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Discussion Paper
Gauging Unemployment Rates When Workers Are on the Sidelines
Discussion Paper
Are Signs of Labor Market Normalization Reflected in Wage Growth?
There have been two salient features of the U.S. economy in the past two years: a tight labor market and high inflation. In the Richmond Fed business surveys, the tight labor market has manifested in a high employment index combined with a low availability of skills index; high inflation has corresponded with extreme elevation in our survey's measures of growth in prices paid and prices received. Recently, all of these survey measures have either reached or made notable progress toward reaching more historically normal levels. It is hard to imagine, however, a rebalanced labor market or ...
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
Mapping Outcomes Across Rural and Urban Communities
How different are economic outcomes across rural and urban communities? What factors are at the heart of these differences? This year, we've been building our data products to help data users and local and state leaders gain quick insight into geographic differences across a range of indicators. This Regional Matters post presents several of the rural-urban comparison maps we've created, along with complementary data visualizations. We focus specifically on rural-urban differences in employment and educational attainment to highlight how these visualizations can be used.
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
Inflation and the Price Expectations of Firms
n the spring of 2021, inflation started to climb above the Federal Open Market Committee's (FOMC) 2 percent target. By June 2022, the inflation rate had increased to territory not seen since the early 1980s – year-over-year growth in the Consumer Price Index (CPI) reached 9.1 percent, while growth in the Personal Consumption Expenditures Price Index (PCEPI), which is followed most closely by the FOMC, hit 7.0 percent. The most recent inflation readings are still extremely elevated—7.7 percent for the CPI (October 2022) and 6.2 percent for the PCEPI (September 2022).
Journal Article
Smoothing the shocks of a dynamic stochastic general equilibrium model
In some ways, the recession of 2001 and the recovery that followed it were unique: During the recession, the contraction in measured output was driven almost entirely by a retrenchment in business capital spending while consumer spending and residential investment remained positive. And the recovery was marked by moderate, uneven gross domestic product growth and job market weakness that were historically unusual. These events raise questions about the conventional wisdom on post?World War II business cycles. ; To help answer these questions, the authors use a general equilibrium model with ...
Discussion Paper
How to Get the (High-Skilled) Workers?
Over the past year, the labor market has been extremely tight, with record high job openings and historically low unemployment. So, it's no surprise that firms have struggled to find workers. To overcome hiring challenges, firms have been using various strategies, the most common of which is wage increases. Those strategies may be paying off to some extent: Our Fifth District business surveys suggest that the worst of the challenge finding workers has passed. Nonetheless, firms are still reporting difficulties, and our most recent survey revealed a notable shift in the type of workers firms ...
Discussion Paper
A Penny for Your Thoughts? How Survey Comments Help Us Understand Our Region’s Labor Market
We regularly report the quantitative results from the Richmond Fed business surveys, but participants' comments also provide useful context for changes in local business conditions. Most recently, a survey of human resources professionals complemented our surveys of area businesses. The comments from both surveys have provided insight into the region's labor market, as well as indicated that the persistent challenge of finding workers has led executives and recruiters to intensify their efforts and expand the tools they use to attract workers.