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What Does the Latest Jobs Report Tell Us about the State of the U.S. Economy?

Image of “people working in a store” generated by ChatGTP 4o.

This morning (June 7), the Bureau of Labor Statistics (BLS) released its “Employment Situation” report for May. Recent government releases of macroeconomic data have indicated that the expansion of the U.S. economy is slowing. For instance, as we noted in this recent post on the JOLTS report, the labor market seems to be normalizing. Real personal consumption expenditures declined from March to April. The Federal Reserve Bank of New York’s Nowcast of real GDP growth during the current quarter declined from 2.74 percent at the end of April to 1.76 percent at the end of May. That decline reflects some weakness in the data series the economists at the New York Fed use to forecast current real GDP growth

In that context, today’s jobs report was, on balance, surprisingly strong. The report has two estimates of the change in employment during the month: one estimate from the establishment survey, often referred to as the payroll survey, and one from the household survey. 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. (The groups included in the employment estimates from the two surveys are somewhat different, as we discuss in this post.)

According to the establishment survey, there was a net increase of 272,000 jobs during May. This increase was well below the increase of 190,000 that economists had forecast in a survey by the Wall Street Journal and well above the net increase of 165,000 during April. (Bloomberg’s survey of economists yielded a similar forecast of an increase of 180,000.) The increase was also higher than the 232,000 average monthly increase during the past year. The following figure, taken from the BLS report, shows the monthly net changes in employment for each month during the past two years.

The surprising strength in employment growth in establishment survey was not echoed in the household survey, which reported a net decrease of 408,000 jobs. As the following figure shows, the net change in jobs from the household survey moves much more erratically than does the net change in jobs in the establishment survey, and—as noted earlier—the two surveys are of somewhat different groups. Still, the discrepancy between the two survey was notable.

The unemployment rate, which is also reported in the household survey, ticked up slightly from 3.9 percent to 4.0 percent. This is the first time that the unemployment has reached 4.0 percent since January 2022.

The establishment survey also includes data on average hourly earnings (AHE). As we note in this post, many economists and policymakers believe the employment cost index (ECI) is a better measure of wage pressures in the economy than is the AHE. The AHE does have the important advantage that it is available monthly, whereas the ECI is only available quarterly. The following figure show the percentage change in the AHE from the same month in the previous year. The 4.1 percent increase in May was a slight increase from the 4.0 percent increase in April. The increase in the rate of wage inflation is in contrast with the decline in employment and increase in the unemployment rate in the same report.

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.
The 1-month rate of wage inflation of 4.9 percent in May is a sharp increase from the 2.8 percent rate in April, although it’s unclear whether the increase represents a significant acceleration in wage inflation or is just reflecting the greater volatility in wage inflation when calculated this way.

To answer the question posed in the title to this post, the latest jobs report is a mixed bag that doesn’t send a clear message as to the state of the economy. The strong increase in employment and the increase in the rate of wage growth indicate that economy may not be slowing sufficiently to result in inflation declining to the Federal Reserve’s 2 percent annual target. On the other hand, the decline in employment as measured in the household survey and the tick up in the unemployment rate, along with the data in the recent JOLTS report, indicate that the labor market may be returning to more normal conditions.

It seems unlikely that this jobs report will have much effect on the thinking of the Fed’s policy-making Federal Open Market Committee (FOMC), which has its next meeting next week on June 11-12.

What Can We Conclude from a Weaker than Expected Employment Report?

This morning (May 3), the Bureau of Labor Statistics (BLS) released its “Employment Situation” report for April. The report has two estimates of the change in employment during the month: one estimate from the establishment survey, often referred to as the payroll survey, and one from the household survey. 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. (The groups included in the employment estimates from the two surveys are somewhat different, as we discuss in this post.)

According to the establishment survey, there was a net increase of 175,000 jobs during April. This increase was well below the increase of 240,000 that economists had forecast in a survey by the Wall Street Journal and well below the net increase of 315,000 during March. The following figure, taken from the BLS report, shows the monthly net changes in employment for each month during the past to years.

As the following figure shows, the net change in jobs from the household survey moves much more erratically than does the net change in jobs in the establishment survey. The net increase in jobs as measured by the household survey fell from 498,000 in March to 25,000 in April.

The unemployment rate, which is also reported in the household survey, ticked up slightly from 3.8 percent to 3.9 percent. It has been below 4 percent every month since February 2022.

