Tag: Household survey

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.

PeriodAverage Monthly Increases in Employment
2021606,000
2022399,000
Jan.-Aug. 2023236,000

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.

Solved Problem: How Can Total Employment and the Unemployment Rate Both Increase?

Photo from the New York Times.

Supports: Macroeconomics, Chapter 9, Section 9.1, Economics Chapter 19, Section 19.1, and Essentials of Economics, Chapter 13, Section 13.1.

As it does on the first Friday of each month, on September 2, 2022, the U.S. Bureau of Labor Statistics (BLS) released its “Employment Situation” report for August 2022. According to the household survey data in the report, total employment in the U.S. economy increased in August by 442,000 compared with July. The unemployment rate rose from 3.5 percent in July to 3.7 percent in August. According to the establishment survey, the total number of workers on payrolls increased in August by 315,000 compared with July.

  1. How are the data in the household survey collected? How are the data in the establishment survey collected?
  2. Why are the estimated increases in employment from July to August 2022 in the two surveys different? 
  3. Briefly explain how it is possible for the household survey to report in a given month that both total employment and the unemployment rate increased.

Solving the Problem

Step 1: Review the chapter material. This problem is about how the BLS reports data on employment and unemployment, so you may want to review Chapter 9, Section 9.1, “Measuring the Unemployment Rate, the Labor Force Participation Rate, and the Employment–Population Ratio.” 

Step 2: Answer part a. by explaining how the data from the two surveys are collected. As discussed in Section 9.1, the data in the household survey is from interviews with a sample of 60,000 households, chosen to represent the U.S. population. The data in the establishment survey—sometimes called the payroll survey in media stories—is from a sample of 300,000 establishments (factories, stores, and offices).  

Step 3: Answer part b. by explaining why the estimated increase in employment is different in the two surveys.  First note that the BLS intends the surveys to estimate two different measures of employment. The household survey includes people working at jobs of all types, including people who are self-employed or who are unpaid family workers, whereas the establishment survey includes only people who appear on a non-agricultural firm’s payroll, so the self-employed, farm workers, and unpaid family workers aren’t counted. Second, the data are collected from surveys and so—like all estimates that rely on surveys—will have some measurement error.  That is, the actual increase in employment—either total employment in the household survey or payroll employment in the establishment survey—is likely to be larger or smaller than the reported estimates. The estimates in the establishment survey are revised in later months as the BLS receives additional data on payroll employment. In contrast, the estimates in household survey are ordinarily not revised because they are based only on a survey conducted once per month.  

Step 4: Answer part c. by explaining how in a given month the household survey may report an increase in both employment and the unemployment rate.  The BLS’s estimate of the unemployment is calculated from responses to the household survey. (The establishment survey doesn’t report an estimate of the unemployment rate.) The unemployment rate equals the total number of people unemployed divided by the labor force, multiplied by 100. The labor force equals the sum of the employed and the unemployed. If the number of people employed increases—thereby increasing the denominator in the unemployment rate equation—while the number of people unemployed remains the same or falls, as a matter of arithmetic the unemployment rate will have to fall. 

The BLS reported that the unemployment rate in August 2022 rose even though total employment increased. That outcome is possible only if the number of people who are unemployed also increased, resulting in a proportionally larger increase in the numerator in the unemployment equation relative to the denominator. In fact, the BLS estimated that the number of people unemployed increased by 344,000 from July to August 2022. Employment and unemployment both increasing during a month happens fairly often during an economic expansion as some people who had been out of the labor force—and, therefore, not counted by the BLS as being unemployed—begin to search for work during the month but don’t find jobs.

Source: U.S. Bureau of Labor Statistics, “The Employment Situation—August 2022,” bls.gov, September 2, 2022.  

The Surprisingly Strong Employment Report for January 2022

Leisure and hospitality was one of the industries showing surprisingly strong job growth during January 2022. Photo from the New York Times.

The Bureau of Labor Statistics’ monthly report on the “Employment Situation” is generally considered the best source of information on the current state of the labor market. As we discuss in Macroeconomics, Chapter 9, Section 9.1 (and in Economics, Chapter 19, Section 19.1), economists, policymakers, and investors generally focus more on the establishment survey data on total payroll employment than on the household survey data on the unemployment rate. The initial data on employment from the establishment survey are subject to substantial revisions over time (we discuss this point further below). But the establishment survey has the advantage of being determined by data taken from actual payrolls rather than by unverified answers to survey questions, as is the case with the household survey data. 

The establishment survey data for January 2022 (released on February 4, 2022) showed a surprisingly large increase in employment of 467,000. The consensus forecast had been for a significantly smaller increase of 150,000, with many economists expecting that the data would show a decrease in employment. The establishment survey is collected for pay periods that include the 12th of the month. In January 2022, in many places in the United States that pay period coincided with the height of the wave of infections from the Omicron variant of Covid-19. And, in fact, according to the household survey, the number of people out of work because of illness was 3.6 million in January—the most during the Covid-19 pandemic. So it seemed likely that payroll employment would have declined in January. But despite the difficulties caused by the pandemic, payroll employment increased substantially, likely reflecting firms’ continuing high demand for workers—a demand reflected in the very high level of job openings.

The employment report includes the BLS’s annual data revisions, which are based on a comprehensive payroll count for a particular month in the previous year—in this case, March 2021. The revisions also incorporate changes to the BLS’s seasonal adjustment factors. Each month, the BLS adjusts the raw payroll employment data to reflect seasonal fluctuations such as occur during and after the end-of-year holiday period. For instance, the change from December 2020 to January 2021 in the raw employment data was −2,824,000, whereas the adjusted change was 467,000 (as noted earlier). Obviously this difference is very large and is attributable to the BLS’s seasonal adjustments removing the employment surge in December attributable to seasonal hiring by retail stores, delivery firms, and other businesses strongly affected by the holidays.

The changes to the seasonal adjustment factors made the revisions to the 2021 payroll employment numbers unusually large. For instance, the BLS initially reported that employment increased from June 2021 to July 2021 by 1,091,000, whereas the revision reduced the increase to 689,000. Table A below is reproduced from the BLS report; the figure below the table shows the changes in employment from the previous month as originally published and as revised in the January report. Overall, the BLS revisions now show that employment increased by 217,000 more from 2020 to 2021 than initially estimated. The BLS expressed the opinion that: “Going forward, the updated models should produce more reliable estimates of seasonal movements. [Because there are now] more monthly observations related to the historically large job losses and gains seen in the pandemic-driven recession and recovery, the models can better distinguish normal seasonal movements from underlying trends.”

Source: The BLS “Employment Situation” report can be found here.