153 posts on "Inflation"
May 26, 2026
Assessing the Current State of Wage Inflation
Economists often look at nominal wage growth to gauge labor market imbalances, price pressures, and households’ spending ability. But to use wage growth for these purposes, it is important to look through short-run fluctuations and retrieve underlying wage inflation. In this post, we use our own measure of wage growth persistence—called Trend Wage Inflation (TWIn in short)—to summarize what we learned from wage growth behavior in the past years and draw conclusions for what may lie ahead. Since peaking in late 2021, TWIn has been on a steady decline, reaching levels near those of the 2017-19 period. In the past few months, however, this decline seems to have lost momentum. Our analysis shows that most of the decline in TWIn between 2022 and 2025 was common across industries. Recently, however, a few sectors have shown a decoupling of wage growth dynamics.
May 20, 2026
AI’s Macroeconomic Challenges and Promises
In the third quarter of 2025, America’s largest tech firms for the first time spent more on capital investment than they earned from operations. The implication is that AI, a technology with the potential to make the economy more productive, is, for now, absorbing resources faster than it is generating returns. This post discusses how the tension between AI’s long-run promise and its short-run costs affects the outlooks for inflation, real activity, and financial stability.
March 4, 2026
Firms’ Inflation Expectations Return to 2024 Levels
Businesses experienced substantial cost pressures in 2025 as the cost of insurance and utilities rose sharply, while an increase in tariffs contributed to rising goods and materials costs. This post examines how firms in the New York-Northern New Jersey region adjusted their prices in response to these cost pressures and describes their expectations for future price increases and inflation. Survey results show an acceleration in firms’ price increases in 2025, with an especially sharp increase in the manufacturing sector. While both cost and price increases intensified last year, our surveys reveal that these do not contribute to firms believing that inflation will be on the rise in the short or longer term. In fact, firms’ inflation expectations have moderated compared to what was expected a year ago. Firms now anticipate inflation of 3 percent in the year ahead, lower than what was expected last year at this time. Importantly, like last year, longer-term inflation expectations also remain well anchored.
What’s Driving Rising Business Costs?
After a period of moderating cost increases, businesses faced mounting cost pressures in 2025. While tariffs played a role in driving up the costs of many inputs—especially among manufacturers—they represent only part of the story. Indeed, firms grappled with substantial cost increases across many categories in the past year. This post is the first in a three-part series analyzing cost and price dynamics among businesses in the New York-Northern New Jersey region based on data collected through our regional business surveys. Firms reported that the sharpest cost increases over the past year were for employee health insurance and utilities, followed by business insurance, and goods and materials inputs. Firms expect cost growth to moderate in 2026. Our second post will examine the sharp increase in employee health insurance costs in more detail and show that such rising costs dampened wage growth for some workers. The third post will analyze firms’ pricing behavior in light of these cost pressures, as well as firms’ inflation expectations.
February 17, 2026
Seeing Through the Shutdown’s Missing Inflation Data
Data releases for inflation have been scarce over the past four months due to the government shutdown. As a result, until January 22 no personal consumer expenditures (PCE) data were available beyond September and the consumer price index (CPI) had many missing entries for the one-month changes for October and November. In this post, we use an extended version of the New York Fed’s Multivariate Core Trend (MCT) inflation model to examine changes in underlying inflation over this period. The MCT model is well-suited to do so because it decomposes sectoral inflation rates into a trend (“persistent”) and a transitory component. In contrast to core (ex-food and energy) inflation, its aim is to remove all transitory factors, thus identifying the underlying trend. In addition, since the model can handle missing data—like for October—it can produce values for trend inflation for months where little or no data were released. Our findings suggest caution: while the fragmented data from November initially signaled a deceleration in price pressures, the integration of December data indicates that these reductions were largely transitory. Once the full data set is used, the aggregate trend for December stands at 2.83 percent, an increase from 2.55 percent in September.
February 5, 2026
Does the Phillips Curve Steepen When Costs Surge?
Inflation does not always respond to cost and demand pressures in the same way. When shocks are small, the mapping from costs to prices is roughly proportional—double the shock, double the inflation response. But when the economy is hit by large shocks, this proportionality breaks down. As the recent surge and subsequent decline of global inflation showed, price growth can accelerate—or decelerate—by more than one-for-one relative to the size of the disturbance. Economists refer to this pattern as nonlinear inflation dynamics. In this post, I discuss what these nonlinearities mean, how they relate to the slope of the Phillips curve discussed in a companion post, and how firm-level data can help us understand the mechanisms behind them.
February 4, 2026
Anatomy (not Autopsy) of the Phillips Curve
The relationship between inflation and real economic activity has long been central to debates in macroeconomics and monetary policy. At the core of this debate is the Phillips curve (PC), which measures how strongly inflation reacts to movements in economic conditions. The steepness of this curve matters enormously for monetary policy: if the PC is steeper, inflation rises faster during booms and falls faster in recessions, which entails central banks having to act more forcefully if they want to stabilize inflation around their target. Prior analysis found astonishingly small estimates of the slope of the PC, which suggests that the curve is “flat” (or even dead). In this post, I present evidence from coauthored research showing that, contrary to the conventional view, the Phillips curve is alive and steep, and it captures inflation volatility remarkably well once real marginal cost is used instead of standard real economic activity measures.
January 14, 2026
Understating Rising Quality Means Import Price Inflation Is Overstated
It is common for price measures to consider changes in quality. That is, a price index might fall even though listed prices are unchanged because the quality of the item has improved. An adjustment for quality captures the fact that consumers are effectively getting more for the same dollar when product quality rises. In practice, however, it is notoriously difficult to measure quality changes since it requires access to detailed data on all product characteristics that matter to consumers. We offer a novel method to infer quality changes and apply it to U.S. import price indices. When we account for quality improvements in this way, we find that the import price inflation based on official measures has been overstated, revealing that consumers have been getting more from their purchases of imported goods than what standard quality adjustments suggest.
November 24, 2025
How Businesses Set Prices—In Their Own Words
There has been a lot of interest in firms’ pricing decisions in the past few years—both during the inflation surge of 2021-23 and in the more recent rounds of tariff increases. In this post, we let firms speak for themselves about what factors they consider when adjusting prices in response to various shocks. The analysis is based on an ongoing research project, joint with the Atlanta and Cleveland Federal Reserve Banks, on how businesses set prices and the extent of passthrough of cost increases. In particular, we leverage the qualitative portion of the study based on open-ended interviews with senior decision-makers on how they approach pricing decisions in their firms. Rather than a uniform approach, a very nuanced picture emerges of businesses trying to balance competing objectives while keeping an eye on demand conditions for their products as well as on their direct competitors’ behavior in the market.
August 25, 2025
Are Financial Markets Good Predictors of R‑Star?
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 real interest rates implied by the bond market. But before declaring the death of this “low r‑star” era, a natural question to ask is: how reliable are market-based measures of r‑star? In this Liberty Street Economics post, we evaluate whether such measures provide additional information on future real interest rates beyond what is already contained in macroeconomic model-based estimates of r-star. Our findings suggest they do not, and we conclude that reports of the death of low r-star are greatly exaggerated.
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