The establishment survey also includes data on average hourly earnings (AHE). As we note in this recent post, many economists and policymakers believe the employment cost index (ECI) is a better measure of wage pressures in the economy than is the AHE. The AHE does have the important advantage that it is available monthly, whereas the ECI is only available quarterly. The following figure show the percentage change in the AHE from the same month in the previous year. The 3.9 percent value for April continues a downward trend that began in February.

The 1-month rate of wage inflation of 2.4 percent in April is a significant decrease from the 4.2 percent rate in March, although it’s unclear whether the decline was a sign that the labor market is weakening or reflected the greater volatility in wage inflation when calculated this way.

The macrodata released during the first three months of the year had, by and large, indicated strong economic growth, with the pace of employment increases being particularly rapid. Wages were also increasing at a pace above that during the pre-Covid period. Inflation appeared to be stuck in the range of 3 percent to 3.5 percent, above the Fed’s target inflation rate of 2 percent.

Today’s “Employment Situation” report may be a first indication that growth is slowing sufficiently to allow the inflation rate to fall back to 2 percent. This is the outcome that Fed Chair Jerome Powell indicated in his press conference on Wednesday that he expected to occur at some point during 2024. Financial markets reacted favorably to the release of the report with stock prices jumping and the interest rate on the 10-year Treasury note falling. Many economists and Wall Street analysts had concluded that the Fed’s policy-making Federal Open Market Committee (FOMC) was likely to keep its target for the federal funds rate unchanged until late in the year and might not institute a cut in the target at all this year. Today’s report caused some Wall Street analysts to conclude, as the headline of an article in the Wall Street Journal put it, “Jobs Data Boost Hopes of a Late-Summer Rate Cut.”

This reaction may be premature. Data on employment from the establishment survey can be subject to very large revisions, which reinforces the general caution against putting too great a weight one month’s data. Its most likely that the FOMC would need to see several months of data indicating a slowing in economic growth and in the inflation rate before reconsidering whether to cut the target for the federal funds rate earlier than had been expected.

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.

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 accomodate the growth of the labor force, rather than thw 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.

The Latest Employment Report: How Can Total Employment and the Unemployment Rate Both Increase?

Photo courtesy of Lena Buonanno.

On the first Friday of each month, the Bureau of Labor Statistics (BLS) releases its “Employment Sitution” report for the previous month. The data for February in today’s report at first glance seem contradictory: The BLS reported that the net increase in employment in February was 275,000, which was above the increase of 200,000 that economists participating in media surveys had expected (see here and here). But the unemployment rate, which had been expected to remain constant at 3.7 percent, rose to 3.9 percent.

The apparent paradox of employment and the unemployment rate both increasing in the same month is (partly) attributable to the two numbers being from different surveys. The 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. Accordingly, most media accounts interpreted the data released today as indicating continuing strength in the labor market.

However, it can be worth looking more closely at the differences between the measures of employment in the two series because it’s possible that the household survey data is signalling that the labor market is weaker than it appears from the establishment survey data. The following table shows the data on employment from the two surveys for January and February.

	Establishment Survey	Household Survey
January	157,533,000	161,152,000
February	157,808,000	160,968,000
Change	+275,000	-184,000

Note that in addition to the fact that employment as measured by the household survey is falling, while employment as measured by the establishment survey is increasing, household survey employment is significantly higher in both months. Household survey employment is always higher than establishment survey employment because the household survey includes employment of three groups that are not included in the establishment survey:

Self-employed workers
Unpaid family workers
Agricultural workers

(A more complete discuss of the differences in employment in the two surveys can be found here.) The BLS also publishes a useful data series in which it attempts to adjust the household survey data to more closely mirror the establishment survey data by, among other adjustments, removing from the household survey categories of workers who aren’t included in the payroll survey. The following figure shows three series—the establishment series (gray line), the reported household series (orange line), and the adjusted household series (blue line)—for the months since 2021. For ease of comparison the three series have been converted to index numbers with January 2021 set equal to 100.

Note that for most of this period, the adjusted household survey series tracks the establishment survey series fairly closely. But in November 2023, both household survey measures of employment begin to fall, while the establishment survey measure of employment continues to increase. Falling employment in the household survey may be signalling weakness in the labor market that employment in the establishment survey may be missing, but it might also be attributed to the greater noisiness in the household survey’s employment data.

