Today, the New York Fed’s Center for Microeconomic Data released its Quarterly Report on Household Debt and Credit for the third quarter of 2021. Overall debt balances increased, bolstered primarily by a sizeable increase in mortgage balances, and for the second consecutive quarter, an increase in credit card balances. The changes in credit card balances in the second and third quarters of 2021 are remarkable since they appear to be a return to the normal seasonal patterns in balances. In ...| Liberty Street Economics
A look at how well-managed firms can increase the aggregate productivity of poorly managed plants by acquiring them and improving their management practices.| Liberty Street Economics
A look at the characteristics of first-time homebuyers and their resilience since the COVID-19 crisis.| Liberty Street Economics
Stablecoins are digital assets whose value is pegged to that of fiat currencies, usually the U.S. dollar, with a typical exchange rate of one dollar per unit. Their market capitalization has grown exponentially over the last couple of years, from $5 billion in 2019 to around $180 billion in 2022. Notwithstanding their name, however, stablecoins can be very unstable: between May 1 and May 16, 2022, there was a run on stablecoins, with their circulation decreasing by 15.58 billion and their mar...| Liberty Street Economics
Recent natural disasters have renewed concerns about insurance markets for natural disaster relief. In January 2025, wildfires wreaked havoc in residential areas outside of Los Angeles. Direct damage estimates for the Los Angeles wildfires range from $76 billion to $131 billion, with only up to $45 billion of insured losses (Li and Yu, 2025). In this post, we examine the state of another disaster insurance market: the flood insurance market. We review features of flood insurance mandates, f...| Liberty Street Economics
Recent natural disasters have renewed concerns about insurance markets for natural disaster relief. In January 2025, wildfires wreaked havoc in residential areas outside of Los Angeles. Direct damage estimates for the Los Angeles wildfires range from $76 billion to $131 billion, with only up to $45 billion of insured losses (Li and Yu, 2025). In this post, we examine the state of another disaster insurance market: the flood insurance market. We review features of flood insurance mandates, f...| Liberty Street Economics
A look at the Quarterly Report on Household Debt and Credit for 2025:Q2 from the New York Fed, focusing on the landscape of the current mortgage market.| Liberty Street Economics
The rapid rise in interest rates across the yield curve has increased the broader public’s interest in the exposure embedded in bank balance sheets and in depositor behavior more generally. In this post, we consider a simple illustration of the potential impact of higher interest rates on measures of bank franchise value.| Liberty Street Economics
The Russian invasion of Ukraine increased uncertainty around the world. Although most U.S. companies have limited direct exposure to Ukrainian and Russian trading partners, increased global uncertainty may still have an indirect effect on funding conditions through tightening financial conditions. In this post, we examine how conditions in the U.S. corporate bond market have evolved since the start of the year through the lens of the U.S. Corporate Bond Market Distress Index (CMDI). As desc...| Liberty Street Economics
With more than $6 trillion outstanding, the U.S. corporate bond market is a significant source of funding for most large U.S. corporations. While prior literature offers a variety of measures to capture different aspects of corporate bond market functioning, there is little consensus on how to use those measures to identify periods of distress in the market as a whole. In this post, we describe the U.S. Corporate Bond Market Distress Index (CMDI), which offers a single measure to quantify joi...| Liberty Street Economics
Richard Crump, Domenico Giannone, and David Lucca discuss different conceptual approaches to dating the business cycle and study their past performance for the U.S. economy.| Liberty Street Economics
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Decisions that are privately optimal often impose externalities on other agents, giving rise to regulations aimed at implementing socially optimal outcomes. In the banking industry, regulations are particularly heavy, plausibly reflecting a view by regulators that the relevant externalities could culminate in financial crises and destabilize the broader economy. Over time, the toolkit for regulating banks and bank-like institutions has expanded, as has banks’ restructuring of activities int...| Liberty Street Economics
The financial sector in the U.S. economy is deeply interconnected. In our previous post, we showed that incorporating information about this network of financial claims leads to a substantial reassessment of which financial sectors are ultimately financing the lending to the real sector as a whole (households plus nonfinancial firms). In this post, we delve deeper into the differences between the composition of lending to households and nonfinancial firms in terms of direct lending as well as...| Liberty Street Economics
