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    Reliability of U.S. Economic Data Is in Jeopardy, Study Finds

    A report says new approaches and increased spending are needed to ensure that government statistics remain dependable and free of political influence.Federal Reserve officials use government data to help determine when to raise or lower interest rates. Congress and the White House use it to decide when to extend jobless benefits or send out stimulus payments. Investors place billions of dollars worth of bets that are tied to monthly reports on job growth, inflation and retail sales.But a new study says the integrity of that data is in increasing jeopardy.The report, issued on Tuesday by the American Statistical Association, concludes that government statistics are reliable right now. But that could soon change, the study warns, citing factors including shrinking budgets, falling survey response rates and the potential for political interference.The authors — statisticians from George Mason University, the Urban Institute and other institutions — likened the statistical system to physical infrastructure like highways and bridges: vital, but often ignored until something goes wrong.“We do identify this sort of downward spiral as a threat, and that’s what we’re trying to counter,” said Nancy Potok, who served as chief statistician of the United States from 2017 to 2019 and was one of the report’s authors. “We’re not there yet, but if we don’t do something, that threat could become a reality, and in the not-too-distant future.”The report, “The Nation’s Data at Risk,” highlights the threats facing statistics produced across the federal government, including data on education, health, crime and demographic trends.But the risks to economic data are particularly notable because of the attention it receives from policymakers and investors. Most of that data is based on surveys of households or businesses. And response rates to government surveys have plummeted in recent years, as they have for private polls. The response rate to the Current Population Survey — the monthly survey of about 60,000 households that is the basis for the unemployment rate and other labor force statistics — has fallen to about 70 percent in recent months, from nearly 90 percent a decade ago.

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    Current Population Survey response rate
    Source: Bureau of Labor StatisticsBy The New York TimesWe are having trouble retrieving the article content.Please enable JavaScript in your browser settings.Thank you for your patience while we verify access. If you are in Reader mode please exit and log into your Times account, or subscribe for all of The Times.Thank you for your patience while we verify access.Already a subscriber? Log in.Want all of The Times? Subscribe. More

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    U.S. Government Shutdown Could Delay Key Economic Data