There are three other things to note in this month’s employment report. First, the BLS revised the initially reported increase in December establishement survey employment downward by 35,000 jobs and the January increase downward by 124,000 jobs. The January adjustment was large—amounting to more than 35 percent of the initially reported increase of 353,000. It’s normal for the BLS to revise its initial estimates of employment from the establishment survey but a series of negative revisions is typical of periods just before or at the beginning of a recession. It’s important to note, though, that several months of negative revisions to establishment employment are far from an infallible predictor of recessions.

Second, as shown in the following figure, the increase in average hourly earnings slowed from the high rate of 6.8 percent in January to 1.7 percent in February—the smallest increase since early 2022.. (These increases are measured at a compounded annual rate, which is the rate wages would increase if they increased at that month’s rate for an entire year.) A slowing in wage growth may be another sign that the labor market is weakening, although the data are noisy on a month-to-month basis.

Finally, one positive indicator of the state of the labor market is that average weekly hours worked increased. As shown in the following figure, average hours worked had been slowly, if irregularly, trending downward since early 2021. In February, average hours worked increased slightly to 34.3 hours per week from 34.2 hours per week in January. But, again, it’s difficult to draw strong conclusions from one month’s data.

In testifying before Congress earlier this week, Fed Chair Jerome Powell noted that:

“We believe that our policy rate [the federal funds rate] is likely at its peak for this tightening cycle. If the economy evolves broadly as expected, it will likely be appropriate to begin dialing back policy restraint at some point this year. But the economic outlook is uncertain, and ongoing progress toward our 2 percent inflation objective is not assured.”

It seems unlikely that today’s employment report will change how Powell and the other memebers of the Fed’s Federal Open Market Committee evaluate the current economic situation.

Surprisingly Strong Jobs Report

Photo courtesy of Lena Buonanno.

This morning of Friday, February 2, the Bureau of Labor Statistics (BLS) issued its “Employment Situation Report” for January 2024. Economists and policymakers—notably including the members of the Fed’s Federal Open Market Committee (FOMC)—typically focus on the change in total nonfarm payroll employment as recorded in the establishment, or payroll, survey. That number gives what is generally considered to be the best gauge of the current state of the labor market.

Economists surveyed in the past few days by business news outlets had expected that growth in payroll employment would slow to an increase of between 180,000 and 190,000 from the increase in December, which the BLS had an initially estimated as 216,00. (For examples of employment forecasts, see here and here.) Instead, the report indicated that net employment had increased by 353,000—nearly twice the expected amount. (The full report can be found here.)

In this previous blog post on the December employment report, we noted that although the net increase in employment in that month was still well above the increase of 70,000 to 100,000 new jobs needed to keep up with population growth, employment increases had slowed significantly in the second half of 2023 when compared with the first.

That slowing trend in employment growth did not persist in the latest monthly report. In addition, to the strong January increase of 353,000 jobs, the November 2023 estimate was revised upward from 173,000 jobs to 182,000 jobs, and the December estimate was substantially revised from 216,000 to 333,000. As the following figure from the report shows, the net increase in jobs now appears to have trended upward during the last three months of 2023.

Economists surveyed were also expecting that the unemployment rate—calculated by the BLS from data gathered in the household survey—would increase slightly to 3.8 percent. Instead, it remained constant at 3.7 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 FOMC expect that the unemployment rate during 2024 will be 4.1 percent, a forcast that will be correct only if the demand for labor declines significantly over the rest of the year.

The “Employment Situation Report” also presents data on wages, as measured by average hourly earnings. The growth rate of average hourly earnings, measured as the percentage change from the same month in the previous year, had been slowly declining from March 2022 to October 2023, but has trended upward during the past few months. The growth of average hourly earnings in January 2024 was 4.5 percent, which represents a rise in firms’ labor costs that is likely too high to be consistent with the Fed succeeding in hitting its goal of 2 percent inflation. (Keep in mind, though, as we note in this blog post, changes in average hourly earnings have shortcomings as a measure of changes in the costs of labor to businesses.)

Taken together, the data in today’s “Employment Situation Report” indicate that the U.S. labor market remains very strong. One implication is that the FOMC will almost certainly not cut its target for the federal funds rate at its next meeting on March 19-20. As Fed Chair Jerome Powell noted in a statement to reporters after the FOMC earlier this week: “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. We will continue to make our decisions meeting by meeting.” (A transcript of Powell’s press conference can be found here.) Today’s employment report indicates that conditions in the labor market may not be consistent with a further decline in price inflation.

