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Briefing Rooms

Farm Income and Costs: 2008 Farm Sector Income Forecast

Contents
 

Net Farm Income Forecast at Record $95.7 Billion in 2008

Net farm income is forecast to be $95.7 billion, 10.3 percent above the $86.8 billion farmers are estimated to have earned in 2007 and 57 percent above the 10-year average of $61.1 billion.

Net cash income, at $101.3 billion, is forecast to be $13.9 billion above 2007. This would be the first time that net cash income has exceeded $100 billion. Net cash income is projected to rise more than net farm income because of the carryover of 2007 crops, which are being sold in 2008.

The story for 2008 is the value of crop production which, at $188.8 billion, is forecast to exceed its previous record (set in 2007) by $38 billion, a 25-percent increase. Prices of major crops (corn, soybeans, wheat) were trending upward in late 2007 and continued doing so in the first part of 2008.

The values of livestock production and livestock cash receipts are projected to increase about 6 percent in 2008. Higher sales are projected for all livestock sectors, but particularly for broilers, hogs, cattle, and eggs.

In 2007, net farm income was at a record level and ended the year strong with many key economic indicators at very favorable levels. Commodity prices were above recent levels and in some cases (wheat, soybeans, corn, milk) continued to rise. Exports were strong as the weak dollar made U.S. commodities more competitive in international markets, and ending-year stocks of many commodities were low.

Commodity prices continued to surge in the early months of 2008 and are expected to remain relatively high throughout 2008, even though they have backed off their highs for the year. Corn production is projected to be the second highest on record and soybean production is projected to be the fourth highest on record. Consequently, with large harvests to sell at high prices, the outlook for the farm economy as a whole is for another good year in 2008, driven by strong demand for feed crops, oilseeds, and food grains.

There are many unknowns when forecasting farm income in the third quarter of the year, but based on the best information available on production and market conditions, the farm sector's net value added to the national economy is forecast to be up 8.9 percent in 2008. Its projected value of $144.2 billion would be $11.7 billion over 2007 and 39 percent over its 1998-2007 average.

Net value added, 1997-2008f d

The values of both crop and livestock production have trended steadily upward since 1970. However, the year-to-year movements in the two measures have not always been synchronized—in 2008 the rise in the value of crop production is expected to be nearly five times that of livestock.

Feed costs are a large component of livestock expenses, and the exceptionally high prices for feed crops are pinching livestock producers. Rising costs cause livestock producers to eliminate their least productive animals and cut back in less profitable areas of their operations.

Net value added and net farm income have followed the value of commodity production over both the long term and in year-to-year fluctuations. Because farmers typically do not vary their production mix dramatically from year to year, purchases of production inputs have been relatively stable. Thus, the direction and magnitude of annual changes in the value of livestock production have arisen primarily from market prices for livestock and livestock products. On the other hand, variability in the value of crop production is determined by both market prices and production levels. Crop production varies with changes in yields due to weather, plant disease, and pests.

Value of crop production and livestock production, 1970-2008f d

See our glossary for definitions of terms.

See the official USDA estimates and forecast tables.

Commodity Prices Boost Farm Income

In general, 2008 is projected to be an exceptional year for U.S. crop producers, particularly for feed crops, oilseeds, and food grains. The boost in 2008 U.S. farm income is primarily the result of high commodity prices. In the livestock sector, prices for cattle and milk are expected to remain well above their average over the last 10 years. Prices for a number of major commodities rose throughout 2007, and attained unexpectedly high levels for corn, wheat, soybeans, and milk. Higher prices are principally due to strong demand from the domestic biofuels industry and from foreign buyers. As a result, farmers are receiving high prices despite their high levels of production (see monthly prices for Crops and Livestock).

The growing use of crops in the production of biofuels has increased demand for these commodities, putting upward pressure on prices. Corn producers are the primary beneficiaries, but soybeans are also used in biodiesel production. Prices of other feed crops and oilseeds have also risen as corn and soybean consumers have sought lower cost alternatives. The resulting competition for acreage has also raised prices of pulses, potatoes, and processing vegetables as processors and shippers struggle to find reliable supplies of these crops. Inadequate rainfall in competitor countries and increased international consumption (from growth in population and rising incomes) has reduced world supplies of corn and soybeans.

