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Federal Reserve
Bank of Dallas

VOL. 13, NO. 6 • APRIL 2018

Economic
Letter
Declining U.S. Labor Force
Participation Rates Stand Out
by Alexander W. Richter, Daniel Chapman and Emil Mihaylov

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ABSTRACT: Male and
female prime-age labor
force participation rates
have declined in the U.S. at
a faster rate than in most
developed countries over the
past 20 years, even among
people with a college degree.
Stark differences in health
outcomes, incarceration rates,
and labor market, maternity
and child-care policies provide
potential explanations
for the disproportionate
participation-rate decline.

T

he U.S. labor force participation
rate has declined over the past
several decades, particularly since
the Great Recession. The rate is defined as
the number of people either employed or
unemployed as a proportion of the total
noninstitutionalized working-age population (typically those 15 or 16 years of age
and older).
While the unemployment rate takes
into account the conditions of those
in the labor force—either employed or
actively looking for work—the participation rate captures those in and out of the
labor force. Looking at both indicators is
important because a decline in the unemployment rate, instead of reflecting better economic conditions, could reflect a
decline in the participation rate if longterm unemployed workers drop out of the
labor force.
An examination of the participation rate
by gender, age and educational attainment
in the U.S. and in the developed world, as
reflected in Organization for Economic
Cooperation and Development (OECD)
and Eurostat data, reveals several trends.
Notably, for nearly all categories, the participation rate has declined more in the
U.S. than in other OECD countries over
the past 20 years. While no single reason
likely explains these differences, potential

factors include less-generous maternity
and child-care policies, higher incarceration rates, poorer health outcomes and
less spending on on-the-job retraining and
job-search assistance programs.

U.S. Rate Comparisons
One way to more clearly see what is happening is to focus on participation rates
for prime-age (25–54-year-old) individuals. The influence of demographic shifts—
such as baby boomers growing older and
dropping out of the labor force and teenagers deciding to delay joining the labor
force to attain more education—largely
disappears (Table 1).1
Similarly, classifying prime-age male
and females by college-degree attainment helps determine whether declines
in the participation rate are concentrated
among low-skilled workers due to increasing automation.
In 2016, both non-college-educated and
college-educated prime-age male participation rates in the U.S. were among the lowest. This finding is important because the
U.S rates were already relatively low in 1996.
One might have expected the U.S. rate to
converge to the rates in other major OECD
countries. However, the opposite occurred.
Among prime-age males without a degree,
the U.S. experienced the sharpest decline

Economic Letter

TABLE

1

U.S. Labor Force Participation Rates Slip
Relative to Other Developed Nations
Males

Country
U.S.
Canada
France
Germany
Italy
Sweden
U.K.
European
Union

Females

Education

1996

2016

Change:
1996–2016

No degree
Degree
No degree
Degree
No degree
Degree
No degree
Degree
No degree
Degree
No degree
Degree
No degree
Degree
No degree
Degree

89.7
95.6
87.5
94.0
95.0
96.9
91.7
96.6
89.8
95.5
90.5
92.9
90.4
96.7
-

84.7
93.4
84.8
94.0
90.2
96.5
90.2
96.0
87.7
90.9
92.1
95.6
89.7
95.6
89.6
95.6

-5.0
-2.2
-2.7
0.0
-4.8
-0.4
-1.5
-0.6
-2.1
-4.6
1.7
2.7
-0.7
-1.1
-

1996

2016

Change:
1996–2016

71.8
84.2
68.1
84.1
75.7
87.8
71.4
86.1
51.4
85.5
84.9
91.6
70.8
87.7
-

66.5
82.0
69.6
86.7
76.7
91.1
80.4
88.9
62.1
82.7
83.7
93.3
73.4
87.8
74.2
89.1

-5.3
-2.2
1.5
2.6
1.1
3.3
9.0
2.8
10.7
-2.8
-1.3
1.7
2.6
0.2
-

NOTE: Discrepancies in numerical changes are due to rounding.
SOURCES: Eurostat; Statistics Canada’s CANSIM; Census Bureau’s Current Population Survey.

