Economic Carnage in Wealthiest Zip Codes

That's a venture based at Harvard that is part think tank, part research lab, and there his team of about forty researchers and policy specialists are using private data to study economics. Well, not a new idea, we know that, but the COVID crisis gave Jetty the confidence that he might be able to pull off something unprecedented. Chetty has become alarmed, Carol by what his troph of data is telling him. The

recovery has stalled and the inequality is soaring. Those left behind by the economic changes of the past few decades could be robbed of any remaining opportunities to get ahead. And Jason Chetti's goal in diagnosing the source of the economic pain is to help find ways to cure it. But he also isn't pretending to have any simple solutions to the COVID recession or to America's worsening inequality gap. His ultimate message get the virus under control at all costs.

This podcast is brought to you by t D A Merry Trade meet their newest trading platform, Think or swim web. It has all the essential tools and strategies in a streamlined interface, no download necessary. Visit t d A Merry Trade dot Com, slash Think or swim web to get started. His numbers don't lie. Harvard economist raj Chetty has a god's eye view of the pandemics damage. By Ben Steverman,

raj Chetty hasn't eaten at a restaurant in months. In fact, he's barely left his home near Harvard, where he is an economics professor. The MacArthur Genius Grant recipient has been getting his haircuts from a stem cell biologist his wife. If you want to understand what really wrong with the economy, this is a telling symptom. Chetti used to travel widely sharing insights from his work which minds data to paint a vividly detailed picture of inequality in the US. Now, he,

like millions of other affluent Americans, is at home. That might seem harmless. Chetti and his wife enjoy cooking together and spending time with their five year old daughter until you confront the effects on the already precarious livelihoods of the people who fed, clothed, and pampered this professional class.

When COVID nineteen, hit Chetty and his team of about forty researchers and policy specialists dropped everything, including work on inequality in housing, higher education, and longevity to document the pandemics lopsided impact. The result is a data tracker that gives a day by day, state by state, and even

neighborhood by neighborhood view of the coronavirus economy. First uploaded in May and frequently expanded sense it relies on non public proprietary data supplied by some of America's largest corporations to give a level of detail in real time that traditional economic indicators can't match. Last month, a couple of days after former Vice President Joe Biden selected California Senator

Kamala Harris as his running mate. Chetty briefed the pair over video, presenting data that demonstrated lower income workers were bearing the brunt of the COVID recession. His chart showed that by April, the bottom quarter of wage earners, those making less than twenty seven thousand dollars a year, had lost almost eleven million jobs, more than three times the number lost by the top quarter, which earned more than sixty thou dollars annually. By late June, the gap had

widened further, even though many businesses had reopened. In fact, the segment of Americans who were paid best had recovered almost all the jobs lost since the start of the pandemic. The recession has essentially ended for high income into visuals, Chetti told Biden and Harris. Meanwhile, the bottom half of American workers represented almost eight of the jobs still missing. Even as the better off watched employment rebound and the stock market surge. The virus is economic devastation was all

around them. In shuttered restaurants, hair salons, and gems. It was no longer possible to ignore the economic chasms that separated people who used to live and work alongside one another. That creates this very local feel to the recession. Chetty says the mapping tool on his tracker allows you to visualize the divergence as it's played out in prosperous places from Manhattan's Upper East Side to San Francisco's Pacific Heights.

The shock is most severe actually in the richest parts of the country and the richest neighborhoods in the country, he says. It's literally the people you were interacting with who I think are suffering the most. Chetty has been described as arguably the best applied microeconomist of his generation the American Economic Association which awarded him the Clark Medal, often described as the second most prestigious prize in the

profession after the Nobel In. Like many of his contemporaries, Chetty largely issues theory and ideology in favor of data. The more the better. His goal in diagnosing the source of the economic pain is to help find ways to cure it. It's really done from the perspective of science, says Heather Boushey, a Biden adviser who heads the Washington