Deposits are often perceived as a stable funding source for banks. However, the risk of deposits rapidly leaving banks—known as deposit flightiness—has come under increased scrutiny following the failures of Silicon Valley Bank and other regional banks in March 2023. In a new paper, we show that deposit flightiness is not constant over time. In particular, flightiness reached historic highs after expansions in bank reserves associated with rounds of quantitative easing (QE). We argue th...| Liberty Street Economics
In March 2020, the Federal Reserve commenced purchases of U.S. Treasury securities to address the market disruptions caused by the pandemic. This post assesses the execution quality of those purchases by comparing the Fed’s purchase prices to contemporaneous market prices. Although past work has considered this question in the context of earlier asset purchases, the market dysfunction spurred by the pandemic means that execution quality at that time may have differed. Indeed, we find that t...| Liberty Street Economics
Interest rates have fluctuated significantly over time. After a period of high inflation in the late 1970s and early 1980s, interest rates entered a decline that lasted for nearly four decades. The federal funds rate—the primary tool for monetary policy in the United States—followed this trend, while also varying with cycles of economic recessions and expansions.| Liberty Street Economics
Public permissionless blockchains are designed to be censorship resistant, meaning access to the blockchain is unhampered. In practice, different blockchain ecosystem actors (such as users, builders, or proposers) can influence the degree to which a blockchain is resistant to censorship. In a recent Staff Report, we examine how sanctions imposed by the Office of Foreign Assets Control (OFAC) on Tornado Cash, a set of noncustodial cryptocurrency smart contracts on Ethereum, affected Tornado Ca...| Liberty Street Economics
Debt balances continued to rise at a moderate pace in the fourth quarter of 2024, and delinquencies, particularly for auto loans and credit cards, remained elevated, according to the latest Quarterly Report on Household Debt and Credit from the New York Fed’s Center for Microeconomic Data. Auto loan balances have grown steadily since 2011, expanding by $48 billion in 2024. This increase reflects a steady inflow of newly originated auto loan balances, which in 2024 were boosted primarily b...| Liberty Street Economics
Based on recent proposals and policy dialogue, it would appear that first-time home buyers (FTB) are indeed facing desperate times. For example, in a recent Urban Institute study, Michael Stegman, Ted Tozer, and Richard Green advocate for a zero-downpayment Federal Housing Administration (FHA) mortgage. They argue that this would be a more efficient way to deliver much needed support to help households transition to homeownership given the challenges of high house prices and mortgage rates.| Liberty Street Economics
The rapidity of deposit outflows during the March 2023 banking run highlights the important role that the Federal Reserve’s discount window should play in strengthening financial stability. A lack of borrowing, however, has plagued the discount window for decades, likely due to banks’ concerns about stigma—that is, their unwillingness to borrow at the discount window because it may be viewed as a sign of financial weakness in the eyes of regulators and market participants. The discount ...| Liberty Street Economics
In June 2020, the Federal Reserve issued stringent payout restrictions for the largest banks in the United States as part of its policy response to the COVID-19 crisis. Similar curbs on share buybacks and dividend payments were adopted in other jurisdictions, including in the eurozone, the U.K., and Canada. Payout restrictions were aimed at enhancing banks’ resiliency amid heightened economic uncertainty and concerns about the risk of large losses. But besides being a tool to build capital ...| Liberty Street Economics
Rapid GDP growth, due in part to high rates of investment and capital accumulation, has raised China out of poverty and into middle-income status. But progress in raising living standards has lagged, as a side-effect of policies favoring investment over consumption. At present, consumption per capita stands some 40 percent below what might be expected given China's income level. We quantify China's consumption prospects via the lens of the neoclassical growth model. We find that shifting the ...| Liberty Street Economics
A central use of reserves held at Federal Reserve Banks (FRBs) is for the settlement of interbank obligations. These obligations are substantial—the average daily total reserves used on two main settlement systems, Fedwire Funds and Fedwire Securities, exceeds $6.5 trillion. The total amount of reserves needed to efficiently settle these obligations is an active area of debate, especially as the Federal Reserve’s current quantitative tightening (QT) policy seeks to drain reserves from the...| Liberty Street Economics
