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97 posts on "Inequality"
November 16, 2023

Small Business Recovery after Natural Disasters in the Fed’s Second District

A previous Liberty Street Economics post found that minority-owned small businesses in the Federal Reserve’s Second District have been particularly vulnerable to natural disasters. Here we focus on the aftermath of disasters (such as hurricanes, floods, wildfires, droughts, and winter storms) and examine disparities in the ability of these firms to reopen their businesses and access disaster relief. Our results indicate that while white- and minority-owned firms remain closed for similar durations, the latter are more reliant on external funding from government and private sources to cope with disaster losses.

November 9, 2023

Transition Risks in the Fed’s Second District and the Nation

Photo: NY City skyline in background with solar panels in the foreground.

Climate change may pose two types of risk to the economy—from policies and consumer preferences as the energy system transitions to a lower dependence on carbon (in other words, transition risks) or from damages stemming from the direct impacts of climate change (physical risks). In this post, we follow up on our previous post that studied the exposure of the Federal Reserve’s Second District to physical risks by considering how transition risks affect different parts of the District and how they differentially affect the District relative to the nation. We find that, relative to other regions of the U.S., the economy of the Second District has considerably less exposure to fossil fuels. However, the cost of reducing even this relatively low economic dependence on carbon is still likely to be considerable.

October 16, 2023

Racial Discrimination in Child Protective Services

Illustration: dark purple background with illustration of two hands holding up two children of different races. Disparities: Is race a factor in foster care placement?

Childhood experiences have an enormous impact on children’s long-term societal contributions. Experiencing childhood maltreatment is associated with compromised physical and mental health, decreased educational attainment and future earnings, and increased criminal activity. Child protective services is the government’s way of endeavoring to protect children. Foster care consequently has large potential effects on a child’s future education, earnings, and criminal activity. In this post, we draw on a recent study to document disparities in the likelihood that children of different races will be placed into foster care.

Posted at 7:00 am in Human Capital, Inequality | Permalink
October 5, 2023

Does Income Inequality Affect Small Firms?

Illustration of Income Inequality: Is job creation impacted? Image has a large building with several people outside, next to a drawing of a small business with one person outside. Dark green background color.

The share of income going to high-income households has increased significantly in the United States in recent decades. In 1980, the average income share of earners in the top 10 percent was around 30 percent. However, by 2015, it had surpassed 45 percent. The employment share of small firms has also declined, with a decrease of approximately 5 percentage points over the same period. In this post, we use variation across states to show a correlation between these two developments, with states having the greatest increase in the upper income share also tending to be those with the biggest job creation declines in small firms compared to large firms. One explanation for this correlation is that the increase in the income share of the highest income earners reduced deposits in small and medium-size banks from what they otherwise would have been. In doing so, this shift in income reduced the available credit for small firms, putting them at a disadvantage relative to large firms.

June 1, 2023

What Drove Racial Disparities in the Paycheck Protection Program?

Decorative Image: Ethnic female shop owner handing over food order in brown shopping bags by ethnic customer in red and white baseball cap and green shirt.

Numerous studies of the Paycheck Protection Program (PPP), which provided loans to small businesses during the COVID-19 pandemic, have documented racial disparities in the program. Because publicly available PPP data only include information on approved loans, prior work has largely been unable to assess whether these disparities were driven by borrower application behavior or by lender approval decisions. In this post, which is based on a related Staff Report and NBER working paper, we use the Federal Reserve’s 2020 Small Business Credit Survey to examine PPP application behavior and approval decisions and to study the strengths and limitations of fintech lenders in enhancing access to credit for Black-owned businesses.

Posted at 7:00 am in Credit, Inequality | Permalink | Comments (2)
May 25, 2023

Do Veterans Face Disparities in the Labor Market—And What Accounts for Them?

Illustration of veteran reading the jobs listings in a newspaper.

We continue our series on military service and consider veterans’ earnings and labor market outcomes. We find that veterans earn more than 12 percent less and are 4 percentage points (18 percent) more likely to be out of the labor force than comparable nonveterans. Interestingly, accounting for veterans’ differences from comparable nonveterans in terms of education and disability status largely explains these labor market differences.

Do Veterans Face Disparities in Higher Education, Health, and Housing?

Illustration of "how do veterans fare?" of veteran saluting with house, medical sign and college cap.

Veterans are an understudied group that forms an important part of the fabric of American society and that constitutes a significant segment of the population. In the first post of this two-part series, we will investigate how the outcomes of veteran men–in educational attainment, health, and housing–differ from those of comparable men who did not serve in the military. Looking only at men, for reasons described below, we find that relative to nonveteran men with a high school degree and a similar distribution of demographic and geographic characteristics, veterans are 7 percentage points less likely to have a college degree and are over 50 percent more likely to experience a disability. Veterans are also somewhat likelier to rent a home than to own and, as renters, pay a lower average rent, suggesting they experience lower quality housing or live in worse neighborhoods.

February 27, 2023

Does the CRA Increase Household Access to Credit?

Illustration: bank building with arrow pointing toward row of community houses. Question below: Is household borrowing impacted?

Congress passed the Community Reinvestment Act (CRA) in 1977 to encourage banks to meet the needs of borrowers in the areas in which they operate. In particular, the Act is focused on credit access to low- and moderate-income communities that had historically been subject to discriminatory practices like redlining.

January 18, 2023

Rural Households Hit Hardest by Inflation in 2021‑22

Illustration: Inflation: does location matter? A U.S. map with a pin dropped in the center.

To conclude our series, we present disparities in inflation rates by U.S. census region and rural status between June 2019 and the present. Notably, rural households were hit by inflation the hardest during the 2021-22 inflationary episode. This is intuitive, as rural households rely on transportation, and especially on motor fuel, to a much greater extent than urban households do. More generally, the recent rise in inflation has affected households in the South more than the national average, and households in the Northeast by less than the national average, though this difference has decreased in the last few months. Once again, these changes in inflation patterns can be explained by transportation inflation driving a large extent of price rises during 2021 and much of 2022, with housing and food inflation lately coming to the fore.

Posted at 11:02 am in Equitable Growth, Inequality, Inflation | Permalink

Young, Less Educated Faced Higher Inflation in 2021—But Gaps Now Closed

Illustration: Inflation: what's changed? short arrow with college grad at the top; higher arrow with a non grad at the top.

We continue our series on inflation disparities by looking at disparities in inflation rates by educational attainment and age for the period June 2019 to the present. Remarkably, we find that disparities by age and education are considerably larger than those by income and are similar in size to those by race and ethnicity, both explored in our previous post. Specifically, during the inflationary period of 2021-22, younger people and people without a college degree faced the highest inflation, with steadily widening gaps relative to the overall average between early 2021 and June 2022, followed by a rapid narrowing of the gaps and a reversal of some of them by December 2022. This pattern arises primarily from a greater share of the expenditures of younger people and people without a college degree being devoted to transportation—particularly used cars and motor fuel—which led the 2021 inflationary episode but has since converged to general inflation.

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Liberty Street Economics features insight and analysis from New York Fed economists working at the intersection of research and policy. Launched in 2011, the blog takes its name from the Bank’s headquarters at 33 Liberty Street in Manhattan’s Financial District.

The editors are Michael Fleming, Andrew Haughwout, Thomas Klitgaard, and Asani Sarkar, all economists in the Bank’s Research Group.

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This ongoing Liberty Street Economics series analyzes disparities in economic and policy outcomes by race, gender, age, region, income, and other factors.

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