Center for Equitable Growth. Chetty and his team have been talking about their newest project to any politician who will listen on video calls with dozens of Democrats and Republicans in Congress, as well as Treasury officials and state and local policymakers. His message has been consistent, get the virus under control at all costs, a task the US has

so far failed at pitifully. No matter how many businesses are allowed to reopen, normal economic life will not resume until their customers feel the no longer at risk of contagion. In the meantime, he tells them, target assistance to the people, businesses, and places that need it. There's no use sending stimulus checks to households making a hundred and fifty thousand dollars a year or cutting their payroll taxes. They have plenty of money. What they lack is places to safely spend it.

In the weeks before the US government's first jolt of stimulus ran out, Chetty was optimistic that both parties in Washington seemed to be getting the message. I've consistently found an appreciation for what the data have to say, even

in these polarized times, he said. Then. But with infection rates spiking in a dozen states and Congress and the White House at an impasse over what should take the place of the now lapsed six d dollar a week pandemic unemployment benefit and other assistance furnished through the Cares Act. Chetty has become alarmed by what his trove of data is telling him. The recovery has stalled. Until recently, the COVID crisis of looked nothing like the Great recept of

two thousand and eight or any other slump. With American businesses and workers held aloft by trillions of dollars in stimulus, the worst damage had been limited to certain sectors and had even started to heal. Now the economy's woes could metastasize, taking down industries and workers that were untouched before. All

this threatens to make Chetti's work much more difficult. The American dream is dead, as he'd proved with exhaustive government data showing today's workers can no longer expect to earn more than their parents did. Now, those left behind by the economic changes of the past few decades could be robbed of any remaining opportunities to get ahead. One of Chetty's most stunning findings was rendered in twenty eighteen by the New York Times website in blue and yellow pixels

that swarmed across the screen. It's beautiful, almost soothing, if you can forget you're watching a tragedy unfold. Each tiny square represents the life trajector of one of ten thousand American men born into a family at the top of the income spectrum. They fall or rise based on the extent to which they were able to match their parents comfortable incomes in adulthood. Those yellow pixels that keep bouncing up at the top of the screen are white men

in the sample. The blue ones that keep tumbling to the bottom, they're black men. The animation is a simple, elegant illustration of the pernicious effects of racism on even the most privileged Black Americans. Many of Chetty's slides and charts tell similarly grim stories, even if the mild mattered forty one year old himself rarely shows much emotion. He presents the data in the most detached and remote way, says Ford Foundation President Darren Walker. Yet he visualizes suffering

in this country in really profound ways. As a black man, when I see that data, I am emotionally disturbed and profoundly impacted. Chetty space of operations is Opportunity Insights, a venture based at Harvard that is part think tank, part research lab. Started in twenty eighteen with thirty six million dollars, including fifteen million dollars each from Facebook founder Mark Zuckerberg

and the Bill and Melinda Gates Foundation. O I was co founded by Chetty, Harvard colleague Nathaniel Hendron, and Brown University professor John Friedman. Its mission, as spelled out on its website, is to identify barriers to economic opportunity and develop scalable solutions that will empower people throughout the United States to rise out of poverty and achieve better life outcomes,

translation to improve economic mobility in the US. The center's staff includes more than a dozen recent college graduates trained in the art of sifting through data, with some sets so large they can take a computer a day or more to analyze. Chetty and his colleagues don't just identify problems,

they suggest ways to fix them. A twenty fourteen study found that the best teachers can help each student to earn an additional fifty thousand dollars over their careers, which works out to one point four million dollars per home room. Chetty has suggested school districts hold on to skilled teachers by tying pay or bonuses to performance, Improving education for poor kids wouldn't just help them personally, Chetti's research suggests

it should also boost the economy overall. An analysis of the patents filed by one point to million Americans found children of the top one percent are ten times more likely to be inventors than equally smart kids from other backgrounds. If talented women, minorities, and children from low income families could invent at the same rate as well off white men, Chetty and his co authors estimated these lost Einstein's could