TABLE

2

U.S. Employment Rates Notably Decline
Males

Country
U.S.
Canada
France
Germany
Italy
Sweden
U.K.
European
Union

Females

Education

1996

2016

Change:
1996–2016

No degree
Degree
No degree
Degree
No degree
Degree
No degree
Degree
No degree
Degree
No degree
Degree
No degree
Degree
No degree
Degree

84.9
93.4
77.7
87.7
85.4
91.4
83.8
92.8
83.5
90.2
80.8
88.4
81.8
92.9
-

80.2
91.2
77.2
88.9
80.1
91.9
85.5
94.0
78.2
85.4
86.3
91.4
85.7
93.5
81.5
91.5

-4.7
-2.2
-0.5
1.2
-5.3
0.5
1.7
1.2
-5.4
-4.8
5.5
3.0
3.9
0.6
-

1996

2016

Change:
1996–2016

67.8
82.0
61.0
78.4
64.5
81.3
64.3
81.2
44.7
77.7
77.5
88.2
66.2
85.2
-

62.4
79.7
64.3
82.6
67.4
86.3
77.1
86.9
53.5
75.6
77.3
90.1
69.8
85.4
66.5
84.2

-5.4
-2.3
3.3
4.2
2.9
5.0
12.9
5.8
8.8
-2.1
-0.2
1.9
3.6
0.2
-

NOTE: Discrepancies in numerical changes are due to rounding.
SOURCES: Eurostat; Statistics Canada’s CANSIM; Census Bureau’s Current Population Survey.

from 1996 to 2016—5.0 percentage points.
For males with a degree, the decline was
the second largest.
Female prime-age activity paints an even
more dramatic picture. Although the participation rate among prime-age females
in the U.S. was relatively high throughout
much of the 20th century, the U.S. was the

2

only major OECD country listed to experience sharp declines among individuals
with and without a college degree.
As a consequence, female participation rates in the U.S. for those with a college degree are now the lowest among
the OECD countries shown in Table 1 and
second lowest for those without a degree.

Even compared with the European Union
as whole, the U.S. stands out.
Table 2 shows the employment-to-population ratio—the ratio of those who are
employed relative to the prime-age population—across the same categories and
countries shown in Table 1. It is useful to
look at employment ratios, in addition to
participation rates, because they control
for differences in unemployment across
countries.
A pattern similar to the one depicted
in Table 1 emerges. Aside from males in
Italy and those without a college degree
in France, the U.S. experienced the largest decline in all categories. As of 2016,
the employment-to-population ratio in
the U.S. among women with and without
a college degree is the second lowest of
the countries shown and well below the
European Union averages.
While slightly less dramatic, the rates
among men in the U.S. are also lower than
European Union averages. In general, the
figures show that even after removing
those who are unemployed, labor force
participation is relatively low in the U.S.
Comparing prime-age male and female
participation rates without grouping by
education makes it easier to compare the
U.S. to all other OECD countries (Chart 1).
The U.S. prime-age male labor force participation rate was 23rd out of 33 OECD countries in 1996. Twenty years later, the U.S. fell
even further, to 31st out of 33 countries.
U.S. prime-age females experienced an
even steeper ranking decline, falling from
11th in 1996 to 27th in 2016.
Looking at rankings based on employment-to-population ratios yields similar
results. The U.S. slid from 15th to 22nd
among males and from 10th to 25th among
females from 1996 to 2016.
The drastic cross-country differences
are likely due to unique factors—both on
the demand and supply sides—affecting the U.S. more than other countries.
Demand-side factors such as increasing
automation or globalization are clearly
important, but supply-side factors are
where the U.S. stands out.

