Solved Problem: Do Dating Apps Have a Principal-Agent Problem?

Supports: Macroeconomics, Chapter 5, Section 5.3 or Chapter 6, Section 6.1; Microeconomics and Economics, Chapter 7, Section 7.3 or Chapter 8, Section 8.1.

Image from Reuters via the Wall Street Journal.

A recent paper by Iyah Rahwan, of the Max Planck Institute for Human Development in Berlin Germany, and colleagues raises the possibility that dating apps, like Tinder, OkCupid, and Bumble, may have a principal-agent problem. Dating apps—like nearly all other subscription apps—generate more income if subscribers pay for the app over a longer period of time. Many people use dating apps in the hope of connecting with another app user with whom they can have a long-term relationship.

a. What is the principal-agent problem?

b. Explain whether dating apps may have a principal-agent problem. If they do, who is the principal and who is the agent?

c. How does your answer to part b. affect your estimate of how likely people using dating apps are to find a long-term relationship using these apps?

Solving the Problem

Step 1:  Review the chapter material. This problem is about the principal-agent problem, so you may want to review either of the two sections in which the principal-agent problem is discussed:  Macroeconomics, Chapter 5, Section 5.3, “Information Problems and Externalities in the Market for Health Care” or Chapter 6, Section 6.1, “Types of Firms” (Microeconomics and Economics, Chapter 7, Section 7.3 or Chapter 8, Section 8.1.)

Step 2: Answer part a. by defining “principal-agent” problem. Principal-agent is defined in the textbook this way: A problem caused by an agent pursuing the agent’s own interests rather than the interests of the principal who hired the agent.

Step 3: Answer part b. by explaining why dating apps may have a principal-agent problem and by identifying who is the principal and who is the agent in this situation. With dating apps, the principal is the app user who, typically, uses the app to help find a partner for a long-term relationship. The owners of the dating app are the agent because they have been hired by the app user to help the user achieve the goal of starting a long-term relationship. Unfortunately, the owners of the dating app have a different goal than does the app user. The goal of the owners is to have users keep subscribing to the app. Anyone who finds a long-term relationship using the app is likely (we hope!) to drop his or her subscription to the app. Therefore, whereas the app user would like to quickly find a partner for a long-term relationship, the owners of the app want the app user to take a long time to find such a partner.

Step 4: Answer part c. by discussing how the principal-agent problem may affect the likelihood of someone using a dating app successfully finding someone for a long-term relationship. The answer to part b. indicates that dating apps may have an incentive to make it somewhat more difficult to find a long-term relationship using the app—perhaps by employing a matching algorithm that doesn’t result in users easily finding good matches. Therefore, it’s likely that the principal-agent problem make it less likely that people using dating apps will successfully find a partner for a long-term relationship.

Source: Iyah Rahwan, et al., “Price of Anarchy in Algorithmic Matching of Romantic Partners,”  ACM Transactions on Economics and Computation, Vol. 12, No. 1, pp. 1-25.

H/T Nicholas Christakis on X.

How Will the Fed React to Another High Inflation Report?

In a recent podcast we discussed what actions the Fed may take if inflation continues to run well above the Fed’s 2 percent target. We are likely a step closer to finding out with the release this morning (April 10) by the Bureau of Labor Statistics (BLS) of data on the consumer price index (CPI) for March. The inflation rate measured by the percentage change in the CPI from the same month in the previous month—headline inflation—was 3.5 percent, slightly higher than expected (as indicated here and here). As the following figure shows, core inflation—which excludes the prices of food and energy—was 3.8 percent, the same as in January.

If we look at the 1-month inflation rate for headline and core inflation—that is the annual inflation rate calculated by compounding the current month’s rate over an entire year—the values seem to confirm that inflation, while still far below its peak in mid-2022, has been running somewhat higher than it did during the last months of 2023. Headline CPI inflation in March was 4.6 percent (down from 5.4 percent in February) and core CPI inflation was 4.4 percent (unchanged from February). It’s worth bearing in mind that the Fed’s inflation target is measured using the personal consumption expenditures (PCE) price index, not the CPI. But CPI inflation at these levels is not consistent with PCE inflation of only 2 percent.

As has been true in recent months, the path of inflation in the prices of services has been concerning. As we’ve noted in earlier posts, Federal Reserve Chair Jerome Powell has emphasized that as supply chain problems have gradually been resolved, inflation in the prices of goods has been rapidly declining. But inflaion in services hasn’t declined nearly as much. Last summer he stated the point this way:

“Part of the reason for the modest decline of nonhousing services inflation so far is that many of these services were less affected by global supply chain bottlenecks and are generally thought to be less interest sensitive than other sectors such as housing or durable goods. Production of these services is also relatively labor intensive, and the labor market remains tight. Given the size of this sector, some further progress here will be essential to restoring price stability.”

The following figure shows the 1-month inflation rate in services prices and in services prices not included including housing rent. Some economists believe that the rent component of the CPI isn’t well measured and can be volatile, so it’s worthwhile to look at inflation in service prices not including rent. The figure shows that inflation in all service prices has been above 4 percent in every month since July 2023. Inflation in service prices increased from 5.8 percent in February to 6.6 percent in March . Inflation in service prices not including housing rent was even higher, increasing from 7.5 percent in February to 8.9 percent in March. Such large increases in the prices of services, if they were to continue, wouldn’t be consistent with the Fed meeting its 2 percent inflation target.