quadruple innovation in the US. An opportunity atlas on the Center's website maps income mobility across the US, down to the city, neighborhood and even block. The interact IF tool, built using anonymized data from the Census Bureau and the Internal Revenue Service, also pulls statistics on factors like teen pregnancy,

incarceration rates, education levels, and commute times. The atlas, which went live in twenty eighteen, revealed but moving a child from a neighborhood with the low average mobility to one with above average mobility could boost his or her lifetime earnings by about two hundred thousand dollars. The project became the foundation for a Seattle area experiment in which families eligible for federal housing assistance received relocation advice and support.

U S Senator Todd Young, a Republican, has co sponsored to buy partisan bill to take the Seattle program nationwide. Back home in Indiana, he borrows Chetty's charts to explain the issue to rooms full of constituents. Chetty goes to great lengths to make his research accessible. He's not just speaking to other researchers, Young says, he's presenting information in plain language in a visual for met that one can understand within seconds. Wealthy donors have also embraced Chetti's research.

When he was lured back to Harvard two years ago from Stanford, billionaire hedge fund manager Bill Ackman endowed a chair in the Economics department for him. Gates, Zuckerberg, and other donors, including Bloomberg LP founder Mike Bloomberg, have given oh I resources that few academic labs can match. The center can hire not just research assistance to crunch data, but also experienced policy experts who turned findings into advice for decision makers at all levels of government and web

designers who create ambitious data visualizations. He created a new business model for how to do economics, says Princeton professor Marcus Brundermeyer. Even for Chetty, whose work has documented in damning detail the many obstacles Black Americans face in this country. The murder of George Floyd by Minneapolis police in May inspired a reaction of horror about how different people's lives

and be given just the color of their skin. He says, those differences are on full display on olies new tracker, which shows that as their jobs have disappeared and their children's education stalled, minorities and low income Americans have been bearing a disproportionate burden from the virus itself. It also won't help these groups that the disease is depriving governments of tax revenue and putting extreme strains on nonprofits and

educational institutions. Many of the policies Chetty and his colleagues have suggested to battle inequality, such as more inclusive college admissions and housing desegregation, will require money to move forward. All of this is going to get tougher, says Friedman, Chetty's frequent collaborator, Ford's Walker is more optimistic. For the first time in my lifetime, we are reckoning with the

issues of race and class in America. He says, Americans have deluded ourselves for years that we are a meritocracy. Now they're waking up to the often insurmountable barriers to equal opportunity. Jetty has spent his career identifying that makes him the economist for this moment of reckoning. Walker says he understands that growing inequality asphyxiates hope and makes it impossible for people to dream and believe that their children

will have better lives. When COVID nineteen first reached the US, no one Chetty included had much idea of what it was doing to the economy. Government statistics like monthly unemployment numbers or the quarterly gross domestic products series couldn't keep up. Oh I had started the year with a full plate of projects, including Chetti's most ambitious data effort yet, a collaboration with the Census to document the economic trajectory of

every American alive over the past seventy years. Suddenly, most of the lab's work ground to a halt as government offices shut down with little else to keep their young researchers busy, Chetty and his team started playing around with the few real time measures of the economy that were available. Home Base, a company that makes small business software, was offering researchers access to daily internal numbers, for example. During a meeting in early April, Chetty, Friedman, and others struck

on an idea. What if they pulled together data from several private sources, then put it all up on the web so anyone could access it an economic counterpart to Johns Hopkins University's coronavirus tracker, which has become one of

the go to sources for health statistics. We didn't realize just how big a project we were getting ourselves into, says Michael Stepner, a post doctoral fellow at oh I. At first, he planned to devote ten hours a week to the effort, but eventually it sucked in the entire staff, with work progressing pretty much around the clock as night

