Federal Reserve Economic Data

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A V-shaped recovery

Tracking GDP in the G-7 through COVID-19

The pandemic-driven recession started in the first quarter of 2020. After a  year, it appears the recession is nearly at an end. The FRED graph above tracks this downturn in GDP for countries in the G-7, all indexed to 100 in Q4 2019.

The full legend is large, so we’ve removed it from this graph. Simply mouse over the graph to read the series titles and identify the countries: solid red = U.S., purple dash-dots = Japan, green dots = Canada, orange dots = France,  green dashes = Germany,  solid gray = Italy, and blue dash-dots = U.K.  

GDP dropped sharply in all countries in Q2 2020. The worst-hit country was the U.K., where GDP dropped by more than 20%. The least-impacted country was Japan, with a drop of less than 10%.

GDP levels have been recovering; but as of Q1 2021, they’re all still below their Q4 2019 levels. U.S. GDP is only 1% below its Q4 2019 level, France’s and Germany’s are more than 4% down, and Italy’s is still 7% down. First-quarter data for Japan and the U.K. aren’t yet available, but as of Q4 2020, their GDPs were down 1% and 7%, respectively.

G-7 countries haven’t yet achieved a full V-shaped recovery from the COVID-19 recession, but keep watching this graph as it updates with new data.

How this graph was created: Search for and select one of the series. From the “Edit Graph” panel, use the “Add Line” tab to add the 6 other series. From the “Edit Lines” panel, select “Index (Scale value to 100 for chosen date)” in “Units.” Select 2019-10-01 as the date for the custom index and select “Copy to all.” In the “Format” panel, select line styles and colors as desired, set recession shading to “On,” and (if desired) deselect “Title” in the “Show” section. Using the blue sliding bar at the bottom of the graph, adjust the timespan to start in Q4 2019.

Suggested by Iris Arbogast and Yi Wen.

The distribution of patents across U.S. states

Tracking innovation for Californians, Massachusettsans, Idahoans, Mainers, etc. etc.

FRED Blog posts have discussed patent royalties, R&D, and the balance of payments and the changing geography of U.S. innovation. Today, we tap into a recently added data set from the U.S. Patent and Trademark Office to discuss the distribution of patented new ideas across U.S. states.

The GeoFRED map above shows the number of patents registered in each state during 2019, which is the latest available data point as of this writing. The total number of new patents for the whole country was 186,022, and the map illustrates their uneven geographical distribution. While California recorded 50,667 patents, Maine recorded 249. That might be expected simply because the population isn’t evenly distributed across the country: For each Mainer, there are 29 Californians. But it’s not all about population.

The second graph shows the number of patents divided by the number of persons (in thousands) residing in each state in 2019. At the top of the graph is Massachusetts, with 1.31 patents per 1,000 residents. California is a close second, despite the fact that there are almost 8 Californians for each Massachusettsan.

Let’s take another example: West Virginia and Idaho are the two most similar states in terms of population size, yet Idahoans record 6.4 times more patents than West Virginians.

Factors like the presence of large cities, institutions of higher education, particular industries, and research centers help explain the disparities in the numbers of patents per person.

How this map was created: The original post referenced an interactive map from our now discontinued GeoFRED site. The revised post provides a replacement map from FRED’s new mapping tool. To create FRED maps, go to the data series page in question and look for the green “VIEW MAP” button at the top right of the graph. See this post for instructions to edit a FRED map. Only series with a green map button can be mapped.

Suggested by Diego Mendez-Carbajo.

The jump in used car prices

Economic restrictions related to the COVID-19 pandemic are being loosened, and economic activity is beginning to pick up. That’s expected to generate temporary increases in consumer price inflation. Over the past few months, prices for energy commodities and services have increased. But the largest monthly change in the April 2021 CPI belonged to another sector: used cars and trucks.

The FRED graph above shows that year-over-year growth in used vehicle prices reached 21% in April 2021, up from an already elevated 9.4% in March 2021. This is especially remarkable given that the general increase in the price level as of April was 4.2%. Used vehicle prices haven’t increased this much since December 1981, when they measured 21% and general inflation was 8.9%. Prior to 2020, the last time used vehicle prices had a monthly increase of more than 10% was between September 2009 and 2010. So how did this come about?

Comparing Beige Books in 2020 and 2021

A look back at economic conditions a year ago can help shed some light. In the April 2020 Beige Book, compiled around the time the country initiated restrictions on economic activity, auto dealers reported “significantly lower used car prices and a greater tendency to sell new cars for less than their sticker price.” Rental car agencies, the largest seller of used vehicles, responded to the lack of demand for their services by offloading excess inventory of used vehicles, increasing the supply of used vehicles and putting downward pressure on their prices.

The April 2021 Beige Book, however, tells a very different story. With demand recovering, rental companies are building up their fleets again, leaving fewer options for other used vehicle buyers. Not only has consumer spending activity increased moderately, lack of new vehicle inventory has been a “major issue,” in part due to semiconductor shortages that have created supply chain issues for vehicle manufacturers. All this has pushed more consumers to consider purchasing used vehicles. In the past, a glut in the supply of new vehicles would be absorbed into the used vehicle market over time, keeping prices low with a steady supply of off-lease and trade-in vehicles.

Trends over time

This blog has discussed trends for vehicle sales in general, but let’s stick with used vehicle prices and add some historical context. Before the current recession, annual growth in used vehicle prices hadn’t hit 3% since May 2012 and remained largely flat during the period from 2013 to 2020. Indeed, this trend goes back well over two decades: As measured by the CPI, used vehicle prices were largely flat or falling going back to 1997.

So the current spike in prices feels more like a correction after a lengthy stretch of falling prices. A 21% annual rise in prices is extraordinary, but it came about due to a unique and unprecedented set of economic conditions now impacting the supply of vehicles. Looking at how and why it happened gives us a better understanding of where things stand.

How this graph was created: Search FRED for “CPI new cars” and click on the right series. From the “Edit Graph” panel, use the “Add Line” tab to search for and select “CPI used cars.” Select units “Percent change from year ago” and click on “Select for all.” Finally, restrict the sample to start in May 1996.

Suggested by Nathan Jefferson.

View on FRED, series used in this post: CUSR0000SETA01, CUSR0000SETA02


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