The combination of reduced global food supplies and higher incomes in developing countries with large populations is translating into rising effective demand for farm commodities, regardless of origin. In addition, the U.S. dollar has depreciated significantly against major foreign currencies in recent years. The lower value of the dollar amounts to greater effective demand for U.S. exports, boosting farm-level prices to a level that more than offsets the increase in production costs resulting from higher prices on imported production inputs, particularly fuel and fertilizers (nitrogen and potash).

U.S. corn production, 1990-2008f d

U.S. soybean production, 1990-2008f d

The income earned from farm production, as measured in net value added, is distributed among stakeholders (rent, wages, interest) and producers for their contributions of land, labor, capital, and management acumen. The incomes earned by stakeholders are agreed upon in advance of their contribution to the production activity. Consequently, their earnings are not subject to the vagaries of markets and production. The lack of variability in their earnings is in contrast to the sawtooth pattern of net farm income.

Producers absorb the inherent risks of both their own production and the prices generated by global markets. As such, they bear the brunt of losses when production and prices decline and reap the gains when production and price are above average.

Payments to stakeholders and net farm income, 1970-2008f d

Net farm income, 1997-2008f d

Not All Farmers Share Equally in Income Gains

Because of the diversity of U.S. agriculture, annual change in economic fortunes can vary greatly across commodities and regions. States that are leading producers of corn, soybeans, and wheat stand to benefit the most in 2008. Their primary commodity prices are rising faster than other crops, meanwhile their expenses are roughly equivalent with other commodities. Thus, the Midwest and Corn Belt should be big beneficiaries of commodity price trends. Livestock producers are expected to see larger increases in production expenses than crop producers due to their heavy reliance on feed.

A number of States in the East, Southeast, and Mountain regions are experiencing drought. For the most part, these States do not account for enough farm production to have a major impact on national farm income measures. However, farmers in regions with significantly lower levels of production benefit less from high commodity prices since they have less to sell.

Farmers in these regions are also typically seeing a greater rise in production costs for such things as irrigation and feed/hay. When gross farm income is lower and production costs are higher, net income for individual producers can quickly turn negative for operations affected by drought.

Large Increases in Cash Receipts for Corn, Soybeans, and Wheat Anticipated in 2008

Annual crop cash receipts are expected to increase by 29 percent in 2008, with increases anticipated for all crop types except cotton. Ethanol demand, a cheap dollar, and good overall production conditions for most crops are expected to create record sales in 2008.

Feed corn sales are expected to exceed their 2007 record by over 56 percent. Feed corn prices in 2008 are expected to increase by over $1.42 per bushel from 2007, while quantities sold are expected to exceed 2007 levels by almost 16 percent. In spite of excessive rains and flooding in the Corn Belt, the 2008 corn crop is forecast to be the second largest on record. While feed and residual use is down, as are exports due to increased global production, use of feed grain for ethanol production is up. Feed corn cash receipts are expected to account for almost 28 percent of 2008 cash receipts from crop sales. Feed corn accounted for almost 18 percent of all crop cash receipts from 2004 to 2006, before ethanol became a significant factor in U.S. crop markets.

Annual soybean cash receipts are expected to increase by almost 50 percent in 2008 and to account for over 16 percent of all crop cash receipts. Soybeans accounted for about 14 percent of all 2004-06 crop cash receipts. Average soybean prices in 2008 are expected to be about $4.30 per bushel higher than in 2007.

Wheat cash receipts in 2008 are expected to increase by over 62 percent from 2007 levels. Wheat's annual average farm price is expected to increase almost $2.40 per bushel, while quantities sold are expected to increase by almost one quarter. More favorable weather has helped yields and production. Rice cash receipts, led by an almost $5-per-bushel increase in annual average price, are expected to increase by 44 percent.

While cotton lint sales are expected to increase in 2008, this will likely be offset by a decline in cottonseed supply. Thus, overall cotton sales are expected to decline almost 10 percent in 2008. U.S. cotton production is expected to be at its lowest level since 1989 as cotton producers switch to crops with better returns The acreage reduction, in addition to smaller seed weights has led to higher cottonseed prices; however, this will not be enough to increase cash receipts over last year. Meanwhile, the share of the cotton crop rated as "good" or "excellent" quality has declined while that rated as "poor" or "very poor" has increased. Still, U.S. exports are expected to increase as U.S. cotton producers help fill the shortfall between foreign production and foreign mill use.

Strong prices for melons, processed vegetables, potatoes, dry edible beans, dry peas, and lentils have offset a decline in fresh vegetable prices during the first half of 2008. By the end of 2008, vegetable and melon cash receipts are expected to rise more than 6 percent over 2007.