It’s worth keeping several things in mind when interpreting today’s report.

The payroll employment data and the data on average hourly earnings are subject to substantial revisions. This fact was shown in today’s report by the large upward revision in net employment creation in December, as noted earlier in this post.
A related point: The data reported in this post are all seasonally adjusted, which means that the BLS has revised the raw (non-seasonally adjusted) data to take into account normal fluctuations due to seasonal factors. In particular, employment typically increases substantially during November and December in advance of the holiday season and then declines in January. The BLS attempts to take into account this pattern so that it reports data that show changes in employment during these months holding constant the normal seasonal changes. So, for instance, the raw (non-seasonally adjusted) data show a decrease in payroll employment during January of 2,635,000 as opposed to the seasonally adjusted increase of 353,000. Over time, the BLS revises these seasonal adjustment factors, thereby also revising the seasonally adjusted data. In other words, the BLS’s initial estimates of changes in payroll employment for these months at the end of one year and the beginning of the next should be treated with particular caution.
The establishment survey data on average weekly hours worked show a slow decline since November 2023. Typically, a decline in hours worked is an indication of a weakening labor market rather than the strong labor market indicated by the increase in employment. But as the following figure shows, the data on average weekly hours are noisy in that the fluctuations are relatively large, as are the revisons the BLS makes to these data over time.

4. In contrast to today’s jobs report, other labor market data seem to indicate that the demand for labor is slowing. For instance, quit rates—or the number of people voluntarily leaving their jobs as a percentage of the total number of people employed—have been declining. As shown in the following figure, the quit rate peaked at 3.0 percent in November 2021 and March 2022, and has declined to 2.2 percent in December 2023—a rate lower than just before the beginning of the Covid–19 pandemic.

Similarly, as the following figure shows, the number of job openings per unemployed person has declined from a high of 2.0 in March 2022 to 1.4 in December 2023. This value is still somewhat higher than just before the beginning of the Covid–19 pandemic.

To summarize, recent data on conditions in the labor market have been somewhat mixed. The strong increases in net employment and in average hourly earnings in recent months are in contrast with declining average number of hours worked, a declining quit rate, and a falling number of job openings per unemployed person. Taken together, these data make it likely that the FOMC will be in no hurry to cut its target for the federal funds rate. As a result, long-term interest rates are also likely to remain high in the coming months. The following figure from the Wall Street Journal provides a striking illustration of the effect of today’s jobs report on the bond market, as the interest rate on the 10-year Treasury note rose above 4.0 percent for the first time in more than a month. The interest rate on the 10-year Treasury note plays an important role in the financial system, influencing interest rates on mortgages and corporate bonds.

A Mixed Employment Report

Photo courtesy of Lena Buonanno.

During the last few months of 2023, the macroeconomic data has generally been consistent with the Federal Reserve successfully bringing about a soft landing: Inflation returning to the Fed’s 2 percent target without the economy entering a recession. On the morning of Friday, January 5, the Bureau of Labor Statistics (BLS) issued its latest “Employment Situation Report” for December 2023. The report was generally consistent with the economy still being on course for a soft landing, but because both employment growth and wage growth were stronger than expected, the report makes it somewhat less likely that the Federal Reserve’s Federal Open Market Committee (FOMC) will soon begin reducing its target for the federal funds rate. (The full report can be found here.)

Economists and policymakers—notably including the members of the FOMC—typically focus on the change in total nonfarm payroll employment as recorded in the establishment, or payroll, survey. That number gives what is generally considered to be the best gauge of the current state of the labor market.

The report indicated that during December there had been a net increase of 216,000 jobs. This number was well above the expected gain of 160,000 to 170,000 jobs that several surveys of economists had forecast (see here, here, and here). The BLS revised downward by a total of 71,000 jobs its previous estimates for October and November, somewhat offsetting the surprisingly strong estimated increase in net jobs for December.

The following figure from the report shows the net increase in jobs each month since December 2021. Although the net number of jobs created has trended up from September to December, the longer run trend has been toward slower growth in employment. In the first half of 2023, an average of 257,000 net jobs were created per month, whereas in the second half of 2023, an average of 193,000 net jobs were created per month. Average weekly hours worked have also been slowly trending down, from 34.6 hours per week in January to 34.3 hours per week in December.