owls overlapped with early birds. This just took over the lab, and it took over my life, says Stepner, who will DeCamp for a teaching job at the University of Toronto next year. The team initially vetted a Hodge ledge of data that might show COVID's effects on inequality, such as food pantry usage. Soon, though, they focused on building only

the most rigorous and comprehensive metrics. Frequently cited as their inspiration is Simon Kuznets, the Nobel Prize winning economist who, in the depths of the Great Depression developed ways to quantify gross domestic product and other metrics. His pioneering work supplied the foundation for how the US and countries around the world measure their economies. Chetti set a similarly ambitious goal for his project, bring economic measurement into the age

of big data. In today's world, almost every economic transaction, a debit card swipe, a direct deposit from an employer, an electronic bill of lading for a shipment of steel, has a digital fingerprint that's captured and stored somewhere. Pull enough of this data together, and in theory, you have a god's eye view of the economy. Imagine how useful

that could be during a recession like this one. In place of the in size fits most policies and the Cares Act, lawmakers would be able to target stimulus with precision to the industries and sectors of the population that need it most and get nearly instantaneous feedback on whether it's working. And of course, there are applications beyond this pandemic. Using the tracker, a state hit by a natural disaster

could pinpoint which communities were lagging in the recovery. A city trying to revive its downtown could get a rapid read on retail spending. Using private data to study economics isn't a new idea, but the COVID crisis gave Chetty the confidence that he might be able to pull off

something unprecedented. Oh Eyes, major donors were enthusiastic. We see it as something that has a great deal of potential for the future, well beyond the current crisis, says Ryan Ripple, who oversees the Gates Foundation's work on economic mobility and opportunity. The first hurdle was persuading companies to part with as

precious a possession as their internal data. Normally, I wouldn't have thought of approach big companies like into It or MasterCard, Chetti says, but the virus made them much more willing to help if we can figure out how to revive

the economy. Obviously, that's good for everyone. Chetti's reputation and his years of experience in handling super secret government records reassured providers that their data would be properly aggregated, anonymized, and blended with other sets in ways that fully protected privacy. Raj's group is pretty advanced, says ram Polaniapin, chief executive officer of Ernin, which makes a financial app that's supplying

information on wages of lower income workers. Ensuring that the individual streams of data could be pooled to render an accurate picture of the larger economy was its own challenge. The main issue when you get data from these private companies is that you're learning something about their business and not something about the economy as a whole, says Friedman, a co director of the Center. Some sources a debit

card issuer, for example, were rejected as unrepresentative. Sometimes it worked and sometimes it didn't, and we tried to be creative about how to fill in the holes we needed. In May, after a five week marathon, o I launched the tracker, and the world got to see how jobs, spending, small business revenue, and other metrics responded to the onset of the pandemic in the US, Other academics started pouring through the rich data sets freely available for download to

study everything from inflation to partisanship. States and local governments started consulting the Tracker to see which industries needed help. We literally use it every single day, says Rob Dixon, director of the Missouri Department of Economic Development. On the tracker, you can see that back in March when the lockdowns started, almost every household in America was reeling, with overall consumer spending plunging thirty three percent. Then around April fifteenth, spending surges,

with bigger jumps in low income neighborhoods. That's the first round of stimulus payments landing in people's wallets as jobless benefits kick in, including the six dollars per week Pandemic top up that left many workers with more than they were earning before. Spending kept rising. By late June, residents of low income neighborhoods were spending a bit more than they had before the crisis, displayed on a map, though

the Tracker data revealed some troubling patterns. In March and April, small businesses and affluent big city neighborhoods saw their revenue drop sev more than twice the decline in the least affluent areas saddled with high rents. Many of these shops, restaurants, and bars shut their doors for good. Because high income Americans make up such a large share of overall spending, the effects of their caution lingered even as cities and

states allowed businesses to reopen. Using the tracker, you can compare neighboring states that reopened at different times, such as Colorado on May one and New Mexico on May sixte and see there's almost no difference in employment or consumers ending trajectories. Chetty grew even more alarmed as the summer wore on. His conversations with senators about the best ways to do another round of stimulus hadn't born fruit, with Congressional democrats insisting the economy needs far more support than

