In the fourth quarter of 2023, the unemployment rate averaged 3.8 percent, slightly higher than the rate of 3.6 percent in the fourth quarter of 2022.1 The number of unemployed people was 6.3 million, up from 5.9 million at the end of 2022.2 Most of this modest increase in unemployment occurred in the latter half of 2023.

Total employment, as measured by the Current Population Survey (CPS), rose over the year, although the employment­­­­–population ratio, at 60.3 percent in the fourth quarter of 2023, changed little (after removing the effects of annual adjustments to population controls introduced at the beginning of the year).3 The labor force participation rate (the percentage of the population age 16 and older who are either employed or actively seeking employment) rose to 62.6 percent. (See appendix A for more information about the CPS and the Current Employment Statistics survey. See appendix B for more information on the annual adjustments to CPS population controls.)

This article highlights a broad range of economic indicators from the CPS to provide a picture of labor market performance in 2023, both overall and for various demographic groups. This article provides 2023 updates on usual weekly earnings, labor force flows, and those not in the labor force. It summarizes recent changes in the employment situations of veterans, people with a disability, and the foreign born. This article also presents new data on people who teleworked or worked at home for pay.

Unemployment increased among men in 2023

In 2023, the overall number of unemployed people changed little through the second quarter, but this number edged higher in the third quarter and remained near this level for the remainder of the year. There were 6.3 million unemployed people in the fourth quarter of 2023, up from 5.9 million a year prior. The unemployment rate showed little movement through the second quarter of 2023 but then rose slightly; the unemployment rate averaged 3.8 percent in the fourth quarter. This was up by 0.2 percentage point from the fourth quarter 2022 average of 3.6 percent. (See chart 1.)

Chart 1. Unemployment rate for people 16 years and older, quarterly averages, seasonally adjusted, 1968–2023 (in percent)
Quarter Unemployment rate

Q1 1968

3.7

Q2 1968

3.5

Q3 1968

3.5

Q4 1968

3.4

Q1 1969

3.4

Q2 1969

3.4

Q3 1969

3.6

Q4 1969

3.6

Q1 1970

4.2

Q2 1970

4.8

Q3 1970

5.2

Q4 1970

5.8

Q1 1971

5.9

Q2 1971

5.9

Q3 1971

6.0

Q4 1971

6.0

Q1 1972

5.8

Q2 1972

5.7

Q3 1972

5.6

Q4 1972

5.3

Q1 1973

5.0

Q2 1973

4.9

Q3 1973

4.8

Q4 1973

4.8

Q1 1974

5.1

Q2 1974

5.2

Q3 1974

5.6

Q4 1974

6.6

Q1 1975

8.2

Q2 1975

8.9

Q3 1975

8.5

Q4 1975

8.3

Q1 1976

7.7

Q2 1976

7.6

Q3 1976

7.7

Q4 1976

7.8

Q1 1977

7.5

Q2 1977

7.1

Q3 1977

6.9

Q4 1977

6.6

Q1 1978

6.3

Q2 1978

6.0

Q3 1978

6.0

Q4 1978

5.9

Q1 1979

5.9

Q2 1979

5.7

Q3 1979

5.9

Q4 1979

5.9

Q1 1980

6.3

Q2 1980

7.3

Q3 1980

7.7

Q4 1980

7.4

Q1 1981

7.4

Q2 1981

7.4

Q3 1981

7.4

Q4 1981

8.2

Q1 1982

8.8

Q2 1982

9.4

Q3 1982

9.9

Q4 1982

10.7

Q1 1983

10.4

Q2 1983

10.1

Q3 1983

9.4

Q4 1983

8.5

Q1 1984

7.9

Q2 1984

7.5

Q3 1984

7.4

Q4 1984

7.3

Q1 1985

7.3

Q2 1985

7.3

Q3 1985

7.2

Q4 1985

7.0

Q1 1986

7.0

Q2 1986

7.2

Q3 1986

7.0

Q4 1986

6.8

Q1 1987

6.6

Q2 1987

6.3

Q3 1987

6.0

Q4 1987

5.9

Q1 1988

5.7

Q2 1988

5.5

Q3 1988

5.5

Q4 1988

5.3

Q1 1989

5.2

Q2 1989

5.2

Q3 1989

5.3

Q4 1989

5.4

Q1 1990

5.3

Q2 1990

5.3

Q3 1990

5.7

Q4 1990

6.1

Q1 1991

6.6

Q2 1991

6.8

Q3 1991

6.9

Q4 1991

7.1

Q1 1992

7.4

Q2 1992

7.6

Q3 1992

7.6

Q4 1992

7.4

Q1 1993

7.2

Q2 1993

7.1

Q3 1993

6.8

Q4 1993

6.6

Q1 1994

6.6

Q2 1994

6.2

Q3 1994

6.0

Q4 1994

5.6

Q1 1995

5.5

Q2 1995

5.7

Q3 1995

5.7

Q4 1995

5.6

Q1 1996

5.5

Q2 1996

5.5

Q3 1996

5.3

Q4 1996

5.3

Q1 1997

5.2

Q2 1997

5.0

Q3 1997

4.9

Q4 1997

4.7

Q1 1998

4.6

Q2 1998

4.4

Q3 1998

4.5

Q4 1998

4.4

Q1 1999

4.3

Q2 1999

4.3

Q3 1999

4.2

Q4 1999

4.1

Q1 2000

4.0

Q2 2000

3.9

Q3 2000

4.0

Q4 2000

3.9

Q1 2001

4.2

Q2 2001

4.4

Q3 2001

4.8

Q4 2001

5.5

Q1 2002

5.7

Q2 2002

5.8

Q3 2002

5.7

Q4 2002

5.8

Q1 2003

5.9

Q2 2003

6.2

Q3 2003

6.1

Q4 2003

5.8

Q1 2004

5.7

Q2 2004

5.6

Q3 2004

5.4

Q4 2004

5.4

Q1 2005

5.3

Q2 2005

5.1

Q3 2005

5.0

Q4 2005

5.0

Q1 2006

4.7

Q2 2006

4.7

Q3 2006

4.6

Q4 2006

4.5

Q1 2007

4.5

Q2 2007

4.5

Q3 2007

4.7

Q4 2007

4.8

Q1 2008

5.0

Q2 2008

5.3

Q3 2008

6.0

Q4 2008

6.9

Q1 2009

8.3

Q2 2009

9.3

Q3 2009

9.6

Q4 2009

9.9

Q1 2010

9.8

Q2 2010

9.7

Q3 2010

9.5

Q4 2010

9.5

Q1 2011

9.0

Q2 2011

9.1

Q3 2011

9.0

Q4 2011

8.7

Q1 2012

8.3

Q2 2012

8.2

Q3 2012

8.0

Q4 2012

7.8

Q1 2013

7.7

Q2 2013

7.5

Q3 2013

7.3

Q4 2013

7.0

Q1 2014

6.6

Q2 2014

6.2

Q3 2014

6.1

Q4 2014

5.7

Q1 2015

5.5

Q2 2015

5.4

Q3 2015

5.1

Q4 2015

5.0

Q1 2016

4.9

Q2 2016

4.9

Q3 2016

4.9

Q4 2016

4.8

Q1 2017

4.6

Q2 2017

4.4

Q3 2017

4.3

Q4 2017

4.2

Q1 2018

4.0

Q2 2018

3.9

Q3 2018

3.8

Q4 2018

3.8

Q1 2019

3.8

Q2 2019

3.6

Q3 2019

3.6

Q4 2019

3.6

Q1 2020

3.8

Q2 2020

13.0

Q3 2020

8.8

Q4 2020

6.7

Q1 2021

6.2

Q2 2021

5.9

Q3 2021

5.1

Q4 2021

4.2

Q1 2022

3.8

Q2 2022

3.7

Q3 2022

3.6

Q4 2022

3.6

Q1 2023

3.5

Q2 2023

3.6

Q3 2023

3.7

Q4 2023

3.8

The modest increase in unemployment in 2023 was concentrated among men. The number of unemployed men rose by about 400,000 (to 3.6 million) from the fourth quarter of 2022 to the fourth quarter of 2023, and their unemployment rate increased by 0.4 percentage point to 4.0 percent. In contrast, the number of unemployed women held relatively steady in 2023. At around 2.8 million in the fourth quarter, the number of unemployed women was little different from a year earlier; their jobless rate was also little changed over the year at 3.5 percent. (See table 1.)

Table 1. Employment status of the civilian noninstitutional population 16 years and older by sex, race, and Hispanic or Latino ethnicity, quarterly averages, seasonally adjusted, 2022–2023 (in thousands)
CharacteristicFourth quarter 20222023
First quarterSecond quarterThird quarterFourth quarter

Total, 16 years and older

Civilian labor force

164,706166,275166,834167,617167,767

Participation rate (percent)

62.262.562.662.762.6

Employed

158,838160,426160,891161,420161,443

Employment–population ratio (percent)

60.060.360.360.460.3

Unemployed

5,8685,8495,9436,1976,324

Unemployment rate (percent)

3.63.53.63.73.8

Men, 16 years and older

Civilian labor force

87,83888,50088,71989,06689,258

Participation rate (percent)

68.168.068.168.268.2

Employed

84,71385,31285,47485,55585,700

Employment–population ratio (percent)

65.765.665.665.565.5

Unemployed

3,1253,1883,2453,5113,557

Unemployment rate (percent)

3.63.63.73.94.0

Women, 16 years and older

Civilian labor force

76,86877,77578,11478,55178,509

Participation rate (percent)

56.657.257.357.557.3

Employed

74,12575,11375,41675,86475,742

Employment–population ratio (percent)

54.655.255.355.555.3

Unemployed

2,7432,6622,6982,6862,767

Unemployment rate (percent)

3.63.43.53.43.5

White

Civilian labor force

126,101126,828127,294127,679127,537

Participation rate (percent)

61.962.162.362.462.2

Employed

122,100122,802123,263123,437123,183

Employment-population ratio (percent)

60.060.260.360.360.1

Unemployed

4,0014,0274,0314,2424,354

Unemployment rate (percent)

3.23.23.23.33.4

Black or African American

Civilian labor force

21,35721,88721,77521,81822,056

Participation rate (percent)

62.363.462.962.863.3

Employed

20,13620,69920,57920,60020,825

Employment–population ratio (percent)

58.860.059.559.359.8

Unemployed

1,2201,1871,1961,2181,231

Unemployment rate (percent)

5.75.45.55.65.6

Asian

Civilian labor force

11,03511,33111,40011,53411,491

Participation rate (percent)

64.864.765.165.664.7

Employed

10,74110,98711,06011,21311,120

Employment–population ratio (percent)

63.062.763.163.862.6

Unemployed

294343340321371

Unemployment rate (percent)

2.73.03.02.83.2

Hispanic or Latino ethnicity

Civilian labor force

30,77631,41731,72932,04832,079

Participation rate (percent)

66.166.767.067.266.9

Employed

29,49929,87730,38230,56630,547

Employment–population ratio (percent)

63.463.464.164.163.7

Unemployed

1,2761,5391,3471,4821,533

Unemployment rate (percent)

4.14.94.24.64.8

Unemployment rate for Black people hovered near its record low during 2023

The jobless rate for Black people was little changed over the year at 5.6 percent in the fourth quarter of 2023 and remained near the historic low of 5.4 percent (for the quarterly series), but Black people continued to have the highest unemployment rate among the major race and ethnicity groups.4 By comparison, the unemployment rate for Asians edged up over the year to 3.2 percent in the fourth quarter of 2023. The jobless rates for Whites and Hispanics both rose over the year to 3.4 percent and 4.8 percent, respectively.5 (See chart 2.)

Chart 2. Unemployment rates, by race and Hispanic or Latino ethnicity, quarterly averages, seasonally adjusted, 1994–2023 (in percent)
Quarter Whites Blacks Asians Hispanics

Q1 1994

5.7 12.8 1 10.2

Q2 1994

5.4 11.6 1 10.3

Q3 1994

5.2 10.9 1 10.0

Q4 1994

4.9 10.7 1 9.2

Q1 1995

4.8 10.0 1 9.4

Q2 1995

5.0 10.5 1 9.3

Q3 1995

4.9 11.0 1 9.2

Q4 1995

4.9 9.9 1 9.4

Q1 1996

4.8 10.4 1 9.6

Q2 1996

4.8 10.5 1 9.3

Q3 1996

4.5 10.6 1 8.6

Q4 1996

4.6 10.6 1 8.0

Q1 1997

4.5 10.7 1 8.3

Q2 1997

4.2 10.4 1 7.8

Q3 1997

4.2 9.5 1 7.5

Q4 1997

4.0 9.7 1 7.3

Q1 1998

4.0 9.3 1 7.0

Q2 1998

3.8 8.9 1 7.0

Q3 1998

3.9 9.1 1 7.3

Q4 1998

3.9 8.3 1 7.3

Q1 1999

3.7 8.0 1 6.4

Q2 1999

3.8 7.6 1 6.8

Q3 1999

3.7 8.3 1 6.6

Q4 1999

3.5 8.1 1 6.1

Q1 2000

3.5 7.9 3.8 5.8

Q2 2000

3.4 7.5 3.8 5.7

Q3 2000

3.5 7.6 3.7 5.9

Q4 2000

3.4 7.3 3.1 5.6

Q1 2001

3.7 8.1 3.4 6.0

Q2 2001

3.9 8.1 3.9 6.4

Q3 2001

4.2 8.7 5.2 6.5

Q4 2001

4.9 9.8 5.3 7.4

Q1 2002

5.0 10.1 5.6 7.4

Q2 2002

5.1 10.5 6.2 7.5

Q3 2002

5.1 9.8 6.0 7.4

Q4 2002

5.1 10.6 5.7 7.9

Q1 2003

5.1 10.5 6.0 7.8

Q2 2003

5.4 11.1 6.2 8.0

Q3 2003

5.4 11.0 6.1 7.7

Q4 2003

5.1 10.6 5.6 7.2

Q1 2004

5.0 10.1 4.7 7.4

Q2 2004

5.0 10.0 4.5 6.9

Q3 2004

4.7 10.6 4.1 6.8

Q4 2004

4.6 10.7 4.4 6.7

Q1 2005

4.5 10.6 4.2 6.1

Q2 2005

4.4 10.2 3.9 6.0

Q3 2005

4.3 9.4 4.3 5.9

Q4 2005

4.3 9.7 3.5 6.1

Q1 2006

4.1 9.3 3.3 5.4

Q2 2006

4.1 9.0 3.4 5.2

Q3 2006

4.0 9.1 2.8 5.3

Q4 2006

3.9 8.4 2.8 5.0

Q1 2007

4.0 8.1 3.0 5.2

Q2 2007

4.0 8.3 3.1 5.7

Q3 2007

4.2 7.9 3.2 5.7

Q4 2007

4.3 8.7 3.7 6.0

Q1 2008

4.4 8.9 3.3 6.4

Q2 2008

4.7 9.2 3.9 7.2

Q3 2008

5.3 10.6 4.1 7.9

Q4 2008

6.3 11.7 4.6 9.0

Q1 2009

7.6 13.4 6.5 11.0

Q2 2009

8.5 14.9 7.2 11.9

Q3 2009

8.8 15.0 7.7 12.7

Q4 2009

9.1 15.9 7.7 12.7

Q1 2010

8.9 16.5 8.0 12.8

Q2 2010

8.8 15.8 7.4 12.3

Q3 2010

8.6 15.9 7.3 12.2

Q4 2010

8.7 15.8 7.3 12.7

Q1 2011

8.1 15.7 6.9 11.9

Q2 2011

8.0 16.3 6.8 11.7

Q3 2011

7.9 16.1 7.5 11.2

Q4 2011

7.7 15.2 6.9 11.2

Q1 2012

7.4 13.9 6.4 10.7

Q2 2012

7.4 13.8 5.6 10.7

Q3 2012

7.2 13.9 5.6 10.0

Q4 2012

6.9 13.8 6.0 9.8

Q1 2013

6.9 13.5 5.8 9.6

Q2 2013

6.7 13.6 4.8 9.0

Q3 2013

6.4 12.8 5.3 9.1

Q4 2013

6.1 12.4 5.0 8.7

Q1 2014

5.7 12.0 5.4 8.1

Q2 2014

5.3 11.3 5.4 7.6

Q3 2014

5.2 11.3 4.4 7.3

Q4 2014

4.9 10.7 4.7 6.6

Q1 2015

4.8 10.1 3.7 6.7

Q2 2015

4.7 9.9 4.1 6.8

Q3 2015

4.4 9.3 3.6 6.6

Q4 2015

4.4 9.0 3.9 6.3

Q1 2016

4.2 8.7 3.8 5.7

Q2 2016

4.3 8.5 3.8 5.9

Q3 2016

4.3 8.2 3.9 5.8

Q4 2016

4.3 8.3 3.1 5.7

Q1 2017

4.0 7.8 3.4 5.4

Q2 2017

3.8 7.4 3.5 5.1

Q3 2017

3.8 7.4 3.7 5.1

Q4 2017

3.6 7.3 2.9 5.0

Q1 2018

3.5 7.0 3.0 4.9

Q2 2018

3.5 6.2 2.8 4.7

Q3 2018

3.4 6.3 3.1 4.6

Q4 2018

3.4 6.4 3.1 4.5

Q1 2019

3.3 7.0 3.1 4.6

Q2 2019

3.2 6.2 2.3 4.2

Q3 2019

3.3 5.4 2.7 4.2

Q4 2019

3.2 5.7 2.7 4.2

Q1 2020

3.3 6.5 3.2 4.9

Q2 2020

12.1 16.4 14.4 17.0

Q3 2020

7.9 13.0 10.5 11.2

Q4 2020

6.0 10.3 6.7 8.9

Q1 2021

5.5 9.7 5.9 8.3

Q2 2021

5.2 9.5 5.7 7.5

Q3 2021

4.5 8.1 4.7 6.3

Q4 2021

3.6 7.0 3.9 5.1

Q1 2022

3.3 6.7 3.1 4.4

Q2 2022

3.3 6.0 2.8 4.3

Q3 2022

3.1 6.0 2.7 4.2

Q4 2022

3.2 5.7 2.7 4.1

Q1 2023

3.2 5.4 3.0 4.9

Q2 2023

3.2 5.5 3.0 4.2

Q3 2023

3.3 5.6 2.8 4.6

Q4 2023

3.4 5.6 3.2 4.8

Jobless rate of prime-working-age women near prepandemic low

The unemployment rate for people 16 to 24 years old changed little in 2023. Within this age group, the pattern differed for teenagers and young adults. The jobless rate for teenagers (those ages 16 to 19) edged up from 10.8 percent in the fourth quarter of 2022 to 12.1 percent in the fourth quarter of 2023. The jobless rate for young adults (those ages 20 to 24), which tends to be much lower than that for teenagers, also fluctuated during the year; it measured 6.7 percent in the fourth quarter, which was little changed from the rate recorded at the end of 2022. (See table 2.)