Economists surveyed were also expecting that the unemployment rate—calculated by the BLS from data gathered in the household survey—would increase slightly. Instead, it remained constant at 3.7 percent. As the following figure shows, the unemployment rate has been below 4.0 percent each month since December 2021. The members of the FOMC expect that the unemployment rate during 2024 will be 4.1 percent. (The most recent economic projections of the members of the FOMC can be found here.)

Although the employment data indicate that conditions in the labor market are easing in a way that may be consistent with inflation returning to the Fed’s 2 percent target, the data on wage growth are so far sending a different message. Average hourly earnings—data on which are collected in the establishment survey—increased by 4.1 percent in December compared with the same month in 2022. This rate of increase was slightly higher than the 4.0 percent increase in November. The following figure shows movements in the rate of increase in average hourly earnings since January 2021.

In his press conference following the FOMC’s December 13, 2023 meeting, Fed Chair Jerome Powell noted that increases in wages at 4 percent or higher were unlikely to result in inflation declining to the Fed’s 2 percent goal:

“So wages are still running a bit above what would be consistent with 2 percent inflation over a long period of time. They’ve been gradually cooling off. But if wages are running around 4 percent, that’s still a bit above, I would say.”

The FOMC’s next meeting is on January 30-31. At this point it seems likely that the committee will maintain its current target for the federal funds. The data in the latest employment report make it somewhat less likely that the committee will begin reducing its target at its meeting on March 19-20, as some economists and some Wall Street analysts had been expecting. (The calendar of the FOMC’s 2024 meetings can be found here.)

Another Employment Report Consistent with a Soft Landing

Photo courtesy of Lena Buonanno.

In recent months, the macroeconomic data has generally been consistent with the Federal Reserve successfully bringing about a soft landing: Inflation returning to the Fed’s 2 percent target without the economy entering a recession. The Bureau of Labor Statistics’ latest Employment Situation Report, released on the morning of Friday, December 8, was consistent with this trend. (The full report can be found here.)

Economists and policymakers—notably including the members of the Federal Reserve’s Federal Open Market Committee (FOMC)—typically focus on the change in total nonfarm payroll employment as recorded in the establishment, or payroll, survey. That number gives what is generally considered to be the best gauge of the current state of the labor market.

The report indicated that during November there had been a net increase of 199,000 jobs. This number was somewhat above the expected gain of 153,000 jobs Reuters news service reported from its survey of economists and just slightly above an expected gain of 190,000 jobs the Wall Street Journal reported from a separate survey of economists. The BLS revised downward by 35,000 jobs its previous estimate for September. It left its estimate for October unchanged. The following figure from the report shows the net increase in jobs each month since November 2021.

Because the BLS often substantially revises its preliminary estimates of employment from the establishment survey, it’s important not to overinterpret data for a single month or even for a few months. But general trends in the data can give useful information on changes in the state of the labor market. The estimate for November is the fourth time in the past six months that employment has increased by less than 200,000. Prior to that, employment had increased by more than 200,000 every month since January 2021.

Although the rate of job increases is slowing, it’s still above the rate at which new entrants enter the labor market, which is estimated to be roughly 90,000 people per month. The additional jobs are being filled in part by increased employment among people aged 25 to 54—so-called prime-age workers. (We discuss the employment-population ratio in Macroeconomics, Chapter 9, Section 9.1, Economics, Chapter 19, Section 9.1, and Essentials of Economics, Chapter 13, Section 13.1.) As the following figure shows, the employment-population ratio for prime-age workers remains above its level in early 2020, just before the spread of the Covid–19 pandemic in the United States.

The estimated unemployment rate, which is collected in the household survey, was down slightly from 3.9 percent to 3.7 percent. A shown in the following figure, the unemployment rate has been below 4 percent every month since February 2022.

The Employment Situation Report also presents data on wages, as measured by average hourly earnings. The growth rate of average hourly earnings, measured as the percentage change from the same month in the previous year, continued its gradual decline, as shown in the following figure. As a result, upward pressure on prices from rising labor costs is easing. (Keep in mind, though, as we note in this blog post, changes in average hourly earnings have shortcomings as a measure of changes in the costs of labor to businesses.)