Finally, some economists and policymakers look at median inflation to gain insight into the underlying trend in the inflation rate. If we listed the inflation rate in each individual good or service in the CPI, median inflation is the inflation rate of the good or service that is in the middle of the list—that is, the inflation rate in the price of the good or service that has an equal number of higher and lower inflation rates. As the following figure shows, although median inflation declined in March, it was still high at 4.3 percent. Median inflation is volatile, but the trend has been generally upward since July 2023.

Financial investors, who had been expecting that this CPI report would show inflation slowing, reacted strongly to the news that, in fact, inflation had ticked up. As of late morning, the Dow Jones Industrial Average had decline by nearly 500 points and the S&P 5o0 had declined by 59 points. (We discuss the stock market indexes in Macroeconomics, Chapter 6, Section 6.2 and in Microeconomics and Economics, Chapter 8, Section 8.2.) The following figure from the Wall Street Journal shows the sharp reaction in the bond market as the interest rate on the 10-year Treasury note rose sharply following the release of the CPI report.

Lower stock prices and higher long-term interest rates reflect the fact that investors have changed their views concerning when the Fed’s Federal Open Market Committee (FOMC) will cut its target for the federal funds and how many rate cuts there may be this year. At the start of 2024, the consensus among investors was for six or seven rate cuts, starting as early as the FOMC’s meeting on March 19-20. But with inflation remaining persistently high, investors had recently been expecting only two or three rate cuts, with the first cut occurring at the FOMC’s meeting on June 11-12. Two days ago, Neel Kashkari, president of the Federal Reserve Bank of Minneapolis raised the possibility that the FOMC might not cut its target for the federal funds rate during 2024. Some economists have even begun to speculate that the FOMC might feel obliged to increase its target in the coming months.

After the FOMC’s next meeting on April 30-May 1 first, Chair Powell may provide some additional information on the committee’s current thinking.

Another Surprisingly Strong Employment Report

Photo from Reuters via the Wall Street Journal.

On Friday, April 5—the first Friday of the month—the Bureau of labor Statistics (BLS) released its “Employment Situation” report with data on the state of the labor market in March. The BLS reported a net increase in employment during March of 303,000, which was well above the increase that economists had been expecting. The previous estimates of employment in January and February were revised upward by 22,000 jobs. (We also discuss the employment report in this podcast.)

Employment increases during the second half of 2023 had slowed compared with the first half of the year. But, as the following figure from the BLS report shows, since December 2023, employment has increased by more than 250,000 in each month. These increases are far above the estimated increases of 70,000 to 100,000 new jobs needed to keep up with population growth. (But note our later discussion of this point.)

The unemployment rate had been expected to stay steady at 3.9 percent, but declined slightly to 3.8 percent. As the following figure shows, the unemployment rate has been remarkably stable for more than two years and has been below 4.0 percent each month since December 2021. The members of the Federal Open Market Committee (FOMC) expect that the unemployment rate for 2024 will be 4.0 percent, a forcast that is beginning to seem too high.

The monthly employment number most commonly reported in media accounts is from the establishment survey (sometimes referred to as the payroll survey), whereas the unemployment rate is taken from the household survey. The results of both surveys are included in the BLS’s monthly “Employment Situation” report. As we discuss in Macroeconomics, Chapter 9, Section 9.1 (Economics, Chapter 19, Section 19.1), many economists and policymakers at the Federal Reserve believe that employment data from the establishment survey provides a more accurate indicator of the state of the labor market than do either the employment data or the unemployment data from the household survey.

As we noted in a previous post, whereas employment as measured by the establishment survey has been increasing each month, employment as measured by the household surve declined each month from December 2023 through February 2024. But, as the following figure shows, this trend was reversed in March, with employment as measured by the household survey increasing 498,000—far more than the 303,000 increase in employment in establishment survey. This reversal may be another indication of the underlying strength of the labor market.

As the following figure shows, despite the substantial increases in employment, wages, as measured by the percentage change in average hourly earnings from the same month in the previous year, have been trending down. The increase in average hourly earnings declined from 4.3 percent February in to 4.1 percent in March.

The following figure shows wage inflation calculated by compounding the current month’s rate over an entire year. (The figure above shows what is sometimes called 12-month wage inflation, whereas this figure shows 1-month wage inflation.) One-month wage inflation is much more volatile than 12-month inflation—note the very large swings in 1-month wage inflation in April and May 2020 during the business closures caused by the Covid pandemic.

Wages increased by 6.1 percent in January 2024, 2.1 percent in February, and 4.2 percent in March. So, the 1-month rate of wage inflation did show an increase in March, although it’s unclear whether the increase was a result of the strength of the labor market or reflected the greater volatility in wage inflation when calculated this way.

Some economists and policymakers are surprised that low levels of unemployment and large monthly increases in employment have not resulted in greater upward pressure on wages. One possibility is that the supply of labor has been increasing more rapidly than is indicated by census data. In a January report, the Congressional Budget Office (CBO) argued that the Census Bureau’s estimate of the population of the United States is too low by about 6 million people. This undercount is attributable, according to the CBO, largely the Census Bureau having underestimated the amount of immigration that has occurred. If the CBO is correct, then the economy may need to generate about 200,000 net new jobs each month to accommodate the growth of the labor force, rather than the 80,000 to 100,000 we mentioned earlier in this post.