While policies to combat climate change are designed to address a global problem, they are generally implemented at the national level. Nevertheless, the impact of domestic climate policies may spill over internationally given countries' economic and financial interdependence. For example, a carbon tax charged to domestic firms for their use of fossil fuels may lead the firms to charge higher prices to their domestic and foreign customers; given the importance of global value chains in modern...| Liberty Street Economics
A key question in economic policy is how labor market tightness affects wage inflation and ultimately prices. In this post, we highlight the importance of two measures of tightness in determining wage growth: the quits rate, and vacancies per searcher (V/S)—where searchers include both employed and non-employed job seekers. Amongst a broad set of indicators, we find that these two measures are independently the most strongly correlated with wage inflation. We construct a new index, called t...| Liberty Street Economics
As interest in understanding the economic impacts of climate change grows, the climate economics and finance literature has developed a number of indices to quantify climate risks. Various approaches have been employed, utilizing firm-level emissions data, financial market data (from equity and derivatives markets), or textual data. Focusing on the latter approach, we conduct descriptive analyses of six text-based climate risk indices from published or well-cited papers. In this blog post, we...| Liberty Street Economics
With the rise of generative AI (genAI) tools such as ChatGPT, many worry about the tools’ potential displacement effects in the labor market and the implications for income inequality. In supplemental questions to the February 2024 Survey of Consumer Expectations (SCE), we asked a representative sample of U.S. residents about their experience with genAI tools. We find that relatively few people have used genAI, but that those who have used it have a bleaker outlook on its impacts on jobs an...| Liberty Street Economics
The rapid rise in Artificial Intelligence (AI) has the potential to dramatically change the labor market, and indeed possibly even the nature of work itself. However, how firms are adjusting their workforces to accommodate this emerging technology is not yet clear. Our August regional business surveys asked manufacturing and service firms special topical questions about their use of AI, and how it is changing their workforces. Most firms that report expected AI use in the next six months pl...| Liberty Street Economics
Economic surveys are very popular these days and for a good reason. They tell us how the folks being surveyed—professional forecasters, households, firm managers—feel about the economy. So, for instance, the New York Fed’s Survey of Consumer Expectations (SCE) website displays an inflation uncertainty measure that tells us households are more uncertain about inflation than they were pre-COVID, but a bit less than they were a few months ago. The Philadelphia Fed’s Survey of Professiona...| Liberty Street Economics
Long-run trends in increased access to credit are thought to improve real activity. However, “rapid” credit expansions do not always end well and have been shown in the academic literature to predict adverse real outcomes such as lower GDP growth and an increased likelihood of crises. Given these financial stability considerations associated with rapid credit expansions, being able to distinguish in real time “good booms” from “bad booms” is of crucial interest for policymakers. W...| Liberty Street Economics
The Federal Reserve Bank of New York’s July 2024 SCE Labor Market Survey shows a year-over-year increase in the average reservation wage—the lowest wage respondents would be willing to accept for a new job—to $81,147, but a decline from a series’ high of $81,822 in March 2024. In this post, we investigate how the recent dynamics of reservation wages differed across individuals and how reservation wages are related to individuals’ expectations about their future labor market movements.| Liberty Street Economics
The Federal Reserve (Fed) implements monetary policy in a regime of ample reserves, where short-term interest rates are controlled mainly through the setting of administered rates, and active management of the reserve supply is not required. In yesterday’s post, we proposed a methodology to evaluate the ampleness of reserves in real time based on the slope of the reserve demand curve—the elasticity of the federal (fed) funds rate to reserve shocks. In this post, we propose a suite of comp...| Liberty Street Economics
Disparities in wealth are pronounced across racial and ethnic groups in the United States. As part of an ongoing series on inequality and equitable growth, we have been documenting the evolution of these gaps between Black, Hispanic, and white households, in this case from the first quarter of 2019 to the fourth quarter of 2023 for a variety of assets and liabilities for a pandemic-era picture. We find that real wealth grew and that the pace of growth for Black, Hispanic, and white households...| Liberty Street Economics
U.S. inflation surged in the early post-COVID period, driven by several economic shocks such as supply chain disruptions and labor supply constraints. Following its peak at 6.6 percent in September 2022, core consumer price index (CPI) inflation has come down rapidly over the last two years, falling to 3.6 percent recently. What explains the rapid shifts in U.S. inflation dynamics? In a recent paper, we show that the interaction between supply chain pressures and labor market tightness ampl...| Liberty Street Economics