Cash receipts for fruits and tree nuts are expected to rise almost 8 percent in 2008. While the average price for all fruit in 2008 is expected to be slightly down from 2007, this should be more than offset by increases in the quantities sold for oranges, prunes and plums, apples, and other fruits and tree nuts.

Overall, sales of all other crops are expected to rise almost 4 percent in 2008. The average price for greenhouse and nursery crops, which account for about 9 percent of crop sales, is expected to increase just over 2 percent from 2007. Cash receipts for tobacco are expected to increase almost 11 percent over 2007 sales.

Exports Deliver Gains for Animal Sectors

Cash receipts for livestock, poultry, and dairy are projected to reach a record high of $146 billion in 2008, based on strong export demand. This is more than $8 billion (6 percent) over cash receipts in 2007.

Cash receipts for cattle and calves in 2008 are expected to increase 3 percent over last year. Continuing dry conditions in the Southern Plains and Southeast are forcing some cow-calf producers to commence supplemental hay feeding in the summer months. These conditions are leading to higher commercial cow slaughter as well as higher feedlot placements of heifers; this will set the stage for reduced inventories in the coming years. Despite increased supply and competition from cheaper meats, cattle prices are projected to move slightly upward in 2008. Exports, driven by a weaker dollar and increasing acceptance of U.S. beef in Japanese markets, are projected to increase 20 percent in 2008. Additionally, imports of lean beef from Australia and New Zealand and frozen processed beef imports from South America have decreased significantly; American supplies are being used to fill this void.

Hog revenues are expected to increase 11 percent in 2008 due to substantial increases in exports as well as an increase in domestic demand. Pork exports are expected to be up 72 percent over last year. Meanwhile, hog supplies are projected to be 7 percent higher than in 2007. This has suppressed some of the price growth that would otherwise accompany increased domestic and foreign demand. Rising feed costs are leading to higher sow slaughter rates than in previous years. Prices for 2008 are expected to move up an average of about $1.60 per cwt.

After tremendous growth in 2007, cash receipts for dairy producers are projected to rise about 1 percent in 2008. The slowing domestic economy and high retail milk prices are expected to reduce consumption slightly; however, exports of dairy products are expected to pick up some of the slack. Higher herd numbers and increased per-cow productivity are projected to boost supply by 2 percent over 2007 levels. Prices are likely to drop slightly from last year.

Building on 2007 gains, broiler receipts are expected to increase 11 percent in 2008. Exports and the slowing domestic economy, which leads consumers to seek cheaper meat options, have helped to boost broiler prices. Egg receipts are expected to be up 21 percent in 2008. Egg prices skyrocketed in early 2008 due to declining supply. Prices are expected to decline during the second half of 2008 as growers respond by increasing the hen population, but the average price of eggs will remain well above 2007 values. Turkey cash receipts are expected to increase 14 percent in 2008. Although supplies are up, prices are projected to be higher due to a 14 percent increase in exports.

Production Expenses Up 16 Percent to Record High

Following an increase of $20 billion (8.9 percent) in 2007, total production expenses are expected to rise $40.4 billion (15.9 percent) in 2008 to a nominal record-high $294.8 billion. If realized, expenses will constitute 76 percent of gross farm income, slightly more than in 2007. The 2008 increase will be the sixth straight since 2002 and, during the period, total expenses have been climbing at an increasing rate.

Farm expenses are forecast to continue to climb in 2008; since 2002, they have increased $102 billion d

Since 2002, nominal expenses will have risen $101.7 billion (52.7 percent). Inflation-adjusted expenses have increased 31 percent and are approaching the record levels reached in 1979-80.

Nominal expenses are expected to reach a record high in 2008, but inflation-adjusted expenses remain below 1979-80 d

Expenses are expected to rise more than $1 billion in 10 expense categories: feed; seeds; fertilizer; fuels and oils; repair and maintenance; total labor; marketing, storage, and transportation; miscellaneous expenses; net rent to nonoperators; and capital consumption. These increases are due to both increased production and higher input prices. Crop output is expected to increase 1.2 percent and livestock output 2.3 percent, producing a net rise of 1.6 percent in total output. Meanwhile, prices paid for production inputs, interest, taxes, and wages are forecast to increase 12.4 percent. Since 2002, the level of overall prices paid will have risen 51.5 percent, accounting for a large share of the increase in total expenses. Three expense items are forecast to decrease slightly in 2008: livestock and poultry purchases and both real estate and nonreal estate interest.