Taken together, the data in the latest employment report indicate that the labor market is becoming less tight, reflecting a gradual slowing in U.S. economic growth. The data are consistent with the U.S. economy approaching a soft landing. It’s still worth bearing in mind, of course, that, as Fed Chair Jerome Powell continues to caution, there’s no certainty that inflation won’t surge again or that the U.S. economy won’t enter a recession.

A Review of Recent Macro Data

Some interesting macro data were released during the past two weeks. On the key issues, the data indicate that inflation continues to run in the range of 3.0 percent to 3.5 percent, although depending on which series you focus on, you could conclude that inflation has dropped to a bit below 3 percent or that it is still in vicinity of 4 percent. On balance, output and employment data seem to be indicating that the economy may be cooling in response to the contractionary monetary policy that the Federal Open Market Committee began implementing in March 2022.

We can summarize the key data releases.

Employment, Unemployment, and Wages

On Friday morning, the Bureau of Labor Statistics (BLS) released its Employment Situation report. (The full report can be found here.) Economists and policymakers—notably including the members of the Federal Reserve’s Federal Open Market Committee (FOMC)—typically focus on the change in total nonfarm payroll employment as recorded in the establishment, or payroll, survey. That number gives what is generally considered to be the best indicator of the current state of the labor market.

The previous month’s report included a surprisingly strong net increase of 336,000 jobs during September. Economists surveyed by the Wall Street Journal last week forecast that the net increase in jobs in October would decline to 170,000. The number came in at 150,000, slightly below that estimate. In addition, the BLS revised down the initial estimates of employment growth in August and September by a 101,000 jobs. The figure below shows the net gain in jobs for each month of 2023.

Although there are substantial fluctuations, employment increases have slowed in the second half of the year. The average increase in employment from January to June was 256,667. From July to October the average increase declined to 212,000. In the household survey, the unemployment rate ticked up from 3.8 percent in September to 3.9 percent in October. The unemployment rate has now increased by 0.5 percentage points from its low of 3.4 percent in April of this year.

Finally, data in the employment report provides some evidence of a slowing in wage growth. The following figure shows wage inflation as measured by the percentage increase in average hourly earnings (AHE) from the same month in the previous year. The increase in October was 4.1 percent, continuing a generally downward trend since March 2022, although still somewhat above wage inflation during the pre-2020 period.

As the following figure shows, September growth in average hourly earnings measured as a compound annual growth rate was 2.5 percent, which—if sustained—would be consistent with a rate of price inflation in the range of the Fed’s 2 percent target. (The figure shows only the months since January 2021 to avoid obscuring the values for recent months by including the very large monthly increases and decreases during 2020.)

Job Openings and Labor Turnover Survey (JOLTS)

On November 1, the BLS released its Job Openings and Labor Turnover Survey (JOLTS) report for September 2023. (The full report can be found here.) The report indicated that the number of unfilled job openings was 9.5 million, well below the peak of 11.8 million job openings in December 2021 but—as shown in the following figure—well above prepandemic levels.

The following figure shows the ratio of the number of job opening to the number of unemployed people. The figure shows that, after peaking at 2.0 job openings per unemployed person in in March 2022, the ratio has decline to 1.5 job opening per unemployed person in September 2022. While high, that ratio was much closer to the ratio of 1.2 that prevailed during the year before the pandemic. In other words, while the labor market still appears to be strong, it has weakened somewhat in recent months.

Employment Cost Index

As we note in this blog post, the employment cost index (ECI), published quarterly by the BLS, measures the cost to employers per employee hour worked and can be a better measure than AHE of the labor costs employers face. The BLS released its most recent report on October 31. (The report can be found here.) The first figure shows the percentage change in ECI from the same quarter in the previous year. The second figure shows the compound annual growth rate of the ECI. Both measures show a general downward trend in the growth of labor costs, although compound annual rate of change shows an uptick in the third quarter of 2023. (We look at wages and salaries rather than total compensation because non-wage and salary compensation can be subject to fluctuations unrelated to underlying trends in labor costs.)

The Federal Open Market Committee’s October 31-November 1 Meeting

As was widely expected from indications in recent statements by committee members, the Federal Open Market Committee voted at its most recent meeting to hold constant its targe range for the federal funds rate at 5.25 percent to 5.50 percent. (The FOMC’s statement can be found here.)