Table 2. Employment status of the civilian noninstitutional population 16 years and older, by age and sex, quarterly averages, seasonally adjusted, 2022–2023 (in thousands)
CharacteristicFourth quarter 20222023
First quarterSecond quarterThird quarterFourth quarter

Total, 16 to 24 years

Civilian labor force

21,20622,28222,03021,99822,226

Participation rate (percent)

55.756.756.055.956.4

Employed

19,48220,52220,44620,16620,389

Employment–population ratio (percent)

51.252.352.051.251.8

Unemployed

1,7241,7591,5841,8321,837

Unemployment rate (percent)

8.17.97.28.38.3

Total, 16 to 19 years

Civilian labor force

6,3506,3936,3136,2906,473

Participation rate (percent)

37.137.336.736.537.5

Employed

5,6645,7225,6645,5495,686

Employment–population ratio (percent)

33.133.432.932.232.9

Unemployed

686670649741786

Unemployment rate (percent)

10.810.510.311.812.1

Total, 20 to 24 years

Civilian labor force

14,85615,88915,71815,70815,753

Participation rate (percent)

71.071.871.171.071.2

Employed

13,81814,80014,78214,61714,703

Employment–population ratio (percent)

66.166.966.866.166.5

Unemployed

1,0381,0899361,0901,050

Unemployment rate (percent)

7.06.96.06.96.7

Total, 25 to 54 years

Civilian labor force

104,889105,984106,597106,849106,738

Participation rate (percent)

82.583.083.483.583.3

Employed

101,669102,805103,263103,513103,308

Employment–population ratio (percent)

79.980.580.880.980.6

Unemployed

3,2203,1783,3343,3363,430

Unemployment rate (percent)

3.13.03.13.13.2

Men, 25 to 54 years

Civilian labor force

55,94356,74056,95857,19557,114

Participation rate (percent)

88.688.989.189.489.2

Employed

54,27255,00755,19655,29955,151

Employment–population ratio (percent)

85.986.286.486.486.1

Unemployed

1,6711,7331,7621,8961,963

Unemployment rate (percent)

3.03.13.13.33.4

Women, 25 to 54 years

Civilian labor force

48,94649,24449,63949,65449,624

Participation rate (percent)

76.477.177.677.577.4

Employed

47,39747,79848,06848,21448,157

Employment–population ratio (percent)

74.074.975.275.375.1

Unemployed

1,5491,4461,5721,4401,467

Unemployment rate (percent)

3.22.93.22.93.0

Total, 55 years and older

Civilian labor force

38,49338,23138,22238,64238,688

Participation rate (percent)

38.738.638.438.738.6

Employed

37,53337,27537,24037,65537,591

Employment–population ratio (percent)

37.737.637.437.737.5

Unemployed

9609579829871,096

Unemployment rate (percent)

2.52.52.62.62.8

Men, 55 years and older

Civilian labor force

20,90020,63920,54220,61620,808

Participation rate (percent)

44.744.544.144.144.3

Employed

20,36820,10819,97920,09720,192

Employment–population ratio (percent)

43.643.342.943.043.0

Unemployed

532531564519616

Unemployment rate (percent)

2.52.62.72.53.0

Women, 55 years and older

Civilian labor force

17,59117,59817,68218,02017,878

Participation rate (percent)

33.433.433.434.033.6

Employed

17,16617,16717,26217,55817,399

Employment–population ratio (percent)

32.632.632.733.132.7

Unemployed

425432420461479

Unemployment rate (percent)

2.42.52.42.62.7

Overall, the unemployment rate for people of prime working age (those ages 25 to 54) changed little over the year, at 3.2 percent in the fourth quarter of 2023. However, the pattern varied by sex, as the unemployment rate for men of prime working age increased by 0.4 percentage point to 3.4 percent, while the rate for prime-working-age women was little changed over the year, at 3.0 percent.

The unemployment rate for workers age 55 and older was 2.8 percent in the fourth quarter of 2023, an increase of 0.3 percentage point from a year earlier. The jobless rate for men in this age group (3.0 percent) increased over the year, while the rate for women age 55 and older (2.7 percent) was little changed.

Unemployment rate edged up for people with less than a high school diploma

Among workers age 25 and older, jobless rates tend to be higher for people with less education, and this pattern continued in 2023. The jobless rate for people with less than a high school diploma—which in recent years has been two to three times higher than the rate for those with a college degree—edged up to 6.1 percent in the fourth quarter of 2023 (the rate was 5.2 percent at the end of 2022). (See table 3.)

Table 3. Employment status of the civilian noninstitutional population 25 years and older, by educational attainment, quarterly averages, seasonally adjusted, 2022–2023 (in thousands)
CharacteristicFourth quarter 20222023
First quarterSecond quarterThird quarterFourth quarter

Less than a high school diploma

Civilian labor force

8,9759,0459,1399,1419,396

Participation rate (percent)

45.946.946.247.547.9

Employed

8,5098,5878,6158,6478,827

Employment–population ratio (percent)

43.644.543.644.945.0

Unemployed

466458524494569

Unemployment rate (percent)

5.25.15.75.46.1

High school graduates, no college 1

Civilian labor force

35,31035,89535,96136,13935,725

Participation rate (percent)

56.056.156.856.657.1

Employed

33,96534,53434,55134,77434,257

Employment–population ratio (percent)

53.954.054.554.554.8

Unemployed

1,3451,3611,4101,3651,469

Unemployment rate (percent)

3.83.83.93.84.1

Some college or associate's degree

Civilian labor force

35,82235,98535,57435,83635,809

Participation rate (percent)

62.763.562.962.962.3

Employed

34,72934,89034,49834,73834,727

Employment–population ratio (percent)

60.861.661.061.060.4

Unemployed

1,0931,0951,0771,0971,082

Unemployment rate (percent)

3.13.03.03.13.0

Bachelor's degree and higher 2

Civilian labor force

63,20563,31364,14964,42264,417

Participation rate (percent)

72.772.873.273.472.6

Employed

61,96962,02762,87663,04963,052

Employment–population ratio (percent)

71.371.371.871.871.1

Unemployed

1,2361,2861,2731,3731,365

Unemployment rate (percent)

2.02.02.02.12.1

Unemployment rates were little changed over the year for high school graduates with no college (4.1 percent), those with some college or an associate’s degree (3.0 percent), and people with a bachelor’s degree and higher (2.1 percent). (See chart 3.)

Chart 3. Unemployment rates for people 25 years and older, by educational attainment, seasonally adjusted, fourth quarter 2020–2023 (in percent)
Education level 4th quarter of 2020 4th quarter of 2021 4th quarter of 2022 4th quarter of 2023

Total

6.0 3.6 2.9 3.1

Less than a high school diploma

9.7 6.0 5.2 6.1

High school graduate, no college

7.9 5.0 3.8 4.1

Some college or associate's degree

6.5 3.8 3.1 3.0

Bachelor's degree and higher

4.1 2.2 2.0 2.1

The number of people unemployed 5 to 26 weeks increased in 2023

The number of short-term unemployed people (those who were jobless for less than 5 weeks) was little changed over the year at 2.2 million in the fourth quarter of 2023. This group accounted for 34.2 percent of unemployed individuals, down from 37.6 percent in the fourth quarter of 2022. The number of long-term unemployed people (those who were jobless for 27 weeks or longer) was also little changed over the year at 1.3 million; the long-term unemployed accounted for 19.7 percent of all unemployed individuals in the fourth quarter of 2023. This percentage was little different from 20.1 percent in the fourth quarter of 2022. (See table 4.)

Table 4. Unemployed people by reason and duration of unemployment, quarterly averages, seasonally adjusted, 2022–2023 (in thousands)
Reason and durationFourth quarter 20222023
First quarterSecond quarterThird quarterFourth quarter

Reason for unemployment

Job losers and people who completed temporary jobs

2,6812,7392,8222,8393,079

On temporary layoff

809784774783903

Not on temporary layoff

1,8721,9562,0482,0562,175

Permanent job losers

1,3201,4021,4941,4541,589

People who completed temporary jobs

552553554602586

Job leavers

839871782818818

Reentrants

1,8161,7761,8021,9411,793

New entrants

517518535571598

Percent distribution

Job losers and people who completed temporary jobs

45.846.447.546.049.0

On temporary layoff

13.813.313.012.714.4

Not on temporary layoff

32.033.134.533.334.6

Job leavers

14.314.813.213.313.0

Reentrants

31.030.130.331.528.5

New entrants

8.88.89.09.39.5

Duration of unemployment

Less than 5 weeks

2,2182,1722,0042,0952,176

5 to 14 weeks

1,7041,7991,8781,8991,896

15 weeks or longer

1,9781,9041,9672,2482,290

15 to 26 weeks

7948468559701,038

27 weeks or longer

1,1841,0581,1131,2781,252

Average (mean) duration, in weeks

20.619.720.920.821.1

Median duration, in weeks

8.29.08.88.99.1

Percent distribution

Less than 5 weeks

37.637.034.333.634.2

5 to 14 weeks

28.930.632.130.429.8

15 weeks or longer

33.532.433.636.036.0

15 to 26 weeks

13.514.414.615.516.3

27 weeks or longer

20.118.019.020.519.7

The increase in the number of unemployed people in the latter half of 2023 was reflected in the number of people unemployed 5 to 14 weeks and 15 to 26 weeks. Those unemployed 5 to 14 weeks rose by 192,000 over the year (to 1.9 million), while those unemployed 15 to 26 weeks increased by 244,000 (to 1.0 million). The share of those unemployed 15 to 26 weeks increased to 16.3 percent by the end of 2023, up from 13.5 percent in the fourth quarter of 2022. (See chart 4.) In the fourth quarter of 2023, the median duration of unemployment was 9.1 weeks, an increase from the figure of 8.2 weeks recorded at the end of 2022. The average (mean) duration of unemployment in the fourth quarter of 2023 was 21.1 weeks, little different from a year prior.

Chart 4. Percentage of total unemployed by duration of unemployment, quarterly averages, seasonally adjusted, 1994–2023 (in percent)
Quarter Less than 5 weeks 5 to 14 weeks 15 to 26 weeks 27 weeks or more