Federal Reserve Chair Jerome Powell noted in a press conference following the most recent meeing of the FOMC that: “Strong job creation has been accompanied by an increase in the supply of workers, reflecting increases in participation among individuals aged 25 to 54 years and a continued strong pace of immigration.” As a result:

“what you would have is potentially kind of what you had last year, which is a bigger economy where inflationary pressures are not increasing. In fact, they were decreasing. So you can have that if you have a continued supply-side activity that we had last year with—both with supply chains and also with, with growth in the size of the labor force.”

If Powell is correct, in the coming months the U.S. economy may be able to sustain rapid increases in employment without those increases leading to an increase in the rate of inflation.

NEW! 4/5/24 Podcast – Authors Glenn Hubbard & Tony O’Brien react to the newest Friday Jobs Report for March & discuss next steps for the Economy.

Join authors Glenn Hubbard & Tony O’Brien as they react to the jobs report of over 300K jobs created which was way over expectations of about 200K. They consider the impact of this report as the Fed considers the next steps for the economy. Are we on a glide path for a soft landing at 2% inflation or will the Fed reconsider its long-standing target by adopting a higher 3% target? Glenn and Tony offer interesting viewpoints on where this is headed.

Solved Problem: Public Utility Pricing

Supports:  Microeconomics, Chapter 15, Section 15.6; Economics, Chapter 55, Section 15.6; and Essentials of Economics, Chapter 10, Sections 10.6.

PG&E workers moving a powerline underground. (Photo from the Wall Street Journal.)

PG&E, Southern California Edison, and San Diego Gas and Electric are public utilities that provide electricity and natural gas to households and firms in California. (For the most part, they provide these services in different parts of the state.) The California Public Utilities Commission regulates the prices that these utilities charge. In March 2024, an article in the San Francisco Chronicle reported that the commission proposed that the utilities begin charging households who receive their electricity from these utilities an additional flat fee of $24 per month (that would not depend on the quantity of electricity a household uses), while reducing the price households pay for each kilowatt hour they use by about 6 cents.

Isn’t this policy contradictory—adding a flat fee to households’ electric bills while reducing the price per kilowatt hour households pay? Can you explain why the policy might make economic sense? Draw a graph showing the situation of a public utility to illustrate your answer. 

Solving the Problem

Step 1:  Review the chapter material. This problem is about how the government regulates public utilities, so you may want to review the section in Microeconomics, Chapter 15, Section 15.6, on “Regulating Natural Monopolies,” (Economics, Chapter 15, Section 15.6 and Essentials of Economics, Chapter 10, Section 10.6).

Step 2:   Explain why the policy isn’t contradictory and why it might make economic sense.  It may seem as if the commission is being contradictory in imposing a new flat rate fee on households while at the same time lowering the price they pay per kilowatt hour used. But, as we discuss in Chapter 15, public utilities are typically natural monoplies because economies of scale are so large in that industy that one firm can supply the electricity in a market at a lower average cost than can two or more firms. Figure 15.1, reproduced below, shows this situation.

As we discuss in the “Regulating Monopoly” section of Chapter 15, Section 15.6, as a result of the large economies of scale in generating electricity, at the quantity at which the marginal cost curve crosses the demand curve, the marginal cost curve is below the demand curve. The economically efficient price is the price equal to the marginal cost of generating electricity. But if the public utility commission requires the utility to charge this price, the utility will suffer losses because it will not be covering its average total cost. The combination of charging households a flat fee while lowering the price they pay per kilowatt hour can help overcome this problem.

Step 3: Finishing solving the problem by drawing a graph to illustrate your answer.  You should draw graph similar to Figure 18.8, which we reproduce below. In this graph, if the utility is required to charge the economically efficient price, PE, it will suffer a loss equal to red rectangle. As a result, public utility commissions often set the price of electricity equal to PR, but at that price households demand the quantity of electricity, QR, which is less than the economically efficient quantity, QE. Note, though, that if a public utility commission allows a utillity to collect a flat fee from households equal to the amount shown by the red rectangle, it can require the utility to charge the economically efficient price, PE.

The key point here is that, because it doesn’t change as the quantity of electricity generated and used changes, the flat fee doesn’t affect either the utility’s marginal cost of generating electricity or the cost to households of using another kilowatt of electricity.

We don’t know from the discussion in the article whether the flat fee will cover the entire amount of the utilities’ losses or if the new price will be equal to the efficient price. But the policy can still make economic sense if the new price is closer to the efficient price than was the previous price.

Source: Julie Johnson, “California Proposes A $24 Flat Fee on Utility Bills in Exchange for Lower Electricity Prices,” San Francisco Chronicle, March 28, 2024.

Latest PCE Report Shows Moderate, but Persistent, Inflation

McDonald’s raising the price of its burgers by 10 percent in 2023 led to a decline in sales. (Photo from mcdonalds.com)

Inflation as measured by changes in the consumer price index (CPI) receives the most attention in the media, but the Federal Reserve looks instead to inflation as measured by changes in personal consumption expenditures (PCE) price index when evaluating whether it is meeting its 2 percent inflation target. The Bureau of Economic Analysis (BEA) released PCE data for February as part of its “Personal Income and Outlays” report on March 29.  

