ERS Charts of Note
Get the latest charts via email, or on our mobile app for and
Friday, October 21, 2022
Real, or inflation-adjusted, monthly food spending in the United States has increased in 2022 as compared to the same period in 2019, before the Coronavirus (COVID-19) pandemic. Inflation-adjusted food spending measures the quantity of food spending after removing price increase effects. Real monthly food at home (FAH) spending, or food intended for off-premise consumption from retailers such as grocery stores, increased each month through August 2022 as compared to 2019 except in August, with the highest increase in January at almost 8 percent. This increase may be the result of U.S. consumers purchasing more foods or choosing more expensive grocery store options, such as pre-cut vegetables and fruits, imported out-of-season foods, organic products, and prepared dishes, than they did in 2019. Real monthly food away from home (FAFH) spending, or food consumed at outlets such as restaurants or cafeterias, also increased each month so far in 2022, with the highest increase in April at 12 percent. Similarly, the increase seen in 2022 in real FAFH spending may be the result of U.S. consumers purchasing more FAFH in general or shifting toward more expensive options, such as foods at full-service restaurants. The data for this chart come from the ERS’s Food Expenditure Series data product.
Thursday, August 4, 2022
The share of U.S. consumers’ disposable personal income (DPI) spent on food was relatively steady from 2000 to 2019, rising from 9.93 percent in 2000 to 10.27 percent in 2019. DPI is the amount of money that U.S. consumers have left to spend or save after paying taxes. During the Coronavirus (COVID-19) pandemic, the share of income spent on food dropped to a new low of 9.4 percent in 2020. Food spending rebounded in 2021, however, and the share of income spent on food jumped to 10.27 percent, equaling the share in 2019. Between 2000 and 2019, consumer spending trended toward food away from home (restaurants, fast-food places, schools, and other dining establishments). From 2019 to 2020, this trend reversed as consumers spent more of their incomes on food at supermarkets, convenience stores, warehouse club stores, supercenters, and other retailers (food at home). As COVID-19 vaccines were distributed and many mobility restrictions were lifted in 2021, the share of food-away-from-home spending bounced back to just shy of the food-at-home spending share, signaling a return towards pre-pandemic spending trends. The data for this chart come from the USDA, Economic Research Service’s Food Expenditure Series data product.
Monday, June 13, 2022
Real, or inflation-adjusted, annual food spending in the United States has increased every year since 1997 except in 2008, 2009, and 2020. Sales increased from 1997 to 2019 for both food at home (FAH), food intended for off-premise consumption from retailers such as grocery stores, and food away from home (FAFH), food consumed at outlets such as restaurants or cafeterias. Over this period, real FAH spending increased at a slower rate (43.5 percent) than for FAFH (73.9 percent). In 2020, during the Coronavirus (COVID-19) pandemic, real total food expenditures fell 6.6 percent from 2019. U.S. consumers’ food-spending patterns changed as efforts were made to limit the spread of COVID-19, which included stay-at-home orders. FAFH spending decreased by 15.8 percent in 2020, while FAH spending increased by 3.9 percent. In 2021, real total food expenditures increased 12.2 percent from 2020. With increased household income during the economic recovery and relaxed safety measures around indoor dining and social distancing, FAFH spending increased by 21.1 percent in 2021 from the previous year and was the primary driver of the overall food spending increase. FAH spending increased by 4 percent. The data for this chart come from the ERS’s Food Expenditure Series data product.
Friday, December 3, 2021
From 1990 to 2015, rural U.S. counties saw a noticeable change in the numbers and types of food retailers serving consumers, according to a recent USDA, Economic Research Service (ERS) report. Researchers separated grocery stores—the most common type of food retailer—into four categories: single location, local chain, regional chain, and national chain. In rural counties, national chains were the only grocery stores that increased in numbers over the 25 years, rising by 45.2 percent. While single location grocery stores outnumbered the three other types in rural counties, they demonstrated the deepest decline with a 42.7 percent drop. The sharpest decline happened after 2009. The reduction in the number of single location stores drove an overall decline in the total number of grocery stores. Local chains decreased by 34.7 percent, and regional chains by 8.9 percent. This chart appears in the ERS report The Food Retail Landscape Across Rural America, released June 2021.
