ERS Charts of Note
Subscribe to our Charts of Note series, which highlights economic research and analysis on agriculture, food, the environment, and rural America. Each week, this series highlights charts of interest from current and past ERS research.
At the end of the year, users can look forward to our Editors’ Picks of the Best of Charts of Note.
Wednesday, September 25, 2024
In 2022, the USDA, Economic Research Service (ERS) Eating and Health Module captured for the first time nationally representative data about the prevalence and frequency of U.S. residents who report shopping for groceries online. This data, collected by the U.S. Department of Labor, Bureau of Labor Statistics’ American Time Use Survey, revealed that about 1 in 5 shoppers (19.3 percent) purchased groceries online at least once in the previous 30 days from the time of the survey. Notably, ERS researchers performed a regression analysis to look at differences in the likelihood of online grocery shopping within the past month among a wide variety of characteristics, including race/ethnicity, gender, education level, households with/without children, and eligibility for the Supplemental Nutrition Assistance Program (SNAP). The largest disparity among any of these characteristics was the difference in an individual’s education level—from 9 percent for those with less than a high school diploma/GED to 26 percent for those with more than a bachelor’s degree. In other words, compared with people with less than a high school diploma or GED, those with more than a bachelor’s degree were 17 percentage points more likely to buy groceries online. These data are calculated from the regression analysis in the ERS report Who Shops For Groceries Online?, published in September 2024.
Wednesday, August 14, 2024
On average, all adults aged 20 and over consume more added sugars than recommended, but those with some college education average lower-added sugar intake than those with less education, according to USDA, Economic Research Service (ERS) and University of Georgia researchers. The researchers examined sugar consumption based on density (teaspoons consumed per 1,000 calories) using the latest available national food consumption survey data collected in 2017–18. The Dietary Guidelines for Americans recommend added-sugar intake be limited to no more than 10 percent of caloric intake, which amounts to a density of 5.95 teaspoons for every 1,000 calories based on a 2,000 calorie daily intake. Among adults aged 20 and older, there were notable differences in added-sugar consumption by education achievement level. In 2017–18, foods consumed by adults who attended or graduated college contained 7.24 teaspoons of added sugar per 1,000 calories, compared with 8.37 for those with less than a high school degree and 8.52 teaspoons for high school graduates who did not attend college. For the overall population 2 years and older, added-sugar densities dropped from 8.51 in 2009–10 to 7.90 in 2017–18. Despite the decline in density of added sugars in U.S. consumers’ diets in this time frame, the average intake across all groups remained above recommendations. These data appear in the ERS report Dietary Quality by Food Source and Demographics in the United States, 1977–2018, published in March 2023.
Tuesday, August 6, 2024
The nutritional quality of foods obtained from restaurants and fast food versus food prepared at home differs, with implications for meeting dietary recommendations. Researchers from USDA, Economic Research Service (ERS) and the University of Georgia used the latest available national food consumption survey data, collected in 2017–18, to examine differences in diet patterns by food source based on density, which is the amount of food consumed per 1,000 calories. They compared average consumption densities with what would be needed to match the Dietary Guidelines for Americans recommendations, assuming a 2,000-calorie daily intake. Foods from restaurants and fast-food places were lower in several nutrients—including fiber, calcium, and iron—and higher in saturated fat and sodium than food prepared at home in terms of density. Foods from restaurant and fast food places were also less dense in fruits, dairy, whole grains, nuts, seeds, and soy products and more dense in refined grains. On the other hand, restaurant foods were lower in added sugars and richer in vegetables, meats, poultry, eggs, and seafood relative to food prepared at home. Qualitative differences between foods from restaurants and fast-food places and food at home remain important considerations for policies and strategies designed to improve diet and health. This chart appears in the ERS report Dietary Quality by Food Source and Demographics in the United States, 1977–2018, published March 2023.
Tuesday, May 21, 2024
The amount of vegetables available for consumption in the United States decreased 13 percent to 359.1 pounds per capita in 2022 from 413.9 pounds in 2003. The Dietary Guidelines for Americans Healthy Eating Patterns divide vegetables into five subgroups based on their nutrient content: pulses (dry beans, peas, lentils), dark green, other vegetables, red and orange (including tomatoes), and starchy (including potatoes). Each offers an array of important vitamins, minerals, and dietary fiber. Potatoes and tomatoes were further separated into individual subgroups because of their popularity. Potatoes, tomatoes, and the other vegetables subgroup accounted for the largest shares of the total during the 20-year period at more than 20 percent each. The combined share of starchy (excluding potatoes), tomatoes, other vegetables, and potatoes declined to 78 percent of the total in 2022 from nearly 84 percent in 2003. Across the last two decades, the combined share of pulses, red and orange (excluding tomatoes), and dark green vegetables available in the U.S. food supply increased to nearly 22 percent from 16 percent of the total. The availability of pulses increased the most during this period, led by a 243-percent jump in dry peas. However, pulses made up less than 3 percent of total vegetable availability in 2022. This chart uses data from USDA, Economic Research Service’s Food Availability (Per Capita) Data System, which provides annual estimates of the per capita availability for more than 200 food commodities consumed in the United States, updated in May 2024.