At a press conference following the meeting, Fed Chair Jerome Powell remarks made it seem unlikely that the FOMC would raise its target for the federal funds rate at its December 14-15 meeting—the last meeting of 2023. But Powell also noted that the committee was unlikely to reduce its target for the federal funds rate in the near future (as some economists and financial jounalists had speculated): “The fact is the Committee is not thinking about rate cuts right now at all. We’re not talking about rate cuts, we’re still very focused on the first question, which is: have we achieved a stance of monetary policy that’s sufficiently restrictive to bring inflation down to 2 percent over time, sustainably?” (The transcript of Powell’s press conference can be found here.)

Investors in the bond market reacted to Powell’s press conference by pushing down the interest rate on the 10-year Treasury note, as shown in the following figure. (Note that the figure gives daily values with the gaps representing days on which the bond market was closed) The interest rate on the Treasury note reflects investors expectations of future short-term interest rates (as well as other factors). Investors interpreted Powell’s remarks as indicating that short-term rates may be somewhat lower than they had previously expected.

Real GDP and the Atlanta Fed’s Real GDPNow Estimate for the Fourth Quarter

On October 26, the Bureau of Economic Analysis (BEA) released its advance estimate of real GDP for the third quarter of 2023. (The full report can be found here.) We discussed the report in this recent blog post. Although, as we note in that post, the estimated increase in real GDP of 4.9 percent is quite strong, there are indications that real GDP may be growing significantly more slowly during the current (fourth) quarter.

The Federal Reserve Bank of Atlanta compiles a forecast of real GDP called GDPNow. The GDPNow forecast uses data that are released monthly on 13 components of GDP. This method allows economists at the Atlanta Fed to issue forecasts of real GDP well in advance of the BEA’s estimates. On November 1, the GDPNow forecast was that real GDP in the fourth quarter of 2023 would increase at a slow rate of 1.2 percent. If this preliminary estimate proves to be accurate, the growth rate of the U.S. economy will have sharply declined from the third to the fourth quarter.

Fed Chair Powell has indicated that economic growth will likely need to slow if the inflation rate is to fall back to the target rate of 2 percent. The hope, of course, is that contractionary monetary policy doesn’t cause aggregate demand growth to slow to the point that the economy slips into a recession.

The Labor Market Continues to Cool

As we discussed in this post, most recent data are consistent with the labor market having cooled, which should reduce upward pressure on wages and prices. On Friday morning, the Bureau of Labor Statistics (BLS) released its employment report for August 2023. (The report can be found here.) On balance, the data in the report are consistent with the labor market continuing to cool.

Data from the establishment survey showed an increase in payroll employment of 187,000, which is close to the increase of 170,000 economists surveyed by the Wall Street Journal had forecast. The following figure shows monthly changes in payroll employment since January 2021.

Although the month-to-month changes have been particularly volatile during this period as the U.S. economy recovered from the Covid–19 recession, the general trend in job creation has been downward. The following table shows average monthly increases in payroll employment for 2021, 2022, and 2023 through August. In the most recent three-month period, the average monthly increase in employment was 150,000.

Period	Average Monthly Increases in Employment
2021	606,000
2022	399,000
Jan.-Aug. 2023	236,000

The BLS revised downward its previous estimates of employment increases in June and July by a combined 110,000. The changes to the estimate of the employment increase for June are particularly notable. As the following graph shows, on July 7, the BLS initially estimated the increase as 209,000. The BLS’s first revision on August 4, lowered the estimate to an increase of 187,000. The BLS’s second revision on September 1, lowered the estimate further to 105,000. In other words, the BLS now estimates that employment increased by only half as much in June as it initially reported. As we discuss in Macroeconomics, Chapter 9, Section 9.1 (Economics, Chapter 19, Section 19.1 and Essentials of Economics, Chapter 13, Section 13.1), the revisions that the BLS makes to its employment estimates are likely to be particularly large when the economy is about to enter a period of significantly lower or higher growth. So, the large revisions to the June employment estimate may indicate that during the summer economic growth slowed and labor market conditions eased.

Data from the household survey showed the unemployment rate increasing from 3.5 percent in July to 3.8 percent in August. The following figure shows that the unemployment rate has fluctuated in a narrow range since March 2022. Employment as estimated from the household survey increased by 222,000. The seeming paradox of the number of people employed and the unemployment rate both increasing is accounted for by the substantial 736,000 increase in the labor force.