In our previous post, we documented the significant growth of nonbank financial institutions (NBFIs) over the past decade, but also argued for and showed evidence of NBFIs’ dependence on banks for funding and liquidity support. In this post, we explain that the observed growth of NBFIs reflects banks optimally changing their business models in response to factors such as regulation, rather than banks stepping away from lending and risky activities and being substituted by NBFIs. The endurin...| Liberty Street Economics
Traditional approaches to financial sector regulation view banks and nonbank financial institutions (NBFIs) as substitutes, one inside and the other outside the perimeter of prudential regulation, with the growth of one implying the shrinking of the other. In this post, we argue instead that banks and NBFIs are better described as intimately interconnected, with NBFIs being especially dependent on banks both for term loans and lines of credit.| Liberty Street Economics
The authors revisit previous findings that showed veterans have lower employment and labor force participation rates than comparable non-veterans.| Liberty Street Economics
A look at how declining U.S. dollar shares in official reserves and increasing demand for gold holdings reflect the actions of a small group of countries.| Liberty Street Economics
As we close out the year, we’re taking a look back at the top five Liberty Street Economics posts.| Liberty Street Economics
“Kitchen table” issues were on the minds of our readers in 2022, though what was labeled as such was perhaps a bit broader than in the past. Supply chains—now firmly placed on the radar of Main Street—were the subject of the year’s top post by number of page views and accounted for three of the top five (we’ll consider them as one for this roundup). Student debt forgiveness and inflation were also in the news, drawing readers to our preview of various possibilities for the (subseq...| Liberty Street Economics
New York Fed researchers tackled a wide array of topics on Liberty Street Economics (LSE) over the past year, with the myriad effects of the pandemic—on supply chains, the banking system, and inequality, for example—remaining a major area of focus. Judging by the list below, LSE readers were particularly interested in understanding what comes next: the most-viewed posts of the year analyze households’ use of stimulus payments, the implications of lockdown-period savings, the risk of a n...| Liberty Street Economics
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The Federal Reserve's mission and regional structure ask that it always work to better understand local and regional economic activity. This requires gauging the economic impact of localized events, including natural disasters. Despite the economic significance of natural disasters—flowing often from their human toll—there are currently no publicly available data on the damages they cause in the United States at the county level.| Liberty Street Economics
Global risk conditions, along with monetary policy in major advanced economies, have historically been major drivers of cross-border capital flows and the global financial cycle. So what happens to these flows when risk sentiment changes? In this post, we examine how the sensitivity to risk of global financial flows changed following the global financial crisis (GFC). We find that while the risk sensitivity of cross-border bank loans (CBL) was lower following the GFC, that of international de...| Liberty Street Economics
Banks use central bank reserves for a multitude of purposes including making payments, managing intraday liquidity outflows, and meeting regulatory and internal liquidity requirements. Data on aggregate reserves for the U.S. banking system are readily accessible, but information on the holdings of individual banks is confidential. This makes it difficult to investigate important questions like: “Which types of banks hold reserves?” “How concentrated are they?” and “Does the distribu...| Liberty Street Economics
An update of the economic forecasts generated by the NY Fed's dynamic stochastic general equilibrium (DSGE) model--forecast and its change since March 2025.| Liberty Street Economics
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A look at U.S. banking system vulnerability using four analytical models and updated data through the second quarter of 2024.| Liberty Street Economics
In this post, we estimate the effect of these tariffs on the prices paid by U.S. producers and consumers.| Liberty Street Economics
Import tariffs are on the rise in the United States, with a long list of new tariffs imposed in the last few months—25 percent on steel imports, 10 percent on aluminum, and 25 percent on $50 billion of goods from China—and possibly more to come on China and the auto industry. One of the objectives of these new tariffs is to reduce the U.S. trade deficit, which stood at $568.4 billion in 2017 (2.9 percent of GDP). The fact that the United States imports far more than it exports is viewed b...| Liberty Street Economics