Q1 1994

33.8 30.0 15.5 20.7

Q2 1994

34.3 30.5 14.4 20.9

Q3 1994

34.5 30.4 15.4 19.7

Q4 1994

34.1 29.5 16.5 19.8

Q1 1995

36.7 30.8 14.5 18.1

Q2 1995

36.0 31.4 14.9 17.7

Q3 1995

36.5 32.4 14.5 16.6

Q4 1995

36.8 32.1 14.6 16.5

Q1 1996

36.4 31.3 15.4 16.9

Q2 1996

35.8 31.3 14.3 18.6

Q3 1996

36.3 31.7 14.0 18.0

Q4 1996

37.2 32.3 14.2 16.2

Q1 1997

37.3 32.5 14.4 15.8

Q2 1997

37.0 31.6 15.5 15.9

Q3 1997

37.2 31.7 14.9 16.2

Q4 1997

39.5 30.9 14.1 15.4

Q1 1998

41.4 30.3 13.3 15.0

Q2 1998

42.6 32.4 11.3 13.7

Q3 1998

41.9 31.9 12.5 13.7

Q4 1998

43.1 31.1 12.0 13.8

Q1 1999

42.0 32.7 12.8 12.5

Q2 1999

43.8 30.3 13.3 12.5

Q3 1999

44.2 30.8 12.9 12.2

Q4 1999

45.1 30.5 12.3 12.1

Q1 2000

45.7 31.4 11.5 11.5

Q2 2000

45.0 32.4 11.5 11.0

Q3 2000

44.5 31.9 11.5 12.0

Q4 2000

44.5 31.8 12.6 11.1

Q1 2001

44.6 31.5 12.5 11.4

Q2 2001

44.5 31.8 13.0 10.7

Q3 2001

40.9 32.6 15.0 11.5

Q4 2001

38.5 32.9 15.4 13.1

Q1 2002

36.8 31.3 16.8 15.1

Q2 2002

33.4 31.9 16.4 18.4

Q3 2002

34.5 30.2 16.4 19.0

Q4 2002

33.5 29.8 15.9 20.8

Q1 2003

33.0 30.2 15.8 21.1

Q2 2003

32.2 29.8 15.8 22.1

Q3 2003

30.6 29.8 17.4 22.2

Q4 2003

30.8 29.4 16.9 22.9

Q1 2004

31.1 29.1 16.8 23.1

Q2 2004

33.3 29.2 15.3 22.2

Q3 2004

34.1 29.9 15.1 20.8

Q4 2004

33.9 28.8 16.0 21.2

Q1 2005

33.6 29.8 15.5 21.1

Q2 2005

35.6 30.2 14.3 19.9

Q3 2005

35.2 31.1 14.8 18.9

Q4 2005

36.4 30.5 14.6 18.5

Q1 2006

36.6 29.6 15.8 18.0

Q2 2006

37.5 30.4 14.1 18.0

Q3 2006

37.5 30.4 14.0 18.2

Q4 2006

37.9 31.2 14.7 16.2

Q1 2007

36.1 31.9 14.5 17.6

Q2 2007

36.0 31.3 16.0 16.8

Q3 2007

35.9 31.1 15.2 17.8

Q4 2007

35.6 32.1 14.3 18.0

Q1 2008

35.2 32.0 15.1 17.7

Q2 2008

34.1 32.3 15.5 18.1

Q3 2008

32.3 31.1 16.6 20.0

Q4 2008

30.5 30.6 16.7 22.2

Q1 2009

27.3 30.6 18.7 23.4

Q2 2009

22.2 29.0 21.0 27.7

Q3 2009

20.2 25.4 19.5 35.0

Q4 2009

19.5 22.9 18.8 38.7

Q1 2010

18.7 22.2 17.4 41.8

Q2 2010

18.4 21.1 15.5 45.1

Q3 2010

19.0 22.5 15.2 43.3

Q4 2010

18.8 22.4 15.6 43.2

Q1 2011

18.5 22.0 15.8 43.7

Q2 2011

20.2 21.3 14.4 44.1

Q3 2011

19.3 21.2 14.9 44.6

Q4 2011

19.8 22.6 14.8 42.8

Q1 2012

20.4 22.3 15.6 41.7

Q2 2012

20.8 22.9 14.3 42.0

Q3 2012

21.4 23.1 14.7 40.7

Q4 2012

21.9 23.4 14.8 39.9

Q1 2013

22.0 24.2 15.2 38.6

Q2 2013

22.3 23.8 16.5 37.4

Q3 2013

22.5 24.2 15.6 37.7

Q4 2013

23.4 24.0 15.8 36.9

Q1 2014

23.5 24.5 16.2 35.8

Q2 2014

25.6 24.7 15.3 34.4

Q3 2014

26.7 25.9 15.6 31.8

Q4 2014

27.2 26.1 15.1 31.6

Q1 2015

27.8 26.4 15.2 30.7

Q2 2015

29.1 28.2 14.6 28.1

Q3 2015

29.2 28.4 15.7 26.6

Q4 2015

29.8 28.2 15.5 26.4

Q1 2016

29.2 28.4 14.7 27.6

Q2 2016

31.1 28.3 14.7 26.0

Q3 2016

30.3 29.6 15.0 25.0

Q4 2016

31.3 28.5 15.4 24.7

Q1 2017

32.9 28.2 14.7 24.2

Q2 2017

32.5 28.7 14.3 24.5

Q3 2017

31.6 28.8 15.1 24.5

Q4 2017

33.2 29.0 14.2 23.6

Q1 2018

35.6 29.5 13.3 21.6

Q2 2018

33.9 30.7 14.3 21.2

Q3 2018

33.9 28.4 15.8 21.9

Q4 2018

34.1 30.4 14.8 20.8

Q1 2019

35.8 29.7 14.2 20.3

Q2 2019

34.2 30.0 13.8 22.1

Q3 2019

34.7 29.5 14.5 21.3

Q4 2019

34.4 29.8 14.9 20.9

Q1 2020

40.2 28.7 13.2 17.9

Q2 2020

34.1 54.2 6.0 5.6

Q3 2020

18.9 25.8 42.1 13.2

Q4 2020

24.1 21.9 18.7 35.3

Q1 2021

22.4 22.4 13.8 41.4

Q2 2021

22.5 22.4 13.7 41.4

Q3 2021

26.6 22.1 13.4 37.9

Q4 2021

29.5 25.3 13.1 32.1

Q1 2022

36.6 27.0 11.4 25.1

Q2 2022

37.2 27.9 12.3 22.6

Q3 2022

36.7 30.1 13.3 19.9

Q4 2022

37.6 28.9 13.5 20.1

Q1 2023

37.0 30.6 14.4 18.0

Q2 2023

34.3 32.1 14.6 19.0

Q3 2023

33.6 30.4 15.5 20.5

Q4 2023

34.2 29.8 16.3 19.7

Number of job losers increased over the year

Unemployed people are grouped by their reason for unemployment. The first group, job losers and people who completed temporary jobs, consists of people who completed a temporary job, were on temporary layoff, or permanently lost their job. The second group, job leavers, voluntarily left their job. The third group, reentrants, reentered the labor force after a period of labor market inactivity. The fourth group, new entrants, consists of people who entered the labor force for the first time.

The increase in unemployment in 2023 was concentrated among job losers and people who completed temporary jobs. The number of people in this group rose to 3.1 million in the fourth quarter of 2023, up from the average of 2.7 million in the fourth quarter of 2022. (See table 4.) These individuals accounted for nearly one-half of the unemployed at the end of 2023. Within this group, the number of permanent job losers rose by 269,000 over the year to 1.6 million. The number of unemployed people on temporary layoff edged up over the year to 903,000 in the fourth quarter of 2023. (See table 4 and chart 5.)

 Chart 5. Number of people unemployed by reason for unemployment, quarterly averages, seasonally adjusted, 1994–2023 (in thousands)
Quarter Job losers on temporary layoff Job losers not on temporary layoff Job leavers Reentrants New entrants

Q1 1994

1061 3134 840 2928 627

Q2 1994

893 2823 804 2939 603

Q3 1994

973 2750 797 2706 611

Q4 1994

924 2611 721 2574 582

Q1 1995

1015 2416 767 2465 572

Q2 1995

1041 2453 855 2597 584

Q3 1995

1033 2436 845 2564 592

Q4 1995

1035 2485 833 2485 573

Q1 1996

1062 2469 787 2465 586

Q2 1996

1078 2429 705 2564 571

Q3 1996

950 2241 758 2506 580

Q4 1996

968 2244 846 2524 583

Q1 1997

976 2213 814 2502 607

Q2 1997

949 2101 795 2380 570

Q3 1997

849 2085 847 2253 563

Q4 1997

922 2019 714 2212 534

Q1 1998

902 1981 773 2201 536

Q2 1998

792 1978 699 2081 528

Q3 1998

902 1921 754 2143 488

Q4 1998

856 1954 708 2105 523

Q1 1999

861 1826 746 2031 497

Q2 1999

844 1819 807 2010 440

Q3 1999

864 1759 785 1991 477

Q4 1999

818 1678 799 1989 468

Q1 2000

806 1762 785 2006 414

Q2 2000

850 1549 766 2005 433

Q3 2000

882 1666 795 1917 449

Q4 2000

896 1634 771 1907 437

Q1 2001

999 1920 823 1935 406

Q2 2001

1044 2141 794 1884 464

Q3 2001

1079 2412 843 2094 469

Q4 2001

1212 3207 880 2240 497

Q1 2002

1128 3332 887 2350 510

Q2 2002

1115 3522 906 2392 524

Q3 2002

1133 3448 826 2329 564

Q4 2002

1101 3638 851 2399 535

Q1 2003

1125 3628 809 2405 604

Q2 2003

1179 3786 823 2588 642

Q3 2003

1123 3846 804 2476 669

Q4 2003

1073 3597 837 2415 641

Q1 2004

1034 3373 834 2466 657

Q2 2004

981 3229 864 2454 673

Q3 2004

995 3086 862 2351 701

Q4 2004

950 3102 875 2339 712

Q1 2005

958 2943 883 2378 695

Q2 2005

894 2736 899 2376 708

Q3 2005

957 2637 836 2396 621

Q4 2005

919 2593 871 2383 648

Q1 2006

889 2483 842 2251 655

Q2 2006

942 2507 848 2157 585

Q3 2006

905 2371 831 2311 632

Q4 2006

967 2247 784 2221 583

Q1 2007

971 2352 800 2146 612

Q2 2007

949 2417 773 2143 596

Q3 2007

969 2661 819 2090 619

Q4 2007

1002 2752 777 2195 684

Q1 2008

1044 2910 805 2151 679

Q2 2008

1091 3146 858 2381 736

Q3 2008

1222 3691 965 2639 824

Q4 2008

1417 4779 949 2714 795

Q1 2009

1543 6480 873 2924 882

Q2 2009

1731 7572 864 3213 956

Q3 2009

1754 7933 871 3268 1081

Q4 2009

1563 8194 921 3339 1224

Q1 2010

1569 7935 894 3570 1178

Q2 2010

1404 7826 930 3486 1188

Q3 2010

1325 7764 859 3383 1235

Q4 2010

1363 7706 878 3435 1286

Q1 2011

1259 7130 897 3341 1306

Q2 2011

1240 6999 945 3436 1258

Q3 2011

1188 6863 964 3458 1304

Q4 2011

1222 6477 1016 3362 1282

Q1 2012

1197 5949 1025 3291 1338

Q2 2012

1165 5814 945 3357 1353

Q3 2012

1235 5590 920 3342 1273

Q4 2012

1100 5411 981 3403 1309

Q1 2013

1133 5313 974 3300 1273

Q2 2013

1118 5065 953 3292 1274

Q3 2013

1098 4768 942 3185 1252

Q4 2013

1228 4581 859 3036 1191

Q1 2014

1026 4359 808 2929 1181

Q2 2014

1031 3970 845 2758 1062

Q3 2014

1000 3688 839 2866 1083

Q4 2014

956 3441 799 2754 1028

Q1 2015

980 3200 877 2671 918

Q2 2015

1051 3159 808 2610 919

Q3 2015

938 3035 798 2418 839

Q4 2015

939 2959 795 2441 851

Q1 2016

904 2795 794 2468 800

Q2 2016

976 2855 826 2265 887

Q3 2016

1006 2780 881 2290 826

Q4 2016

975 2658 930 2299 782

Q1 2017

997 2637 821 2122 773

Q2 2017

902 2570 785 2056 690

Q3 2017

974 2408 765 2102 658

Q4 2017

947 2292 743 2039 644

Q1 2018

855 2325 787 1951 654

Q2 2018

873 2138 818 1973 591

Q3 2018

848 2019 817 1849 570

Q4 2018

834 2068 755 1946 594

Q1 2019

862 2053 806 1946 621

Q2 2019

804 1907 815 1876 557

Q3 2019

815 1929 822 1727 599

Q4 2019

810 1958 812 1692 584

Q1 2020

1147 2000 767 1827 541

Q2 2020

14365 3055 553 1811 493

Q3 2020

6679 4078 670 2140 543

Q4 2020

3022 4461 737 2072 526

Q1 2021

2334 4250 707 2159 558

Q2 2021

1898 4043 851 2204 520

Q3 2021

1211 3297 849 2315 504

Q4 2021

887 2475 803 2115 483

Q1 2022

854 2142 899 1982 449

Q2 2022

829 1910 799 1946 502

Q3 2022

827 1822 883 1811 459

Q4 2022

809 1872 839 1816 517

Q1 2023

784 1956 871 1776 518

Q2 2023

774 2048 782 1802 535

Q3 2023

783 2056 818 1941 571

Q4 2023

903 2175 818 1793 598

The number of reentrants to the labor force was essentially unchanged over the year at 1.8 million in the fourth quarter of 2023; reentrants accounted for 28.5 percent of the unemployed. The number of new entrants to the labor force edged up over the year to 598,000 in the fourth quarter, and new entrants comprised 9.5 percent of the unemployed.

The number of unemployed job leavers—people who voluntarily left their jobs—changed little over the year; there was an average of 818,000 people in this group in the fourth quarter of 2023. Job leavers accounted for 13.0 percent of unemployed people at the end of 2023.

Unemployment rates for most major occupational groups showed little or no change from 2022 to 2023

The jobless rate was unchanged from 2022 to 2023 for people who had worked in the large category of management, professional, and related occupations; the rate averaged 2.0 percent in both years. (Data are annual averages.) The unemployment rates also showed little or no change for sales and office occupations (3.6 percent in 2023); natural resources, construction, and maintenance occupations (4.4 percent); and production, transportation, and material moving occupations (4.9 percent).

From 2022 to 2023, the unemployment rate for people who had worked in service occupations before becoming unemployed declined by 0.3 percentage point to 4.5 percent. Among service occupations, the lowest unemployment rates were in protective service occupations (2.9 percent) and in healthcare support occupations (3.5 percent). (See table 5.)

Table 5. Unemployment rates by occupational group and sex, annual averages, 2022–2023 (in percent)
Occupational groupTotalMenWomen
202220232022202320222023

Management, professional, and related occupations

2.02.01.82.02.12.0

Management, business, and financial operations occupations

1.81.91.61.92.02.0

Professional and related occupations

2.12.02.02.12.22.0

Service occupations

4.84.54.84.74.84.4

Healthcare support occupations

3.93.53.33.44.13.5

Protective service occupations

3.42.93.02.64.64.0

Food preparation and serving related occupations

5.75.75.65.85.85.6

Building and grounds cleaning and maintenance occupations

5.45.25.05.45.95.1

Personal care and service occupations

4.13.75.63.93.73.6

Sales and office occupations

3.73.63.63.73.83.6

Sales and related occupations

3.93.93.23.44.54.4

Office and administrative support occupations

3.63.44.24.33.33.1

Natural resources, construction, and maintenance occupations

4.44.44.34.36.06.1

Farming, fishing, and forestry occupations

6.87.06.36.87.97.4

Construction and extraction occupations

5.45.45.45.35.57.1

Installation, maintenance, and repair occupations

2.22.12.12.14.52.5

Production, transportation, and material moving occupations

4.94.94.74.75.45.4

Production occupations

3.93.83.63.54.64.6

Transportation and material moving occupations

5.55.75.45.56.16.2

All six alternative measures of labor underutilization increased over the year

The U.S. Bureau of Labor Statistics (BLS) uses CPS data to construct six alternative measures of labor underutilization.6 These measures are known as U-1 through U-6 (U-3 is the official unemployment rate). Each measure provides different insights into the labor resources that are being underutilized, but they tend to show similar cyclical patterns. (See the box note that follows for more information about the six measures of labor underutilization.)

Alternative measures of labor underutilization

Six alternative measures of labor underutilization have long been available from the Current Population Survey. The official concept of unemployment—as measured in the CPS by U-3 in the range of alternative measures (U-1 through U-6)—includes all jobless people who are available to take a job and have actively sought work in the past 4 weeks. The other five measures encompass concepts both narrower (U-1 and U-2) and broader (U-4 through U-6) than the official concept of unemployment. The six measures are defined as follows:

  •  U-1: people unemployed 15 weeks or longer, as a percentage of the civilian labor force
  • U-2: job losers and people who completed temporary jobs, as a percentage of the civilian labor force
  • U-3: total unemployed, as a percentage of the civilian labor force (this is the definition used for the official unemployment rate)
  • U-4: total unemployed plus discouraged workers, as a percentage of the civilian labor force plus discouraged workers
  •  U-5: total unemployed, plus discouraged workers, plus all other marginally attached workers, as a percentage of the civilian labor force plus all marginally attached workers
  •  U-6: total unemployed, plus all marginally attached workers, plus total employed part time for economic reasons, as a percentage of the civilian labor force plus all marginally attached workers

Discouraged workers (included in the U-4, U-5, and U-6 measures) are people who are not in the labor force, want and are available for work, and had looked for a job sometime in the prior 12 months. They are not counted as unemployed because they had not actively searched for work in the 4 weeks preceding the survey. Discouraged workers are not currently looking for work because they believe no jobs are available for them or there are none for which they qualify. The marginally attached category (included in the U-5 and U-6 measures) includes discouraged workers. The inclusion criteria for marginally attached workers are the same as those for discouraged workers, except that the marginally attached can cite any reason for their lack of active job search in the prior 4 weeks. People at work part time for economic reasons (included in the U-6 measure) are those working less than 35 hours per week who want to work full time, are available to do so, and give an economic reason for working part time (for example, their hours had been cut back or they were unable to find a full-time job). These individuals are sometimes referred to as involuntary part-time workers.

Each of the six alternative measures of labor underutilization increased from the fourth quarter of 2022 to the fourth quarter of 2023. Alternative measures U-1 through U-5 each saw an increase of 0.2 percentage point. By the fourth quarter of 2023, U-1 rose to 1.4 percent; U-2 rose to 1.8 percent; U-3 rose to 3.8 percent; U-4 rose to 4.0 percent; and U-5 rose to 4.6 percent. U-6 saw the largest increase over the year, 0.5 percentage point, to 7.1 percent. (See chart 6.)