The following figure shows PCE inflation (blue line) and core PCE inflation (red line)—which excludes energy and food prices—for the period since January 2015 with inflation measured as the change in PCE from the same month in the previous year. Measured this way, PCE inflation increased slightly from 2.4 percent in January to 2.5 percent in February. Core PCE inflation decreased slightly from 2.9 percent to 2.8 percent.

The following figure shows PCE inflation and core PCE inflation calculated by compounding the current month’s rate over an entire year. (The figure above shows what is sometimes called 12-month inflation, while this figure shows 1-month inflation.) Measured this way, both PCE inflation and core PCE inflation declined in February, but the decline only partly offset the sharp increases in December and January. Both PCE inflation—at 4.1 percent—and core PCE inflation—at 3.2 percent—remained well above the Fed’s 2 percent target. 

The following figure shows another way of gauging inflation by including the 12-month inflation rate in the PCE (the same as shown in the figure above—although note that PCE inflation is now the red line rather than the blue line), inflation as measured using only the prices of the services included in the PCE (the green line), and the trimmed mean rate of PCE inflation (the blue line). Fed Chair Jerome Powell has said that he is particularly concerned by elevated rates of inflation in services. The trimmed mean measure is compiled by economists at the Federal Reserve Bank of Dallas by dropping from the PCE the goods and services that have the highest and lowest rates of inflation. It can be thought of as another way of looking at core inflation.

In February, 12-month trimmed mean PCE inflation was 3.1 percent, a little below core inflation of 3.3 percent. Twelve-month inflation in services was 3.8 percent, a slight decrease from 3.9 percent in January. Trimmed mean and services inflation tell the same story as PCE and PCE core inflation: Inflation has decline significantly from its highs of mid-2022, but remains stubbornly above the Fed’s 2 percent target.

It seems unlikely that this month’s PCE data will have much effect on when the members of the Federal Open Market Committee will decide to lower the target for the federal funds rate.

Upward Revision of 2023 Fourth Quarter Real GDP Growth May Add to Fed’s Hesitancy to Raise Fed Funds Target

(Photo courtesy of Lena Buonanno)

The Bureau of Economic Analysis (BEA) has issued its third estimate of real GDP for the fourth quarter of 2023. The BEA now estimates that real GDP increased in the fourth quarter of 2023 at an annual rate of 3.4 percent, an increase from the BEA’s second estimate of 3.2 percent. The BEA noted that: “The update primarily reflected upward revisions to consumer spending and nonresidential fixed investment that were partly offset by a downward revision to private inventory investment.”

As the blue line in the following figure shows, despite the upward revision, fourth quarter growth in real GDP decline significantly from the very high growth rate of 4.9 percent in the third quarter. In addition, two widely followed “nowcast” estimates of real GDP growth in the first quarter of 2024 show a futher slowdown. The nowcast from the Federal Reserve Bank of Atlanta estimates that real GDP will have grown at an annualized rate of 2.1 percent in the first quarter and the nowcast from the Federal Reserve Bank of New York estimates a growth rate of 1.9 percent. (The Atlanta Fed describes its nowcast as “a running estimate of real GDP growth based on available economic data for the current measured quarter.” The New York Fed explains: “Our model reads the flow of information from a wide range of macroeconomic data as they become available, evaluating their implications for current economic conditions; the result is a ‘nowcast’ of GDP growth ….”)

Data on growth in real gross domestic income (GDI), on the other hand, show an upward trend, as indicated by the red line in the figure. As we discuss in Macroeconomics, Chapter 8, Section 8.4 (Economics, Chapter 18, Section 18.4), gross domestic product measures the economy’s output from the production side, while gross domestic income does so from the income side. The two measures are designed to be equal, but they can differ because each measure uses different data series and the errors in data on production can differ from the errors in data on income. Economists differ on whether data on growth in real GDP or data on growth in real GDI do a better job of forecasting future changes in the economy. Accordingly, economists and policymakers will differ on how much weight to put on the fact that while the growth in real GDI had been well below growth in real GDP from the fourth quarter of 2022 to the fourth quarter of 2023, during the fourth quarter of 2023, growth in real GDI was 1.5 percentage points higher than growth in real GDP.

On balance, it seems likely that these data will reinforce the views of those members of the Fed’s policy-making Federal Open Market Committee (FOMC) who were cautious about reducing the target for the federal funds rate until the macroeconomic data indicate more clearly that the economy is slowing sufficiently to ensure that inflation is returning to the Fed’s 2 percent target. In a speech on March 27 (before the latest GDP revisions became available), Fed Governor Christopher Waller reviewed the most recent macro data and concluded that:

“Adding this new data to what we saw earlier in the year reinforces my view that there is no rush to cut the [federal funds] rate. Indeed, it tells me that it is prudent to hold this rate at its current restrictive stance perhaps for longer than previously thought to help keep inflation on a sustainable trajectory toward 2 percent.”

Most other members of the FOMC appear to share Waller’s view.