Incarceration Rates
A 2016 report by former President
Obama’s Council of Economic Advisers
cites higher rates of incarceration com-

Economic Letter • Federal Reserve Bank of Dallas • April 2018

Economic Letter

Poorer health outcomes in the U.S. also
potentially reduce participation. Mortality
rates for prime-age individuals in the U.S.
have increased and are much higher than
in other countries. The U.S. ranked 26th out
of 34 OECD countries for total life expectancy at birth in 2015, a decline from 21st
place in 1996. In contrast to other demographic groups, recent research found that
mortality rates for non-Hispanic whites

Male prime-age participation rate (percent)
1996
3

4 5 6 7 8
9 10 11
12 13 14 15
16 17 18 19 20
21 22 23 24 25 26 27

28 29 30
31

32

33

2016
100
98
96
94
92
90
88
86
84
82
80

100
90
80

1 2 3
4 5

6 7 8 9 10 11
12 13 14 15
16 17 18 19 20
21 22 23 24 25
26 27 28
29 30 31
32

1 2 3
4 5
6 7 8

9 10 11 12 13
14 15 16 17 18

19 20 21 22 23
24
25 26 27 28 29
30

60

31

50

32

40
30

100
80

33

2016
1 2 3
4 5 6 7
8 9 10 11 12 13 14 15 16 17
18 19 20 21 22 23
24 25 26
27 28

70

29 30 31
32

60
50

33

40
30

33

Female prime-age participation rate (percent)
1996

70

90

Health Care and Mortality

1 2

Japan
Switzerland
Iceland
Mexico
France
Czech Rep.
Slovak Rep.
Greece
Korea
Chile
Luxemborg
Austria
Turkey
Germany
Spain
Denmark
Portugal
Netherlnds
Belgium
Estonia
Norway
U.K.
U.S.
Sweden
Ireland
N. Zealand
Australia
Canada
Finland
Italy
Poland
Israel
Hungary

100
98
96
94
92
90
88
86
84
82
80

U.S. Declines in OECD Rankings of Labor Force Participation

Switzerland
Japan
Czech Rep.
Iceland
Mexico
Slovak Rep.
Estonia
Sweden
Greece
Luxemborg
N. Zealand
France
Spain
Hungary
U.K.
Germany
Portugal
Austria
Netherlnds
Chile
Korea
Canada
Turkey
Denmark
Poland
Belgium
Australia
Finland
Ireland
Norway
U.S.
Italy
Israel

Limited access to guaranteed parental leave or child-care services is another
potential reason for falling prime-age participation rates. The U.S. ranked 30th out
of 33 countries in total public expenditures
on family-related policies as a percentage
of gross domestic product (GDP) in 2013,
with the U.S. spending just 1.1 percent,
according to OECD figures.
The United Kingdom, where participation rates are higher, spent more than 4
percent of GDP on such services. Recent
estimates find the expansion of these types
of policies in countries outside the U.S.
explains about 29 percent of the decline in
the U.S. female participation rate relative
to other OECD countries.4 Similarly, analysis of California’s paid family leave law
enacted in 2004 found the policy increased
the probability that mothers returned to
their previous positions and the average
number of hours worked.5

1

Sweden
Iceland
Estonia
Finland
Slovak Rep.
Denmark
Czech Rep.
Norway
France
Poland
U.S.
Switzerland
Canada
U.K.
Portugal
Germany
Austria
N. Zealand
Australia
Belgium
Hungary
Israel
Netherlnds
Japan
Ireland
Spain
Greece
Korea
Luxemborg
Italy
Chile
Mexico
Turkey

Child Care, Parental Leave

CHART

Iceland
Sweden
Portugal
Switzerland
Austria
Norway
Denmark
France
Finland
Germany
Spain
Canada
Netherlnds
Czech Rep.
Estonia
Slovak Rep.
Luxemborg
N. Zealand
U.K.
Belgium
Hungary
Poland
Israel
Greece
Australia
Japan
U.S.
Ireland
Chile
Italy
Korea
Mexico
Turkey

pared with other OECD countries as a possible explanation for the decline in primeage male labor force participation.2
Because individuals held in jails and
prisons are excluded from the participation-rate calculation, the contemporaneous effect of incarceration on labor force
participation can be mixed. However, formerly incarcerated people seeking jobs
run a high risk of dropping out of the labor
force due to hiring restrictions and stigma.
According to the World Prison Brief
database, the prison population rate in
the U.S. increased from 592 per 100,000
people in 1995 to 666 in 2015, a 12.5 percent increase that far exceeds the OECD
average of 145 per 100,000. Furthermore,
a recent study estimated that about 20 million Americans are either incarcerated or
former felons.3

SOURCE: Organization for Economic Cooperation and Development (OECD).