Chart 6. Measures of labor underutilization, quarterly averages, seasonally adjusted, 1994–2023 (in percent)
Quarter U-1 U-2 U-3 U-4 U-5 U-6

Q1 1994

2.4 3.2 6.6 6.9 7.9 11.5

Q2 1994

2.2 2.8 6.2 6.5 7.4 11.1

Q3 1994

2.1 2.8 6.0 6.4 7.3 10.6

Q4 1994

2.0 2.7 5.6 5.9 6.8 10.2

Q1 1995

1.8 2.6 5.5 5.8 6.6 10.0

Q2 1995

1.8 2.6 5.7 6.0 6.8 10.1

Q3 1995

1.8 2.6 5.7 5.9 6.8 10.1

Q4 1995

1.7 2.7 5.6 5.9 6.7 10.0

Q1 1996

1.8 2.7 5.5 5.8 6.7 9.9

Q2 1996

1.8 2.6 5.5 5.8 6.6 9.8

Q3 1996

1.7 2.4 5.3 5.6 6.3 9.5

Q4 1996

1.6 2.4 5.3 5.6 6.4 9.5

Q1 1997

1.6 2.4 5.2 5.5 6.2 9.3

Q2 1997

1.6 2.2 5.0 5.2 6.0 9.0

Q3 1997

1.5 2.1 4.9 5.1 5.8 8.7

Q4 1997

1.4 2.1 4.7 4.9 5.6 8.5

Q1 1998

1.3 2.1 4.6 4.9 5.6 8.4

Q2 1998

1.1 2.0 4.4 4.6 5.3 8.0

Q3 1998

1.2 2.0 4.5 4.8 5.4 8.0

Q4 1998

1.1 2.0 4.4 4.7 5.3 7.7

Q1 1999

1.1 1.9 4.3 4.5 5.1 7.6

Q2 1999

1.1 1.9 4.3 4.4 5.1 7.5

Q3 1999

1.1 1.9 4.2 4.4 5.0 7.4

Q4 1999

1.0 1.8 4.1 4.3 4.9 7.2

Q1 2000

0.9 1.8 4.0 4.2 4.8 7.1

Q2 2000

0.9 1.7 3.9 4.2 4.7 7.0

Q3 2000

0.9 1.8 4.0 4.2 4.8 7.0

Q4 2000

0.9 1.8 3.9 4.1 4.7 7.0

Q1 2001

1.0 2.0 4.2 4.4 5.0 7.3

Q2 2001

1.1 2.2 4.4 4.6 5.2 7.6

Q3 2001

1.3 2.4 4.8 5.0 5.7 8.2

Q4 2001

1.6 3.1 5.5 5.8 6.4 9.4

Q1 2002

1.8 3.1 5.7 5.9 6.6 9.4

Q2 2002

2.0 3.2 5.8 6.1 6.8 9.6

Q3 2002

2.0 3.2 5.7 6.0 6.7 9.6

Q4 2002

2.2 3.3 5.8 6.1 6.8 9.7

Q1 2003

2.2 3.3 5.9 6.2 6.8 10.0

Q2 2003

2.3 3.4 6.2 6.5 7.1 10.2

Q3 2003

2.4 3.4 6.1 6.4 7.1 10.3

Q4 2003

2.3 3.2 5.8 6.1 6.8 10.0

Q1 2004

2.3 3.0 5.7 6.0 6.7 9.8

Q2 2004

2.1 2.9 5.6 5.9 6.6 9.6

Q3 2004

2.0 2.8 5.4 5.7 6.4 9.4

Q4 2004

2.0 2.7 5.4 5.7 6.4 9.5

Q1 2005

1.9 2.6 5.3 5.6 6.3 9.2

Q2 2005

1.7 2.4 5.1 5.4 6.1 9.0

Q3 2005

1.7 2.4 5.0 5.2 5.9 8.9

Q4 2005

1.6 2.3 5.0 5.2 5.9 8.7

Q1 2006

1.6 2.2 4.7 5.0 5.6 8.3

Q2 2006

1.5 2.3 4.7 4.9 5.6 8.3

Q3 2006

1.5 2.2 4.6 4.9 5.6 8.3

Q4 2006

1.4 2.1 4.5 4.7 5.3 8.1

Q1 2007

1.4 2.2 4.5 4.8 5.4 8.1

Q2 2007

1.5 2.2 4.5 4.7 5.4 8.2

Q3 2007

1.5 2.4 4.7 4.9 5.5 8.4

Q4 2007

1.6 2.4 4.8 5.0 5.6 8.5

Q1 2008

1.6 2.6 5.0 5.2 5.9 9.0

Q2 2008

1.8 2.7 5.3 5.6 6.2 9.7

Q3 2008

2.2 3.2 6.0 6.3 7.0 10.8

Q4 2008

2.7 4.0 6.9 7.2 8.0 12.7

Q1 2009

3.5 5.2 8.3 8.7 9.5 15.0

Q2 2009

4.6 6.0 9.3 9.7 10.6 16.3

Q3 2009

5.2 6.3 9.6 10.0 10.9 16.6

Q4 2009

5.7 6.4 9.9 10.4 11.3 17.1

Q1 2010

5.8 6.2 9.8 10.5 11.2 16.9

Q2 2010

5.8 6.0 9.7 10.3 11.1 16.8

Q3 2010

5.5 5.9 9.5 10.2 10.9 16.6

Q4 2010

5.6 5.9 9.5 10.3 11.0 16.7

Q1 2011

5.4 5.5 9.0 9.6 10.5 16.0

Q2 2011

5.3 5.4 9.1 9.6 10.5 16.0

Q3 2011

5.4 5.2 9.0 9.6 10.5 16.1

Q4 2011

5.0 5.0 8.7 9.2 10.2 15.5

Q1 2012

4.7 4.6 8.3 8.8 9.7 14.9

Q2 2012

4.6 4.5 8.2 8.7 9.6 14.7

Q3 2012

4.4 4.4 8.0 8.5 9.5 14.7

Q4 2012

4.3 4.2 7.8 8.4 9.3 14.4

Q1 2013

4.2 4.1 7.7 8.2 9.1 14.2

Q2 2013

4.1 4.0 7.5 8.1 9.0 14.0

Q3 2013

3.8 3.8 7.3 7.8 8.6 13.6

Q4 2013

3.7 3.7 7.0 7.4 8.3 13.3

Q1 2014

3.5 3.5 6.6 7.1 8.0 12.6

Q2 2014

3.1 3.2 6.2 6.7 7.5 12.2

Q3 2014

2.9 3.0 6.1 6.5 7.4 11.9

Q4 2014

2.7 2.8 5.7 6.2 7.0 11.4

Q1 2015

2.5 2.7 5.5 6.0 6.8 11.0

Q2 2015

2.3 2.7 5.4 5.8 6.6 10.7

Q3 2015

2.2 2.5 5.1 5.5 6.2 10.2

Q4 2015

2.1 2.5 5.0 5.4 6.1 9.9

Q1 2016

2.1 2.3 4.9 5.2 6.0 9.7

Q2 2016

2.0 2.4 4.9 5.2 6.0 9.8

Q3 2016

2.0 2.4 4.9 5.2 6.0 9.7

Q4 2016

1.9 2.3 4.8 5.1 5.8 9.4

Q1 2017

1.8 2.3 4.6 4.9 5.5 9.0

Q2 2017

1.7 2.2 4.4 4.6 5.3 8.6

Q3 2017

1.7 2.1 4.3 4.6 5.2 8.5

Q4 2017

1.6 2.0 4.2 4.5 5.1 8.1

Q1 2018

1.4 2.0 4.0 4.3 4.9 8.0

Q2 2018

1.4 1.9 3.9 4.2 4.8 7.8

Q3 2018

1.4 1.8 3.8 4.1 4.7 7.4

Q4 2018

1.4 1.8 3.8 4.1 4.8 7.6

Q1 2019

1.3 1.8 3.8 4.1 4.7 7.6

Q2 2019

1.3 1.7 3.6 3.9 4.5 7.2

Q3 2019

1.3 1.7 3.6 3.8 4.4 7.0

Q4 2019

1.3 1.7 3.6 3.7 4.3 6.8

Q1 2020

1.2 1.9 3.8 4.1 4.7 7.6

Q2 2020

1.5 11.2 13.0 13.3 14.3 20.6

Q3 2020

4.9 6.7 8.8 9.2 9.9 14.5

Q4 2020

3.6 4.7 6.7 7.1 7.9 11.9

Q1 2021

3.4 4.1 6.2 6.6 7.4 11.0

Q2 2021

3.2 3.7 5.9 6.3 7.0 10.1

Q3 2021

2.6 2.8 5.1 5.4 6.1 8.8

Q4 2021

1.9 2.1 4.2 4.4 5.1 7.7

Q1 2022

1.4 1.8 3.8 4.1 4.7 7.1

Q2 2022

1.2 1.7 3.7 3.9 4.5 6.9

Q3 2022

1.2 1.6 3.6 3.8 4.4 6.8

Q4 2022

1.2 1.6 3.6 3.8 4.4 6.6

Q1 2023

1.1 1.6 3.5 3.7 4.3 6.7

Q2 2023

1.2 1.7 3.6 3.8 4.4 6.8

Q3 2023

1.3 1.7 3.7 3.9 4.5 7.0

Q4 2023

1.4 1.8 3.8 4.0 4.6 7.1

Percentage of people remaining unemployed trended up over the year

A great deal of underlying movement contributes to the relatively small over-the-month net changes that typically occur in the different labor force statuses. These gross movements are captured by data on labor force flows, which show that millions of people move between employment and unemployment each month, while millions of others leave or enter the labor force.7 In 2023, 15.6 million people, 5.8 percent of the population, changed their labor force status in an average month. Examining the current status (employed, unemployed, or not in the labor force) of people who were unemployed in the previous month provides another perspective on the modest changes in the unemployment picture for 2023.

Historically, unemployed people have been more likely to remain unemployed from one month to the next than to either find employment or to leave the labor force. The likelihood of unemployed people remaining unemployed trended up over the year; this outcome provides further support for some cooling of the labor market in 2023. In December 2023, the share of unemployed people who remained unemployed was just under half, at 48.9 percent (calculated as a 3-month moving average). This was 3.3 percentage points higher than its value of 45.6 percent at the end of 2022. In December 2023, 27.7 percent of people who were unemployed a month earlier found work, while 23.4 percent stopped looking for work and left the labor force. These measures were 29.1 percent and 25.2 percent, respectively, a year earlier. (See chart 7.)

Chart 7. Percentage of the unemployed who found employment, remained unemployed, or left the labor force, 3-month moving average, seasonally adjusted, April 1990–December 2023 (in percent)
Month Found employment Left the labor force Remained unemployed