Can Counterfeits of Coins That Never Existed Function as Money?

Counterfeit 1899 Peruvian dinero. (Image from Luis Ortega-San-Martín and Fabiola Bravo-Hualpa article.)

What counts as money is an interesting topic. For instance, in Macroeconomics, Chapter 14, Section 14.2 (Economics, Chapter 24, Section 24.2, and Essentials of Economics, Chapter 16, Section 16.2), we discuss whether bitcoin is money (spoiler alert: it isn’t).  

Of the four functions of money that we discuss in Chapter 14, the most important is that money serves as a medium of exchange. Anything can be used as money if most people are willing to accept it in exchange for goods and services.  In that chapter, we mention that at one time in West Africa cowrie shells were used as money. In the early years of the United States, animal skins were sometimes used as money. For instance, the first governor of Tennessee received an annual salary of 1,000 deerskins.

In a famous article in the academic journal Economica, economist Richard A. Radford who had been captured in 1942 by German troops while fighting with the British Army in North Africa described his experiences in a prisoner-of-war camp. The British prisoners in the camp developed an economy in which cigarettes were used as money:

“Everyone, including nonsmokers, was willing to sell for cigarettes, using them to buy at another time and place. Cigarettes became the normal currency .… Laundrymen advertised at two cigarettes a garment …. There was a coffee stall owner who sold tea, coffee or cocoa at two cigarettes a cup, buying his raw materials at market prices and hiring labour ….”

In Chapter 24, in end of chapter problem 1.8, we note that according to historian Peter Heather, during the time of the Roman Empire, German tribes east of the Rhine river used Roman coins as money even though Rome didn’t govern that area. Roman coins were apparently also used as money in parts of India during those years even though the nearest territory the Romans controlled was hundreds of miles to the west. Again we have an example of something—roman coins in this case—being used as money because people were willing to aceept it in exchange for goods and services even though the government that issued the coins didn’t control that area.

Even more striking case is the case of Iraqi paper currency issued by the government of Saddam Hussein. This currency continued to circulate even after Saddam’s government had collapsed following the invasion of Iraq by U.S. and British troops. U.S. officials in Iraq had expected that as soon as the war was over and Saddam had been forced from power, the currency with his picture on it would lose all its value. This result had seemed inevitable once the United States had begun paying Iraqi officials in U.S. dollars. However, for some time many Iraqis continued to use the old currency because they were familiar with it. According to an article in the Wall Street Journal, the Iraqi manager of a currency exchange put it this way: “People trust the dinar more than the dollar. It’s Iraqi.” In fact, for some weeks after the invasion, increasing demand for the dinar caused its value to rise against the dollar. Eventually, a new Iraqi government was formed, and the government ordered that dinars with Saddam’s picture be replaced by a new dinar. Again we see that anything can be used as money as long as people are willing to accept it in exchange for goods and services, even paper currency issued by a government that no longer exists.

Finally, there is the case of the coin shown at the beginning of this post. The coin looks like the dineros—small denomination silver coins—issued by the Peruvian government. But the coin is dated 1899, a year in which the Peruvian government did not issue any dineros. An analysis of one of these coins by Luis Ortega-San-Martín, Fabiola Bravo-Hualpa, and their students at the Pontifical Catholic University of Peru showed that it was made of copper, nickel, and zinc, in contrast to deniros from other years, which where made primarily of silver with a small amount of copper. They concluded that the coin was a counterfeit made around 1900:

“It is our belief that this counterfeit coin was not made as a numismatic rarity to deceive modern collectors … but rather to be used as current money (its worn state indicates ample use) …. [C]ounterfeiters usually make common coins that do not draw attention expecting them to pass unnoticed.”

In other words, as long as people are willing to accept counterfeit coins—which they likely will do if they do not recognize them as being counterfeit—they can serve as money. In fact, even if coins are easily recognizable as being counterfeit, they might still be used as money—particularly in a time and place where there is a shortage of government issued coins. In the British North American colonies, there was frequently a shortage of coins. Some people would clip small amounts off gold and silver coins, either selling the metal or having it minted into coins. The clipped coins, while not actually counterfeit, contained less precious metal than did unclipped coins, yet they continued to be used in buying and selling because of the general shortage of coins.

The State of U.S. Banking One Year after the Failure of Silicon Valley Bank

In March 2023, First Citizens Bank agreed to buy SVB after SVB had been taken over by the FDIC. (Photo courtesy of Lena Buonanno.)

On Wednesday, March 8, 2023, Silicon Valley Bank (SVB), headquartered in Santa Clara in the heart of California’s Silicon Valley surprised its depositors and Wall Street investors by announcing that in order to raise funds it had sold $21 billion in securities at a loss of $1.8 billion. The announcement raised concerns about the bank’s solvency—that is, there were questions as to whether the value of the bank’s assets, including bonds and other securities, was greater than the value of the bank’s liabilities, primarily deposits. The result was a run on the bank as depositors withdrew most of their funds. On Friday, March 10, 2023, the Federal Deposit Insurance Corporation (FDIC) took control of SVB before the bank could open for business that day.

Mandatory Credit: Photo by GEORGE NIKITIN/EPA-EFE/Shutterstock (13817875h)

The run on SVB in 2023 resembled …

bank runs during the 1930s.