Tuesday, November 30, 2021
Demand for table eggs tends to increase when holiday gatherings and cold weather encourage home baking and cooking. In accordance, wholesale table egg prices—the prices retailers pay to producers for eggs—tend to increase ahead of holidays such as Thanksgiving, Christmas, and Easter. Leading up to the 2021 holiday season, however, wholesale prices of table eggs in the United States have fallen as effects of Coronavirus (COVID-19)-linked flock adjustments linger. In normal years, producers anticipate seasonal demand by adjusting the size of the table-egg laying flocks and the rate at which they produce eggs. In 2020, COVID-19-related disruptions in the demand for eggs led producers to reduce flock sizes. Flock sizes have slowly rebuilt since the summer of 2020 but remain smaller than the same time in 2019. However, the younger flocks produce more eggs per hen. The higher productivity can offset the effects of the small flock size and support increased production. At the beginning of October 2021 the size of the U.S. laying flock was just above the October 2020 levels and the rate of lay was 1.1 percent higher. This productivity bump is predicted to support about a 1 percent increase in October 2021 table egg production compared with a year ago, leading to a 9.6 percent price reduction compared to October 2020. This chart is drawn from the USDA, Economic Research Service Livestock, Dairy, and Poultry Monthly Outlook, published November 2021.
Monday, August 16, 2021
Local food producers had high levels of internet access in 2015 according to a recently released report by USDA, Economic Research Service researchers. They found that 72 percent of local food producers had internet access, either at the farm or at the principal farm operator’s residence. A local food producer is defined as a farming operation that produces and sells edible agricultural products directly to consumers, retailers, institutions, or intermediate markets. Geographic proximity of local food producers to urban areas may account for high levels of internet access. Less-experienced local food producers had greater internet access than those with more farming experience. Eighty-nine percent of first-year farmers had internet access, compared with 82 percent of inexperienced farmers (2 to 10 years of farming experience) and 70 percent of experienced farmers (more than 10 years of farming experience). In 2015, the most popular use of the internet by all local food producers was to buy items for the farm (44 percent of producers), including input supplies, commodities, and equipment. A larger share of first-year farmers used the internet to buy farm inputs (76 percent) and access price and market information from non-USDA sources (60 percent), followed by inexperienced farmers (62 percent and 46 percent, respectively) and experienced farmers (41 percent and 32 percent, respectively). This information is drawn from the ERS report, “Marketing Practices and Financial Performance of Local Food Producers: A Comparison of Beginning and Experienced Farmers,” released August 10, 2021.
Friday, August 13, 2021
Full-service and limited-service restaurants (fast food restaurants)—the two largest segments of the commercial foodservice market—accounted for 70 percent of all food-away-from-home (FAFH) spending on average from 1987 to 2020. Consumers spent the other 30 percent at places such as hotels and schools. Full-service restaurants had the highest share of FAFH sales in every year of that period except 1995, 2010, 2019, and 2020. In 2020, the share of sales at full-service restaurants dropped from 36.5 percent in 2019 to 31 percent, resulting from a 29.4 percent decline in sales, partly because of safety closures during the Coronavirus (COVID-19) pandemic. Full-service establishments typically have wait staff and other amenities such as ceramic dishware, non-disposable utensils, and alcohol service. In contrast, limited-service restaurants, use convenience as a selling point; they have no wait staff, menus tend to be smaller, and dining amenities are relatively sparse. Given their minimal physical interactions with customers, fast food restaurants adapted to COVID-19 restrictions more quickly during 2020 and assumed a larger share of total FAFH sales at 42.7 percent, compared with 36.8 percent in 2019. Despite the increase in the relative share of FAFH sales, fast food sales decreased by 3.6 percent in 2020 compared with 2019. All other FAFH establishments, such as school and college cafeterias, reported a 17.9 percent decline in sales in 2020 and accounted for 26.3 percent of total FAFH sales. This chart appears on the USDA, Economic Research Service’s Market Segments topic page and its data come from the Food Expenditure Series data product.