Monday, May 13, 2024
Since 2005, the Federal Dietary Guidelines for Americans have recommended that people eat at least half of their grain intake in the form of whole grains. The process of refining grains removes some portions that contain vitamins, minerals, and dietary fiber, while whole grains contain all parts of the grain kernel. Whole grains are measured in ounce equivalents, with one ounce equivalent representing roughly the same amount of grain as in a slice of bread or a half-cup of rice. The Federal recommendations based on a 2,000-calorie diet are 1.5 ounce equivalents of whole grains per 1,000 calories. In 1994–98, U.S. residents 2 years old and over averaged 0.4 ounce equivalents of whole grains per 1,000 calories, less than one-third the recommendation. Whole-grain intake remained essentially unchanged in 2017–18 at 0.43 ounce equivalents per 1,000 calories. From 1994 to 2018, food prepared at home was more whole-grain dense when compared with the broad category of food obtained from all outside sources (such as restaurants, fast food, and school). However, there were considerable differences between foods obtained at school and other sources of foods prepared away from home. These differences widened after 2012, when changes in the USDA nutrition standards for school meals and other foods sold at schools established whole-grain requirements. School foods include foods obtained from USDA school meals or other foods sold at school that are not brought from home, such as snacks. This chart appears in the Amber Waves article Children Were Only Age Group Improving Whole-Grain Intakes—School Foods Are a Key Factor, published in September 2023.
Monday, February 26, 2024
Recent nationally representative survey data from 2022 revealed that nearly 2 in 10 (19.3 percent) U.S. residents who regularly shopped for groceries did so online at least once in the last 30 days. However, the frequency of online shopping varied. At the time of the survey, among those who bought groceries online in the past month in 2022, 30.2 percent did so once, 25.1 percent made 2 online grocery purchases, and 44.7 percent purchased groceries online 3 or more times. Time constraints were the main reason people bought groceries online, while the main reason for not shopping online for groceries was that people like being able to see and touch products in person, according to the survey. USDA, Economic Research Service (ERS) has collected data through the ERS-developed Eating and Health Module of the U.S. Department of Labor Bureau of Labor Statistics’ American Time Use Survey (ATUS) in 2006–2008, 2014–2016, and 2022–2023. In 2022, the Eating and Health Module captured for the first time nationally representative data concerning the prevalence and frequency of U.S. residents who report shopping for groceries online. This chart appears in the Amber Waves article New Survey Data Show Online Grocery Shopping Prevalence and Frequency in the United States, published in February 2024.
Monday, December 11, 2023
As the world’s population increases, the global agriculture system will be expected to provide more food. To better understand how the world agriculture system may grow in response by 2050, researchers at USDA, Economic Research Service (ERS) created a range of scenarios based on population growth. Under medium population growth, production around the world would have to increase to 14,060 trillion crop calories to feed 9.75 billion people in 2050. This is a 47-percent increase in crop calories from a 2011 baseline. Crop calories, the total calories available from crops, are a measure of the size of global agriculture since crops can be either consumed directly as food or fed to animals to be consumed as meat, dairy products, and eggs. In a high population growth scenario, 15,410 trillion crop calories would be needed to feed 10.8 billion people, a 61-percent increase in calories from the 2011 baseline. With both the medium and high population growth scenarios, researchers assumed that as per capita incomes rise, people would increase their overall consumption of calories as well as consume a higher proportion of animal products, such as meat and dairy. ERS researchers compared these scenarios to a static diet scenario, in which per capita food consumption remained constant over time, providing a point of comparison to quantify the effect of income growth on food consumption. An expanded version of this chart appears in the ERS report Scenarios of Global Food Consumption: Implications for Agriculture, published in September 2023.