    A lapse in funding would delay data on unemployment and inflation as policymakers try to avoid a recession.A federal government shutdown would cut off access to key data on unemployment, inflation and spending just as policymakers are trying to guide the economy to a “soft landing” and avoid a recession.Federal statistical agencies, including the Bureau of Labor Statistics, the Census Bureau and the Bureau of Economic Analysis, will suspend operations unless Congress reaches a deal before Sunday to fund the government. Even a short shutdown would probably delay high-profile data releases — including the monthly jobs report, scheduled for Oct. 6, and the Consumer Price Index, scheduled for Oct. 12.This isn’t the first time government shutdowns have threatened economic data. The 16-day lapse in funding in 2013 delayed dozens of releases, including the September employment report. A longer but less extensive shutdown in 2018 and 2019 spared the Bureau of Labor Statistics but held up reports from the Commerce Department, including data on gross domestic product.But this shutdown, if it occurs, comes at a particularly sensitive time for the economy. Policymakers at the Federal Reserve have been trying to tame inflation without causing a recession — a balancing act that requires central bankers to fine tune their strategy based on how the economy responds.“Monetary policy, even in normal times, is a complicated undertaking — we are not in a normal time now,” said David Wilcox, a longtime Fed staff member who is now an economist at the Peterson Institute for International Economics and Bloomberg Economics. “It’s not a good strategy to take a task that is so difficult and make it harder by restricting the information flow to monetary policymakers at this delicate moment.”A short shutdown, similar to the one a decade ago, would delay data releases but probably wouldn’t do much longer-term damage. Data for the September jobs report, for example, has already been collected; it would take government statisticians only a few days to finish the report and release it after the government reopened. In that situation, most major statistics would probably be updated by the time the Fed next meets on Oct. 31 and Nov. 1.But the longer a shutdown goes on, the more lasting the potential damage. Labor force statistics, for example, are based on a survey conducted in the middle of each month — if the government doesn’t reopen in time to conduct the October survey on schedule, the resulting data could be less accurate, as respondents struggle to recall what they were doing weeks earlier. Other data, such as information on consumer prices, could be all but impossible to recover after the fact.“If we miss two months of collecting data, we’re never getting that back,” said Betsey Stevenson, a University of Michigan economist who was a member of President Barack Obama’s Council of Economic Advisers during the 2013 shutdown. “This thing gets more and more and more problematic as the duration goes on.”A longer shutdown would also increase the risk that policymakers misread the economy and make a mistake — perhaps by failing to detect a reacceleration in inflation, or by missing signs that the economy is slipping into a recession.“The thought of the Fed trying to make such an important, critical decision without big pieces of information is just downright terrifying,” said Ben Harris, who was a top official at the Treasury Department until early this year and is now at the Brookings Institution. “It’s like a pilot trying to land a plane without knowing what the runway looks like.”Policymakers wouldn’t be flying completely blind. The Fed, which operates independently and would not be affected by the shutdown, would continue to publish its own data on industrial production, consumer credit and other subjects. And private-sector data providers have expanded significantly in both breadth and quality in recent years, offering alternative sources of information on job openings, employment, wages and consumer spending.“The Fed has always done what it can to gather information from other sources, but now there are more of those sources it can turn to,” said Erica Groshen, a Cornell University economist who served as commissioner of the Bureau of Labor Statistics during the 2013 shutdown. “That will make the very data-dependent parts of the policy world and the business community a little less bereft of timely data.”Still, Ms. Groshen said, private data cannot match the breadth, transparency and reliability of official statistics. She recalled that in 2013, Fed officials contacted her department to see if the central bank could provide funding to get the jobs report out on time — a proposal that administration officials ultimately concluded would be illegal.Policymakers aren’t the only ones who will be affected by the lack of data. Trucking companies base fuel surcharges on diesel prices published by the Energy Information Administration. Inventory and sales data from the Census Bureau can influence businesses’ decisions on when to place orders. And the Social Security Administration can’t settle on the annual cost-of-living increase in benefits without October consumer price data. More

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    Poverty Rate Soared in 2022 as Aid Ended and Prices Rose

    The increase in poverty reversed two years of large declines. Median income, adjusted for inflation, fell 2.3 percent to $74,580.Poverty increased sharply last year in the United States, particularly among children, as living costs rose and federal programs that provided aid to families during the pandemic were allowed to expire.The poverty rate rose to 12.4 percent in 2022 from 7.8 percent in 2021, the largest one-year jump on record, the Census Bureau said Tuesday. Poverty among children more than doubled, to 12.4 percent, from a record low of 5.2 percent the year before. Those figures are according to the Supplemental Poverty Measure, which factors in the impact of government assistance and geographical differences in the cost of living.The increases followed two years of historically large declines in poverty, driven primarily by safety net programs that were created or expanded during the pandemic. Those included a series of direct payments to households in 2020 and 2021, enhanced unemployment and nutrition benefits, increased rental assistance and an expanded child tax credit, which briefly provided a guaranteed income to families with children.Nearly all of those programs had expired by last year, however, leaving many families struggling to stay ahead of rising prices despite a strong job market and improving economy. Overall poverty now looks much the way it did in 2019, with the notable difference that financial hardship has declined among Black households, reflecting higher incomes in recent years.The Share of Children in Poverty More Than DoubledThe poverty rate for those under 18 rose to 12.4 percent last year.

