Numerous studies have documented the rising dominance of large firms over the last few decades in many industrialized countries. Many research papers have focused on the potential negative effects of this increased market concentration, raising concerns about market power in both labor and product markets. In a new study, we investigate whether large firms also generate positive effects. Our research shows that large firms generate significant positive total factor productivity (TFP) spillove...| Liberty Street Economics
While the shocks from COVID-19 were concentrated in a handful of contact-intensive industries, they had rippling effects throughout the economy, which culminated in a considerable decline in U.S. GDP. In this post, we estimate how much of the fall in U.S. GDP during the pandemic was driven by spillover effects from the productivity losses of contact-intensive industries.| Liberty Street Economics
In a 2024 post, we showed that interdealer trading in benchmark U.S. Treasury notes and bonds concentrates on the last trading day of the month, likely due to passive investment funds’ turn-of-month portfolio rebalancing. In this post, we extend our trading activity analysis to the full range of Treasury securities and market segments. We find that trading is even more concentrated on the last trading day of the month for other types of Treasury securities and in the dealer-to-customer segm...| Liberty Street Economics
Recently instituted rule amendments have initiated a large migration of dealer-to-client Treasury repurchase trades to central clearing. To date, the main avenue used to access central clearing is Sponsored Service, a clearing product that has, until now, received little attention. This post highlights the results from a recent Staff Report which presents a deep dive into Sponsored Service. Here, we summarize the description of the institutional details of this service and its costs and benef...| Liberty Street Economics
The term “exorbitant privilege” emerged in the 1960s to describe the advantages derived by the U.S. economy from the dollar’s status as the de facto global reserve currency. In this post, we examine the exorbitant privilege that accrued to the Netherlands in the eighteenth century, when the Dutch guilder enjoyed global reserve currency status. We show how the private actions of financial institutions created and maintained this privilege, even in the absence of a central bank. While pri...| Liberty Street Economics
U.S. trade policy remains in flux. Nevertheless, important elements of the new policy regime are apparent in data through July. What stands out are the large differences in realized tariff rates by trading partner, ranging from less than 5 percent for Canada and Mexico to 15 percent for Japan and to 40 percent for China. This post shows that the bulk of cross-country differences in tariff rates is explained by two factors: the U.S.-Canada-Mexico free trade agreement and differing sales shar...| Liberty Street Economics
Over the past few months, New Jersey and Vermont have joined a growing number of U.S. states in requiring employers to include an estimated salary range in their online job listings. Has this push for greater pay transparency been effective? In this post, we use granular data on U.S. job postings from Lightcast to assess employers’ compliance with these new regulations. Focusing on the jurisdictions that adopted pay transparency laws early on, we find that many employers ignore pay transpar...| Liberty Street Economics
Digital currencies have grown rapidly in recent years. In July 2025, Congress passed the “Guiding and Establishing National Innovation for U.S. Stablecoins Act” (GENIUS) Act, establishing the first comprehensive federal framework governing the issuance of stablecoins. In this post, we place stablecoins in a historical perspective by comparing them to national bank notes, a form of privately issued money that circulated in the United States from 1863 through 1935.| Liberty Street Economics
In a companion post, we showed that during the bank run of spring 2023 investors were seemingly not concerned about bank risk broadly but rather became sensitized to the risk of only about a third of all publicly traded banks. In this post, we investigate how the Federal Reserve’s liquidity support affected investor risk perceptions during the run. We find that the announcement of the Fed’s novel Bank Term Funding Program (BTFP), and subsequent borrowings from the program, substantially r...| Liberty Street Economics
The U.S. dollar plays a central role in the global economy. In addition to being the most widely used currency in foreign exchange transactions, it represents the largest share in official reserves, international debt securities and loans, cross-border payments, and trade invoicing. The ubiquity of the U.S. dollar in global transactions reflects several key factors, including the depth and liquidity of U.S. capital markets, the size of the U.S. economy, the relatively low cost of converting d...| Liberty Street Economics
This post shares insights about whether recent developments, such as the pandemic and the sanctions on Russia, might affect the global roles of the dollar.| Liberty Street Economics
In response to the financial crisis nearly a decade ago, a number of regulations were passed to improve the safety and soundness of the financial system. In this post and our related staff report, we provide a new perspective on the effect of these regulations by estimating the cost of capital for banks over the past two decades. We find that, while banks’ cost of capital soared during the financial crisis, after the passage of the Dodd-Frank Act (DFA), banks experienced a greater decrease ...| Liberty Street Economics
The Chinese government has followed a “zero covid strategy” (ZCS) ever since the world’s first COVID-19 lockdowns ended in China around late March and early April of 2020. While this strategy has been effective at maintaining low infection levels and robust manufacturing and export activity, its viability is being severely strained by the spread of increasingly infectious coronavirus variants. As a result, there now appears to be a fundamental incompatibility between the ZCS and the gov...| Liberty Street Economics
Although there has been a notable deceleration in the pace of credit growth recently, the run-up in debt in China has been eye-popping, accounting for more than 60 percent of all new credit created globally over the past ten years. Rising nonfinancial sector debt was driven initially by an increase in corporate borrowing, which surged in 2009 in response to the global financial crisis. The most recent leg of China’s credit boom has been due to an important shift toward household lending. To...| Liberty Street Economics
China’s population is only growing at a 0.5 percent annual rate, its working-age cohort (ages 15 to 64) is shrinking, and the share of the population that is 65 and over is rising rapidly. Together, these trends will act as a significant restraint on the country’s economic growth. Nonetheless, there are reasons to conclude that growth will remain relatively strong going forward, most notably because the ongoing shift from rural to urban jobs will continue to boost labor productivity for s...| Liberty Street Economics
Debt in China has increased dramatically in recent years, accounting for roughly one-half of all new credit created globally since 2005.| Liberty Street Economics
In a previous post, we provided background information about the emergence of tokenized investment funds and their use cases. These use cases are currently limited to the digital asset ecosystem. However, the recent approval of cryptocurrency exchange-traded funds (ETFs) and the passage of the GENIUS Act raise concerns about the impact of these tokenized investment fund to the broader financial system. In this post, we assess this impact by considering three economic mechanisms based in part ...| Liberty Street Economics
