May 6, 2005
A University of
Illinois study of the USDA's corn and soybean production
forecasts over a 34-year period concludes that they "perform
reasonably well in generating crop production forecast for corn
and soybeans." Still, the study finds room for improvement.
"In particular, the USDA may want to consider expanding the
scope of the subjective yield surveys to incorporate a wider
range of market and industry participants," said Darrel Good, U
of I Extension marketing specialist and professor of
agricultural and consumer economics, who co-authored the study
with his colleague, Scott Irwin.
The complete study may be read online at:
http://www.farmdoc.uiuc.edu/agmas/reports/05_03/AgMAS05_03.html
on Extension's farmdoc website.
Good and Irwin undertook the study based on comments from
producers and others that suggested an ongoing misunderstanding
of the USDA's methodology for arriving at corn and soybean
production forecasts. They compared the USDA's forecasts to
private forecasts and the final estimates at the end of each
crop year.
"We want to improve the understanding of USDA crop forecasting
methods, performance and market impact," explained Good.
For corn and soybeans, the USDA releases production forecasts in
August, September, October, and November, with final estimates
published in January. These forecasts are generated by a highly
sophisticated and well-documented procedure that includes
estimates of planted and harvested acreage and two types of
yield indications, a farmer-reported survey, and objective
measurements.
"Our review of the USDA's forecasting procedures and methodology
confirmed the objectivity and consistency of the forecasting
process over time," said Good.
The researchers also compared the USDA's forecasts to those
produced by private sources over the 1970-2004 period.
"On average, USDA corn production forecasts were more accurate
than private market forecasts during this period," said Good.
"One exception was the August forecast in the most recent time
period, 1985-2004. Since the mid-1980s, private market forecasts
have been more accurate by an average of 0.5 percentage points
in absolute terms, not an inconsequential difference. This
reflects a sharp improvement in August private sector forecast
accuracy relative to the USDA over the last three decades."
The forecasting comparisons for soybeans were somewhat sensitive
to the measure of forecast accuracy considered, Good noted.
"One measure showed that private market forecasts were more
accurate than USDA forecasts for August regardless of the time
period considered. Another measure showed just the opposite," he
said. "As the growing season progresses, the difference in the
results across the two measures of forecast accuracy diminished,
with USDA forecast errors in soybeans about equal to or smaller
than private market errors for September, October, and
November."
In terms of market impact, USDA corn production forecasts had
the largest impact on corn futures prices in August and recent
price reactions have been somewhat larger than historical
reactions. Similar to corn, USDA soybean production forecasts
had the largest impact on soybean futures prices in August with
recent price reactions appearing somewhat larger than in the
past.
"Overall, the forecasting performance of the USDA in 2004
relative to the private market was quite strong in corn, with
the USDA providing more accurate forecasts of corn production in
2004 each month except September," Good noted. "The forecasting
performance of the USDA in 2004 relative to the private market
was, at best, mixed in soybeans, with USDA forecasts being less
accurate than private forecasts each month except October." |