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    Share of each age group living in poverty
    Note: Data are the supplemental poverty rates, which adjust for geographic differences. The rates also include wage income, taxes and the fullest account of government aid.Source: Census BureauBy Karl RussellOne pandemic program that did not expire was a temporary freeze in Medicaid terminations, a move that allowed the program to cover more Americans than ever. Because of that program, the share of Americans without health insurance matched a record low last year of 7.9 percent. But states are unwinding that temporary coverage, and the uninsured rate has probably increased in recent months.The increasing cost of living added to the challenge last year. The poverty threshold, which is based on the cost of essential items like food and housing, rose sharply: A family of four living in a rental home was considered poor under the supplemental measure if the family’s income was less than $34,518 in 2022, up from $31,453 in 2021.Higher prices didn’t just hit the poor. Median household income, adjusted for inflation, fell 2.3 percent in 2022, to $74,580, as the fastest inflation since 1981 overwhelmed the impact of increased employment and rising wages.“People are working hard,” said Margaret O’Conor, who runs Common Pantry, a small food bank in Chicago. “They’re just not making ends meet, the cost of living is too much.” Rent in particular has soaked up a lot of people’s extra earnings.Common Pantry, like many food banks, had demand explode during the pandemic and then recede in 2021, when people received stimulus checks, enhanced unemployment benefits and the child tax credit, among other assistance. Then, as those programs lapsed, demand began to climb again.“2022 just threw us,” Ms. O’Conor said. “We were not expecting it. I don’t think any food pantry was really expecting it.”The White House, in a blog post previewing the report, argued that more recent data “tell a more optimistic story.” Inflation has cooled in recent months, while the job market has remained strong and wages continue to rise.The hot job market has had clear benefits for those able to take advantage of it. Many workers, especially in low-paying industries like hospitality and retail, experienced significant wage gains in 2022. Supersized unemployment benefits and other cash payments allowed workers to hold out for higher-paying jobs. Income for the poorest 20 percent of households — excluding tax credits and some other government benefits — rose 4.3 percent last year, adjusted for inflation. Income gains also outpaced inflation for the least educated workers.Those effects were more pronounced for women. The share of working women who were employed full time for the whole year reached 65.6 percent, the highest level on record — which also allowed real earnings to fall less for women than they did for men.The story was not as rosy for Americans over 65, for whom the poverty rate rose to 14.1 percent, despite an 8.7 percent cost-of-living increase in Social Security payments. Labor force participation among older people remains depressed, as many lost jobs and have had a difficult time re-entering the workplace.“People became more isolated, experienced significantly more health problems,” said Jess Maurer, the executive director of the Maine Council on Aging. “Older people had a harder time coming out of the pandemic, coming back into the community.”Inequality, as measured by the gap in pretax income between the richest and poorest 10 percent of households, narrowed, as most of the decrease in median incomes came from those at the middle and top of the wage distribution. Racial gaps also shrank, as white households lost ground to inflation, while inflation-adjusted income was little changed for other racial and ethnic groups.The “official” poverty rate — an older measure that is widely considered outdated because it excludes many of the government’s most important anti-poverty programs, among other shortcomings — was nearly flat last year, at 11.5 percent, reflecting the offsetting forces of higher prices and increased earnings of low-wage workers. By that measure, the poverty rate for Black Americans was 17.1 percent, the lowest rate on record.U.S. Poverty Increased Last YearThe supplemental poverty rate — which accounts for the impact of government programs — increased to to 12.4 percent last year, surpassing the official poverty rate, which was 11.5 percent.