Wednesday, August 4, 2021
Since 2006, super stores received more USDA, Supplemental Nutrition Assistance Program (SNAP) redemptions than any other type of store, totaling half of all redemptions in 2016. SNAP participants can redeem benefits to buy food items at super stores, supermarkets, grocery stores, and other types of approved food retailers. Super stores are defined as large food and drug combination stores and mass merchandisers under a single roof as well as membership retail/wholesale hybrids offering a limited variety of products in warehouse-type environments. USDA, Economic Research Service (ERS) researchers examined the effects of entrant super stores on the survival of existing SNAP-approved stores and their revenue from redeemed benefits. Researchers found that when one super store entered a market area from 1994 to 2015, about 0.25 supermarkets and 0.05 other smaller food retailers on average left over the first three years after entry. Overall store availability did not decline though, as the entry of one super store more than offset the loss of supermarkets and other smaller food retailers in the markets. The ERS researchers estimated that from 1994 to 2005, local supermarkets and other smaller food retailers annually lost $191,000 on average in SNAP redemptions for each super store entrant into their local market. That loss increased to $213,000 on average from 2005–15. At the same time, super stores gained much more in SNAP redemptions than was lost at local food retailers, leading the researchers to conclude that SNAP beneficiaries shifted purchases to super stores. Based on previous research showing that food is about 3 percent less costly at super stores, the researchers estimated that a shift of SNAP redemptions to super stores expanded the purchasing power of SNAP participants’ benefits by $108.6 million in 2015 (0.15 percent of total SNAP benefits and costs in 2015).This chart appears in the ERS’ Amber Waves article, “New Super Stores Slightly Expanded Purchasing Power for Participants in USDA’s Supplemental Nutrition Assistance Program (SNAP),” June 2021.
Friday, July 2, 2021
During the Coronavirus (COVID-19) pandemic and economic recession in 2020, the share of U.S. consumers’ disposable personal income (DPI) spent on food decreased 10.1 percent from the previous year to 8.62 percent, the lowest share in the past 60 years. DPI is the amount of money that U.S. consumers have left to spend or save after paying taxes. The share of DPI spent on food in the United States was relatively steady over the last 20 years, decreasing from 9.95 percent in 2000 to 9.58 percent in 2019. Consumers spent 1.4 percent more of their incomes on food at supermarkets, convenience stores, warehouse club stores, supercenters, and other retailers (food at home) from 2019 to 2020, while they spent 22.2 percent less of their incomes on food at restaurants, fast-food places, schools, and other places offering food away from home over the same period. Changes in the shares of income spent on food in 2020 resulted, in part, from pandemic-related closures and restrictions at food-away-from-home establishments, as well as from the largest annual DPI increase in 20 years. The increase in DPI was driven by additional Government assistance to individuals in 2020, including stimulus payments to households and increased unemployment insurance benefits. The data for this chart come from the Economic Research Service’s Food Expenditure Series data product. See also the Amber Waves article Average Share of Income Spent on Food in the United States Remained Relatively Steady from 2000 to 2019, published in November 2020.