For the third straight year, feed expenses are forecast to have the largest increase of any expense item as they rise $9.8 billion (25.6 percent) to a record $47.9 billion. The increase would be the largest ever for feed, eclipsing the $6.7-billion increase experienced in 2007. Over the last 3 years, feed expenses have risen $20 billion (71 percent). The primary reason for the rise in 2008 feed expenses is the projected 23-percent increase in prices paid for feed.

This year’s price increase is more widespread among feed types than last year. Prices paid for feed grains are again up more than 45 percent, while complete feeds and concentrates are also up more than 25 percent. The increase in feed grains is due mainly to higher corn and soymeal prices. Corn accounts for 91 percent of feed grains used for feed, and soymeal is the principal oil crop product used as feed. At the end of 2007, corn prices were high and they are forecast to remain above 2007 levels throughout 2008. Soymeal prices are at record-high levels and will remain significantly higher than in 2007.

On the quantity side, the number of grain-consuming animal units is forecast to be up 2 percent in 2008. Cattle-on-feed are expected to be lower each quarter in 2008 than they were in 2007, and both net placements and total supply should decline. However, pork production is forecast to be up 7.0 percent and milk production is expected to increase about 2 percent. The production of broilers should rise more than 2 percent.

Livestock and poultry purchases are forecast to decline $206 million (-1.1 percent) in 2008. Since cattle and calf purchases account for more than 75 percent of this expense, the situation in this market has the biggest effect on livestock purchases. This market reflects a set of countervailing factors. Prices of feeder cattle fell in both 2006 and 2007 because drought and poor pasture in some parts of the country resulted in cattle being placed into feedlots. This pressure has been partially relieved and the cattle and calf inventory has been reduced. Further, beef production should be slightly higher in 2008, exports are expanding, and retail prices for beef have been higher during the first half of 2008 than in 2007. However, high feed prices are affecting the profitability of feedlots and reducing the price that they are willing to pay for feeders. Later this year, the situation will likely become “declining demand from cattle feeders for increasingly scarce supplies of feeder cattle” (Livestock, Dairy, and Poultry Outlook, May 2008). The price for milk cow replacements rose 6 percent in 2007 and should remain at least level during 2008 since milk production will increase and milk prices remain relatively high. The annual average farm prices for hogs, broilers, and turkeys are all forecast to be up.

The principal crop-related expenses are forecast to be $52.4 billion, a rise of $13.7 billion (36 percent). This increase is the largest on record, overwhelming the $5.3-billion increase in 2007, which also was a record high. One indicator of crop-related expenses, acres planted of the 14 major field crops, is projected to increase 1.3 percent in 2008. Fertilizer expenses are up 175 percent since 2002, and seed expenses have increased 72 percent since then. In contrast, pesticide expenses have risen only 29 percent, and most of that rise will have been in 2007-08.

Seed and fertilizer expenses have risen rapidly since 2002 while pesticides have increased gradually d

Seed expenses are forecast to increase $3.4 billion (28 percent) in 2008. Seed prices have been rising rapidly since 2000 because of biotechnology advances and improved yield potential (Crop Production Cost and Outlook, FAPRI). Prices paid for seeds rose 12.3 percent in 2007 and are projected to increase 27 percent in 2008. April prices for field crop seeds were up markedly. Average prices for all corn seeds (biotech and non-biotech) were 24 percent higher than in 2007. The price of wheat seeds jumped even more—spring wheat seed prices rose 244 percent from 2007.

Fertilizer expenses will probably be a greater concern to crop farmers than fuel costs in 2008. Following a $3.4-billion (25.5-percent) increase in 2007, fertilizer expenses are forecast to rise $9.7 billion (58.0 percent). Increases in fertilizer prices are driving the increase. The sharp increases in fertilizer prices began in December 2007. Average prices paid for fertilizer in 2008 through July are up 62 percent over 2007 and the prices paid in July 2008 were 104 percent higher than in July 2007. Through July, average prices paid for mixed fertilizers have risen 69 percent; for nitrogen, 44.5 percent; and for potash and phosphate, 100 percent. These prices are not likely to abate during the year because their rise is tied to greater international demand for fertilizer, particularly in India, China, and Brazil. (A fuller discussion of fertilizer price is included in the November 2007 Amber Waves.) With the reduction in corn acreage, fertilizer use should decline in 2008. Multiplying forecast acreage for principal crops and their respective per-acre application rates yields a 1.3-percent decrease in total applications. Also, many farmers will employ practices that reduce their use of fertilizer, given its high price.