A blockchain is a distributed database where independent computers across the world maintain identical copies of a transaction record, updating it only when the network reaches consensus on new transactions—making the history transparent and extraordinarily difficult to alter. Historically, bonds have traded almost entirely in over-the-counter (OTC) markets, while equities and money market fund shares have largely settled through centralized infrastructures such as stock exchanges and cen...| Liberty Street Economics
Global factors, like monetary policy rates from advanced economies and risk conditions, drive fluctuations in volumes of international capital flows and put pressure on exchange rates. The components of international capital flows that are described as global liquidity—consisting of cross-border bank lending and financing of issuance of international debt securities—have sensitivities to risk conditions that have evolved considerably over time. This risk sensitivity has been driven, in pa...| Liberty Street Economics
A look at the economic forecasts generated by the Federal Reserve Bank of New York’s dynamic stochastic general equilibrium (DSGE) model.| Liberty Street Economics
Supply chain disruptions continue to be a major challenge as the world economy recovers from the COVID-19 pandemic. In a January post, we presented the Global Supply Chain Pressure Index (GSCPI) as a parsimonious global measure that encompasses several indicators used to capture supply chain disruptions. The main purpose of this post is to provide an update of the GSCPI through February 2022. In addition, we use the index’s underlying data to discuss the drivers of recent moves in the GSCPI...| Liberty Street Economics
The United States has experienced a considerable rise in inflation over the past year. In this post, we examine how consumers’ inflation expectations have responded to inflation during the pandemic period and to what extent this is different from the behavior of consumers’ expectations before the pandemic. We analyze two aspects of the response of consumers’ expectations to changing conditions. First, we examine by how much consumers revise their inflation expectations in response to in...| Liberty Street Economics
After a sharp decline in the first few months of the COVID-19 pandemic, inflation rebounded in the second half of 2020 and surged through 2021. This post analyzes the drivers of these developments through the lens of the New York Fed DSGE model. Its main finding is that the recent rise in inflation is mostly accounted for by a large cost-push shock that occurred in the second quarter of 2021 and whose inflationary effects persist today. Based on the model’s reading of historical data, this ...| Liberty Street Economics
This post presents an updated estimate of inflation persistence, following the release of personal consumption expenditure (PCE) price data for December 2022. 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 January 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 o...| Liberty Street Economics
Inflationary pressures—their determinants and evolution—continue to dominate policy discussions. In this post, we provide a simple framework to analyze the determinants of different measures of inflation and use it to lay out a risk-scenario analysis. We find that global supply factors captured by the New York Fed’s Global Supply Chain Pressure Index (GSCPI) are strongly associated with inflationary developments measured by the producer price index (PPI) and by the c0nsumer price index ...| 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 September 2022.| Liberty Street Economics
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
The swift advancement of artificial intelligence (AI) has sparked significant concern that this new technology will replace jobs and stifle hiring. To explore the effects of AI on employment, our August regional business surveys asked firms about their adoption of AI and if they had made any corresponding adjustments to their workforces. Businesses reported a notable increase in AI use over the past year, yet very few firms reported AI-induced layoffs. Indeed, for those already employed, our ...| Liberty Street Economics
Bank supervisors, industry analysts, and academic researchers rely on a range of metrics to track the health of both individual banks and the banking system as a whole. Many of these metrics focus on bank solvency—the likelihood that a bank will be able to repay its obligations and thus retain its funding and continue to supply services to consumers, businesses, and other financial institutions. We draw on our recent research to describe a new solvency metric that is more forward-looking, m...| Liberty Street Economics
Understanding the economic and financial consequences of natural disasters is a major concern for researchers and policymakers. The way in which overlapping natural disaster systems interact, as exemplified by the recent fires in Los Angeles being exacerbated by strong winds, is a major area of study in environmental science but has received comparatively little attention in the economics literature. Examining these potential interactions would likely be important for financial institutions, ...| Liberty Street Economics
Recently, there has been renewed attention on the natural rate of interest—often referred to as “r-star”—and whether it has risen from the historically low levels that prevailed before the COVID-19 pandemic. The natural interest rate is the real (inflation-adjusted) interest rate expected to prevail when supply and demand in the economy are in balance and inflation is stable. Some commentators claim that the prior decline in r‑star has reversed, pointing to the recent rise in future...| Liberty Street Economics
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
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
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
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
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
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
“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
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
A look at U.S. banking system vulnerability using four analytical models and updated data through the second quarter of 2024.| 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 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
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
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
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
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
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
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
In the literature on monetary policy spillovers considered in the two previous posts, countries that would otherwise operate independently are connected to one another through bilateral trade relationships, and it is assumed that there are no frictions in currency, financial, and asset markets. But what if we introduce a number of real-world complexities, such as a dominant global currency and tight linkages across international capital markets? Given these additional factors, is it still pos...| Liberty Street Economics
As covered in the first post in this series, the international transmission of monetary policy shocks features positive output spillovers when the so-called expenditure-switching effect is sufficiently large. Departing from textbook analysis, this post zooms in on the implications of differences across market participants with respect to their consumption preferences and ability to insure against income risk. The key message is that these features can, at least theoretically, change the impac...| Liberty Street Economics