In this blog post, we discuss the economics of bank runs and go into detail on what happened to SVB. In response to the failure of SVB, the FDIC declared that selling the bank’s assets and forcing depositors above the $250,000 deposit limit to suffer losses would pose a systemic risk to the financial system. As a result, with concurrence of the FDIC’s Board of Directors, two-thirds of the Fed’s Board of Governors, and Treasury Secretary Janet Yellen, the FDIC announced that all deposits in SVB—including deposits above the normal $250,000 dollar limit—would be insured. The waiving of the deposit insurance limit was also applied to Signature Bank, which failed a few days later. The run on SVB had been set off by the loses the bank had experienced on its long-term Treasury bonds. To reassure depositors in other banks that also held long-term debt, the Fed announced that it was establishing the Bank Term Funding Program (BTFP). Banks and other depository institutions, such as savings and loans and credit unions, can use the BTFP to borrow against their holdings of Treasury and mortgage-backed securities.

Maturity Mismatch and Moral Hazard

The failure of SVB highlighted two problems in commercial banking.

  1. Maturity mismatch. Banks use short-term deposits to fund long-term investments, such as mortgage loans and purchases of Treasury bonds. In other words, banks fund investments in long maturity assets using short maturity liabilities. The resulting maturity mismatch causes two problems: 1) If, as happened at SVB, the bank experiences a run and needs to pay off depositors, it may only be able to do so by selling assets at a loss, which may push the bank to insolvency; and 2) bonds with long maturities are subject to greater interest rate risk than are bonds with shorter maturities: If market interest rates rise, the prices of long-term bonds fall by more than do the prices of short-term bonds. To compensate investors for this greater interest rate risk, long-term bonds typically have higher interest rates than do short-term bonds. (We explain these points in Money, Banking, and the Financial System, Chapter 5, Section 5.2.) The higher interest rates can lead a bank’s managers to invest deposits in long-term bonds in order to earn higher interest rates and boost the bank’s profits, even though they are taking on greater risk by doing so. The decision of SVB’s managers to hold a large number of long-term bonds greatly contributed to the failure of the bank.
  2. Moral hazard. Why might bank managers take on more risk by buying long-term bonds and potentially making other risking investments, such as making commercial real estate loans? For instance, recently, New York Community Bancorp suffered losses on loans made to buyers of office buildings and apartments. A key to the explanation is the extent of moral hazard in banking. In the financial system—including banking—moral hazard is the problem investors experience in verifying that borrowers are using their funds as intended. Although we don’t usually think of bank depositors as being investors who lend their money to banks, in effect, that is the relationship depositors and banks are in. Banks borrow depositors money and use these funds to make a profit. Bank managers are typically rewarded on the basis of how profitable the bank is. As a result, bank managers may make riskier investments than depositors would make if depositors were deciding which investments to make.

In principle, depositors could monitor which investments a bank’s managers are making and withdraw their deposits if the investments are too risky. In practice, depositors rarely monitor bank managers for two key reasons: 1) Depositors often lack the information to accurately gauge the risk of an investment; and 2) Depositors are insured by the FDIC for up to $250,000 per deposit per bank. When a bank fails, the FDIC typically makes insured depositors funds available with no delay, often by establishing a “bridge bank” to continue the failed banks operations, including keeping ATMs open and stocked with cash. Deposit insurance increases the extent of moral hazard in the banking system. If depositors come to believe that in practice even deposits above the $250,000 are insured because of the actions bank regulators took the following the failures of SVB and Signature Bank, moral hazard is further increased. Still, reason 1. above gives reason to believe that, even in the absence of deposit insurance, depositors are unlikely to closely monitor bank managers. If depositors suddenly receive new information on a bank’s health—as happened when SVB suffered a loss on its sale of Treasury bonds—the likely result is a run. Runs potentially can lead other bank managers to become more cautious in their investments, but it will be too late to change the behavior of the managers of a bank that closes because of a run.

Bank Leverage

Because banks are highly leveraged, they are less able to withstand declines in the prices of their assets without becoming insolvent. A business is insolvent if the value of its assets is less than the value of its liabilities. Ordinarily, the FDIC will close an insolvent bank. A bank’s leverage is the ratio of the value of a bank’s assets to the value of its capital. A bank’s capital equals the funds contributed by the bank’s shareholders through their purchases of the bank’s stock plus the bank’s accumulated earnings. Put another way, a bank’s capital represents the value of the bank’s shareholders’ investment in the bank.

Shareholders focus on the return on their investment (ROI). Because banks are highly leveraged, a relatively small return on the banks assets—such as loans and mortgages—can result in a large return on the shareholders’ investment. This relationship holds because the shareholders’ investment (the bank’s capital) is much smaller than the bank’s assets. But just as high leverage increases a bank’s profits if the bank earns a positive return on its assets, it also increases a bank’s losses if the bank suffers a negative return on its assets. Banks would have a greater ability to absorb losses on their investments without becoming insolvent if the banks had more capital. But the more capital banks hold relative to the value of their assets—in other words, the less leveraged a bank is—the smaller the profit banks earn for a given return on their assets. Just as moral hazard can lead bank managers to make riskier investments than their depositors would prefer, it can also lead bank managers to become more leveraged than their depositors would prefer.