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    Share of the population living in poverty
    Note: The supplemental rate adjusts for geographic differences. It also includes wage income, taxes and the fullest account of government aid.Source: Census BureauBy Karl Russell“There has really been this resurgence in terms of the labor market fortunes of Black workers, particularly Black male workers,” said Michelle Holder, an economist at John Jay College in New York. “The most important element for people in my community is can we get a job, and if we can get a job, can we keep a job? And right now, both things look pretty darn good.”But those unable to work, or unable to work full-time, faced a one-two punch of higher costs and lost benefits in 2022 — problems that have continued this year. Increased federal nutrition benefits, one of the last vestiges of pandemic aid efforts, expired last spring. Factoring in the loss of benefits, real income fell for the poorest households in 2022, and inequality rose.“Tight labor markets are incredibly powerful, they’re really important, but they’re not sufficient,” said Elisabeth Jacobs, a senior fellow at the Urban Institute.When a high-risk pregnancy forced Amber Summers to leave her job in rural Southern Illinois in 2021, the expanded child tax credit provided a lifeline. The $250 monthly payments helped cover her mortgage and allowed her son, now 9, to play Little League Baseball for the first time.“It was financial stability and stress relief for our family,” she said.But when the payments lapsed at the end of 2021, the family’s finances quickly unraveled — especially after Ms. Summers’s husband, Tim, contracted Covid and lost his job as a cook. And while both of them have since returned to work, neither is receiving full-time hours, and they are falling further behind on their bills. Opportunities for better-paying jobs are limited in their area.“The child tax credit helped pull our family out of poverty for such a short period of time,” Ms. Summers, 32, said.Congress passed the expanded child tax credit as part of the American Rescue Plan, President Biden’s pandemic-relief package, in early 2021. But while other Covid-era relief programs were always intended to expire once the emergency passed, supporters hoped to make the expanded child credit permanent.That didn’t happen. Faced with united opposition from congressional Republicans as well as some conservative Democrats, Mr. Biden dropped his effort to extend the program at the end of 2021; a renewed push failed again last year. The rise in poverty in 2022, social policy experts said, was the inevitable result of that decision.“Today’s Census report shows the dire consequences of congressional Republicans’ refusal to extend the enhanced Child Tax Credit, even as they advance costly corporate tax cuts,” Mr. Biden said in a statement.Correspondingly, the highest increases in poverty were in the South, where research has shown the child tax credit had the greatest effect, and among Alaska Natives and American Indians, for whom the poverty rate rebounded to 23.2 percent.Critics of the child tax credit and other pandemic aid have argued that the rapid rebound in poverty after the programs’ expiration is evidence that the progress made against poverty in recent years was, in effect, artificial. Michael Strain, an economist at the conservative American Enterprise Institute, argued that programs that offer incentives to work — such as the earned-income tax credit and the standard child tax credit — have led to more sustainable gains.“Yes, this alleviated child poverty, but it didn’t really do a whole lot to encourage self-sufficiency,” he said.Progressives take a different lesson: Government programs succeeded in lifting millions of people out of poverty. An analysis by researchers at Columbia University on Tuesday found that child poverty would have been nearly 50 percent lower in 2022 if the expanded tax credit had remained in place. The programs might also have had longer-run benefits, they argue, but ended before those effects could be seen.“The last few years just illustrated in an incredible way the power of effective government intervention,” said Arloc Sherman, a vice president at the Center on Budget and Policy Priorities, a progressive research organization. “The last couple years, through a plunge in poverty and what is now a record single-year increase in poverty in 2022, have shown that poverty is very much a policy choice.”Margot Sanger-Katz More

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    Pandemic Aid Cut U.S. Poverty to New Low in 2021, Census Bureau Reports

    A measure that accounts for all federal subsidies also showed a reduction of almost half in the number of children below the poverty level.A second year of emergency pandemic aid from the federal government drove poverty to the lowest level on record in 2021 and cut the number of poor children by nearly half, the Census Bureau reported on Tuesday.The poverty rate fell to 7.8 percent, down from 9.2 percent the previous year, according to the Supplemental Poverty Measure, a yardstick that includes wages, taxes and the fullest account of government aid. In addition, the share of children in poverty sank to another record low of 5.2 percent, down 4.5 percentage points from 2020, a sharp acceleration of a long-term trend. In large part, those changes reflect the trillions of stimulus dollars approved by Congress, culminating in the Democrats’ American Rescue Plan of March 2021, especially the expanded child tax credit, which temporarily provided an income guarantee to families with children.Real median household income reached $70,800, not significantly different from 2020, as increases in full-time employment were offset by rising inflation and decreases in unemployment insurance, which had been supplemented above normal levels through the summer of 2021. The “official” poverty rate, generally considered outdated because it omits hundreds of billions spent on programs like tax credits and housing assistance, also did not change significantly from the previous year.How Poverty Has DecreasedThe official poverty rate was 11.6 percent last year, but the supplemental rate — which accounts for the impact of government programs — fell to 7.8 percent.