Tuesday, November 28, 2023
Throughout an average day in 2022, individuals aged 15 and older exhibit two distinct peak time blocks for primary eating and drinking—between 12 noon and 12:59 p.m. and from 6 to 6:59 p.m. About 3 in 10 individuals engaged in primary eating and drinking during each of these periods. While some people prefer to eat and drink while not doing anything else (primary eating and drinking), others opt for grazing while multitasking (secondary eating). Notably, between 9 a.m. and 9:59 p.m., at least 5 percent of U.S. residents participated in secondary eating each hour in 2022. The top five concurrent activities during secondary eating included watching television and movies, paid work, socializing with others, playing games, and food and drink preparation. Examining the eating patterns of the U.S. population is key to better understanding the determinants of dietary intake and diet-related health status. This data and chart come from the USDA, Economic Research Service’s Eating and Health Module (ATUS) data product, which is part of the nationally representative American Time Use Survey.
Monday, November 13, 2023
From 1990 through 2019, the calories available to consume per person increased 13 percent on average. The largest changes among the United States, Brazil, China, and India from 1990 to 2019 were in Brazil and China, with daily per capita food available for consumption increasing by 530 calories per person in Brazil and 840 calories in China (20 and 34 percent respectively). China was below the world average food consumption per person in 1990 but above the world average in 2019. The amount of different food types consumed in an individual country depends on income and culture, especially for animal products. Per capita consumption of animal products grew rapidly in Brazil and China but was still below the U.S. level in 2019. Per capita calorie consumption in India was lower than the world average in both 1990 and 2019. This chart appears in the USDA, Economic Research Service report Scenarios of Global Food Consumption: Implications for Agriculture published in September 2023.
Wednesday, November 8, 2023
On an average day in 2022, individuals 15 and older spent 68.5 minutes engaged in eating and drinking as a “primary,” or main, activity. USDA, Economic Research Service (ERS) sponsors and maintains data on time spent eating and drinking for the Eating and Health Module, a supplement to the U.S. Department of Labor, Bureau of Labor Statistics’ American Time Use Survey (ATUS). Information about the time and location U.S. residents spend eating and drinking can offer valuable insights into how nutrition and health outcomes vary over time and can inform the design of food assistance and nutrition policies and programs. ERS researchers found that respondents devoted an extra 16.4 minutes to eating as a secondary activity, which means eating while doing something else, such as watching television, working, socializing, playing games, or preparing meals. In 2022, the top two places for primary eating and drinking and secondary eating were “own home or yard” and “workplace.” Overall, individuals in the United States aged 15 and older allocated 85 minutes to both primary eating and drinking and secondary eating on an average day in 2022. This is a modest increase of about 4 minutes compared with the survey data from 2016. This data and chart come from the ERS Eating and Health Module (ATUS) data product, which is part of the nationally representative ATUS.
Wednesday, September 20, 2023
Apples are a fall staple, showing up in lunch boxes, pies, cobblers, crisps, and cider. In 2021, 45.9 pounds of apples per person were available for domestic consumption, according to USDA, Economic Research Service’s (ERS) Food Availability data product. Fifty-two percent of the available apples for U.S. domestic use (23.7 pounds per person) was in the form of juice or cider, or about 2 gallons per person. Fresh apples accounted for 34 percent (15.8 pounds per person). Canned, frozen, dried, and other forms made up the remaining 14 percent of apple availability in 2021. Over the last 10 years, per-person apple availability reached a high of 49.2 pounds per person in 2016. Much of the decrease since 2016 was because of declining availability of fresh apples. In 2016, fresh apple availability was 19.3 pounds per person. This chart uses data from ERS’ Food Availability (Per Capita) Data System (FADS), updated in April 2023.
Wednesday, September 13, 2023
In the period covering January 2017 to March 2020, just under 3 in 10 adults, or 29 percent, reported the healthfulness of their diets was “very good” or “excellent.” That is 3.5 percentage points lower than the corresponding share reported in 2005–06. These data can be found in the latest publicly available wave of the Flexible Consumer Behavior Survey (FCBS), which collects information on U.S. consumers’ knowledge, attitudes, and beliefs about nutrition and food choices. For context, 41 percent of adults surveyed in the 1989–1991 Continuing Survey of Food Intakes of Individuals rated the healthfulness of their diets as “very good” or excellent, suggesting a continuing downward trend in the health quality individuals ascribe to their diets. In the 2017–March 2020 survey, adults age 20 and over were asked to assess their diet quality by responding to the question: “In general, how healthy is your overall diet?” They could choose “poor,” “fair,” “good,” “very good,” or “excellent.” Since 2007, USDA, Economic Research Service (ERS) has sponsored the FCBS by providing partial funding for data collection and survey administration. FCBS is a module of the National Health and Nutrition Examination Survey (NHANES) and its data reflect national trends about changing dietary behaviors of U.S. consumers. This chart appears on ERS’ Flexible Consumer Behavior Survey topic page, updated in June 2023.