Regulatory Responses to the Failure of SVB

As we’ve noted, the problems that led to the failure of SVB were rooted in the problems that all commercial banks are subject to. (The reasons why SVB turned out to be particularly vulnerable to a bank run are discussed in this earlier blog post.) Although there have been extensive discussions among federal regulators, including the Federal Reserve and the FDIC, about steps to increase the stability of the U.S. banking sector, as of now no significant regulatory changes have occurred. However, there have been a number of proposals that regulators have been considering.

  1. Increased capital. As we noted, banks hold relatively little capital relative to their assets. On average, U.S. commercial banks hold capital equal to about 9.5 percent of the value of their assets. Holding more capital would reduce bank leverage, making banks less vulnerable to declines in the value of their assets. More capital would also mean that banks have more funds available to pay out to depositors making withdrawals during a run. In regulating bank capital, the United States has largely followed the Basel accord, which was established by the Bank for International Settlements (BIS). We discuss the Basil accord in Money, Banking, and the Financial System, Chapter 12, Section 12.4. Here we can note that the most recent proposed capital regulations are Basel III, sometimes called the “Basel III Endgame.”

Basel III would require large banks to hold more capital. The proposal has been heavily criticized by the banking industry. Some economists strongly support banks holding more capital to increase the stability of the banking system, but other economists are more skeptical. These economists argue that even if banks held twice as much capital as they currently do, it would likely prove insufficient to meet depositor withdrawals in bank run similar to the one SVB experienced. Holding more capital is also likely to reduce the volume of loans that banks will be able to make. Finally, the problems in the banking system in recent years have typically involved mid-sized regional banks rather than the large banks—those holding more than $100 billion in assets—that are the focus of Basel III. In any event, in testimony before Congress earlier this month, Fed Chair Jerome Powell stated that: “I do expect that there will be broad and material changes to the proposal.” His statement makes it likely that the United States won’t fully adopt the proposed Basel III regulations in their current form.

2. Revising deposit insurance. The establishment of the FDIC in 1934 stopped the bank runs that had seriously damaged the U.S. economy during the early 1930s. Because of deposit insurance, people knew that they didn’t have to quickly withdraw their funds from a bank experiencing losses because even if the bank failed, deposits were insured. But, as we noted earlier, deposit insurance also increases moral hazard in banking by reducing the incentive of depositors to monitor the investments bank managers make. One proposed reform would increase deposit insurance for accounts held by households and small and mid-sized firms because these deposits are less likely to be quickly withdrawn if a banks experiences difficulties and because these depositors are less likely to be able to monitor bank managers. Large firms, investors, and financial firms would not be eligible for the increased deposit insurance. (Under Basel III, banks might be required to hold additional liquid assets so that they would be able to have funds available to meet sudden withdrawals by large firms, investors, and financial firms. It was withdrawals by those types of depositors that led to SVB’s failure.)

3. Increased use of the Fed’s discount window. Congress established the Federal Reserve in 1914 partly in response to the bank panics that plagued the U.S. financial system during the 19th and early 20th centuries. The Federal Reserve Act was intended to allow the Fed to serve as a lender of last resort by making discount loans to banks having temporary liquidity problems as a result of deposit withdrawals. In practice, however, banks were often reluctant to borrow at the Fed’s discount window because they were afraid that discount borrowing came with a stigma indicating that the bank was in trouble. As a result, discount lending has not played a significant role in stopping bank runs. For instance, SVB had not prepared to request discount loans and so weren’t able to use discount loans to provide the funds needed to meet deposit withdrawals. Some economists and policymakers have proposed requiring banks to provide the Fed with enough collateral, primarily in the form of business and consumer loans, to meet their liquidity needs in the event of a run. By identifying sufficien collateral ahead of time, banks would be able to immediately receive discount loans in an emergency. If SVB had provided collateral equal to the value of its uninsured deposits, it might have been able to withstand the run that occurred.

4. Require more securities to be marked to market. Banking regulations allow banks to keep bonds and other securities on their balance sheets at face value even if the market value of the securities has declined, provided the securities are identified as being held to maturity. When a bank experiences liquidity problems it may be forced to sell securities that it previously designated as being held to maturity, which is the situation SVB found itself in. Some economists and policymakers have proposed that more—possibly all—of a bank’s holdings of securities be “marked to market,” which means that the securities’ current market values rather than their face values would be used on the bank’s balance sheet.  Economists and policymakers are divided in their opinions on this proposals. Marking more securities to market may give depositors and investors a clearer idea of the true financial health of a bank. But doing so might also be misleading because banks will not take losses on those securities that they actually hold until maturity.

5. Bank examiners become more focused on emerging threats. Some economists and policymakers argue that in practice bank examiners from the FDIC, the Fed, and the Office of the Comptroller of the Currency (which regulates larger banks) are in the best position to determine whether bank managers are taking on too much risk, particularly as economic conditions change. For example, as the Federal Reserve began to increase its target for the federal funds rate in the spring of 2022, other interest rates also rose, causing the prices of long-term bonds to fall. In retrospect, bank examiners overseeing SVB and other banks were slow to question the managers of these banks about the degree of risk involved in their investments in long-term bonds. Similarly, bank examiners were slow to realize the risk that banks like SVB were taking in relying on deposits above the $250,000 insurance limit. These depositors are likely to be the first to withdraw funds in the event of a bank encountering a problem. In principle, if bank examiners were more alert to the effect changing economic condidtions have on the riskiness of bank investments, the examiners might be able to prod bank managers to reduce their risky investments before a crisis occurs.