Apr 1990

29.6 21.1 49.3

May 1990

28.4 20.8 50.7

Jun 1990

28.2 20.4 51.4

Jul 1990

28.3 20.4 51.3

Aug 1990

28.2 20.4 51.4

Sep 1990

26.7 19.9 53.4

Oct 1990

26.7 19.3 54.0

Nov 1990

26.2 19.3 54.5

Dec 1990

26.4 19.3 54.3

Jan 1991

25.7 19.6 54.7

Feb 1991

25.4 19.4 55.1

Mar 1991

25.4 19.1 55.5

Apr 1991

26.0 18.2 55.7

May 1991

25.3 18.3 56.4

Jun 1991

25.3 18.3 56.4

Jul 1991

24.1 18.9 57.0

Aug 1991

24.6 18.8 56.6

Sep 1991

24.9 18.7 56.4

Oct 1991

25.0 18.8 56.2

Nov 1991

24.7 18.5 56.8

Dec 1991

23.3 18.7 58.0

Jan 1992

24.0 18.1 57.8

Feb 1992

23.4 17.6 59.0

Mar 1992

23.6 17.1 59.3

Apr 1992

22.5 17.4 60.1

May 1992

22.8 17.6 59.6

Jun 1992

22.9 17.5 59.6

Jul 1992

22.9 17.5 59.6

Aug 1992

22.6 17.5 59.8

Sep 1992

22.7 18.1 59.2

Oct 1992

22.8 18.5 58.8

Nov 1992

23.3 18.4 58.3

Dec 1992

23.5 18.5 57.9

Jan 1993

23.4 18.1 58.4

Feb 1993

23.0 19.0 58.0

Mar 1993

23.0 19.0 58.0

Apr 1993

23.3 19.0 57.7

May 1993

23.9 18.0 58.1

Jun 1993

23.7 17.4 58.9

Jul 1993

24.0 17.7 58.3

Aug 1993

23.8 18.4 57.8

Sep 1993

23.8 19.1 57.1

Oct 1993

23.7 19.1 57.3

Nov 1993

24.0 19.2 56.8

Dec 1993

25.0 19.2 55.8

Jan 1994

25.4 19.5 55.0

Feb 1994

25.7 20.0 54.3

Mar 1994

25.6 20.8 53.5

Apr 1994

25.7 21.8 52.5

May 1994

26.2 22.5 51.3

Jun 1994

26.2 23.3 50.4

Jul 1994

26.6 23.5 49.8

Aug 1994

26.9 23.4 49.7

Sep 1994

27.4 22.6 50.0

Oct 1994

27.1 22.3 50.6

Nov 1994

27.0 22.8 50.2

Dec 1994

28.0 23.1 48.9

Jan 1995

28.8 23.4 47.7

Feb 1995

29.0 23.1 47.8

Mar 1995

28.4 22.7 48.9

Apr 1995

28.3 22.1 49.6

May 1995

27.7 22.5 49.8

Jun 1995

27.5 22.8 49.7

Jul 1995

27.4 23.1 49.5

Aug 1995

28.2 22.6 49.2

Sep 1995

28.1 22.9 49.0

Oct 1995

28.5 23.5 48.0

Nov 1995

27.8 23.7 48.5

Dec 1995

27.1 23.5 49.4

Jan 1996

26.6 23.0 50.4

Feb 1996

26.8 23.1 50.1

Mar 1996

27.4 23.1 49.5

Apr 1996

27.3 23.0 49.7

May 1996

27.1 23.1 49.8

Jun 1996

27.1 23.6 49.3

Jul 1996

27.5 23.7 48.8

Aug 1996

28.2 23.4 48.4

Sep 1996

28.6 23.0 48.3

Oct 1996

28.9 22.5 48.5

Nov 1996

28.5 22.6 48.9

Dec 1996

27.8 22.0 50.1

Jan 1997

28.2 22.6 49.2

Feb 1997

28.6 22.4 49.0

Mar 1997

29.4 22.4 48.2

Apr 1997

28.7 22.7 48.6

May 1997

29.0 22.9 48.1

Jun 1997

29.3 23.3 47.4

Jul 1997

30.2 23.0 46.8

Aug 1997

29.3 23.6 47.0

Sep 1997

28.6 23.7 47.7

Oct 1997

28.1 24.1 47.8

Nov 1997

28.9 23.5 47.6

Dec 1997

30.1 23.6 46.3

Jan 1998

30.1 23.6 46.3

Feb 1998

30.5 24.2 45.2

Mar 1998

29.9 24.8 45.3

Apr 1998

30.8 25.0 44.1

May 1998

30.5 24.6 44.8

Jun 1998

31.0 23.6 45.4

Jul 1998

30.4 23.3 46.3

Aug 1998

30.9 23.0 46.1

Sep 1998

30.9 23.5 45.6

Oct 1998

31.0 23.6 45.4

Nov 1998

30.9 24.3 44.8

Dec 1998

30.7 25.1 44.2

Jan 1999

30.9 25.3 43.8

Feb 1999

31.0 24.9 44.0

Mar 1999

31.9 24.3 43.8

Apr 1999

31.2 24.3 44.4

May 1999

31.1 24.8 44.1

Jun 1999

30.4 24.4 45.2

Jul 1999

31.2 23.7 45.1

Aug 1999

31.6 23.0 45.4

Sep 1999

31.8 22.8 45.4

Oct 1999

31.7 23.4 44.8

Nov 1999

32.5 23.7 43.8

Dec 1999

33.1 24.5 42.4

Jan 2000

34.7 23.7 41.6

Feb 2000

33.6 23.7 42.7

Mar 2000

33.0 23.8 43.2

Apr 2000

32.5 24.5 43.0

May 2000

32.2 24.8 43.0

Jun 2000

32.1 25.1 42.7

Jul 2000

32.0 24.6 43.4

Aug 2000

32.5 24.5 43.0

Sep 2000

32.4 24.4 43.2

Oct 2000

32.5 24.3 43.2

Nov 2000

32.1 23.6 44.2

Dec 2000

31.5 22.7 45.8

Jan 2001

30.9 22.6 46.5

Feb 2001

30.7 23.1 46.2

Mar 2001

31.0 23.5 45.4

Apr 2001

30.6 24.4 45.0

May 2001

31.3 24.2 44.5

Jun 2001

31.1 23.8 45.0

Jul 2001

31.1 22.9 45.9

Aug 2001

30.0 22.5 47.5

Sep 2001

29.4 22.2 48.4

Oct 2001

28.4 22.0 49.6

Nov 2001

27.9 21.6 50.5

Dec 2001

27.0 21.3 51.7

Jan 2002

26.5 21.3 52.2

Feb 2002

26.8 20.8 52.4

Mar 2002

26.9 20.5 52.5

Apr 2002

26.8 19.9 53.3

May 2002

25.5 20.4 54.1

Jun 2002

24.6 20.8 54.7

Jul 2002

24.2 22.0 53.8

Aug 2002

24.6 21.7 53.6

Sep 2002

25.4 21.5 53.0

Oct 2002

25.7 20.9 53.4

Nov 2002

24.8 21.4 53.8

Dec 2002

23.8 21.4 54.7

Jan 2003

24.0 21.9 54.1

Feb 2003

23.8 21.7 54.5

Mar 2003

23.8 22.5 53.7

Apr 2003

23.5 21.7 54.7

May 2003

23.5 21.8 54.6

Jun 2003

23.7 20.9 55.4

Jul 2003

23.2 21.2 55.6

Aug 2003

23.4 21.5 55.1

Sep 2003

23.2 21.8 54.9

Oct 2003

23.3 22.1 54.6

Nov 2003

23.5 21.7 54.8

Dec 2003

24.5 21.9 53.6

Jan 2004

25.1 21.1 53.8

Feb 2004

24.9 21.8 53.2

Mar 2004

24.0 22.0 53.9

Apr 2004

24.2 22.8 53.0

May 2004

24.8 22.2 53.0

Jun 2004

25.2 21.9 52.9

Jul 2004

25.4 21.9 52.6

Aug 2004

25.1 22.8 52.1

Sep 2004

25.7 23.4 50.9

Oct 2004

26.1 23.3 50.7

Nov 2004

26.8 22.5 50.6

Dec 2004

26.6 22.2 51.1

Jan 2005

26.2 22.2 51.6

Feb 2005

26.1 21.9 52.0

Mar 2005

26.0 22.1 51.9

Apr 2005

26.3 22.2 51.5

May 2005

26.1 22.9 51.0

Jun 2005

26.1 23.0 50.8

Jul 2005

25.8 23.7 50.5

Aug 2005

26.8 23.7 49.5

Sep 2005

26.6 23.9 49.6

Oct 2005

26.6 23.8 49.6

Nov 2005

26.2 23.8 50.0

Dec 2005

26.5 24.5 49.0

Jan 2006

27.1 24.7 48.1

Feb 2006

26.6 25.0 48.4

Mar 2006

27.0 24.2 48.7

Apr 2006

27.0 24.2 48.8

May 2006

27.7 24.4 47.8

Jun 2006

28.3 24.6 47.0

Jul 2006

28.6 24.6 46.8

Aug 2006

28.9 24.5 46.6

Sep 2006

29.0 24.1 46.8

Oct 2006

28.6 24.4 46.9

Nov 2006

28.5 23.8 47.7

Dec 2006

28.8 23.6 47.6

Jan 2007

29.2 22.7 48.0

Feb 2007

29.6 23.5 46.8

Mar 2007

29.6 23.6 46.8

Apr 2007

29.2 23.5 47.3

May 2007

28.9 22.9 48.2

Jun 2007

27.4 22.9 49.6

Jul 2007

27.4 23.0 49.6

Aug 2007

26.9 22.8 50.2

Sep 2007

27.3 22.6 50.1

Oct 2007

27.1 22.6 50.3

Nov 2007

26.9 23.0 50.1

Dec 2007

26.9 22.3 50.8

Jan 2008

26.9 21.5 51.5

Feb 2008

26.4 21.9 51.6

Mar 2008

26.3 22.6 51.0

Apr 2008

26.4 23.9 49.7

May 2008

26.2 23.0 50.8

Jun 2008

25.3 22.6 52.1

Jul 2008

24.3 21.2 54.5

Aug 2008

23.8 21.1 55.1

Sep 2008

23.9 21.3 54.8

Oct 2008

23.4 21.6 55.0

Nov 2008

22.5 21.3 56.2

Dec 2008

21.0 21.0 58.0

Jan 2009

20.1 20.6 59.2

Feb 2009

19.5 20.0 60.4

Mar 2009

18.6 19.4 61.9

Apr 2009

18.2 18.8 62.9

May 2009

17.3 18.7 64.0

Jun 2009

17.6 18.2 64.2

Jul 2009

17.3 18.4 64.3

Aug 2009

17.3 18.7 63.9

Sep 2009

17.1 18.8 64.0

Oct 2009

16.4 18.7 64.9

Nov 2009

16.6 18.2 65.2

Dec 2009

15.9 18.6 65.4

Jan 2010

16.3 18.7 64.9

Feb 2010

16.2 18.9 64.9

Mar 2010

16.8 18.7 64.4

Apr 2010

17.3 18.5 64.2

May 2010

17.6 18.9 63.5

Jun 2010

17.2 19.5 63.3

Jul 2010

16.9 20.0 63.0

Aug 2010

16.7 20.0 63.2

Sep 2010

16.8 19.9 63.3

Oct 2010

16.6 19.9 63.5

Nov 2010

16.6 19.7 63.7

Dec 2010

17.0 19.9 63.0

Jan 2011

16.9 20.4 62.6

Feb 2011

16.8 20.9 62.3

Mar 2011

16.7 20.6 62.6

Apr 2011

16.7 20.5 62.8

May 2011

16.8 20.4 62.8

Jun 2011

16.9 20.5 62.6

Jul 2011

17.1 20.6 62.3

Aug 2011

17.2 20.4 62.4

Sep 2011

17.2 20.8 62.0

Oct 2011

17.5 20.2 62.3

Nov 2011

17.9 20.3 61.8

Dec 2011

18.3 19.9 61.8

Jan 2012

18.4 20.7 60.9

Feb 2012

18.4 21.0 60.6

Mar 2012

18.3 21.2 60.4

Apr 2012

18.1 21.1 60.8

May 2012

18.0 21.2 60.8

Jun 2012

17.8 21.2 61.0

Jul 2012

17.9 21.2 60.9

Aug 2012

17.8 21.7 60.5

Sep 2012

18.1 22.2 59.6

Oct 2012

18.6 22.6 58.7

Nov 2012

18.8 22.8 58.4

Dec 2012

18.4 22.7 58.9

Jan 2013

18.1 22.1 59.8

Feb 2013

18.4 21.8 59.8

Mar 2013

18.4 21.8 59.7

Apr 2013

18.5 21.9 59.6

May 2013

18.7 21.4 59.9

Jun 2013

19.3 20.9 59.8

Jul 2013

19.7 21.4 58.9

Aug 2013

19.6 22.0 58.4

Sep 2013

19.2 22.2 58.5

Oct 2013

18.6 22.9 58.5

Nov 2013

18.7 22.5 58.8

Dec 2013

19.3 22.9 57.8

Jan 2014

20.3 22.8 56.9

Feb 2014

21.3 22.7 56.1

Mar 2014

21.9 22.2 55.9

Apr 2014

22.0 22.2 55.8

May 2014

21.5 23.1 55.4

Jun 2014

21.5 23.9 54.6

Jul 2014

21.3 23.7 55.0

Aug 2014

21.7 23.7 54.6

Sep 2014

21.8 23.3 54.8

Oct 2014

22.9 23.2 53.8

Nov 2014

23.1 23.5 53.4

Dec 2014

23.4 24.0 52.5

Jan 2015

22.7 24.4 52.9

Feb 2015

22.8 24.9 52.3

Mar 2015

22.8 25.0 52.1

Apr 2015

23.4 25.0 51.5

May 2015

23.6 24.1 52.3

Jun 2015

23.9 24.2 51.9

Jul 2015

23.3 24.8 51.8

Aug 2015

24.0 25.2 50.7

Sep 2015

23.9 25.2 50.8

Oct 2015

24.6 24.4 50.9

Nov 2015

24.5 23.9 51.6

Dec 2015

25.1 22.9 51.9

Jan 2016

25.3 23.4 51.3

Feb 2016

24.4 24.4 51.2

Mar 2016

23.5 24.3 52.1

Apr 2016

22.9 24.1 53.0

May 2016

23.7 24.3 51.9

Jun 2016

24.2 24.7 51.1

Jul 2016

24.8 24.1 51.0

Aug 2016

24.5 23.0 52.4

Sep 2016

24.6 22.4 53.0

Oct 2016

25.1 22.7 52.2

Nov 2016

25.8 23.5 50.6

Dec 2016

25.7 24.6 49.8

Jan 2017

26.0 23.5 50.3

Feb 2017

26.3 22.4 51.1

Mar 2017

26.4 22.3 51.1

Apr 2017

26.4 23.4 50.1

May 2017

26.2 23.8 50.0

Jun 2017

26.6 23.9 49.5

Jul 2017

27.5 23.4 49.1

Aug 2017

27.2 24.0 48.8

Sep 2017

27.8 23.7 48.5

Oct 2017

27.3 24.6 48.1

Nov 2017

28.0 23.7 48.3

Dec 2017

27.6 23.8 48.5

Jan 2018

27.2 23.7 49.0

Feb 2018

27.3 24.2 48.5

Mar 2018

27.4 24.7 47.9

Apr 2018

27.7 24.8 47.5

May 2018

27.2 25.2 47.6

Jun 2018

26.8 24.4 48.8

Jul 2018

26.8 23.9 49.3

Aug 2018

27.5 23.8 48.6

Sep 2018

28.0 24.7 47.2

Oct 2018

28.5 24.7 46.7

Nov 2018

28.5 24.9 46.6

Dec 2018

28.5 23.6 47.9

Jan 2019

28.0 23.3 48.6

Feb 2019

27.6 24.3 48.0

Mar 2019

27.7 24.8 47.3

Apr 2019

27.3 25.7 47.0

May 2019

27.0 25.1 47.9

Jun 2019

27.1 25.1 47.8

Jul 2019

27.7 24.1 48.1

Aug 2019

28.0 23.5 48.4

Sep 2019

27.9 24.0 48.0

Oct 2019

27.3 24.9 47.8

Nov 2019

26.9 24.5 48.5

Dec 2019

27.4 23.9 48.6

Jan 2020

28.8 23.8 47.3

Feb 2020

29.7 24.4 45.8

Mar 2020

27.9 25.1 46.9

Apr 2020

23.2 29.5 47.3

May 2020

29.1 21.0 49.9

Jun 2020

32.9 17.8 49.3

Jul 2020

33.3 15.5 51.1

Aug 2020

31.7 16.3 52.0

Sep 2020

27.3 18.1 54.5

Oct 2020

27.1 19.2 53.7

Nov 2020

25.5 20.0 54.5

Dec 2020

24.8 20.4 54.7

Jan 2021

23.3 20.6 56.0

Feb 2021

23.6 20.9 55.4

Mar 2021

23.7 21.1 55.2

Apr 2021

23.7 20.9 55.4

May 2021

23.4 21.9 54.6

Jun 2021

23.5 21.2 55.3

Jul 2021

23.6 22.3 54.1

Aug 2021

24.2 22.0 53.7

Sep 2021

24.8 23.2 51.9

Oct 2021

25.7 22.5 51.7

Nov 2021

26.6 23.4 50.0

Dec 2021

27.8 23.9 48.3

Jan 2022

28.6 24.9 46.4

Feb 2022

29.6 24.4 45.9

Mar 2022

30.3 24.6 45.0

Apr 2022

29.9 25.4 44.6

May 2022

29.3 25.8 44.8

Jun 2022

29.1 25.5 45.3

Jul 2022

30.0 25.3 44.7

Aug 2022

30.7 24.8 44.4

Sep 2022

30.3 24.8 44.8

Oct 2022

29.2 25.0 45.8

Nov 2022

28.3 25.6 46.0

Dec 2022

29.1 25.2 45.6

Jan 2023

29.1 25.2 45.7

Feb 2023

28.8 24.0 47.1

Mar 2023

27.8 23.9 48.2

Apr 2023

28.2 22.5 49.2

May 2023

27.3 23.5 49.1

Jun 2023

27.0 24.7 48.3

Jul 2023

27.8 24.7 47.4

Aug 2023

28.0 23.9 48.1

Sep 2023

28.5 22.8 48.6

Oct 2023

27.3 23.3 49.4

Nov 2023

28.0 23.2 48.7

Dec 2023

27.7 23.4 48.9

Number of people not in the labor force changed little in 2023

People who are neither employed nor unemployed are classified as not in the labor force; that is, these individuals are not currently working and have not looked for work in the 4 weeks preceding the survey.8 In the fourth quarter of 2023, the number of people who were not in the labor force, at 100.1 million, changed little (on net) over the year. The majority of people who are not in the labor force do not want a job, although a small percentage (5.5 percent in the fourth quarter of 2023) of this group do want a job but had not sought employment in the 4 weeks preceding the survey.9 The number of people who wanted a job was essentially unchanged from a year earlier. (See table 6.)

Table 6. Number of people not in the labor force, fourth quarter averages, seasonally adjusted, 2019–2023 (in thousands)
CategoryFourth quarter 2019Fourth quarter 2020Fourth quarter 2021Fourth quarter 2022Fourth quarter 2023

Total not in the labor force

95,478100,29699,88599,990100,051

People who currently want a job

4,8207,0265,8225,4615,463

Marginally attached to the labor force 1

1,2362,0541,6291,4051,520

Discouraged workers 2

304631453394397

People who are not in the labor force are considered marginally attached to the labor force if they wanted a job, were available for work, and had looked for work sometime in the prior 12 months (but not in the 4 weeks before the survey). In the fourth quarter of 2023, 1.5 million people were marginally attached to the labor force, little different from a year earlier. (See chart 8.)

Chart 8. People not in the labor force, quarterly averages, seasonally adjusted, 1994–2023 (in thousands)
Quarter People who currently want a job Marginally attached to the labor force Discouraged workers

Q1 1994

6475 1855 523

Q2 1994

6360 1800 499

Q3 1994

6104 1829 520

Q4 1994

5898 1739 457

Q1 1995

5791 1647 430

Q2 1995

5602 1543 390

Q3 1995

5573 1574 402

Q4 1995

5714 1607 418

Q1 1996

5608 1620 424

Q2 1996

5495 1608 396

Q3 1996

5404 1502 411

Q4 1996

5277 1496 356

Q1 1997

5089 1456 360

Q2 1997

4988 1491 363

Q3 1997

4862 1332 319

Q4 1997

4810 1383 330

Q1 1998

4880 1380 348

Q2 1998

4792 1272 312

Q3 1998

4906 1333 325

Q4 1998

4660 1252 338

Q1 1999

4658 1224 292

Q2 1999

4737 1246 245

Q3 1999

4466 1156 283

Q4 1999

4377 1177 273

Q1 2000

4483 1172 246

Q2 2000

4375 1191 311

Q3 2000

4370 1150 242

Q4 2000

4426 1115 249

Q1 2001

4423 1182 303

Q2 2001

4554 1188 329

Q3 2001

4656 1313 313

Q4 2001

4726 1384 340

Q1 2002

4653 1367 334

Q2 2002

4733 1460 365

Q3 2002

4720 1488 395

Q4 2002

4576 1450 387

Q1 2003

4716 1513 444

Q2 2003

4667 1476 473

Q3 2003

4839 1589 456

Q4 2003

4663 1549 457

Q1 2004

4779 1591 462

Q2 2004

4693 1564 489

Q3 2004

4841 1567 486

Q4 2004

5113 1576 426

Q1 2005

4992 1610 478

Q2 2005

5036 1550 426

Q3 2005

4917 1511 416

Q4 2005

4998 1504 420

Q1 2006

4928 1462 399

Q2 2006

4693 1464 400

Q3 2006

4826 1469 402

Q4 2006

4692 1391 322

Q1 2007

4592 1412 387

Q2 2007

4873 1454 395

Q3 2007

4771 1335 346

Q4 2007

4553 1380 347

Q1 2008

4768 1494 409

Q2 2008

4838 1500 418

Q3 2008

5033 1604 440

Q4 2008

5315 1855 581

Q1 2009

5711 2031 697

Q2 2009

5940 2220 790

Q3 2009

5867 2252 758

Q4 2009

6062 2412 869

Q1 2010

6011 2367 1060

Q2 2010

5882 2485 1184

Q3 2010

6067 2505 1176

Q4 2010

6301 2590 1275

Q1 2011

6463 2578 954

Q2 2011

6448 2526 949

Q3 2011

6413 2611 1048

Q4 2011

6415 2565 1002

Q1 2012

6327 2518 953

Q2 2012

6433 2506 893

Q3 2012

6781 2525 836

Q4 2012

6704 2514 950

Q1 2013

6693 2392 813

Q2 2013

6589 2445 900

Q3 2013

6310 2342 903

Q4 2013

5968 2261 829

Q1 2014

6181 2292 747

Q2 2014

6323 2187 737

Q3 2014

6322 2173 740

Q4 2014

6465 2176 733

Q1 2015

6386 2102 715

Q2 2015

6134 2030 680

Q3 2015

5952 1871 635

Q4 2015

5852 1822 631

Q1 2016

5888 1822 597

Q2 2016

5788 1795 552

Q3 2016

5892 1820 571

Q4 2016

5827 1776 493

Q1 2017

5723 1650 502

Q2 2017

5483 1576 453

Q3 2017

5599 1573 469

Q4 2017

5262 1550 478

Q1 2018

5152 1546 427

Q2 2018

5181 1456 391

Q3 2018

5283 1490 442

Q4 2018

5375 1578 433

Q1 2019

5246 1468 431

Q2 2019

5113 1486 409

Q3 2019

4991 1425 384

Q4 2019

4820 1236 304

Q1 2020

5180 1461 440

Q2 2020

8992 2359 623

Q3 2020

7292 1978 602

Q4 2020

7026 2054 631

Q1 2021

6955 1950 565

Q2 2021

6526 1850 585

Q3 2021

6010 1705 438

Q4 2021

5822 1629 453

Q1 2022

5651 1487 396

Q2 2022

5714 1521 414

Q3 2022

5730 1517 423

Q4 2022

5461 1405 394

Q1 2023

5130 1371 353

Q2 2023

5380 1482 367

Q3 2023

5347 1459 365

Q4 2023

5463 1520 397

A subset of the marginally attached are discouraged workers—people not currently looking for work because they are discouraged over their job prospects. In the fourth quarter of 2023, there were 397,000 discouraged workers; this number was essentially unchanged from the same quarter of 2022.

Labor force participation rate increases in 2023, reflecting continued labor market improvement among women

The labor force participation rate increased in 2023 (after accounting for population controls) to 62.6 percent in the fourth quarter. The labor force participation rate for women increased by 0.7 percentage point over the year to 57.3 percent in the fourth quarter. The labor force participation rate for men, at 68.2 percent, changed little over the year. (See table 1.)