Monday, June 7, 2021
Shutdowns, stay-at-home orders, and the need for social distancing led households to buy more food for consumption at home during the Coronavirus (COVID-19) pandemic. In response to the economic downturn and pandemic conditions, supplemental emergency allotments were issued to Supplemental Nutrition Assistance Program (SNAP) households and Pandemic Electronic Benefit Transfer (P-EBT) benefits were distributed to households with children missing free and reduced-price school meals. This expansion of nutrition assistance led to a rapid increase in the dollar amount of these benefits issued to households and redeemed for food at home (FAH). In January and February 2020, SNAP benefit redemptions accounted for 6.8 percent of total FAH expenditures as estimated by the Food Expenditure Series. In March 2020, FAH spending spiked, causing SNAP’s share of FAH spending to fall. From March to June 2020, the introduction of P-EBT and increase in SNAP benefits led to rapid growth in these programs’ share of FAH spending. In June 2020, redemptions of these benefits peaked at $9.5 billion—making up 13.3 percent of FAH spending that month. This share fell the following three months. Overall, the share of total FAH spending attributable to SNAP and P-EBT from April through September 2020 was 11.7 percent—more than one in nine dollars and nearly 5 percentage points higher than SNAP’s share over the same months in 2019. This chart is based on a chart in the USDA, Economic Research Service’s COVID-19 Working Paper: Supplemental Nutrition Assistance Program and Pandemic Electronic Benefit Transfer Redemptions during the Coronavirus Pandemic, released March 2021.
Friday, April 16, 2021
The Supplemental Nutrition Assistance Program (SNAP) Online Purchasing Pilot began in 2019 as mandated by the 2014 Farm Act and was quickly expanded in 2020 in response to the COVID-19 pandemic. The pilot allows households in participating States to use their SNAP benefits to purchase groceries online from a limited number of authorized retailers. Households can similarly use Pandemic Electronic Benefit Transfer (P-EBT) benefits, which were issued in 2020 to households with children missing free and reduced-price school meals during the pandemic. Online transactions using benefits are subject to the same requirements as in-person transactions and cannot be spent on tips or fees. The number of States where SNAP and P-EBT benefits could be redeemed online grew from just one State at the beginning of 2020 to 46 States by the end of September 2020. As availability increased and the pandemic necessitated continued social distancing, the value of SNAP and P-EBT benefits redeemed online increased. In February 2020, households redeemed less than $3 million in benefits online, accounting for less than 0.1 percent of all benefits redeemed. By September, this amount grew to $196 million — 67 times its value in February. Overall, households redeemed $801 million in benefits online from February to September 2020. Despite this rapid growth, online redemptions accounted for only 2.4 percent of all benefits redeemed in September. This chart is based on a chart in the USDA, Economic Research Service’s COVID-19 Working Paper: Supplemental Nutrition Assistance Program and Pandemic Electronic Benefit Transfer Redemptions during the Coronavirus Pandemic, released March 2021.
Thursday, April 8, 2021
The U.S. Government expanded existing food assistance programs and introduced new ones in response to the COVID-19 pandemic and subsequent economic contraction in the United States in 2020. Some States began issuing monthly supplemental emergency allotments to Supplemental Nutrition Assistance Program (SNAP) households in March 2020, with the rest beginning to do so in April 2020. All States issued Pandemic Electronic Benefit Transfer (P-EBT) benefits to households with children who missed free or reduced-price school meals during the 2019-20 school year; the earliest States began issuing P-EBT benefits in April 2020. This led to a rapid increase in the dollar amount of food assistance benefits issued to households and redeemed for groceries during the pandemic. The value of total monthly redemptions roughly doubled from $4.7 billion in March 2020 to $9.5 billion in June 2020. Most P-EBT benefits for the 2019-20 school year were issued in May and June 2020, leading total redemptions to peak in June and decline over the next three months. By September, redemptions amounted to $8.1 billion. Overall, an average of $8.4 billion per month in combined SNAP and P-EBT benefits were redeemed from April through September 2020—an increase of 74 percent compared with the average value of benefits redeemed during the same 6 months in 2017-19. This chart is based on a chart in the USDA, Economic Research Service’s COVID-19 Working Paper: Supplemental Nutrition Assistance Program and Pandemic Electronic Benefit Transfer Redemptions during the Coronavirus Pandemic, released March 2021.
