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Journal Article
Business Dynamics in the United States and the Fifth District
Discussion Paper
What Businesses Are Saying: Tentative Momentum As Renewed Uncertainty Looms
After navigating 2025's challenges, firms entered 2026 with cautious optimism. They felt more confident in their own resilience and half joked that the new year could not possibly throw as many curve balls as the last one. Through mid-January, this optimism, however, had not translated into major hiring or investment decisions. While firms felt more upbeat, they were still hesitant. You can read more about how firms began the year in January's "What Businesses Are Saying."In this post, we explore how reported conditions have evolved since, drawing from conversations in early February to ...
Discussion Paper
What Businesses Are Saying: The Economy Kept Chugging Along
Working Paper
Using the Kalman filter to smooth the shocks of a dynamic stochastic general equilibrium model
This paper shows how to use the Kalman filter (Kalman 1960) to back out the shocks of a dynamic stochastic general equilibrium model. In particular, we use the smoothing algorithm as described in Hamilton (1994) to estimate the shocks of a sticky-prices and sticky-wages model using all the information up to the end of the sample.
Discussion Paper
What Businesses Are Saying: Activity Up, but Expectations Mixed
The Richmond Fed is an on-the-ground Reserve Bank. Our economic sensing team is constantly in the Fifth District, meeting with firms across industries to put together — piece by piece — a picture of where the economy stands. With the help of a robust network of business leaders willing to share what they're seeing, thinking and planning, we can get a regular pulse on the economy and check in on specific sectors as needed on an ad hoc basis.On-the-ground sensing provides critical information toward our real-time understanding of the economy. Sensing is a supplement to our in-house surveys ...
Working Paper
Transparency, expectations, and forecasts
In 1994, the Federal Open Market Committee (FOMC) began to release statements after each meeting. This paper investigates whether the public?s views about the current path of the economy and of future policy have been affected by changes in the Federal Reserve?s communications policy as reflected in private sector?s forecasts of future economic conditions and policy moves. In particular, has the ability of private agents to predict where the economy is going improved since 1994? If so, on which dimensions has the ability to forecast improved? We find evidence that the individuals? forecasts ...
Working Paper
Examining contributions to core consumer inflation measures
The purpose of this paper is to examine the composition of inflation over time. The authors calculate the contributions to inflation for individual series of the consumer price index (CPI) and personal consumption expenditures price index (PCEPI) and then aggregate those contributions into major consumer expenditure categories. This technique provides a wealth of information concerning aggregate inflation behavior in a concise way, enabling the authors to describe the composition of inflation at any point in time. A particularly important benefit of this method is that it allows them to ...
Journal Article
Decomposing inflation
As U.S. core inflation measures have declined in recent years, analysts have renewed their efforts to understand inflation dynamics. A common approach to this issue is to make inferences about how price changes of major components affect the aggregate inflation rate. This article takes a more rigorous approach, calculating and plotting the precise contributions of major consumer expenditure categories to core inflation measures over time. ; This technique has distinct advantages. It highlights the underlying trends in inflation, enabling analysts to make more informed inferences about the ...
Discussion Paper
Why Businesses Say Tariffs Have a Delayed Effect on Inflation
Ever since new tariffs were enacted in early 2025, a key policy question has been what is the extent to which businesses will pass tariff costs through to prices, and when? The effects of a tariff are rarely straightforward, given, among other things, competitive dynamics and the challenges of implementation, but the historically large and changing nature of these tariffs have created additional levels of uncertainty over the effects.In uncertain times, anecdotal evidence from businesses can be especially insightful. We are learning how businesses are reacting to tariffs through the Richmond ...
Journal Article
District Digest: The Unconventional Oil and Gas Boom