6. Further consolidation of the banking system. As we discuss in Money, Banking, and the Financial System, Chapter 10, Section 10.4, for many years restrictions on banks operating in more than one state resulted in the United States having many more banks than is true of other high-income countries. In the mid-1990s, after Congress authorized interstate banking, a wave of consolidation in the banking industry resulted in some banks operating nationwide. However, the United States still has many small and mid-size, or regional, banks. The largest banks have typically not encountered liquity problems or experienced runs. Some economists and policymakers have argued that further consolidation could lead to a banking system in which nearly all banks had the financial resources to withstand bank runs. Other economists and policymakers argue, however, that small businesses often rely for credit on smaller community banks. These banks engage in relationship banking, which means that they have long-term relationships with borrowers. These relationships enable the banks to accurately assess the creditworthiness of borrowers because the banks possess private information on the borrowers. Larger banks are more likely to use standard algorithms to assess the creditworthiness of borrowers. In doing so a larger bank may refuse to make loans that a community bank would have made. As a result, further signficant consolidation in the banking system might make it more difficult for small businesses to access the credit they need to operate and to expand.

Finally, as we note in Chapter 12 of Money, Banking, and the Financial System, government regulation of banking has followed a familiar pattern dating back decades. When banks or another part of the financial system, experience a crisis, Congress, the president, and the regulatory agencies respond with new regulations. The regulations, though, can lead financial firms to innovate in ways that undermine the effects of the regulation. If these financial innovations result in a crisis, the government reponds with additional regulations, which lead to new financial innovations. And so on. The nature of banking and the many other channels through which funds flow from savers and investors to borrowers are sufficiently varied and evolve so quickly that it’s unlikely that any particular regulations will be capable of permanently stabilizing the financial system.

Another Steady-as-She-Goes FOMC Meeting

Federal Reserve Chair Jerome Powell (Photo from the New York Times)

As always, economists and investors had been awaiting the outcome of today’s meeting of the Federal Reserve’s policy-making Federal Open Market Committee (FOMC) to get further insight into future monetary policy. The expectation has been that the FOMC would begin reducing its target for the federal funds rate, mostly likely beginning with its meeting on June 11-12. Financial markets were expecting that the FOMC would make three 0.25 percentage point cuts by the end of the year, reducing its target range from the current 5.25 to 5.50 percent to 4.50 to 4.75 percent.

There appears to be nothing in the committees statement (found here) or in Powell’s press conference following the meeting to warrant a change in expectations of future Fed policy. The committee’s statement noted that: “The Committee does not expect it will be appropriate to reduce the target range until it has gained greater confidence that inflation is moving sustainably toward 2 percent.” As Powell stated in his press conference, although the committee found the general trend in inflation data to be encouraging, they would have to see additional months of data that were consistent with their 2 percent inflation target before reducing their target for the federal funds rate.

As we’ve noted in earlier blog posts (here, here, and here), inflation during January and February has been somewhat higher than expected. Some economists and investors had wondered if, as a result, the committee might delay its first cut in the federal funds target range or implement only two cuts rather than three. In his press conference, Powell seemed unconcerned about the January and February data and expected that falling inflation rates of the second half of 2023 to resume.

Typically, at the FOMC’s December, March, June, and September meetings, the committee releases a “Summary of Economic Projections” (SEP), which presents median values of the committee members’ forecasts of key economic variables.

The table shows that the committee members made relatively small changes to their projections since their December meeting. Most notable was an increase in the median projection of growth in real GDP for 2024 from 1.4 percent at the December meeting to 2.1 percent at this meeting. Correspondingly, the median projection of unemployment during 2024 dropped from 4.1 percent to 4.0 percent. The key projection of the value of the federal funds rate at the end of 2024 was left unchanged at 4.6 percent. As noted earlier, that rate is consistent with three 0.25 percent cuts in the target range during the remainder of the year.

The SEP also includes a “dot plot.” Each dot in the plot represents the projection of an individual committee member. (The committee doesn’t disclose which member is associated with which dot.) Note that there are 19 dots, representing the 7 members of the Fed’s Board of Governors and the 12 presidents of the Fed’s district banks. Although only the president of the New York Fed and the presidents of 4 of the 11 district banks are voting members of the committee, all the district bank presidents attend the committee meetings and provide economic projections.

The plots on the far left of the figure represent the projections of each of the 19 members of the value of the federal funds rate at the end of 2024. These dots are bunched fairly closely around the median projection of 4.6 percent. The dots representing the projections for 2025 and 2026 are more dispersed, representing greater uncertainty among committee members about conditions in the future. The dots on the far right represent the members’ projections of the value of the federal funds rate in the long run. As Table 1 shows, the median projected value is 2.6 percent (up slightly from 2.5 percent in December), although the plot indicates that all but one member expects that the long-run rate will be 2.5 percent or higher. In other words, few members expect a return to the very low federal funds rates of the period from 2008 to 2016.