The FRED® Blog

Engel’s law is still good food for thought

If your income rose by 15%, would your spending also rise by 15%? Maybe. But would all your spending rise by that amount? Ernst Engel surveyed households and published his results in 1857: He found that spending on food did not rise in proportion to a rise in income. Food is clearly a necessity; we all need some. And households that become wealthier will likely increase spending on food to some degree. But the increase in food consumption will be proportionately less than the increase in income.

Engel’s law is remarkably consistent. For the U.S., we can simply take food expenditures in the national account and divide it by GDP. This ratio is pretty much in continuous decline, with the exception of recessionary periods when incomes drop more than usual from unemployment or reduced work time. Engel’s law has held steady for 160 years.

A primer on income elasticity of demand: Food in general is a “normal good,” which means its consumption rises as income rises. It’s a specific type of normal good, though—a “necessity good”—which rises as income rises, but less than one for one. A more formal description is that food has an income elasticity of demand between 0 and 1. Another type of normal good is a “luxury good”—for example, a yacht. Its consumption rises more than one for one as income rises, so its income elasticity of demand is above 1. Consumption of an “inferior good”—for example, bus tickets—actually declines as income rises. Its income elasticity of demand is below 0.

How this graph was created: Search for “food expenditure,” and you’ll see many price indices. To speed up your search, click on the “consumption” tag in the side bar. Once you add the series shown here, open the “Edit Graph” panel and another series to Line 1: GDP. Then apply formula a/b.

Suggested by Christian Zimmermann.

View on FRED, series used in this post: DFXARC1Q027SBEA, GDP

A marginal look at bank margins

How have banks performed over recent years in this environment of very low interest rates? Banking can be complex, so it’s difficult to pinpoint exactly how low interest rates affect banks’ bottom lines. But there’s a simple measure in FRED that we can examine: the net interest margin. It calculates the ratio of a bank’s net income from assets to the level of those assets. (Put another way, it’s the interest banks earn on investments minus the interest they pay to their lenders and depositors divided by the total level of their interest-earning assets.) Of course, the devil is in the details, and the note on the FRED series page captures some of those details.

Did the lending rate decline less than the cost of funds? Or are margins being squeezed by the low interest rates? The graph seems to imply the latter, but it also shows a general tendency toward lower margins over the span of two decades, which hints that more may be at play here. Maybe widespread use of computers in the management of deposits and credits allowed banks to reduce costs and thus margins. Maybe there’s been increased competition. Maybe something else entirely…

How this graph was created: Search for “net interest margin” and add it to the graph.

Suggested by Christian Zimmermann.

View on FRED, series used in this post: USNIM

Sources of household income

The National Income and Product Accounts (NIPA) provide a wealth of economic insights by separating data into different classes, one of them being households. FRED makes it especially easy to examine the sources of household income by providing release tables. Here, we used the table for personal income to create the graph above.

Probably to no one’s surprise, wages and salaries make up the largest share of household income. But this share has been steadily shrinking, from 63% in 1947 to 49% today. Proprietors’ income (the income of the self-employed) has also shrunk, from 19% down to 9%.

Obviously, other shares must be growing. Capital income has grown from 8% to 14%. Supplements to wages and salaries (benefits for health, retirement, vacation, etc.) have grown from 5% to 12%. And transfers from the government have grown the most, from 5% to 17%.

How this graph was created: From the Personal Income release table, select these five series and click “Add to Graph.” In the “Edit Graph” tab, go to the “Format” tab to select graph type “Area” and stacking type “Percent.” FYI: FRED lets you change the order of the series as you wish. [NOTE: This stacked area graph displays each of the series as a percent of the total of all five series shown here. The original units of the series are billions of dollars.]

Suggested by Christian Zimmermann.

View on FRED, series used in this post: A038RC1Q027SBEA, A577RC1Q027SBEA, PROPINC, W210RC1Q027SBEA, WASCUR


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