Trump or Republicans have proposed. His conversations with senators about the best ways to do another round of stimulus hadn't born fruit, with congressional democrats insisting the economy needs far more support than Trump and Republicans have proposed. In early August, unemployed Americans stopped getting their extra six dollars a week. The tracker didn't show activity plummeting right away, as Chetty worried it might. Instead, measures like spending and small business

revenue flatlined. We're basically stalled, he says. After the tracker's debut, oh I continued to sign up companies willing to share their data. There are eleven in total. Now what immerged it was an even clearer picture of the gaps opening between the most privileged Americans and everyone else. In August, payroll provider Paychecks offered data that, combined with info from Intuit, Urnin, and Chronos, revealed that high income workers had regained almost

all the jobs lost in March and April. The findings Chetty shared with Biden and Harris that all the more heightens the need for targeted unemployment benefits. He says, the virus is spread, and the lack of a national strategy to fight it hobbled the economy in ways Chetty hadn't expected. After cases and deaths rose in places such as Florida and Arizona, key indicators like consumer spending and small business

revenue dipped but didn't plunge. Why. Chetti's working theory is that Sunbelt states, economic resilience might be a sign that they're not taking the disease seriously enough to get it under control. Trying to keep the economy humming while the virus runs rampant is a short termist to prospect TV with long term costs. He says. A scenario in which COVID is never corralled the way it has been in some countries in Europe and Asia haunts Chetty. It's not

going to be a sustained recovery. There's just no way, he says, We're going to be stuck trying to go along and accept a fair number of COVID infections and deaths and muddle our way through until finally there's a vaccine. This would be especially damaging for disadvantaged groups children, in particular, If schools can't reopen safely for in person learning, low

income kids will fall even further behind their peers. The tracker includes one bit of non economic data from Zerne, a nonprofit online math platform, showing overall usage dropped when schools closed in March. Then, however, kids in high income areas product by well educated parents who were working from home started logging on again, completing more lessons in early

May than they had before the crisis. By contrast, over all participation on ZERNE had dropped almost thirty percent, and by more than half for children in low income areas, possibly because they were in households where parents were more likely to be essential employees working outside the home. Public schools were to some extent, serving to level the playing field and increased social mobility. Chetty says, with the shift to mostly or only remote learning in many school districts,

you're going to have massive impacts on inequality. Chetty doesn't pretend to have simple solusions to the COVID recession or to America's worsening inequality gap. What he has to offer are smaller, but often easier to implement fixes like the program in Seattle. Because of his scientific bent, he likes to see policies tested in one particular locale before they

rolled out more widely. A lot of the solutions that are going to have the greatest impacts are going to be locally led and community created, says Repel of the Gates Foundation. Unlike some high profile economists who have strongly partisan viewpoints, Chetty doesn't ask elected leaders or their voters

to abandon their political ideologies. He just tries to get them to pay attention to the people and places the economy has shunt to decide, We'll only see their suffering if we obsess less about aggregate measures like g d P and more about what's happening on street corners and in school yards, where Americans are blocked from reaching their potential.

To figure out how to restore opportunity for the disadvantaged, Chetty will need lots more data, so he's still on the hunt for fresh inputs for his tracker, better ways to measure cash transactions, health care spending, housing costs, and the balance sheets of businesses and households. The more data you have, the more it brings to light the interconnected nature of the economy, he says. Be sure to check

out more stories in our Equality Issue. Find that issue on newsstands, also online in at Bloomberg Dot comment of course, Jason always on the Bloomberg terminal. That's a eight one. I'm Carol Masser and I'm Jason Kelly. Also check us out every day on the radio are Bloomberg Business Week Show at two p m. Wall Street Time. This is Bloomberg. We've wrapped up an incredible week of content at the

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