Monday, August 28, 2023
Adult obesity rates varied widely among Census regions of the United States before the Coronavirus (COVID-19) pandemic. During the pandemic, regional obesity rates grew further apart. From 2019 to March 2020, adult obesity rates ranged from a low of 36.7 percent in the West to the highest rate at 43.1 percent in the South, a 6.4-percentage point difference. The regional differences expanded to 7.2 percentage points during the first year of the pandemic, from a low of 37.4 percent in the Northeast to a high of 44.6 percent in the Midwest. The only region that experienced a decline in obesity rates during the first year of the pandemic was the Northeast. The West had the lowest adult obesity rate before the pandemic but experienced the largest increase of any region during the first year of the pandemic, a 2.8-percentage point increase. The obesity rate increase in the West was nearly twice the increase in the South, which had the highest regional obesity rate before the pandemic. The Midwest had the second-highest rate before the pandemic but increased nearly twice as much as the South, emerging as the region with the highest obesity rate during the first year of the pandemic, ending in March 2021. This chart appears in the USDA, Economic Research Service COVID-19 Working Paper: Obesity Prevalence Among U.S. Adult Subpopulations During the First Year of the COVID-19 Pandemic.
Wednesday, August 16, 2023
In early 2020, shortly after the Coronavirus (COVID-19) pandemic was declared in the United States, obesity was identified as a risk factor for medical complications and death from the virus. Broad efforts to contain COVID-19 included travel, work, and social restrictions. Such behavioral adjustments disrupted the dietary and activity patterns of U.S. adults. Data from Behavioral Risk Factor Surveillance System (BRFSS) indicate the percentage of adults with obesity was 40.7 percent in early 2020. One year later, this rate grew by 1.8 percentage points to 42.5 percent. There was not an immediate, substantial increase when the pandemic began. Rather, the obesity rate was statistically indistinguishable from the prepandemic prevalence during the first 3 months of the pandemic (March–May 2020) at 40.8 percent. The next three time periods saw statistically significant increases relative to the baseline prepandemic period. Obesity prevalence increased 1.5 percentage points to 42.2 percent in the June–August 2020 period compared with the prepandemic prevalence. Obesity prevalence slightly increased again to 42.5 percent in September–November 2020 and remained at this level through March 2021. The total obesity rate increase from March 2020 to March 2021 was more than triple the average yearly growth rate of 0.5 percentage points in the preceding decade, 2011–2019. This chart appears in the USDA, Economic Research Service COVID-19 Working Paper: Obesity Prevalence Among U.S. Adult Subpopulations During the First Year of the COVID-19 Pandemic.
Thursday, July 20, 2023
Nearly 4 out of 5 adults aged 20 and older reported they regularly used the Nutrition Facts panel when deciding to buy a food product during the most recent wave of the Flexible Consumer Behavior Survey (FCBS), from 2017 to March 2020. That is 79 percent, which is much higher than the 62 percent of adults who reported regular use of the Nutrition Facts panel in 2005–06. Regular use includes using the panel “sometimes,” “most of the time,” or “always” in food purchasing decisions. The Nutrition Facts panel on packaged foods lists the amount of calories, fat, fiber, carbohydrates, and some other nutritional information—all of which helps consumers compare products and make healthier food choices. Standardized nutrition information became accessible to U.S. consumers on almost all packaged foods sold in grocery stores, supermarkets, superstores, and other retail stores following the Nutrition Labeling and Education Act of 1990. Since 2007, USDA, Economic Research Service (ERS) has sponsored the FCBS by providing partial funding for data collection and survey administration. FCBS is a module of the National Health and Nutrition Examination Survey (NHANES), which collects information on U.S. consumers’ knowledge, attitudes, and beliefs about nutrition and food choices. This chart appears on ERS’ Flexible Consumer Behavior Survey topic page, updated in June 2023.
Monday, July 10, 2023
U.S. households shifted away from buying foods at restaurants and other food service venues to food-at-home (FAH) outlets such as grocery stores and other retail establishments in 2020. The largest FAH shifts came from a category designated by USDA, Economic Research Service (ERS) as “all other FAH,” which includes prepared meals and salads, desserts, and foods not elsewhere classified such as soups, savory snacks, candy, sweeteners, margarine, and butter. “All other FAH” was by far the largest FAH category before 2020, and its share of the household food budget increased by 2.6 percentage points in 2020 compared with the period from 2016 to 2019. However, this increase was unevenly distributed across racial and ethnic populations and among subcategories within “all other FAH.” All U.S. racial and ethnic subpopulations except Hispanic households increased their total food budget share for “all other FAH” during this period. Black households increased their budget shares for “all other FAH” the most, followed by Asian households. The increase by Asian households on “all other FAH” was driven by a 1.6-percentage-point rise in prepared meals and salads and a 1.8-percentage-point increase in other, not elsewhere classified foods, such as snacks. In contrast, Black households had a larger increase in other, not elsewhere classified foods (2.0 percentage points) and desserts (1.4 percentage points). This chart appears in the ERS Amber Waves article, New Analysis Approach Illuminates Differences in Food Spending Across U.S. Populations, published in May 2023.
