climate change, corn prices, ethanol and biofuels, Forbes (Jul 20, 2012)
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