The number of employed people rose to 161.4 million in the fourth quarter of 2023. The employment–population ratio (the percentage of the population age 16 and older who are employed), at 60.3 percent in the fourth quarter, was little changed over the year (after accounting for population controls). The employment–population ratio for women increased to 55.3 percent over the year, while the ratio for men decreased to 65.5 percent in the fourth quarter of 2023 (after accounting for population controls). (See table 1 and chart 9.)

Chart 9. Labor force participation rate and employment–population ratio, quarterly averages, seasonally adjusted, 1968–2023 (in percent)
Quarter Labor force participation rate Employment–population ratio

Q1 1968

59.4 57.2

Q2 1968

59.8 57.7

Q3 1968

59.6 57.5

Q4 1968

59.6 57.6

Q1 1969

59.8 57.8

Q2 1969

60.0 57.9

Q3 1969

60.2 58.1

Q4 1969

60.3 58.1

Q1 1970

60.5 57.9

Q2 1970

60.4 57.5

Q3 1970

60.3 57.2

Q4 1970

60.4 56.9

Q1 1971

60.2 56.6

Q2 1971

60.0 56.5

Q3 1971

60.2 56.6

Q4 1971

60.3 56.7

Q1 1972

60.3 56.8

Q2 1972

60.4 57.0

Q3 1972

60.4 57.1

Q4 1972

60.4 57.2

Q1 1973

60.4 57.4

Q2 1973

60.8 57.8

Q3 1973

60.8 57.9

Q4 1973

61.1 58.2

Q1 1974

61.3 58.2

Q2 1974

61.2 58.0

Q3 1974

61.3 57.9

Q4 1974

61.3 57.2

Q1 1975

61.2 56.2

Q2 1975

61.3 55.9

Q3 1975

61.3 56.1

Q4 1975

61.1 56.0

Q1 1976

61.3 56.5

Q2 1976

61.5 56.9

Q3 1976

61.7 57.0

Q4 1976

61.8 57.0

Q1 1977

61.9 57.2

Q2 1977

62.2 57.8

Q3 1977

62.2 58.0

Q4 1977

62.6 58.5

Q1 1978

62.8 58.8

Q2 1978

63.1 59.3

Q3 1978

63.2 59.4

Q4 1978

63.5 59.7

Q1 1979

63.7 60.0

Q2 1979

63.4 59.8

Q3 1979

63.7 60.0

Q4 1979

63.8 60.0

Q1 1980

63.9 59.9

Q2 1980

63.8 59.1

Q3 1980

63.7 58.8

Q4 1980

63.7 59.0

Q1 1981

64.0 59.2

Q2 1981

64.1 59.4

Q3 1981

63.7 59.0

Q4 1981

63.8 58.5

Q1 1982

63.8 58.1

Q2 1982

64.0 58.0

Q3 1982

64.1 57.7

Q4 1982

64.1 57.3

Q1 1983

63.8 57.1

Q2 1983

63.9 57.5

Q3 1983

64.3 58.2

Q4 1983

64.1 58.6

Q1 1984

64.0 59.0

Q2 1984

64.5 59.6

Q3 1984

64.5 59.7

Q4 1984

64.5 59.8

Q1 1985

64.8 60.1

Q2 1985

64.7 60.0

Q3 1985

64.7 60.1

Q4 1985

64.9 60.4

Q1 1986

65.0 60.5

Q2 1986

65.2 60.6

Q3 1986

65.4 60.8

Q4 1986

65.4 60.9

Q1 1987

65.4 61.1

Q2 1987

65.6 61.4

Q3 1987

65.6 61.7

Q4 1987

65.7 61.9

Q1 1988

65.8 62.0

Q2 1988

65.8 62.2

Q3 1988

66.0 62.3

Q4 1988

66.1 62.6

Q1 1989

66.3 62.9

Q2 1989

66.4 63.0

Q3 1989

66.5 63.0

Q4 1989

66.5 63.0

Q1 1990

66.7 63.1

Q2 1990

66.5 63.0

Q3 1990

66.5 62.7

Q4 1990

66.4 62.3

Q1 1991

66.3 61.9

Q2 1991

66.3 61.7

Q3 1991

66.1 61.6

Q4 1991

66.1 61.4

Q1 1992

66.3 61.4

Q2 1992

66.6 61.5

Q3 1992

66.6 61.5

Q4 1992

66.3 61.4

Q1 1993

66.2 61.5

Q2 1993

66.2 61.5

Q3 1993

66.3 61.8

Q4 1993

66.3 61.9

Q1 1994

66.6 62.2

Q2 1994

66.5 62.4

Q3 1994

66.5 62.5

Q4 1994

66.7 63.0

Q1 1995

66.8 63.1

Q2 1995

66.6 62.9

Q3 1995

66.6 62.8

Q4 1995

66.5 62.8

Q1 1996

66.5 62.8

Q2 1996

66.7 63.1

Q3 1996

66.9 63.3

Q4 1996

67.0 63.5

Q1 1997

67.0 63.5

Q2 1997

67.1 63.8

Q3 1997

67.2 63.9

Q4 1997

67.1 64.0

Q1 1998

67.1 64.0

Q2 1998

67.0 64.1

Q3 1998

67.1 64.0

Q4 1998

67.2 64.2

Q1 1999

67.1 64.3

Q2 1999

67.1 64.2

Q3 1999

67.1 64.2

Q4 1999

67.1 64.4

Q1 2000

67.3 64.6

Q2 2000

67.2 64.5

Q3 2000

66.9 64.2

Q4 2000

66.9 64.3

Q1 2001

67.2 64.3

Q2 2001

66.8 63.8

Q3 2001

66.7 63.5

Q4 2001

66.7 63.0

Q1 2002

66.6 62.8

Q2 2002

66.7 62.8

Q3 2002

66.6 62.8

Q4 2002

66.4 62.5

Q1 2003

66.3 62.4

Q2 2003

66.4 62.4

Q3 2003

66.1 62.1

Q4 2003

66.1 62.2

Q1 2004

66 62.3

Q2 2004

66 62.3

Q3 2004

66 62.4

Q4 2004

66 62.4

Q1 2005

65.9 62.4

Q2 2005

66.1 62.7

Q3 2005

66.1 62.8

Q4 2005

66 62.8

Q1 2006

66.1 63.0

Q2 2006

66.1 63.1

Q3 2006

66.1 63.1

Q4 2006

66.3 63.3

Q1 2007

66.3 63.3

Q2 2007

66.0 63.0

Q3 2007

65.9 62.8

Q4 2007

66.0 62.8

Q1 2008

66.1 62.8

Q2 2008

66.0 62.5

Q3 2008

66.0 62.1

Q4 2008

65.9 61.4

Q1 2009

65.7 60.2

Q2 2009

65.7 59.6

Q3 2009

65.3 59.0

Q4 2009

64.9 58.4

Q1 2010

64.9 58.5

Q2 2010

64.9 58.6

Q3 2010

64.6 58.5

Q4 2010

64.4 58.3

Q1 2011

64.2 58.4

Q2 2011

64.1 58.3

Q3 2011

64.1 58.3

Q4 2011

64.1 58.5

Q1 2012

63.8 58.5

Q2 2012

63.7 58.5

Q3 2012

63.6 58.5

Q4 2012

63.7 58.7

Q1 2013

63.5 58.5

Q2 2013

63.4 58.6

Q3 2013

63.3 58.7

Q4 2013

62.9 58.5

Q1 2014

63.0 58.8

Q2 2014

62.8 58.9

Q3 2014

62.9 59.0

Q4 2014

62.9 59.3

Q1 2015

62.7 59.3

Q2 2015

62.8 59.4

Q3 2015

62.5 59.3

Q4 2015

62.6 59.4

Q1 2016

62.8 59.8

Q2 2016

62.8 59.7

Q3 2016

62.8 59.8

Q4 2016

62.7 59.7

Q1 2017

62.9 60.0

Q2 2017

62.9 60.1

Q3 2017

62.9 60.2

Q4 2017

62.7 60.1

Q1 2018

62.8 60.3

Q2 2018

62.9 60.4

Q3 2018

62.8 60.4

Q4 2018

63.0 60.5

Q1 2019

63.1 60.6

Q2 2019

62.9 60.6

Q3 2019

63.1 60.9

Q4 2019

63.3 61.0

Q1 2020

63.1 60.7

Q2 2020

60.8 52.9

Q3 2020

61.6 56.1

Q4 2020

61.6 57.4

Q1 2021

61.4 57.6

Q2 2021

61.6 58.0

Q3 2021

61.8 58.6

Q4 2021

61.9 59.3

Q1 2022

62.2 59.9

Q2 2022

62.2 60.0

Q3 2022

62.3 60.1

Q4 2022

62.2 60.0

Q1 2023

62.5 60.3

Q2 2023

62.6 60.3

Q3 2023

62.7 60.4

Q4 2023

62.6 60.3

Labor force participation of Black people and Hispanics increased in 2023

In 2023, the labor force participation rates for Black people (63.3 percent in the fourth quarter of 2023) and Hispanics (66.9 percent) edged up over the year (after taking population controls into account), while the rates for Whites (62.2 percent) and Asians (64.7 percent) were little changed. The employment–population ratio for Black people (59.8 percent in the fourth quarter of 2023) edged up over the year (after taking population control effects into account). The employment-population ratios for Whites (60.1 percent), Asians (62.6 percent), and Hispanics (63.7 percent) showed little change from the fourth quarter of 2022. (See table 1.)

The increase in labor force participation was concentrated among people of prime working age

The labor force participation rate for prime-working-age people (those ages 25 to 54) increased by 0.8 percentage point in 2023; this rate averaged 83.3 percent in the fourth quarter. Both women and men contributed to this increase. Prime-working-age women’s participation reached a historic high of 77.6 percent in the second quarter of 2023 before ending the year at 77.4 percent.10 Men in this age group participated in the labor force at a rate of 89.2 percent in the fourth quarter of 2023, an increase of 0.6 percentage point from a year earlier.11 (See table 2.)

Among older workers, those age 55 and older, the labor force participation rate was little changed over the year; this rate averaged 38.6 percent in the fourth quarter of 2023. The share of the population that is age 55 and older is growing, and older individuals tend to participate in the labor force at much lower rates than younger people. This is evident among detailed age breakouts of older workers; the labor force participation rate was 66.3 percent for those ages 55 to 64 in the fourth quarter of 2023, much higher than the figure of 19.4 percent for those age 65 and older. (Data for people ages 55 to 64 and age 65 and older are not seasonally adjusted.)

The labor force participation rate for younger workers, those ages 16 to 24, changed little in 2023 (after accounting for population controls); this rate averaged 56.4 percent in the fourth quarter. In an ongoing pattern, young adults (ages 20 to 24) participated in the labor force at almost double the rate of teenagers (ages 16 to 19), at 71.2 percent and 37.5 percent, respectively, in the fourth quarter of 2023.

Employment increased for people of prime working age

Employment for prime-working-age people, those ages 25 to 54, increased in 2023. The employment–population ratio for this group increased by 0.7 percentage point over the year to 80.6 percent in the fourth quarter. Among women of prime working age, the employment–population ratio reached an all-time high of 75.3 percent in the third quarter of 2023, and it finished the year at 75.1 percent.12 However, prime-working-age men continued to be employed at higher rates than women. The employment–population ratio for prime-working-age men was 86.1 percent in the fourth quarter; this ratio changed little over the year. (See table 2.)

Employment for younger workers, those ages 16 to 24, changed little in 2023 (after accounting for population controls). The employment–population ratio was little changed both for people ages 16 to 19 and for 20- to 24-year-olds. The employment–population ratio for people ages 16 to 24, 51.8 percent in the fourth quarter of 2023, was little changed over the year. (See table 2.)

The number of employed people age 55 and older was little changed in 2023. The employment–population ratio for older workers was 37.5 percent in the fourth quarter, little different from a year earlier. (See table 2.) Within this age group, men’s employment–population ratio declined, while the ratio for women was little changed. The employment patterns for this broad age group mask some differences among older workers. For example, the employment–population ratio for those ages 55 to 64 continued to trend up in 2023; this ratio reached a record-high of 64.6 percent in the fourth quarter of 2023 (not seasonally adjusted).13 In contrast, the ratio for people age 65 and older, at 18.8 percent in the final quarter of 2023 (not seasonally adjusted), showed little change over the year and remained below the prepandemic rate.

Employment–population ratios improved for those with lower levels of education

For people age 25 and older, employment among those with less than a high school diploma, at 8.8 million, edged up from the fourth quarter of 2022 to the fourth quarter of 2023, while the employment–population ratio for this group increased to 45.0 percent in the fourth quarter of 2023. This is the highest quarterly ratio since the series began in 1992. The employment–population ratio for high school graduates with no college, 54.8 percent in the fourth quarter of 2023, also was up from a year earlier. The employment–population ratios for those with some college or an associate’s degree (60.4 percent in the fourth quarter of 2023) and those with a bachelor’s degree and higher (71.1 percent) were little changed on net over the year. (See table 3.)

Employment grew in management, professional, and related occupations

From 2022 to 2023, employment in the broad category of management, professional, and related occupations increased to 70.3 million. (Data are annual averages.) This occupational group employed about 44 percent of the total workforce and accounted for about 80 percent of total employment growth over this period. There was also substantial employment growth in service occupations from 2022 to 2023; the number of people employed in this sector rose to a level of 26.2 million. (See table 7.)

Table 7. Employment, by occupational group and sex, annual averages, 2022–2023 (in thousands)
Occupational groupTotalMenWomen
202220232022202320222023

Total, 16 years and over

158,291161,03784,20385,50074,08975,537

Management, professional, and related occupations

68,09970,27533,01633,85635,08336,419

Management, business, and financial operations occupations

29,35030,54416,18816,57413,16213,971

Professional and related occupations

38,74939,73116,82817,28221,92122,449

Service occupations

25,43826,17110,93511,20614,50314,965

Healthcare support occupations

4,9305,1237578064,1734,317

Protective service occupations

3,0573,1052,3462,357711748

Food preparation and serving related occupations

7,9078,1893,6903,7754,2184,414

Building and grounds cleaning and maintenance occupations

5,5765,5343,2353,2062,3412,328

Personal care and service occupations

3,9684,2209071,0623,0613,158

Sales and office occupations

30,41230,27911,76411,94218,64918,337

Sales and related occupations

14,31614,3257,2377,3527,0796,972

Office and administrative support occupations

16,09615,9544,5274,59011,57011,364

Natural resources, construction, and maintenance occupations

14,26014,32613,44213,492818834

Farming, fishing, and forestry occupations

980987723720257267

Construction and extraction occupations

8,4278,4578,0708,093357364

Installation, maintenance, and repair occupations

4,8534,8814,6494,679204203

Production, transportation, and material moving occupations

20,08219,98615,04615,0045,0364,982

Production occupations

8,2568,2805,7975,8002,4592,479

Transportation and material moving occupations

11,82611,7069,2499,2032,5782,503

Employment was little changed from 2022 to 2023 in sales and office occupations (30.3 million in 2023); production, transportation, and material moving occupations (20.0 million); and natural resources, construction, and maintenance occupations (14.3 million).

Number of self-employed workers changed little in 2023

The total number of nonagricultural unincorporated self-employed workers was 9.1 million in the fourth quarter of 2023; this number was essentially unchanged from the year prior.14 (See table 8.)

Table 8. Employed people by class of worker, quarterly averages, seasonally adjusted, 2022–2023 (in thousands)
Class of workerFourth quarter 20222023
First quarter 2023Second quarter 2023Third quarter 2023Fourth quarter 2023

Agriculture and related industries

2,2502,2712,2962,2722,223

Wage and salary workers 1

1,5021,5111,5631,5451,513

Self-employed workers, unincorporated

730721686691696

Nonagricultural industries

156,618157,931158,664159,223159,246

Wage and salary workers 1

147,497148,823149,625150,159150,126

Self-employed workers, unincorporated

9,0969,2168,9128,8999,102

The unincorporated self-employed accounted for 5.7 percent of nonagricultural workers in the fourth quarter of 2023; this is similar to the rate of 5.8 percent at the end of 2022. (See chart 10.)