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    Share of the population living in poverty
    The supplemental rate adjusts for geographic differences. It also includes wage income, taxes and the fullest account of government aid.Sources: Census Bureau; Columbia UniversityKarl RussellThis data covers a year that was profoundly influenced by a set of emergency programs that have largely expired. Since then, many families have again found themselves under financial strain.Progressives see the reduction in poverty — even if temporary — as evidence that the federal government has the power to give people a better standard of living and that it should continue to do so in the future.“Man, I’m just grinning ear to ear,” said Luke Shaefer, who runs a center on poverty at the University of Michigan and sees the expanded child tax credit as a blueprint for a permanent program. “Americans wonder if the government can shape successful policies that address poverty. This offers incontrovertible evidence that it can.”Inflation F.A.Q.Card 1 of 5What is inflation? More

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    Poverty in U.S. Declined Thanks to Government Aid, Census Report Shows

    When government benefits are taken into account, a smaller share of the population was living in poverty in 2020 even as the pandemic eliminated millions of jobs.The share of people living in poverty in the United States fell to a record low last year as an enormous government relief effort helped offset the worst economic contraction since the Great Depression.In the latest and most conclusive evidence that poverty fell because of the aid, the Census Bureau reported on Tuesday that 9.1 percent of Americans were living below the poverty line last year, down from 11.8 percent in 2019. That figure — the lowest since records began in 1967, according to calculations from researchers at Columbia University — is based on a measure that accounts for the impact of government programs. The official measure of poverty, which leaves out some major aid programs, rose to 11.4 percent of the population.The new data will almost surely feed into a debate in Washington about efforts by President Biden and congressional leaders to enact a more lasting expansion of the safety net that would extend well beyond the pandemic. Democrats’ $3.5 trillion plan, which is still taking shape, could include paid family and medical leave, government-supported child care and a permanent expansion of the Child Tax Credit.Liberals cited the success of relief programs, which were also highlighted in an Agriculture Department report last week that showed that hunger did not rise in 2020, to argue that such policies ought to be expanded. But conservatives argue that higher federal spending is not needed and would increase the federal debt while discouraging people from working.The fact that poverty did not rise more during an enormous economic disruption reflects the equally enormous response. Congress expanded unemployment benefits and food aid, doled out hundreds of billions of dollars to small businesses and sent direct checks to most Americans. The Census Bureau estimated that the direct checks alone lifted 11.7 million people out of poverty last year; unemployment benefits and nutrition assistance prevented an additional 10.3 million people from falling into poverty, according to an analysis of the data by The New York Times.“It all points toward the historic income support that was delivered in response to the pandemic and how successful it was at blunting what could have been a historic rise in poverty,” said Christopher Wimer, a co-director of the Center on Poverty and Social Policy at the Columbia University School of Social Work. “I imagine the momentum from 2020 will continue into 2021.”Poverty rose much more after the previous recession, peaking at 16.1 percent in 2011, by the measure that takes fuller account of government assistance, and improving only slowly after that. Many economists have argued that the federal government did not do enough back then and pulled back aid too quickly.Despite the more aggressive response this time, however, median household income last year fell 2.9 percent, adjusted for inflation, to about $68,000. That figure includes unemployment benefits but not stimulus checks or noncash benefits such as food stamps. The decline reflects the pandemic’s toll on jobs: About 13.7 million fewer people worked full time year-round compared with 2019. More

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    Stimulus Checks Substantially Reduced Hardship, Study Shows