Economic Letter • Federal Reserve Bank of Dallas • April 2018

3

Economic Letter

have increased since the beginning of the
21st century and can be attributed partly to
“deaths of despair”: drug overdoses, alcoholism and suicide.6
The U.S. also had the highest rates of
obesity and opioid use in 2015.7 A recent
paper reported that 40 percent of primeage men who are not in the labor force
say that pain is a barrier to working.8 More
generally, the paper argues that health
issues are “a substantial barrier to work
that would have to be addressed to significantly reverse their downward trend in
[labor force] participation.”

Job Training and Search
Lower spending on active labor market
policies, such as job creation programs,
job-search assistance and training programs in the U.S., also likely contributes
to participation rate trends. The U.S. spent
only 0.1 percent of GDP on “active labor
market policies,” well below the OECD
average of 0.6 percent in 2011, a study
found.9 The lower spending likely reduced
worker incentives to remain in the labor
force while unemployed.

Continuing Trend
Overall, declining workforce participation began before the Great Recession and
accelerated in the succeeding years. While
economists have pointed to a wide range
of possible factors that could explain the
decline, evidence suggests that policies
aimed at reducing the financial and logistical burden of raising children, improving
physical and mental health and reducing
incarceration rates would help improve
participation rates and potentially reverse
the trends in the U.S.
Richter is a senior economist and Chapman and Mihaylov are research analysts
in the Research Department at the Federal
Reserve Bank of Dallas.

Notes
For CANSIM and Eurostat, International Standard Classification of Education (ISCED) levels 0–4 correspond to
respondents without a college degree, and levels 5–8 correspond to those with a college degree (the U.S. equivalent is
an associate degree or higher). Since U.S. Current Population Survey data do not use ISCED categories, we carefully
approximated the same breakpoint as the other countries.
2
“The Long-term Decline in Prime-Age Male Labor Force
1

Participation,” Council of Economic Advisers, 2016.
3
“The Growth, Scope and Spatial Distribution of People
with Felony Records in the United States, 1948–2010,”
by Sarah Shannon, Christopher Uggen, Jason Schnittker,
Michael Massoglia, Melissa Thompson and Sara Wakefield,
Demography (forthcoming).
4
“Female Labor Supply: Why is the U.S. Falling Behind?”
by Francine Blau and Lawrence Kahn, National Bureau of
Economic Research, NBER Working Paper Series, January
2013.
5
“The Effects of Paid Family Leave in California on Labor
Market Outcomes,” by Charles Baum and Christopher Ruhm,
National Bureau of Economic Research, NBER Working
Paper Series, December 2013.
6
“Mortality and Morbidity in the 21st Century,” by Anne
Case and Angus Deaton, Brookings Papers on Economic
Activity, vol. 48, no. 1, 2017.
7
“Obesity Update 2017,” Organization of Economic Cooperation and Development, 2017, and “Narcotic Drugs: Estimated
World Requirements for 2017,” International Narcotics
Control Board, 2017.
8
“Where Have All the Workers Gone?” by Alan B. Krueger,
paper presented at the 60th Economic Conference, Federal
Reserve Bank of Boston, Oct. 4, 2016.
9
“Activation and Active Labour Market Policies in OECD
Countries: Stylized Facts and Evidence on Their Effectiveness,” by John P. Martin, policy paper, IZA Institute of Labor
Economics, 2014.

Federal Reserve Bank of Dallas

Economic Letter

Marc P. Giannoni, Senior Vice President and Director of Research

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