The average (mean) number of acres on crop farms has changed little over 3 decades, with a slight increase from 241 acres in 2007 to 251 in 2012. However, the mean misses an important element of changing farm structure; it has remained stable because while the number of mid-size crop farms has declined over several decades, farm numbers at the extremes (large and small) have grown.
With only modest changes in total cropland and the total number of crop farms, the size of the average (mean) farm has changed little. However, commercial crop farms, which account for most U.S. cropland, have gotten larger, aided by technologies that allow a single farmer or farm family to farm more acres.
The midpoint acreage (at which half of all cropland acres are on farms with more cropland than the midpoint, and half are on farms with less) effectively tracks cropland consolidation over time. The midpoint acreage of total and harvested cropland has increased over the last three decades, from roughly 500-600 acres in 1982 to about 1,200 acres in the most recent census of agriculture data (2012).
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)
Source:usda.gov