Wednesday, March 24, 2021
The share of food dollars spent at grocers, supercenters, and other food-at-home (FAH) retailers in the United States rose in 2020 above Great Recession levels in 2008 as the COVID-19 pandemic disrupted the way people consumed food. The share of spending at FAH establishments began a sharp climb from 48 percent in February 2020, and by April 2020, 66 percent of food spending was devoted to at-home consumption. Shifts to greater FAH spending occurred as states issued stay-at-home mandates and people generally avoided public gatherings. The economic recession likely exacerbated this shift as FAH purchases are more cost-efficient. Even after its April 2020 peak, the share of FAH spending reached the same level in August 2020 as it was in August 2008, during the Great Recession. After that, food spending shares generally followed typical seasonal patterns, although at a level more like the Great Recession than 2018, remaining stable with a slight increase in FAH spending in the colder, winter months. ERS researchers will continue to examine food expenditure data to determine whether this change will endure beyond the pandemic and recession. The data for this chart come from the USDA, Economic Research Service’s Food Expenditure Series data product.
Friday, December 18, 2020
Ham is often served as a centerpiece on the holiday table. Grocery stores frequently feature hams in November and December, and consumers may choose between bone-in or boneless hams. Those who opt for the convenience of boneless hams may be paying higher prices than they have in recent years. Retail ham prices are generally lower in November and December than in other months of the year, but retail ham prices have been high throughout most of 2020. The March 2020 boneless ham price of $4.46 per pound as reported by the Bureau of Labor Statistics (BLS) tied the highest reported price from 2015 to 2019. While BLS did not report a boneless ham price in April, the reported prices for the rest of 2020 were above that previous high. USDA’s Economic Research Service uses prices like these from BLS to report on price spreads—the difference between what consumers pay for a certain type of meat at a retail store and what producers actually receive for that meat. These spreads are used to analyze the demand for meat products such as ham, and consequently, the value of hogs and other livestock. This chart is drawn from Economic Research Service’s Meat Price Spread Data, December 2020.
Wednesday, October 28, 2020
The share of U.S. food expenditures occurring at grocery stores, supercenters, and other food-at-home retailers typically displays a consistent seasonal pattern. U.S. consumers devote relatively more money to food-at-home spending in the winter months—a time of Thanksgiving and holiday gatherings. The summer months see the highest share of spending at food-away-from-home places such as restaurants, cafeterias, and other eating-out places. While seasonal patterns have stayed constant until 2020, the share of total food spending dedicated to food at home has not. In 1998, food at home’s share was above 55 percent of total food spending throughout the year. Ten years later, 2008 saw the share of food spending devoted to food at home decrease a few percentage points despite the Great Recession of 2007-2009. In 2018, food at home’s share was below 50 percent in all but the winter months. The COVID-19 pandemic has upended past seasonal trends and expanded food at home’s share of total food spending. Food at home in August 2020 accounted for 54 percent of total food spending, after peaking at 66 percent in April 2020. The data for this chart come from the Economic Research Service’s Food Expenditure Series data product, updated October 16, 2020.
Thursday, November 21, 2019
In a recently released report, ERS researchers used data for 2014-17 from the Bureau of Labor Statistics’ annual American Time Use Survey (ATUS) to provide a snapshot of when Americans grocery shop on weekdays versus weekends. Saturdays and Sundays are somewhat more popular days for grocery shopping than weekdays. Over an average weekday in 2014-17, 13 percent of Americans age 15 and older engaged in grocery shopping, and 16 percent grocery shopped over an average weekend in 2014-17. The peak times for grocery shopping during a weekday were 11 am to 12:59 p.m. and 3 p.m. to 3:59 p.m. Of those grocery shopping on a weekday, 16 percent did so in each of those 3 hours. On weekends, grocery shopping peaked during 11 a.m. to 12:59 p.m., with 20 percent of those shopping on a Saturday or Sunday doing so during each of these 2 hours. A version of this chart appears in the ERS report, Food-Related Time Use: Changes and Demographic Differences, November 2019.