 Chart 10. Nonagricultural self-employment rate, quarterly averages, seasonally adjusted, 1994–2023 (in percent)
Quarter Self-employment rate

Q1 1994

7.7

Q2 1994

7.6

Q3 1994

7.5

Q4 1994

7.4

Q1 1995

7.3

Q2 1995

7.3

Q3 1995

7.4

Q4 1995

7.3

Q1 1996

7.4

Q2 1996

7.3

Q3 1996

7.2

Q4 1996

7.3

Q1 1997

7.4

Q2 1997

7.2

Q3 1997

7.0

Q4 1997

7.0

Q1 1998

7.0

Q2 1998

7.0

Q3 1998

7.0

Q4 1998

6.9

Q1 1999

6.8

Q2 1999

6.8

Q3 1999

6.8

Q4 1999

6.7

Q1 2000

6.9

Q2 2000

6.9

Q3 2000

6.9

Q4 2000

6.7

Q1 2001

6.8

Q2 2001

6.8

Q3 2001

6.8

Q4 2001

6.7

Q1 2002

6.5

Q2 2002

6.6

Q3 2002

6.7

Q4 2002

6.8

Q1 2003

6.8

Q2 2003

6.8

Q3 2003

7.0

Q4 2003

7.0

Q1 2004

6.9

Q2 2004

6.8

Q3 2004

7.0

Q4 2004

7.0

Q1 2005

7.0

Q2 2005

6.9

Q3 2005

6.7

Q4 2005

6.7

Q1 2006

6.9

Q2 2006

6.8

Q3 2006

6.7

Q4 2006

6.9

Q1 2007

6.7

Q2 2007

6.7

Q3 2007

6.6

Q4 2007

6.5

Q1 2008

6.5

Q2 2008

6.5

Q3 2008

6.5

Q4 2008

6.2

Q1 2009

6.5

Q2 2009

6.5

Q3 2009

6.6

Q4 2009

6.6

Q1 2010

6.6

Q2 2010

6.5

Q3 2010

6.4

Q4 2010

6.4

Q1 2011

6.4

Q2 2011

6.3

Q3 2011

6.1

Q4 2011

6.2

Q1 2012

6.2

Q2 2012

6.2

Q3 2012

6.3

Q4 2012

6.3

Q1 2013

6.1

Q2 2013

6.1

Q3 2013

6.2

Q4 2013

6.0

Q1 2014

6.0

Q2 2014

5.9

Q3 2014

6.0

Q4 2014

6.1

Q1 2015

5.9

Q2 2015

6.1

Q3 2015

5.9

Q4 2015

5.8

Q1 2016

5.9

Q2 2016

6.0

Q3 2016

5.8

Q4 2016

5.9

Q1 2017

5.8

Q2 2017

5.7

Q3 2017

5.7

Q4 2017

5.9

Q1 2018

5.9

Q2 2018

5.8

Q3 2018

5.7

Q4 2018

5.8

Q1 2019

5.7

Q2 2019

5.6

Q3 2019

5.7

Q4 2019

5.7

Q1 2020

5.7

Q2 2020

5.9

Q3 2020

6.0

Q4 2020

5.9

Q1 2021

6.0

Q2 2021

6.1

Q3 2021

6.3

Q4 2021

6.1

Q1 2022

5.9

Q2 2022

5.9

Q3 2022

5.8

Q4 2022

5.8

Q1 2023

5.8

Q2 2023

5.6

Q3 2023

5.6

Q4 2023

5.7

Number of involuntary part-time workers increased somewhat in 2023

People who work part time for economic reasons, often referred to as involuntary part-time workers, work less than 35 hours per week but would have preferred full-time employment. These individuals work a reduced number of hours because of unfavorable business conditions (slack work) or their inability to find full-time work. The number of involuntary part-time workers averaged 4.2 million in the fourth quarter of 2023, an increase from 3.8 million a year earlier.15 Much of this increase occurred among those reporting slack work as the reason for working a part-time schedule. Even with the modest increase in this type of underemployment, the number of involuntary part-time workers in 2023 was similar to the level reached in 2019 before the onset of the COVID-19 pandemic. (See chart 11.)

Chart 11. Number of people employed part time for economic reasons, quarterly averages, seasonally adjusted, 1994–2023 (in thousands)
Quarter Part time for economic reasons Slack work or business conditions Could only find part-time work

Q1 1994

4838 2461 2070

Q2 1994

4801 2463 1983

Q3 1994

4399 2401 1691

Q4 1994

4460 2409 1754

Q1 1995

4466 2400 1775

Q2 1995

4477 2430 1730

Q3 1995

4510 2524 1681

Q4 1995

4462 2556 1618

Q1 1996

4290 2417 1566

Q2 1996

4368 2375 1636

Q3 1996

4377 2501 1581

Q4 1996

4254 2267 1651

Q1 1997

4181 2354 1513

Q2 1997

4142 2347 1466

Q3 1997

4031 2201 1506

Q4 1997

3928 2235 1392

Q1 1998

3882 2177 1392

Q2 1998

3756 2137 1288

Q3 1998

3594 2092 1199

Q4 1998

3397 1951 1148

Q1 1999

3475 2025 1140

Q2 1999

3416 1995 1090

Q3 1999

3305 1930 1076

Q4 1999

3220 1909 1007

Q1 2000

3202 1883 1001

Q2 2000

3226 1920 1000

Q3 2000

3191 2003 886

Q4 2000

3296 2030 906

Q1 2001

3303 2044 925

Q2 2001

3507 2256 961

Q3 2001

3723 2405 1006

Q4 2001

4382 2925 1138

Q1 2002

4167 2737 1087

Q2 2002

4117 2714 1110

Q3 2002

4258 2822 1146

Q4 2002

4321 2872 1158

Q1 2003

4701 3097 1241

Q2 2003

4653 3146 1255

Q3 2003

4650 3098 1274

Q4 2003

4808 3123 1345

Q1 2004

4666 2949 1417

Q2 2004

4533 2811 1428

Q3 2004

4470 2744 1380

Q4 2004

4598 2849 1404

Q1 2005

4343 2681 1357

Q2 2005

4342 2651 1373

Q3 2005

4522 2810 1373

Q4 2005

4201 2604 1254

Q1 2006

4090 2597 1205

Q2 2006

4110 2610 1162

Q3 2006

4204 2679 1188

Q4 2006

4243 2753 1200

Q1 2007

4251 2753 1193

Q2 2007

4376 2859 1220

Q3 2007

4502 2921 1207

Q4 2007

4479 2980 1220

Q1 2008

4884 3315 1223

Q2 2008

5349 3709 1324

Q3 2008

5976 4261 1454

Q4 2008

7343 5422 1559

Q1 2009

8662 6531 1762

Q2 2009

9015 6788 1937

Q3 2009

8923 6719 1997

Q4 2009

9064 6561 2155

Q1 2010

8899 6226 2311

Q2 2010

8866 6200 2348

Q3 2010

8849 6262 2335

Q4 2010

8881 5990 2477

Q1 2011

8526 5770 2443

Q2 2011

8552 5777 2477

Q3 2011

8745 5723 2668

Q4 2011

8425 5559 2454

Q1 2012

8106 5374 2455

Q2 2012

8029 5231 2508

Q3 2012

8242 5339 2551

Q4 2012

8104 5060 2650

Q1 2013

8017 5125 2563

Q2 2013

8002 5010 2597

Q3 2013

7893 4933 2649

Q4 2013

7827 4930 2596

Q1 2014

7343 4419 2627

Q2 2014

7395 4441 2572

Q3 2014

7200 4302 2584

Q4 2014

6926 4151 2433

Q1 2015

6702 3971 2359

Q2 2015

6544 3860 2309

Q3 2015

6238 3706 2212

Q4 2015

6019 3514 2194

Q1 2016

5977 3569 2107

Q2 2016

6097 3704 2053

Q3 2016

5955 3652 1948

Q4 2016

5747 3456 1955

Q1 2017

5596 3466 1866

Q2 2017

5304 3208 1769

Q3 2017

5253 3204 1703

Q4 2017

4848 2998 1570

Q1 2018

5045 3069 1617

Q2 2018

4907 3058 1505

Q3 2018

4544 2768 1413

Q4 2018

4615 2839 1504

Q1 2019

4681 3027 1358

Q2 2019

4482 2796 1388

Q3 2019

4222 2559 1325

Q4 2019

4242 2653 1264

Q1 2020

4811 3170 1325

Q2 2020

10207 9178 858

Q3 2020

7423 6115 1066

Q4 2020

6466 5124 1105

Q1 2021

5949 4687 1040

Q2 2021

5039 3834 1013

Q3 2021

4458 3112 1023

Q4 2021

4210 2862 1044

Q1 2022

4004 2651 1027

Q2 2022

3992 2688 997

Q3 2022

3974 2694 930

Q4 2022

3750 2575 867

Q1 2023

4070 2793 917

Q2 2023

3944 2761 882

Q3 2023

4099 2784 991

Q4 2023

4163 2912 966

The unemployment rate for veterans held steady over the year

There were 17.8 million veterans age 18 years and older in the fourth quarter of 2023. (Data are not seasonally adjusted.) Veterans who served during World War II, the Korean War, and the Vietnam-era account for the largest share of the veteran population, at 5.8 million. The next largest shares of wartime-period veterans are those who served during Gulf War-era II (5.1 million) and Gulf War-era I (2.9 million). About 3.9 million veterans served on active duty during other service periods, mainly between the Korean War and the Vietnam-era and between the Vietnam-era and Gulf War-era I. Among veterans, women accounted for 11.5 percent of the total veteran population in the fourth quarter of 2023.16

The unemployment rate for veterans was unchanged over the year at 2.8 percent; this was lower than the rate for nonveterans (3.5 percent) in the fourth quarter of 2023. The jobless rates for veterans of each service period changed little over the year. In the fourth quarter of 2023, the unemployment rates for veterans were as follows: 3.5 percent for Gulf War-era II veterans (those who served from September 2001 to the present); 2.3 percent for Gulf War-era I veterans; and 2.4 percent for World War II, Korean, and Vietnam-era veterans. (See table 9.)

Table 9. Employment status of people 18 years and older by veteran status, period of service, and sex, quarterly averages, not seasonally adjusted, 2022–2023 (in thousands)
Employment status, veteran status,
and period of service
TotalMenWomen
Fourth quarter 2022Fourth quarter 2023Fourth quarter 2022Fourth quarter 2023Fourth quarter 2022Fourth quarter 2023

Veterans, 18 years and older

Civilian noninstitutional population

18,26617,77216,23315,7302,0332,043

Civilian labor force

8,7718,63375767,4321,1951,202

Participation rate (percent)

48.048.646.747.258.858.8

Employed

8,5218,3897,3497,2241,1721,165

Employment–population ratio (percent)

46.747.245.345.957.757.0

Unemployed

2492452262082337

Unemployment rate (percent)

2.82.83.02.81.93.1

Gulf War-era II veterans

Civilian noninstitutional population

4,9995,1494,0854,215913934

Civilian labor force

4,0304,0883,3393,384691705

Participation rate (percent)

80.679.481.780.375.775.4

Employed

3,9113,9473,2363,267675680

Employment–population ratio (percent)

78.276.779.277.573.972.8

Unemployed

1191411031161625

Unemployment rate (percent)

2.93.53.13.42.33.5

Gulf War-era I veterans

Civilian noninstitutional population

3,1962,9022,7282,456468446

Civilian labor force

2,2132,1181,9151,805298313

Participation rate (percent)

69.273.070.273.563.770.2

Employed

2,1582,0691,8611,762297307

Employment–population ratio (percent)

67.571.368.271.763.468.8

Unemployed

5549544316

Unemployment rate (percent)

2.52.32.82.40.31.9

World War II, Korean War, and Vietnam-era veterans

Civilian noninstitutional population

6,1285,8445,8845,598244246

Civilian labor force

9207788797584120

Participation rate (percent)

15.013.314.913.516.98.0

Employed

8887598497404019

Employment–population ratio (percent)

14.513.014.413.216.37.7

Unemployed

3218301821

Unemployment rate (percent)

3.52.43.52.311

Veterans of other service periods

Civilian noninstitutional population

3,9443,8773,5363,461408416

Civilian labor force

1,6081,6501,4431,485165165

Participation rate (percent)

40.842.540.842.940.539.5

Employed

1,5641,6131,4041,454161159

Employment–population ratio (percent)

39.741.639.742.039.438.2

Unemployed

4336393145

Unemployment rate (percent)

2.72.22.72.12.63.3

Nonveterans, 18 years and older

Civilian noninstitutional population

237,076240,703108,027110,388129,049130,315

Civilian labor force

153,228156,40578,74280,25974,48576,146

Participation rate (percent)

64.665.072.972.757.758.4

Employed

148,198150,99676,16377,26772,03473,729

Employment–population ratio (percent)

62.562.770.570.055.856.6

Unemployed

5,0305,4092,5792,9932,4512,416

Unemployment rate (percent)

3.33.53.33.73.33.2

The labor force participation rate for veterans (48.6 percent) changed little over the year. Labor force participation rates are generally lower for older veterans who have served in earlier wars than they are for those who have served in the more recent Gulf War-era II period. The labor force participation rate for those who served during World War II, the Korean War, and the Vietnam-era (who are all over the age of 65) fell over the year to 13.3 percent in the fourth quarter of 2023. By contrast, Gulf War-era II veterans, who tend to be younger, had a much higher participation rate of 79.4 percent. This figure was little changed from a year earlier.

Unemployment rate rose among people with a disability

In the fourth quarter of 2023, the unemployment rate for people with a disability was 7.1 percent, an increase of 1.0 percentage point from a year earlier. (Data are not seasonally adjusted.) In contrast, the jobless rate of people with no disability edged up by 0.2 percentage point over the year to 3.4 percent. The unemployment rate of people with a disability remained about twice as high as the rate for those with no disability. (See table 10.)

Table 10. Employment status of the civilian noninstitutional population by sex, age, and disability status, quarterly averages, not seasonally adjusted, 2022–2023 (in thousands)
Employment status, sex, and agePeople with a disabilityPeople with no disability
Fourth quarter 2022Fourth quarter 2023Fourth quarter 2022Fourth quarter 2023

Total, 16 years and older

Civilian noninstitutional population

32,81833,797231,877234,021

Civilian labor force

7,7768,295156,641159,175

Participation rate (percent)

23.724.567.668.0

Employed

7,3047,704151,617153,823

Employment–population ratio (percent)

22.322.865.465.7

Unemployed

4715925,0235,352

Unemployment rate (percent)

6.17.13.23.4

Men, 16 to 64 years

Civilian labor force

3,2363,52277,98679,128

Participation rate (percent)

39.642.382.482.6

Employed

3,0203,21475,43576,242

Employment–population ratio (percent)

37.038.679.779.5

Unemployed

2163082,5512,886

Unemployment rate (percent)

6.78.83.33.6

Women, 16 to 64 years

Civilian labor force

3,1463,38868,85670,023

Participation rate (percent)

38.139.571.672.8

Employed

2,9453,17566,63167,808

Employment–population ratio (percent)

35.637.069.370.5

Unemployed

2012142,2252,215

Unemployment rate (percent)

6.46.33.23.2

Total, 65 years and older

Civilian labor force

1,3931,3859,79910,024

Participation rate (percent)

8.58.223.923.8

Employed

1,3391,3159,5529,773

Employment–population ratio (percent)

8.27.823.323.2

Unemployed

5470247251

Unemployment rate (percent)

3.95.02.52.5

The labor force participation rate of people with a disability (24.5 percent in the fourth quarter) edged up over the year, while their employment–population ratio (22.8 percent) was little changed. Among those with no disability, the labor force participation rate increased to 68.0 percent, while the employment–population ratio was little changed at 65.7 percent in the fourth quarter (after accounting for population controls). The lower participation and employment–population rates for people with a disability reflect, in part, the older age profile of those with a disability; older people, regardless of disability status, are less likely to be in the labor force.

The labor force participation rate for native-born workers increased in 2023, particularly among women

The foreign born accounted for 18.8 percent of the U.S. civilian labor force age 16 years and older in the fourth quarter of 2023. (Data are not seasonally adjusted.) The labor force participation rate for foreign-born workers showed little change in 2023, while the participation rate for native-born workers increased over the year. However, foreign-born workers continued to have a higher labor force participation rate (66.2 percent) than native-born workers (61.7 percent).17 Among the native born, there were strong gains in labor force participation and employment among women. (See table 11.)

Table 11. Employment status of the foreign- and native-born populations by sex, quarterly averages, not seasonally adjusted, 2022–2023 (in thousands)
Employment status and nativityTotalMenWomen
Fourth quarter 2022Fourth quarter 2023Fourth quarter 2022Fourth quarter 2023Fourth quarter 2022Fourth quarter 2023

Foreign born, 16 years and older

Civilian noninstitutional population

45,94547,46622,47423,25423,47024,211

Civilian labor force

30,35931,44517,43417,94412,92513,501

Participation rate (percent)

66.166.277.677.255.155.8

Employed

29,40030,28816,88617,27512,51413,013

Employment–population ratio (percent)

64.063.875.174.353.353.7

Unemployed

9601,157548669412489

Unemployment rate (percent)

3.23.73.13.73.23.6

Native born, 16 years and older

Civilian noninstitutional population

218,751220,353106,502107,647112,249112,705

Civilian labor force

134,057136,02570,02570,92264,03265,104

Participation rate (percent)

61.361.765.765.957.057.8

Employed

129,522131,23867,63368,22261,88963,016

Employment–population ratio (percent)

59.259.663.563.455.155.9

Unemployed

4,5354,7872,3922,7002,1432,087

Unemployment rate (percent)

3.43.53.43.83.33.2

The employment–population ratio for foreign-born workers (63.8 percent) changed little over the year. The employment–population ratio for native-born workers (59.6 percent in the fourth quarter of 2023) edged up over the year (after taking population controls into account).

