Federal Reserve Economic Data

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Foreign direct investment

This FRED graph plots quarterly foreign direct investment (FDI) flows into the U.S. as a percent of GDP. And what is FDI? It’s the flow of capital across borders when a firm owns a company in another country. But it’s more than simply owning stock in a foreign company: It implies that the investor is directly involved in the foreign company’s day-to-day operations.

FDI is beneficial to job creation and a country’s growth. In the U.S., it began to pick up after 1975 and spiked in the late-1990s and early 2000s, corresponding with the tech bubble. During recessions, which are represented in the graph by shaded bars, FDI systematically falls. Since the Great Recession, average FDI flows have been higher than in previous decades, ranging from 1% to 2% of GDP each quarter.

How this graph was created: Search for and select “Rest of the world; foreign direct investment in U.S.; asset, flow series (ROWFDIQ027S).” From the “Edit Graph” panel, use the customize data option to add the nominal quarterly GDP series (GDP). In the formula box, type ((a/1000)/b)*100 and click “Apply.”

Suggested by Brian Reinbold and Paulina Restrepo-Echavarria.

View on FRED, series used in this post: GDP, ROWFDIQ027S

100 years of industrial production data

In 1922, the Federal Reserve Board began offering its industrial production index, with data starting in January 1919—which means we now have 100 years of data!

This series has been extremely useful in helping us gauge the state of the economy: At first, industrial production was basically the only data series available before the computation of GDP; and the data are published more frequently and quickly than GDP data. The disadvantage is that industrial production doesn’t encompass the entire U.S. economy. In fact, it has encompassed less and less as the economy has matured into primarily a service economy.

For more about the history of the industrial production index, see the Federal Reserve Board press release and the Federal Release Bulletin on FRASER, which contains the first set of data.

How this graph was created: Search for “industrial production” or click on “industrial production” on the FRED homepage.

Suggested by Christian Zimmermann.

View on FRED, series used in this post: INDPRO

How to gauge the world’s banking markets? Look to the World Bank

How competitive are countries’ banking markets? It’s a complicated question that requires some thought and effort to answer: First, there are several ways to measure competition. One way is to measure the concentration of market shares. But this method isn’t perfect because there may still be substantial competition in a market with few players. Another way is to look at markups—that is, the difference between the price charged and the marginal cost (the cost of one additional produced item). The problem here is that it’s difficult to directly observe those costs, so the costs need to be inferred.

Thankfully, FRED has data that already have the measurements built in: World Bank economists Asli Demirguc-Kunt and Maria Soledad Martinez Peria devised a way to measure banking competition, and the World Bank has published these so-called Lerner indices for a few countries and a few years. The graph above includes competition indices for the U.S., Canada, Switzerland, and the U.K., where smaller numbers indicate more competition. It seems that bank competition in the U.S. is relatively stable, with a slight trend toward less competition. The U.K. seems to endure wild swings, with a similar trend. Smaller countries such as Canada and Switzerland don’t necessarily have less competition due to their smaller market sizes. In fact, the Swiss banking market seems to be even more cut-throat since the Great Recession, likely because some interest rates are negative. The opposite happened in Canada, which hasn’t been affected as much by the previous financial crisis.

How this graph was created: Search for “Lerner index,” select the chosen countries, and click “Add to Graph.”

Suggested by Christian Zimmermann.

View on FRED, series used in this post: DDOI04CAA066NWDB, DDOI04CHA066NWDB, DDOI04GBA066NWDB, DDOI04USA066NWDB


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