Wednesday, July 5, 2023
In 2022, the total supply of fresh citrus fruits available for consumption in the United States was nearly 8.4 pounds per person after adjusting for spoilage, plate waste, and other losses. From 1970 to 2022, loss-adjusted per person availability of oranges and grapefruit fell by nearly 51 and 87 percent, respectively. Meanwhile, availability of other citrus fruits grew: Lemons doubled, while limes increased by nearly 24 times. Year-to-year changes in availability of citrus fruits reflect swings in production caused by weather events, citrus diseases, changes in import or export volumes, and other factors. Longer trends, however, are usually driven by changes in consumer demand. For example, skipping breakfast—or making it a “grab-and-go” meal—is likely to reduce demand for fresh oranges and grapefruit. Grapefruit takes more effort to eat, especially when compared with easy-to-peel citrus fruits such as tangerines, which are sweeter and smaller. This chart uses loss-adjusted data from USDA, Economic Research Service’s Food Availability (Per Capita) Data System (FADS), April 2023.
Monday, June 5, 2023
In 2018, food products labeled “natural” accounted for slightly more than 16 percent of all consumer retail food purchases. USDA and the U.S. Food and Drug Administration require producers to adhere to specific standards or processes to use certain label claims, such as USDA Organic. The “natural” claim, however, has minimal requirements and using the claim on a food product’s packaging does not require that the product provide any health or environmental benefits. Regulatory agencies treat the claim as meaning nothing artificial was added and the product was minimally processed. Even so, consumers sometimes attribute benefits to products labeled “natural,” research studies show. The share of products labeled “natural” varies by food category. The share of spending on “natural” products in 2018 was highest for dairy products (27.7 percent) and lowest for fruits (5.9 percent) and vegetables (5.4 percent). The data in this chart appear in the USDA, Economic Research Service report The Prevalence of the “Natural” Claim on Food Product Packaging, published in May 2023.
Tuesday, May 23, 2023
U.S. consumers’ eating patterns differ from Federal recommendations for many food categories, and where food is obtained plays a role. Researchers from USDA, Economic Research Service (ERS) and the University of Georgia examined diet patterns based on density—amounts of food consumed per 1,000 calories—using the latest available national food consumption survey data collected in 2017–18. They compared average consumption densities of 17 food categories with what would be needed to match the Dietary Guidelines for Americans recommendations, assuming a 2,000-calorie intake. Average total consumption densities for 11 food categories fell more than 20 percent outside of recommended levels, with whole grains more than 70 percent below the recommended amount. Refined grains, on the other hand, had a consumption density of more than 85 percent above the recommended level. Densities of 6 food categories were within 20 percent of the recommended range. Generally, food purchased at grocery stores, supermarkets, and similar retailers for home preparation had consumption densities more in line with dietary recommendations than food obtained from commercial away-from-home sources (primarily restaurants and fast food establishments). This chart is drawn from the ERS report Dietary Quality by Food Source and Demographics in the United States, 1977–2018, published March 2023.
Wednesday, May 10, 2023
Apples held the top spot for total fruit available for consumption in 2021 at more than 26 pounds per person after adjusting for losses. The USDA, Economic Research Service’s (ERS) loss-adjusted food availability data adjusts food availability data for food spoilage, plate waste, and other losses to more closely approximate actual consumption. According to recently released estimates, people in the United States consumed an average of 14.7 pounds (equivalent to 1.7 gallons) of apple juice, roughly 9 pounds of fresh apples, and a total of 3.1 pounds of canned, dried, and frozen apples in 2021. Among the top seven consumed fruits in 2021, apples were the only fruit in which data were available for all five forms: fresh, canned, frozen, dried, and juice. Pineapples were the only other canned option among these seven fruits for which data were available, while strawberries were the only other frozen fruit. Bananas (13.2 pounds per person) topped the list of most popular fresh fruits, while orange juice (16.6 pounds or 1.9 gallons) was the most popular fruit juice in the United States. This chart is drawn from ERS’s Ag and Food Statistics: Charting the Essentials, updated May 2023.