    Researchers found that sharp declines in food shortages, financial instability and anxiety coincided with the two most recent rounds of payments.WASHINGTON — Julesa Webb resumed an old habit: serving her children three meals a day. Corrine Young paid the water bill and stopped bathing at her neighbor’s apartment. Chenetta Ray cried, thanked Jesus and rushed to spend the money on a medical test to treat her cancer.In offering most Americans two more rounds of stimulus checks in the past six months, totaling $2,000 a person, the federal government effectively conducted a huge experiment in safety net policy. Supporters said a quick, broad outpouring of cash would ease the economic hardships caused by the coronavirus pandemic. Skeptics called the policy wasteful and expensive.The aid followed an earlier round of stimulus checks, sent a year ago, and the results are being scrutinized for lessons on how to help the needy in less extraordinary times.A new analysis of Census Bureau surveys argues that the two latest rounds of aid significantly improved Americans’ ability to buy food and pay household bills and reduced anxiety and depression, with the largest benefits going to the poorest households and those with children. The analysis offers the fullest look at hardship reduction under the stimulus aid.Among households with children, reports of food shortages fell 42 percent from January through April. A broader gauge of financial instability fell 43 percent. Among all households, frequent anxiety and depression fell by more than 20 percent.While the economic rebound and other forms of aid no doubt also helped, the largest declines in measures of hardship coincided with the $600 checks that reached most people in January and the $1,400 checks mostly distributed in April.“We see an immediate decline among multiple lines of hardship concentrated among the most disadvantaged families,” said H. Luke Shaefer, a professor at the University of Michigan who co-authored the study with a colleague, Patrick Cooney.Given the scale of the stimulus aid — a total of $585 billion — a reduction in hardship may seem like a given, and there is no clear way to measure whether the benefits were worth the costs.The study does not address the critics’ main complaints, that the spending swelled the deficit, that much of the money went to economically stable families who did not really need it and that the checks were part of a pattern of aid over the last year that left some people with less incentive to find jobs. Some analysts say hardship would have fallen anyway as a result of job growth and other safety net programs.Still, the aggressive use of stimulus checks coincides with growing interest in broad cash payments as a tool in social policy, and the evidence that they can have an immediate effect on the economic strains afflicting many households could influence that debate.Starting in July, the government will mail up to $300 a month per child to all but the most affluent families in a yearlong expansion of the child tax credit that Democrats want to make permanent.Ms. Ray had to contribute $600 to the cost of a CT scan for her cancer diagnosis. The stimulus check in April allowed her to afford it.Callaghan O’Hare for The New York TimesWhile the ability of cash payments to reduce hardship might seem obvious, Mr. Shaefer pointed out that critics of such aid often warn that the needy might waste it. He argued that the size, speed and variety of the hardship reductions vindicated the use of broad cash relief. While other forms of pandemic aid have been better targeted, some have taken many months to distribute and can be used only for dedicated purposes like food or housing.“Cash aid offers families great flexibility to address their most pressing problems, and getting it out quickly is something the government knows how to do,” Mr. Shaefer said. Extrapolating from the survey data, he concluded that 5.2 million children had escaped food insufficiency since the start of the year, a figure he called dramatic.The experience of Ms. Ray, a warehouse worker at a recycling company in Houston, captures the hardships that the pandemic imposed and the varied ways that struggling families have used stimulus checks to address them. Earning $13 an hour, Ms. Ray had an unforgiving budget even before business closures reduced trash collection and cut her hours by a third.Her car insurance lapsed. Her lights were shut off. She skipped meals, even with food pantry aid, and re-wore dirty work clothes to save on laundromat costs. When her daughter discovered that they owed thousands in rent, she offered to quit high school and work, which Ms. Ray forbid. A stimulus payment in January — $1,200 for the two of them — let her pay small parts of multiple bills and restock the freezer.“It bridged a gap,” Ms. Ray said, while she waited for slower forms of assistance, like rental aid.Then she got cancer. To confirm the diagnosis and guide her treatment, she had to contribute $600 to the cost of a CT scan, which she did with the help of a payment in April totaling $2,800.In addition to providing for the test, Ms. Ray said, the checks brought hope. “I really got down and depressed,” she said. “Part of the benefit of the stimulus to me was God saying, ‘I got you.’ Spiritual and emotional reassurance. It took a lot of stress off me.”Scott Winship, who studies poverty at the American Enterprise Institute, questioned the reliability of the census data used in the University of Michigan study, noting that fewer than one in 10 of the households the government contacts answer the biweekly surveys.He also argued that hardship would have fallen anyway, since the last round of stimulus checks coincided with tax season, which sends large sums to low-wage workers through tax credits. Between the earned-income tax credit and the child tax credit, a single parent with two children can receive up to nearly $8,500 a year.Researchers at Columbia University estimate that poverty fell sharply in March, but Zachary Parolin, a member of the Columbia team, said that about half the decline would have occurred without the pandemic relief, primarily because of the tax credits.Noting that the stimulus checks allocated as much to households with incomes above $100,000 as they did to those below $30,000, Mr. Winship called them inefficient and a poor model for future policy. “It’s not sustainable to just give people enough cash to eliminate poverty,” he said. “And in the long run it can have negative consequences by reducing the incentives to work and marry.”Analysts have long debated the merits of cash versus targeted assistance like food stamps or housing subsidies. Cash is easy to send and flexible to use. But targeted benefits offer more assurance that the aid is used as intended, and they attract political support from related businesses like grocers and landlords.Throughout the pandemic, policymakers have employed both approaches. The first round of stimulus checks, $1200 per adult and $500 per child last year, started before the Census Bureau surveys began, so it is harder to gauge its effect.With full eligibility extending to families with incomes of up to $150,000, the stimulus checks could reach nearly 300 million Americans. While that greatly increased the cost, Mr. Shaefer said it reduced the resentment that could accompany aid to the chronically needy and noted that hardships have expanded up the income ladder.Even among households that had prepandemic incomes of $50,000 to $75,000, more than 11 percent of those with children sometimes or often lacked food at the start of the year — a figure that has since fallen in half, according to the Census data.Ms. Ray said she had skipped meals and reworn dirty work clothes to save on laundry costs during the economic downturn.Callaghan O’Hare for The New York TimesWhen some people heard the latest checks were coming, they considered the news too good to be true. Ms. Webb, a St. Louis nursing aide with three young children, lost about two-thirds of her earnings when the pandemic left fewer patients seeking in-home care. She found another job but lost it after catching Covid. Food was the first casualty.“We’d have breakfast a little later than normal, and then dinner — no lunch,” she said. “Sometimes the kids would have dry cereal because we didn’t have milk.”Despite her skepticism, Ms. Webb received $8,000 for her four-person family between the two rounds. She used the money to pay back family loans and reduce her overdue rent, and she started serving lunch and an afternoon snack “to make sure the kids were full-full.”“I was like, ‘Woo!’ This is the most money I ever seen in my bank account,” she said. “I’m still in a hole, but I’m starting to see more sunlight now.”Mr. Shaefer acknowledged that other aid and an improving economy might have helped reduce hardship, but he said the timing pointed toward the stimulus checks. Among families with children, nearly 90 percent of the improvement in food sufficiency this year occurred in the two weeks after each round of payments.The study cited another direct link between cash aid and hardship: after the government stopped supplementing jobless benefits last fall, food insufficiency among families with children rose nearly 25 percent.“Throughout the crisis, the level of hardship faced by U.S. households can be directly linked to the federal government’s response,” Mr. Shaefer and Mr. Cooney wrote.Low-income families often emphasize the stress that economic uncertainty brings, especially when it threatens needs as basic as shelter and food. At the start of this year, 73 percent of households with children reported spending at least several days a week feeling anxious. That figure has since fallen to 57 percent, according to the census data.“I really got down and depressed,” Ms. Ray said. “Part of the benefit of the stimulus to me was God saying, ‘I got you.’ Spiritual and emotional reassurance. It took a lot of stress off me.”Callaghan O’Hare for The New York TimesBut mental health might have improved for many reasons, Mr. Winship said, including increasing vaccinations, falling disease rates and the socialization that has accompanied the reopening of businesses and schools. “I would really question whether that’s the stimulus checks,” he said.Still, research in recent decades has emphasized the debilitating effect that stress can have on children raised in low-income households. And recipients of the stimulus payments often describe them as an emotional balm.For Ms. Young, 40, the problems of poverty and poor mental health are deeply entwined. A Chicago woman with schizophrenia, she is raising a teenager and a baby on food stamps and disability checks. Extra help from adult children lapsed during the pandemic when they lost work. The result was a disconnected water line and two weeks of toting jugs from her neighbor’s apartment.“It’s really depressing, having to worry about losing your lights and water,” Ms. Young said. “Very stressful. It was a very, very dark path.”She did not receive the stimulus payment that most people got at the start of the year, for reasons she does not understand. She checked her bank account in April, to see if she could buy a loaf a bread, when she found it swollen with a $1,400 stimulus check.Ms. Young bought the bread — two loaves — and paid down her utility bills to avoid more outages. “I did it that day,” she said. “You just don’t know — it was such a relief.” More