Tuesday, September 24, 2019
Between 2009 and 2018, retail food prices rose an average of 1.2 percent per year nationally. However, food-at-home price inflation varies by geographic location. Over the same 10-year period, retail food prices rose an average of 1.7 percent per year in St. Louis, while prices in Dallas rose on average 0.6 percent per year. Averaging 10 years of annual data smooths out year-to-year “noise”—volatile price swings that obscure the bigger picture of relative food price increases by city. Different rates of change in transportation costs and retail overhead expenses, such as labor and rent, can explain some of the variation among cities because cost increases are often passed along to the consumer in the form of higher grocery prices. Furthermore, differences in consumer food preferences among cities for specific foods may help explain variation in inflation rates. For example, a city whose residents strongly preferred foods with little price inflation (such as pork and poultry at 1.4 and 1.5 percent per year, respectively, in 2009–2018) might have had a lower 10-year average inflation level than a city whose residents purchased more beef or veal, which increased an average of 3.4 percent per year in 2009–2018. This chart appears in an ERS data visualization, Food Price Environment: Interactive Visualization, released March 2019. This Chart of Note was originally published March 28, 2019.
Thursday, March 28, 2019
Between 2009 and 2018, retail food prices rose an average of 1.2 percent per year nationally. However, food-at-home price inflation varies by geographic location. Over the same 10-year period, retail food prices rose an average of 1.7 percent per year in St. Louis, while prices in Dallas rose on average 0.6 percent per year. Averaging 10 years of annual data smooths out year-to-year “noise”—volatile price swings that obscure the bigger picture of relative food price increases by city. Different rates of change in transportation costs and retail overhead expenses, such as labor and rent, can explain some of the variation among cities because cost increases are often passed along to the consumer in the form of higher grocery prices. Furthermore, differences in consumer food preferences among cities for specific foods may help explain variation in inflation rates. For example, a city whose residents strongly preferred foods with little price inflation (such as pork and poultry at 1.4 and 1.5 percent per year, respectively, in 2009–2018) might have had a lower 10-year average inflation level than a city whose residents purchased more beef or veal, which increased an average of 3.4 percent per year in 2009–2018. This chart appears in an ERS data visualization, Food Price Environment: Interactive Visualization, released March 2019.
Tuesday, November 27, 2018
Elderly households (those with at least one individual age 65 or older) tend to be less affected by economic downturns, possibly because they have more fixed incomes from Social Security or pensions that do not depend on employment. Using data from the Bureau of Labor Statistics’ Consumer Expenditure Survey, ERS researchers found that from 2005 to 2010, elderly households did not significantly change their share of food spending allocated to grocery stores and other food-at-home retailers or their share allocated to eating-out options. By 2016, elderly households had reduced their share of food-at-home expenditures by about 3 percentage points and increased their share of spending at fast-food places, although the fast-food share remained below that of non-elderly households. In contrast to elderly households, non-elderly households spent less of their food budgets at full-service restaurants and more on food at home in 2010 and 2016 than in 2005. This chart appears in “Food Spending of Middle-Income Households Hardest Hit by the Great Recession” from ERS’s Amber Waves magazine, September 2018.
Tuesday, June 19, 2018
The numbers of different types of food stores and changes in those numbers over time have implications for the economic well-being of communities for reasons related to employment opportunities, tax revenues, and business development. Between 2009 and 2014, the number of grocery stores in the United States grew by 4 percent to 65,975, and the number of convenience stores grew by 4 percent as well to 124,879. Supercenters and warehouse club stores saw their numbers jump by 18 percent to 5,307 stores in 2014, while specialized food stores (bakeries, seafood markets, dairy stores, etc.) saw a 6-percent decline in store numbers. Preference for one-stop shopping by some consumers may be influencing the increase in supercenters and warehouse club stores and the decline in specialized food stores. ERS’s Food Environment Atlas provides a spatial overview of a county’s food retailing landscape by mapping the number and density of these four store types. This chart is from “County-Level Data Show Changes in the Number and Concentration of Food Stores” in the May 2018 issue of ERS’ Amber Waves magazine.