The unemployment rate for foreign-born people, at 3.7 percent in the fourth quarter of 2023, increased by 0.5 percentage point over the year, while the jobless rate for native-born people was little changed over the year at 3.5 percent.

Median weekly earnings of full-time wage and salary workers increased, outpacing inflation

Median weekly earnings for full-time wage and salary workers were $1,117 in 2023, up 5.5 percent from 2022.18 (Data are annual averages.) During the same period, the Consumer Price Index for All Urban Consumers (CPI-U) measured inflation at 4.1 percent. Real median usual weekly earnings (adjusted with the use of the CPI-U) rose 1.4 percent from 2022 to 2023.19 (See table 12.)

Table 12. Median usual weekly earnings of full-time wage and salary workers, by selected characteristics, annual averages, 2022–2023
CharacteristicCurrent dollarsConstant (1982–1984) dollars
20222023Percent change,
2022–2023
20222023Percent change,
2022–2023

Total, 16 years and older

$1,059$1,1175.5$362$3671.4

Men

1,1541,2024.23943940.0

Women

9581,0054.93273300.9

White

1,0851,1384.93713730.5

Men

1,1721,2254.54014020.2

Women

9731,0214.93333350.6

Black or African American

8789204.83003020.7

Men

9219705.33153181.0

Women

8358896.52852922.5

Asian

1,4011,4745.24794841.0

Men

1,5591,6354.95335370.8

Women

1,2341,2995.34224260.9

Hispanic or Latino ethnicity

8238746.22812872.1

Men

8879153.2303300-1.0

Women

7618005.12602631.2

Total, 25 years and older

1,1231,1704.23843840.1

Less than a high school diploma

6827083.8233232-0.3

High school graduate, no college

8538995.42912951.2

Some college or associate's degree

9691,0164.93313330.7

Bachelor's degree or higher

1,5441,6094.25285280.1

Women’s median weekly earnings were $1,005 in 2023; this was 83.6 percent of men’s median weekly earnings ($1,202). In 1979, the first year for which comparable data on usual weekly earnings are available, women’s earnings were 62.3 percent of men’s earnings. (See chart 12.)

Chart 12. Women's median usual weekly earnings as a percentage of men's, full-time wage and salary workers, annual averages, 1979–2023
Year Women's-to-men's earnings ratio

1979

62.3

1980

64.2

1981

64.4

1982

65.7

1983

66.5

1984

67.6

1985

68.1

1986

69.5

1987

69.8

1988

70.2

1989

70.1

1990

71.9

1991

74.2

1992

75.8

1993

77.1

1994

76.4

1995

75.5

1996

75.0

1997

74.4

1998

76.3

1999

76.5

2000

76.9

2001

76.4

2002

77.9

2003

79.4

2004

80.4

2005

81.0

2006

80.8

2007

80.2

2008

79.9

2009

80.2

2010

81.2

2011

82.2

2012

80.9

2013

82.1

2014

82.5

2015

81.1

2016

81.9

2017

81.8

2018

81.1

2019

81.5

2020

82.3

2021

83.1

2022

83.0

2023

83.6

By age group, median weekly earnings were highest for men ages 35 to 64. Median weekly earnings were $1,364 for men ages 35 to 44, $1,396 for men ages 45 to 54, and $1,380 for men ages 55 to 64. Women’s median weekly earnings were also highest for workers ages 35 to 64. Median weekly earnings were $1,136 for women ages 35 to 44, $1,115 for women ages 45 to 54, and $1,065 for women ages 55 to 64. Men and women ages 16 to 24 had the lowest median weekly earnings, $736 and $691, respectively. Men's and women's earnings were closer among younger workers than older workers. For example, women ages 16 to 24 earned 93.9 percent as much as men in the same age group, while the women's-to-men's earnings ratio was 77.2 percent for those ages 55 to 64. (See chart 13.)

Chart 13. Median usual weekly earnings of full-time wage and salary workers by age and sex, annual averages, 2023
Age Men Women

Total, 16 years and older

$1,202 $1,005

16 to 24 years

736 691

25 to 34 years

1,107 985

35 to 44 years

1,364 1,136

45 to 54 years

1,396 1,115

55 to 64 years

1,380 1,065

65 years and older

1,181 977

Among the major race and ethnicity groups, median weekly earnings increased for all groups. From 2022 to 2023, earnings increased (in current dollars) by 6.2 percent for Hispanics (to $874), 5.2 percent for Asians (to $1,474), 4.9 percent for Whites (to $1,138), and 4.8 percent for Black people (to $920). (See table 12.) The women’s-to-men’s earnings ratio varied by race and ethnicity; the ratio was higher among Black people and Hispanics. For example, Black women earned 91.6 percent as much as Black men; Hispanic women earned 87.4 percent as much as Hispanic men; White women earned 83.3 percent as much as White men; and Asian women earned 79.4 percent as much as Asian men.

Among workers age 25 years and older, those with a high school diploma but no college had the largest over-the-year percentage increase in median weekly earnings in comparison with other educational attainment groups. Earnings for workers who were high school graduates with no college ($899) rose by 5.4 percent from 2022 to 2023. However, earnings continue to be positively correlated with educational attainment. Workers with a bachelor’s degree or higher had median weekly earnings of $1,609 in 2023, more than double the median weekly earnings of $708 for workers with less than a high school diploma. (See table 12.)

Among the major occupational groups, people employed full time in management, professional, and related occupations had the highest median weekly earnings in 2023: $1,778 for men and $1,349 for women. As has historically been the case, men ($801) and women ($676) employed in service occupations earned the least among the major occupational groups in 2023. (See table 13.)

Table 13. Median usual weekly earnings of full-time wage and salary workers by occupation and sex, annual averages, 2022–2023
Occupation and sexNumber of workers (in thousands)Median weekly earnings (current dollars)
2022202320222023

Total, 16 years and older

118,869120,907$1,059$1,117

Management, professional, and related occupations

53,96256,0771,4651,527

Management, business, and financial operations occupations

22,70723,9891,5691,630

Professional and related occupations

31,25532,0881,3921,458

Service occupations

15,46815,818697721

Sales and office occupations

21,97821,667880923

Sales and related occupations

9,1709,1489411,001

Office and administrative support occupations

12,80812,519847891

Natural resources, construction, and maintenance occupations

11,38611,3689651,001

Farming, fishing, and forestry occupations

762731645689

Construction and extraction occupations

6,4066,517943985

Installation, maintenance, and repair occupations

4,2184,1201,0431,092

Production, transportation, and material moving occupations

16,07615,977821869

Production occupations

7,3527,313862895

Transportation and material moving occupations

8,7248,664796841

Men, 16 years and older

65,55466,7001,1541,202

Management, professional, and related occupations

26,22927,0701,7261,778

Management, business, and financial operations occupations

12,07912,4251,7721,868

Professional and related occupations

14,15014,6451,6471,736

Service occupations

7,4637,672767801

Sales and office occupations

8,7418,8761,0191,072

Sales and related occupations

5,0485,0991,1391,196

Office and administrative support occupations

3,6933,777933983

Natural resources, construction, and maintenance occupations

10,82310,7939791,013

Farming, fishing, and forestry occupations

582548661728

Construction and extraction occupations

6,1956,277951991

Installation, maintenance, and repair occupations

4,0473,9681,0511,104

Production, transportation, and material moving occupations

12,29812,290891923

Production occupations

5,3145,277943966

Transportation and material moving occupations

6,9847,013842897

Women, 16 years and older

53,31554,2079581,005

Management, professional, and related occupations

27,73329,0071,2841,349

Management, business, and financial operations occupations

10,62911,5641,4091,449

Professional and related occupations

17,10417,4431,2291,278

Service occupations

8,0058,146643676

Sales and office occupations

13,23612,791810856

Sales and related occupations

4,1224,049783830

Office and administrative support occupations

9,1158,743818864

Natural resources, construction, and maintenance occupations

562575700734

Farming, fishing, and forestry occupations

180183611614

Construction and extraction occupations

211240796795

Installation, maintenance, and repair occupations

171152861875

Production, transportation, and material moving occupations

3,7783,688694716

Production occupations

2,0382,036700742

Transportation and material moving occupations

1,7401,651687694

Telework rate increased in 2023

In the fourth quarter of 2023, 32.5 million people teleworked at least some of the time, up from 28.4 million people in the fourth quarter of 2022.20 (Data are not seasonally adjusted.) The telework rate (the number of people who teleworked or worked at home for pay as a percentage of people who were working) rose over the year, from 18.5 percent to 20.7 percent in the fourth quarter of 2023. Women were more likely to telework than men (22.8 percent versus 18.9 percent in the fourth quarter of 2023). Telework rates increased for both women and men in 2023. (See table 14.)

Table 14. People who teleworked or worked at home for pay by selected characteristics, quarterly averages, not seasonally adjusted, 2022–2023 (in thousands)
CharacteristicFourth quarter, 2022Fourth quarter, 2023
TotalTelework rate 1TotalTelework rate 1

Age and sex

Total, 16 years and over

28,38518.532,49020.7

    16 to 24 years

1,1656.31,2736.5

    25 to 54 years

20,43320.623,31523.1

    55 years and older

6,78718.87,90121.8

Men, 16 years and older

14,07717.215,74018.9

    16 to 24 years

5295.65565.7

    25 to 54 years

10,13819.111,21620.8

    55 years and older

3,41017.43,96820.4

Women, 16 years and older

14,30820.016,75022.8

    16 to 24 years

6357.07177.3

    25 to 54 years

10,29522.412,09925.8

    55 years and older

3,37820.43,93423.4

Race and Hispanic or Latino ethnicity

White

21,55518.224,72120.6

Black or African American

2,77414.23,26716.2

Asian

3,13530.23,49432.4

Hispanic or Latino ethnicity

2,7379.53,14010.5

Disability status

With a disability

1,22118.01,67723.1

With no disability

27,16418.530,81320.6

Presence of children

With own children under 18

10,28921.111,41923.4

With no own children under 18

18,09617.221,07119.5

Educational attainment

Total, 25 years and older

27,22120.131,21722.8

    Less than a high school diploma

2032.52252.6

    High school graduates, no college 2

2,1576.62,5967.8

    Some college or associate's degree

4,75214.15,47616.2

    Bachelor's degree and higher 3

20,10833.422,92037.3

       Bachelor's degree only

11,79032.113,47735.9

       Advanced degree

8,31935.49,44339.6

Major occupation

Management, professional, and related occupations

21,13531.524,17435.1

Service occupations

7313.01,0384.1

Sales and office occupations

5,93220.46,48922.2

Natural resources, construction, and maintenance occupations

2541.83212.3

Production, transportation, and material moving occupations

3331.74682.4

Among those who teleworked in the fourth quarter of 2023, 49.3 percent teleworked for all of their work hours and 50.7 percent teleworked for some of their hours. This was a change from a year earlier, when about 54 percent of all people who teleworked did so for all of their work hours. (See table 15.)

Table 15. People who teleworked or worked at home for pay by hours teleworked, quarterly averages, not seasonally adjusted, 2022–2023 (in thousands)
CategoryFourth quarter, 2022Fourth quarter, 2023
TotalPercent
distribution
TotalPercent
distribution

Total, people who teleworked

28,385100.032,490100.0

Teleworked all hours

15,45554.416,02649.3

Teleworked some hours 1

12,93045.616,46450.7

Not surprisingly, the telework rate varies by occupation. Of the five major occupational groups, management, professional, and related occupations had the highest telework rate at 35.1 percent in the fourth quarter of 2023. Within this group, 64.2 percent of people working in computer and mathematical occupations teleworked at least some of their work hours; this was the highest telework rate of any detailed occupational group. People working in sales and office occupations had a telework rate of 22.2 percent, also higher than the overall rate across all occupations. (See table 14.)

The other major occupational groups had much lower telework rates in the fourth quarter of 2023: service occupations, at 4.1 percent; production, transportation, and material moving occupations, at 2.4 percent; and natural resources, construction, and maintenance occupations, at 2.3 percent. (See table 14.) In 2023, telework rates tended to increase by the greatest amount for occupations that already had a high incidence of telework.

Telework rates also differ substantially by educational attainment. Among people with a bachelor’s degree or higher, 37.3 percent teleworked or worked at home for pay in the fourth quarter of 2023, much higher than the telework rate of 2.6 percent for workers with less than a high school diploma. Over the year, the telework rate increased for people with higher levels of education but was little changed for people with less than a high school diploma. (See table 14.)

Summary

In 2023, the labor market remained strong. The national unemployment rate increased slightly over the year, to 3.8 percent in the fourth quarter, but remained low by historical standards. The increase in unemployment was concentrated among men. The labor force expanded, and total employment grew. There was an increase in the labor force participation rate but little change in the employment–population ratio. Much of the labor market improvement in 2023 occurred among prime-working-age people (those ages 25 to 54). Median usual weekly earnings increased to $1,117 in 2023; this was 5.5 percent higher than in 2022 and outpaced inflation, which grew at 4.1 percent over the same period as measured by the Consumer Price Index. New telework data indicate that 20.7 percent of workers teleworked in the fourth quarter of 2023, up from 18.5 percent a year earlier.

Appendix A: The CPS and the CES

BLS produces two monthly employment series obtained from two different surveys: an estimate of total nonfarm jobs, derived from the Current Employment Statistics (CES) survey, also called the establishment or payroll survey; and an estimate of total civilian employment, derived from the Current Population Survey (CPS), also called the household survey. The two surveys use different definitions of employment, as well as different survey and estimation methods. The CES survey is a survey of employers that provides a measure of the number of payroll jobs in nonfarm industries. The CPS is a survey of households that provides a measure of employed people age 16 years and older in the civilian noninstitutional population.

Employment estimates from the CPS provide information about workers in both the agricultural and nonagricultural sectors and in all types of work arrangements: workers with wage and salary jobs (including employment in a private household), workers who are self-employed, and workers doing unpaid work for at least 15 hours per week in a business or farm operated by a family member. CES payroll employment estimates are restricted to nonagricultural wage and salary jobs and exclude private household workers. As a result, employment estimates from the CPS are higher than those from the CES survey. In the CPS, however, workers who hold multiple jobs (referred to as “multiple jobholders”) are counted only once, regardless of how many jobs these workers held during the survey reference period. By contrast, because the CES survey counts the number of jobs rather than the number of people, each nonfarm job is counted separately, even when two or more jobs are held by the same person.

The reference periods for the surveys also differ. In the CPS, the reference period is generally the calendar week that includes the 12th day of the month. In the CES survey, employers report the number of workers on their payrolls for the pay period that includes the 12th of the month. Because pay periods vary in length among employers and may be longer than 1 week, the CES employment estimates can reflect longer reference periods.

For more information on the two monthly employment measures, see “Comparing employment from the BLS household and payroll surveys,” Labor Force Statistics from the Current Population Survey (U.S. Bureau of Labor Statistics, last modified February 2, 2024), https://www.bls.gov/web/empsit/ces_cps_trends.htm.

Appendix B: Adjustments to population estimates for the CPS

Updated population controls for the CPS are introduced annually with the publication of January data in The Employment Situation news release. The change in population reflected in the estimates introduced in January 2023 is based on a blended 2020 population base, which combines population totals from the 2020 census and demographic characteristics from other sources. The January 2023 adjustments reflected updated birth and death statistics; new estimates of net international migration, which reflected increased international migration; and methodological improvements. Consequently, data for 2023 are not strictly comparable to those for earlier years. The analysis presented in this article takes the effects of these population controls into account.

The adjustment increased the estimated size of the civilian noninstitutional population in December 2022 by 954,000, the civilian labor force by 871,000, employment by 810,000, and unemployment by 60,000. Although the adjustment did not affect the total unemployment rate, the labor force participation rate and the employment–population ratio each increased by 0.1 percentage point. The population control adjustments were concentrated among youth ages 20 to 24. In this age group, these adjustments increased the civilian labor force by 844,000, employment by 788,000, and unemployment by 56,000.

For additional information on the population adjustments and their effect on national labor force estimates, see “Adjustments to household survey population estimates in January 2023” (U.S. Bureau of Labor Statistics, February 2023), https://www.bls.gov/cps/population-control-adjustments-2023.pdf.