Pesticide expenses are forecast to increase around $700 million (7 percent). Year-to-date average prices paid for pesticides are up 5.4 percent in 2008. The quantity indicator in the 2008 pesticide expense forecast, acres of major crops planted, is projected to increase 1.3 percent. If the 2008 price increase is realized, pesticide expenses will have risen $1.7 billion (19 percent) during the last 2 years.

Fuel and oil expenses are forecast to increase $5.1 billion (39 percent) in 2008 following a $1.7-billion (15 percent) rise in 2007. Average prices paid for fuel in 2008 are up 40 percent through July. The price of diesel fuel, which is the primary fuel used in farm machinery, has risen 45 percent. In July 2008, prices paid for fuels and oils stood 62 percent higher than in July 2007. Like fertilizer prices, fuel prices have risen dramatically since 2002. Nominal annual average fuel prices have registered 6 straight double-digit percentage increases and, since 2002, are projected to have risen 230 percent through the end of 2008. Prices paid for diesel fuel have risen 272 percent. On the quantity side, additional acreage may increase fuel use. Electricity rates should rise more than 5 percent and electricity expenses 7 percent in 2008.

Payments to Stakeholders (Providers of Hired Labor, Rented Land, and Debt Capital)

Payments to stakeholders are slated to increase $2.8 billion (6.1 percent) in 2008. If realized, they will constitute 34 percent of net value added, down slightly from 2007. The ratio of stakeholder payments to total expenses has been dropping since it peaked at 26.5 percent in 1984. In 2008, this ratio should decline to 16.4 percent.

Employee compensation (hired labor) is forecast to rise $1.3 billion (6 percent), reflecting a 4.5-percent increase in farm wage rates and an approximately 3-percent increase in the production of fruits and nuts, vegetables, and greenhouse and nursery products- the three farm commodity groups that are the heaviest users of hired labor.

Net rent to nonoperators is expected to rise $2.0 billion (22.5 percent), reflecting an expected 13-percent rise in average cash rents, 27-percent rise in share rent, and 14-percent rise in landlord government payments.

Total interest expenses are forecast to drop by close to $450 million as both real estate interest and nonreal estate interest expenses decline. Total end-of-year debt will be slightly higher as real estate debt is forecast to increase by $3.9 billion (3.1 percent) and nonreal estate debt is expected to decline by $3.1 billion (-3.0 percent). Annual average interest rates on both outstanding real and nonreal estate farm loans are expected to decline in 2008.

Government Payments Forecast at $13.2 Billion

Direct government payments are expected to total $13.2 billion in 2008, up from $11.9 billion in 2007. If realized, this level would be 19 percent below the 5-year average for 2003-07. Payments under the Direct and Countercyclical Program in 2008 are forecast at $5.27 billion, a 4-percent increase from 2007. Direct payment rates are fixed in legislation and are not affected by the level of program crop prices. Since 2004, there has been little change in direct payments by crop year. The small fluctuations across the calendar years are the result of changes in the number of farmers receiving optional advanced payments in December, affecting the share of the payment rolled into the following calendar year. There was no program authority for making advanced direct payments to 2008 crops, so there were no advanced payments made in December 2007.

Countercyclical payments are expected to decrease from $1.2 billion in 2007 to $957 million in 2008. This follows a large decrease in 2007. In 2006 and 2007, only upland cotton and peanuts received payments. This is quite a change from previous crop years, when more than half the payments for 2004 and 2005 were to corn. Under the Food, Conservation and Energy Act of 2008 (2008 Farm Bill), the timing of countercyclical payments will change. For crop years 2008 through 2010, producers will receive two countercyclical payments—a partial payment will be made after 180 days of the marketing year and the final payment will be made beginning the following October. For fiscal years 2011 and 2012, only single payments will be made beginning in October following the end of the marketing year.

Marketing loan benefits—including loan deficiency payments, marketing loan gains, and certificate exchange gains—are projected at $7 million in 2008, down from $1.1 billion in 2007. In 2007, upland cotton producers received almost 99 percent of total marketing loan benefits, of which 95 percent were certificate exchange gains. In 2008, only wool, mohair, and pelts are expected to realize marketing loan benefits because, at current price levels, marketing loan benefits are not available to any of the other program crops.