Finally, as the first of the following figures shows, measured as the percentage change from the same month in the previous year, the increase in average hourly earnings (AHE) remained in its recent range of between 4.25 and 4.50 percent. That rate is down from its peak in mid-2022 but still above the rate of increase in 2019, before the pandemic. But, as the second figure shows, if we look at the compound rate of increase in AHE—that is the rate at which AHE would increase for the year if the current rate of monthly increase persisted over the following 11 months—we can see a significant cooling in the rate at which wages are increasing.

As a reminder, AHE are the wages and salaries per hour worked that private, nonfarm businesses pay workers. AHE don’t include the value of benefits that firms provide workers, such as contributions to 401(k) retirement accounts or health insurance. As an economy-wide average they suffer from a composition effect during periods in which employment either increases or decreases substantially because the mix of high-wage and low-wage workers may change. AHE are also subject to significant revisions. Therefore, short-range changes in AHE can sometimes be misleading indicators of the state of the labor market.

Unraveling the Mysteries of the May 2023 Employment Situation Report

(Photo from the Associated Press via the Wall Street Journal.)

During most periods, the “Employment Situation” report that the Bureau of Labor Statistics issues on the first Friday of each month includes the most closely watched macroeconomic data. Since the spring of 2021, high inflation rates have made the BLS’s “Consumer Price Index Summary” at least a close second in interest to the employment report. The data in the CPI report is usually more readily comprehensible than the data in the employment report. So, we think it’s worth class time to go into some of the details of the employment report, as we do in Macroeconomics, Chapter 9, Section 9.1, Economics, Chapter 19, Section 19.1, and Essentials of Economics, Chapter 13, Section 13.1.

When the BLS released the May employment report, the Wall Street Journal noted that: “Employers added 339,000 jobs last month; unemployment rate rose to 3.7%.” Employment increased … but the unemployment rate also rose? How is that possible? One key to understanding media accounts of the report is to note that the report contains data from two separate surveys: 1) the household survey and 2) the employment or establishment survey. As in the statement just quoted from the Wall Street Journal, media accounts often mix data from the two surveys.

The data showing an increase of 339,000 jobs in May are from the payroll survey, while the data showing that the unemployment rate rose are from the household survey. Below we reproduce part of the relevant table from the report showing some of the data from the household survey. Note that total employment in the household survey falls by 310,000, so there appears to be no contradiction to explain—the unemployment rate increased because the number of people employed fell and the number of people unemployed rose. But why, then, did employment rise in the payroll survey?

Employment can rise in one survey and fall in the other because: 1) the types of employment measured in the two series differ, 2) the periods during which the data are collected differ, and 3) because of measurement error. The household survey uses a broader measure of employment that includes several categories of workers who are not included in the payroll survey: agricultural workers, self-employed workers, unpaid workers in family businesses, workers employed in private households rather than in businsses, and workers on unpaid leave from their jobs. In addition, the payroll employment numbers are revised—sometimes substantially—as additional data are collected from firms, while the household employment numbers are subject to much smaller revisions because data in the household survey are collected during a single week. A detailed discussion of the differences between the employment measures in the two series can be found here.

Usefully, the BLS publishes a series labeled “Adjusted employment” that estimates what the value for household employment would be if the household survey was measuring the same categories of employment as the payroll survey. In this case, the adjusted employment series shows an increase in employment in May of 394,000—close to the payroll survey’s increase of 339,000.

To summarize, the May employment report indicates that payroll employment increased, while the non-payroll categories of household employment declined, and the unemployment rate rose. Note also in the table above that the number of people counted as not being in labor force rose slightly and the employment-population ratio fell slightly. Average weekly hours (not shown in the table above) decreased slightly from 34.4 hours per week to 34.3.

A reasonable conclusion from the report is that the labor market remains strong, although it may have weakened slightly. Prior to release of the report, there was much speculation in the business press about how the report might affect the deliberations of the Federal Reserve’s Federal Open Market Committe (FOMC) at its next meeting to be held on June 13th and 14th. The report showed stronger employment growth than economists surveyed by Dow Jones had expected, indicating that the FOMC was likely to remain concerned that a tight labor market might continue to put upward pressure on wages, which firms could pass through to higher prices. Members of the FOMC had been signalling that they were likely to keep their target for the federal funds rate unchanged in June. The reported employment increase was likely not large enough to cause the FOMC to change course.