Federal Reserve Economic Data

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Posts tagged with: "GDPC1"

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Overcoming the global crisis: USA, Japan, and Italy

Recent GDP data for Italy have rekindled concerns about how well some countries are moving out of the global financial crisis. Professor Justin Wolfers plotted a comparison between real GDP in Italy and the United States that shows the dismal Italian “recovery” and hints at the possibility of a triple-dip recession. (FRED lets you plot this graph pretty quickly.) Several Italian commentators have also made comparisons between Italy and Japan. But these FRED graphs show that the path of Japan’s GDP is more similar to that of U.S. GDP. And, as Professor Wolfers points out, U.S. GDP hasn’t been all that bad in an international context.

Italy’s GDP appears even more dismal if you consider real GDP per capita, which smooths out differences in population growth:

In terms of real GDP per worker (a ratio also used as a measure of labor productivity), Japan’s trend has diverged from the U.S. trend only since the global financial crisis. Because there is a tighter relationship between employment and GDP in the United States than in Japan, real GDP per worker in the United States hardly reveals a recession at all: As GDP was falling in 2008-09, the number of employed workers was also dropping. In Japan, however, workers were not being laid off in such large numbers, so the ratio declined more. Chalk that up to stark differences in the labor markets of these two countries.

Yet, the divergence of Japan from the United States is dwarfed by that of Italian real GDP per worker, showing a dismal protracted reduction since the global financial crisis.

How these graphs were created: The first and second graphs simply use data on real GDP and real GDP per capita, rebasing them to 100 in 2001 using the options under the “EDIT DATA SERIES” tab: Select “Index (Scale value to 100 for chosen period)” and choose the 2001 option. Note that this is a default option for rebasing the series, but one can also choose different dates. Construct the third graph as follows: Create the ratio of the original series (real GDP = a and civilian employees = b; a/b) and then apply the transformation “Index (Scale value to 100 for chosen period)” and again choose 2001. Finally, remove the legend axis on this last graph, which reduces the clutter.

Suggested by Silvio Contessi

View on FRED, series used in this post: CE16OV, GDPC1, ITAEMPTOTQPSMEI, JPNEMPTOTMISMEI, NAEXKP01ITA189S, NAEXKP01ITQ189S, NAEXKP01JPQ189S, NYGDPPCAPKDITA, NYGDPPCAPKDJPN, NYGDPPCAPKDUSA

The comovement of investment and GDP

There’s much more to the business cycle than fluctuations in GDP. There are all sorts of other variables that comove (that is, that fluctuate in more or less systematic ways) with GDP. It’s easy to understand that, when GDP is going up, the unemployment rate often is going down. Other series that comove may not be so easy to see.

Here we use a scatter plot (instead of a line graph) to show comovement between GDP and private investment. The cloud of points is clearly following a lower-left to upper-right path, which shows positive comovement. (Economists like to say that private investment is procyclical.) Note also that the range of the growth rate for private investment on the y axis is much wider than that for GDP on the x axis, reflecting that investment is much more volatile than GDP.

How this graph was created: Search for and select “Real Gross Private Domestic Investment,” then add the series “Real Gross Domestic Product.” Apply “Percent Change” to both series and select “Scatter” in the graph settings. If you wish, reduce the width of the lines in the settings of the first series.

Suggested by Christian Zimmermann

View on FRED, series used in this post: GDPC1, GPDIC1

The Taylor Rule

This graph shows in blue the Taylor Rule, which is a simple formula that John Taylor devised to guide policymakers. It calculates what the federal funds rate should be, as a function of the output gap and current inflation. Here, we measure the output gap as the difference between potential output (published by the Congressional Budget Office) and real GDP. Inflation is measured by changes in the CPI, and we use a target inflation rate of 2%. We also assume a steady-state real interest rate of 2%. These are a lot of assumptions, and you are welcome to change them on the graph by playing around with the formula to see how the Taylor Rule matches up with the effective federal funds rate. To read up on the Taylor Rule, see the original article or an article by former St. Louis Fed president William Poole.

How this graph was created: To create a new series from several series, first add the series by modifying the existing series in the “Graph” tab. Once you have assembled them all, expand the series section in the same tab and “create your own transformation.” Finally, as the axis legend has become unwieldy, remove it by checking off the mark in the graph tab.

Suggested by: Christian Zimmermann

Update: A previous version did not multiply the output gap by 100.

View on FRED, series used in this post: FEDFUNDS, GDPC1, GDPDEF, GDPPOT


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