Towards Increasing Complexity: The Evolution of the FX Market
Editor’s note: Since this post was first published, the first paragraph under the “Looking Forward” subhead has been updated to clarify the expected increase in the speed of FX transaction settlements. (Jan. 25, 2:30 p.m.)

The foreign exchange market has evolved extensively over time, undergoing important shifts in the types of market participants and the mix of instruments traded, within a trading ecosystem that has become increasingly complex. In this post, we discuss fundamental changes in this market over the past twenty-five years and highlight some of the implications for its future evolution. Our analysis suggests that maintaining a healthy price discovery process and fostering a level playing field among participants are areas to watch for challenges. The consequences of the evolution of the FX market—well beyond those anticipated twenty-five years ago—remain active areas of research and policy consideration.
An Overlooked Factor in Banks’ Lending to Minorities

In the second quarter of 2022, the homeownership rate for white households was 75 percent, compared to 45 percent for Black households and 48 percent for Hispanic households. One reason for these differences, virtually unchanged in the last few decades, is uneven access to credit. Studies have documented that minorities are more likely to be denied credit, pay higher rates, be charged higher fees, and face longer turnaround times compared to similar non-minority borrowers. In this post, which is based on a related Staff Report, we show that banks vary substantially in their lending to minorities, and we document an overlooked factor in this difference—the inequality aversion of banks’ stakeholders.
Measuring Price Inflation and Growth in Economic Well‑Being with Income‑Dependent Preferences

How can we accurately measure changes in living standards over time in the presence of price inflation? In this post, I discuss a novel and simple methodology that uses the cross-sectional relationship between income and household-level inflation to construct accurate measures of changes in living standards that account for the dependence of consumption preferences on income. Applying this method to data from the U.S. suggests potentially substantial mismeasurements in our available proxies of average growth in consumer welfare in the U.S.
Where Is R‑Star and the End of the Refi Boom: The Top 5 Posts of 2023

The topics covered on Liberty Street Economics in 2023 hit many themes, reflecting the range of research interests of the more than sixty staff economists at the New York Fed and their coauthors. We published 122 posts this year, exploring important subjects such as equitable growth and the economic impacts of extreme weather, alongside our deep and long-standing coverage of topics like inflation, banking system vulnerability, international economics, and monetary policy effects. As we close out the year, we’re taking a look back at the top five posts. See you again in 2024.
Does Trade Uncertainty Affect Bank Lending?

The recent era of global trade expansion is over. Faced with increased geopolitical risk, fragile foreign supply chains, and uncertainties in the international trade environment, firms are postponing entry into foreign markets and pulling back from foreign activities (IMF 2023). Besides its direct effects on real activity, the recent rise in trade uncertainty has potentially important implications for the financial sector. This post describes how the lending activities of U.S. banks were affected by the rise in trade uncertainty during the 2018-19 “trade war.” In particular, banks that were more exposed to trade uncertainty contracted lending to all of their domestic nonfinancial business borrowers, regardless of whether these borrowers were facing high or low uncertainty themselves. Furthermore, banks’ lending strategies exhibited the type of “wait-and-see” behavior usually found in corporate firms facing investment decisions under uncertainty, and the lending contraction was larger for those banks that were more financially constrained.
Dropping Like a Stone: ON RRP Take‑up in the Second Half of 2023

Take-up at the Overnight Reverse Repo Facility (ON RRP) has halved over the past six months, declining by more than $1 trillion since June 2023. This steady decrease follows a rapid increase from close to zero in early 2021 to $2.2 trillion in December 2022, and a period of relatively stable balances during the first half of 2023. In this post, we interpret the recent drop in ON RRP take-up through the lens of the channels that we identify in our recent Staff Report as driving its initial increase.
Hey, Economist! Outgoing Advisor Antoine Martin Reflects on How His New York Fed Perch Has Shaped His Work

Antoine Martin, an economist and financial stability advisor in the New York Fed’s Research and Statistics Group, will soon take up a new post at the Swiss National Bank (SNB), as head of its third department covering money markets/foreign exchange (FX). In that role, Martin, who is originally from Switzerland, also becomes one of three members of that central bank’s rate-setting governing board. Readers of Liberty Street Economics will be familiar with his byline, as he has written more than sixty posts presenting new research findings and policy analysis, all with an eye for breaking down the most complicated topics in clear terms. He took a few questions from publications editor Anna Snider about his experiences and future plans as he prepares to move on.
FHA First‑Time Buyer Homeownership Sustainability: An Update

An important part of the mission of the Federal Housing Administration (FHA) is to provide affordable mortgages that both promote the transition from renting to owning and create “sustainable” homeownership. The FHA has never defined what it means by sustainability. However, we developed a scorecard in 2018 that tracks the long-term outcomes of FHA first-time buyers (FTBs) and update it again in this post. The data show that from 2011 to 2016 roughly
21.8 percent of FHA FTBs failed to sustain their homeownership.
A Bayesian VAR Model Perspective on the Lagged Effect of Monetary Policy

Over the last few years, the U.S. economy has experienced unusually high inflation and an unprecedented pace of monetary policy tightening. While inflation has fallen recently, it remains above target, and the economy continues to expand at a robust pace. Does the resilience of the U.S. economy imply that monetary policy has been ineffectual? Or does it reflect that policy acts with “long and variable lags” and so we haven’t yet observed the full effect of the monetary tightening that has already taken place? Using a Bayesian vector autoregressive (BVAR) model, we show that economic activity has, indeed, been substantially stronger than would have been anticipated considering the rapid policy tightening. Still, the model expects a significant slowdown in 2024-25, even though short-term interest rates are forecasted to fall.
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.