Amiti, Redding, and Weinstein consider the cost of higher U.S. tariffs on imports from China to the typical American household.| Liberty Street Economics
President Trump announced a new tariff of 25 percent on steel imports and 10 percent on aluminum imports on March 8, 2018. One objective of these tariffs is to protect jobs in the U.S. steel industry. They were introduced under a rarely used 1962 Act, which allows the government to impose trade barriers for national security reasons. Although the tariffs were initially thought to apply to all trading partners, Canada and Mexico are currently exempt subject to NAFTA negotiations, and implement...| Liberty Street Economics
How informed or uninformed are bank depositors in a banking crisis? Can depositors anticipate which banks will fail? Understanding the behavior of depositors in financial crises is key to evaluating the policy measures, such as deposit insurance, designed to prevent them. But this is difficult in modern settings. The fact that bank runs are rare and deposit insurance universal implies that it is rare to be able to observe how depositors would behave in absence of the policy. Hence, as empiric...| Liberty Street Economics
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A perennial challenge with China’s growth model has been overly high investment spending relative to GDP and unusually low consumer spending, something which China has long struggled to rebalance. As China attempts to move away from credit-intensive, investment-focused growth, the economy’s growth will have to rely on higher consumer spending. However, a prolonged household borrowing binge, COVID scarring and a deep slump in the property market in China have damaged household balance shee...| Liberty Street Economics
After making progress slowing the pace of debt accumulation prior to the pandemic, China saw its debt levels surge in 2020 as the government responded to the severe economic slowdown with credit-led stimulus. With China currently in the midst of another sharp decline in economic activity due to its property slump and zero-COVID strategy, Chinese authorities have responded again by pushing out credit to soften the downturn despite already high levels of debt on corporate, household, and gove...| Liberty Street Economics
The global financial crisis has put financial stability risks—and the potential role of macroprudential policies in addressing them—at the forefront of policy debates. The challenge for macroeconomists is to develop new models that are consistent with the data while being able to capture the highly nonlinear nature of crisis episodes. In this post, we evaluate the impact of a macroprudential policy that has the government tilt incentives for banks to encourage them to build up their equit...| Liberty Street Economics
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This post presents an updated estimate of inflation persistence, following the release of personal consumption expenditure (PCE) price data for April 2023. The estimates are obtained by the Multivariate Core Trend (MCT), a model we introduced on Liberty Street Economics last year and covered most recently in a May post. The MCT is a dynamic factor model estimated on monthly data for the seventeen major sectors of the PCE price index. It decomposes each sector’s inflation as the sum of a c...| Liberty Street Economics
The surge in inflation since early 2021 has sparked intense debate. Would it be short-lived or prove to be persistent? Would it be concentrated within a few sectors or become broader? The answers to these questions are not so clear-cut. In our view, one should ask how much of the inflation is persistent and how much of it is broad-based. In this post, we address this question through a quantitative lens. We find that the large ups and downs in inflation over the course of 2020 were largely th...| Liberty Street Economics
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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...| Liberty Street Economics
Racial and ethnic earnings disparities have been salient features of the U.S. economy for decades. Between the pandemic-driven recession in 2020 and the rising inflation since 2021, workers’ real and nominal earnings have seen rapid change. To get a sense of how recent economic conditions have affected earnings disparities, we examine real and nominal weekly earnings trends for Asian, Black, Hispanic, and white workers. We find that average real weekly earnings have been declining in the pa...| Liberty Street Economics
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The debate about the natural rate of interest, or r*, sometimes overlooks the point that there is an entire term structure of r* measures, with short-run estimates capturing current economic conditions and long-run estimates capturing more secular factors. The whole term structure of r* matters for policy: shorter run measures are relevant for gauging how restrictive or expansionary current policy is, while longer run measures are relevant when assessing terminal rates. This two-post series c...| Liberty Street Economics