Forecast at $600 million in 2008, Tobacco Transition Payment Program (TTPP) payments are expected to be almost 33 percent lower than in 2007. Payments reported here include both CCC payments and lump-sum payments. Begun in 2005, this program provides payments over a 10-year period to eligible quota holders and producers of quota tobacco. Lump sum payments to individuals are made through agreements with third parties in return for their rights to the 10-year TTPP payment stream. Because significant lump-sum payments were made in 2005 and 2006, payouts to producers are expected to continue declining in 2008 and beyond.

Conservation programs include all programs operated by USDA’s Farm Service Agency (FSA) and Natural Resources Conservation Service (NRCS) that provide direct payments to producers for conservation activities. Estimated conservation payments of $3.15 billion in 2008 reflect funding levels authorized by current legislation.

Ad hoc and emergency program payments, forecast at almost $3.2 billion in 2008, include all programs providing disaster and emergency assistance to farmers. USDA started making disaster payments in late December appropriated under Title IX—Agricultural Assistance—of the U.S. Troop Readiness, Veterans' Care, Katrina Recovery, and Iraq Accountability Appropriations Act, 2007. However, most of the expected $2.8 billion being paid to farmers is expected to be disbursed in 2008. Section 743 of the Consolidated Appropriations Act, 2008 further extended the period of loss eligibility for disaster assistance from February 28, 2007, to December 31, 2007. This is expected to provide an additional $602 million in disaster assistance payments to farmers in 2008.

Government payments, 1998-2008f d

2004-2008—Sustained High Earnings for U.S. Agriculture

If current commodity and input market prospects hold for the remainder of the calendar year, 2008 will be a record year for the value of crop and livestock production, crop and livestock receipts, revenues from forestry and services, total value of farm sector production, gross value added, net value added, net farm income, and production expenses for both purchased inputs and payments to stakeholders. This string of records across so many components of the farm income accounts is unparalleled in the last several decades, and both crop/livestock operations and suppliers of services and inputs should share in U.S. agriculture's record economic showing.

The past 4 years have witnessed exceptional earnings for U.S. agriculture. Including the forecast for 2008, crop and livestock production values will each have established new highs in three of the last five years (2004-08). Likewise, net value added to the U.S. economy will have established three new record highs. Net cash income has also established multiple record highs between 2004 and 2008. The late 1980s and early 1970s were the last comparable periods when U.S. farming enjoyed multiple years of sustained high levels of output and income.

Even on an inflation-adjusted basis, 2008 will be an exceptional if not record-breaking year. With income expressed in constant dollars (2000=100), the forecast for net value added for 2008 would be the largest economic contribution for U.S. agriculture since 1974. Net farm income mirrors net value added, with income (in constant dollars) trailing only 2004 as the largest in the last three-plus decades.

Net farm income and net value added (inflation-adjusted), 1970-2008f d


Farm Income Forecasts Grow More Refined Over 19 Months

The periodic farm income forecasts and estimates published by ERS over the course of a crop year (5 over a span of 19 months) can vary markedly from one iteration to the next. For example, the first forecast of 2007 income (in February 2007) undergoes painstaking refinement as new information comes available. Release dates for the updated forecasts correspond with the availability of seasonal data and annual survey results. For example, an August 2007 update of annual crop values benefits from preliminary output and yield numbers as reported by producers in the field. Likewise, production expenses can be extrapolated from prior-year expense data and several months of current-year input prices. Additional refinements in November and the following February (2008) incorporate harvest, sales, and inventory data. Ultimately, an August 2008 estimate of 2007 farm income is published.

Individual components of the farm income accounts adhere to different timetables and are subject to varying degrees of uncertainty. For instance, (crop) inventory adjustment is a residual component of total supply (production and beginning-of-year stocks) and use (domestic and export). Farm household income is contingent on many factors (amount of off-farm work hours and wage rates) that transcend crop and livestock numbers. Government payments—which are a function of prices, production, eligibility rules, and ad hoc disaster legislation—are also hard to forecast with any certainty, and that uncertainty compounds the margin of error that measures like net cash income are subject to from first forecast to final estimate.

Crop and livestock receipt forecasts tighten significantly as additional price and output data come available during the forecast period. As a result, by harvest time, the relative error (between forecast and actual totals) has generally held to less than 2 percent for total cash income and less than 5 percent for net farm income. Of course, in absolute terms this can amount to as much as $4 billion across the farm sector.

See glossary.

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For more information, contact: Roger Strickland

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Updated date: August 28, 2008