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This post presents an update of the economic forecasts generated by the Federal Reserve Bank of New York’s dynamic stochastic general equilibrium (DSGE) model. We describe very briefly our forecast and its change since March 2023.| Liberty Street Economics
This post presents an update of the economic forecasts generated by the Federal Reserve Bank of New York’s dynamic stochastic general equilibrium (DSGE) model. We describe very briefly our forecast and its change since December 2022. Note that this forecast was produced on February 27, and hence should be viewed as reflecting the state of the economy before the current banking sector turmoil.| Liberty Street Economics
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A recent New York–Northern New Jersey business survey finds that most businesses passed on at least some of recent higher tariffs to their customers.| Liberty Street Economics
The collapse of Silicon Valley Bank (SVB) and Signature Bank (SB) has raised questions about the fragility of the banking system. One striking aspect of these bank failures is how the runs that preceded them reflect risks and trade-offs that bankers and regulators have grappled with for many years. In this post, we highlight how these banks, with their concentrated and uninsured deposit bases, look quite similar to the small rural banks of the 1930s, before the creation of deposit insurance. ...| Liberty Street Economics
We’ll review how to prepare for a career in economics research, what an economics PhD program entails, and what types of opportunities it might bring.| Liberty Street Economics
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The surge in wage growth experienced by the U.S. economy over the past two years is showing some tentative signs of moderation. In this post, we take a closer look at the underlying data by estimating a model designed to isolate the persistent component—or trend—of wage growth. Our central finding is that this trend may have peaked in early 2022, having experienced an earlier rise and subsequent moderation that were broad-based across sectors. We also find that wage growth seems to be mod...| Liberty Street Economics
Supply chain disruptions have become a major challenge for the global economy since the start of the COVID-19 pandemic. Factory shutdowns (particularly in Asia) and widespread lockdowns and mobility restrictions have resulted in disruptions across logistics networks, increases in shipping costs, and longer delivery times. Several measures have been used to gauge these disruptions, although those measures tend to focus on selected dimensions of global supply chains. In this post, we propose a ...| Liberty Street Economics
Oil prices have increased by nearly 60 percent since the summer of 2020, coinciding with an upward trend in global inflation. If higher oil prices are the result of constrained supply, then this could pose some stagflation risks to the growth outlook—a concern reflected in a June Financial Times article, “Why OPEC Matters.” In this post, we utilize the demand and supply decomposition from the New York Fed’s Oil Price Dynamics Report to argue that most of the oil price increase over th...| Liberty Street Economics
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The key features of the recent inflation spike and subsequent moderation may look quite different in hindsight once further revisions have taken place.| Liberty Street Economics
How do firms set prices? What factors do they consider, and to what extent are cost increases passed through to prices? While these are important questions in general, they become even more salient during periods of high inflation. In this blog post, we highlight preliminary results from ongoing research on firms’ price-setting behavior, a joint project between researchers at the Federal Reserve Banks of Atlanta, Cleveland, and New York. We use a combination of open-ended interviews and a q...| Liberty Street Economics
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A puzzling feature of official U.S. employment statistics in recent years has been the increase in the gap between the nonfarm payroll and household employment numbers. This discrepancy is not trivial. From the end of 2021 though the end of 2024, net job gains in the payroll survey were 3.6 million larger than in the household survey. In this Liberty Street Economics post, we investigate one potential explanation for the emergence of this gap: a sharp rise in undocumented immigration during t...| Liberty Street Economics
Since World War II, the U.S. economy has experienced twelve recessions—one every sixty-four months, on average. Though infrequent, these contractions can cause considerable pain and disruption, with the unemployment rate rising by at least 2.5 percentage points in each of the past four recessions. Given the consequences of an economic downturn, businesses and households are perennially interested in the near-term probability of a recession. In this post, we describe our research on a relate...| Liberty Street Economics
One criticism of overdraft credit is that the fees seem borne disproportionately by low-income, Black, and Hispanic households. To investigate this concern, we surveyed around 1,000 households about their overdraft activity. Like critics, we find that these groups do tend to overdraft more often. However, when we control for respondents’ credit scores along with their socioeconomic characteristics, we discover that only their credit score predicts overdraft activity. While it’s not altog...| Liberty Street Economics
Nonbank financial institutions (NBFIs) constitute a variety of entities—fintech companies, mutual funds, hedge funds, insurance companies, private debt providers, special purpose vehicles, among others—that have become important providers of financial intermediation services worldwide. But what is the essence of nonbank financial intermediation? Does it have any inherent advantages, and how does it interact with that performed by banks? In this Liberty Street Economics post, which is base...| Liberty Street Economics
Persistent shortfalls in domestic savings, requiring funds from abroad to finance domestic investment spending, could be why the U.S. runs a trade deficit.| Liberty Street Economics
It is intuitive that workers with higher levels of education tend to earn more than workers with less education. However, it is also true that workers with more education are much more likely to be employed, and this employment advantage of education has, if anything, grown in recent years. In this post, we document profound differences in labor market outcomes by educational attainment. Drawing on the Economic Heterogeneity Indicators, we find that the gap in employment rates between workers...| Liberty Street Economics
This morning, the Center for Microeconomic Data at the New York Fed released the Quarterly Report on Household Debt and Credit updated through the first quarter of 2025. Over the first quarter, overall household debt rose by $167 billion. An increase of $199 billion in mortgage balances and modest increases in home equity lines of credit (HELOC) and student loans were offset by declines in auto loans and credit card debt of $13 billion and $29 billion, respectively. The decline in credit card...| Liberty Street Economics
A look at how an intricate network of interlinkages within the financial sector finances credit to the real sector.| Liberty Street Economics
Amid increasing pressure on the Chinese economy from China’s trade conflict with the U.S., assessing the strength of the Chinese economy will be an important watch point. In this post, we provide an update on China’s recent economic performance and policy changes. While China is likely to counter growth headwinds from the escalating trade tensions with additional policy stimulus, the country’s complex fiscal dynamics and the varying interpretations of the strength of its economic growth...| Liberty Street Economics
Stablecoins are crypto assets whose value is pegged to that of a fiat currency, usually the U.S. dollar. In our first Liberty Street Economics post, we described the rapid growth of stablecoins, the different types of stablecoin arrangements, and the May 2022 run on TerraUSD, the fourth largest stablecoin at the time. In a subsequent post, we estimated the impact of large declines in the price of bitcoin on cumulative net flows into stablecoins and showed the existence of flight-to-safety dyn...| Liberty Street Economics
An analysis of data related to decentralized finance (DeFi), used to explore how access to private transactions affects a block builder’s share of profits.| Liberty Street Economics
Corporate bonds are a key source of funding for U.S. non-financial corporations and a key investment security for insurance companies, pension funds, and mutual funds. Distress in the corporate bond market can thus both impair access to credit for corporate borrowers and reduce investment opportunities for key financial sub-sectors. In a February 2021 Liberty Street Economics post, we introduced a unified measure of corporate bond market distress, the Corporate Bond Market Distress Index (CMD...| Liberty Street Economics
In our last post, we showed that the economic benefits of a college degree still far outweigh the costs for the typical graduate, with a healthy and consistent return of 12 to 13 percent over the past few decades. But there are many circumstances under which college graduates do not earn such a high return. Some colleges are much more expensive than average, and financial aid is not guaranteed no matter which college a student attends. In addition, the potentially high cost of living on campu...| Liberty Street Economics
A college degree was once viewed as a surefire ticket to a good job and a clear pathway for upward mobility. However, concerns about the rising cost of college and the struggles of recent college graduates to find good jobs have led many Americans to lose confidence in higher education. This shift in sentiment has become even more widespread since the pandemic, as opportunities and wages have grown for those without a degree as labor markets strengthened. Indeed, many have been left wondering...| Liberty Street Economics
A look at how global demand for oil could flatten with the growing use of low-carbon technologies and how this decline could affect global oil markets.| Liberty Street Economics
A look at shifts in households’ public policy expectations following the 2024 presidential election.| Liberty Street Economics