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Questions and Answers:
The Economic Recovery and the Path
Forward
d

Jason Furman
Chairman, Council of Economic Advisers

National Association for Business Economics
March 10, 2015

Question 1

Is the labor market recovery genuine? Or is the
unemployment rate only falling because people are
no longer looking for work?
Yes, it is a genuine labor market recovery with the
strongest payroll job growth since the 1990s.
Broader measures of unemployment that take into
account discouraged workers and others who are
not fully participating have also declined
substantially.

1

Job Growth Has Risen Throughout This Recovery
Monthly Average Nonfarm Job Growth
Thousands of Jobs per Month
400

300
200

173

188

199

2011

2012

2013

260

267*

2014

2015

89

100
0
-100
-200
-300
-400
-500

-298
-424

2008 2009 2010
*Pace through February 2015.
Source: Bureau of Labor Statistics, Current Employment Statistics; CEA calculations.

2

Broad Measures of Labor Underutilization
Have Mostly Recovered
Elevation and Recovery of Broader Measures of Unemployment
Remaining Elevation as of February 2015

Percent Increase to Great Recession Peak
Percent Recovered

Overall Unemployment Rate (UR)

4

90 95

U-4
(Unemployed + Discouraged)

8

92 91

U-5
(U-4 + Other Marginally Attached)

9

84

U-6
(U-5 + Part-Time for Economic Reasons) 20

89

87 77
0

10

20

30

40

50

60

70

80

90 100

Percent Change in Indicator Relative to 2001-07 Average
Note: All rates are expressed as a percent of the labor force and are seasonally adjusted.
Source: Bureau of Labor Statistics, Current Population Survey; CEA calculations.

3

Question 2

But if the labor market recovery has been so strong,
why has the labor force participation rate fallen by so
much?
Three reasons:
(1) the aging of the population as the baby boom
turns into a retirement boom;
(2) the normal cyclical reduction that will abate
as the economy recovers; and
(3) other reasons such as the high rate of longterm unemployment and longer-running trends
in participation.
4

Participation Decline Mostly Driven by Aging Trends
Labor Force Participation Decomposition
Percent of Civilian Non-institutional Population Aged 16+
66.0

65.5
Aging Trends

65.0
64.5

Cyclical Effects

64.0

Actual

63.5

Residual

63.0
62.5
2009

2010

2011

Note: Year axis denotes first quarter of year noted.
Source: Bureau of Labor Statistics, Current Population Survey; CEA calculations.

2012

2013

2014

2015

5

Question 3

Is it fair to say, then, that this has been an imperfect
labor market recovery?
Of course it is not perfect. We are not yet fully
recovered, and even when we are, the United States
will still face a set of labor challenges that reflect
both the continued fallout from the recession and
longer-standing structural changes.

6

Long-Term Unemployment and Part-Time for
Economic Reasons Rose During the Recession

Unemployment Rate by Duration

Percent of Labor Force
20

Percent of Labor Force
9

Rates of Part-Time Work
Jan-15

Total Part-Time

8
7

15
Unemployed
26 Weeks or
Fewer

6
5

10

Part-Time for NonEconomic Reasons

5

Part-Time for Economic
Reasons

4
Feb-15

3

Unemployed
27 Weeks or
More

2
1
0
2000

2002

2004

2006

2008

2010

2012

2014

0
2000

2002

Note: Shading denotes recession. Dashed lines represent pre-Great Recession (December 2001-December 2007) averages.
Source: Bureau of Labor Statistics, Current Population Survey; CEA calculations.

2004

2006

2008

2010

2012

2014

7

Long-Term Unemployment and Part-Time for Economic
Reasons Have Grown More Sensitive to Shocks
Increase in Long-Term Unemployment and
Part-Time for Economic Reasons
as a Percent of Increase in Overall Unemployment Rate
Percent
70

65
57

60
50

41

40
30

47

45
39
32

32

49

56

46
35

26
21

20

19

12

10
0
1957

1960

1969
1973
1980
Recession Start Year

1990

2001

2007

Note: Increases are measured from the first month of the recession to the peak in the overall unemployment rate. The 1980s recessions are consolidated into a single cycle.
Source: Bureau of Labor Statistics, Current Population Survey; CEA calculations.

8

Question 4

The labor market has genuinely strengthened, albeit
with your caveats. But if that is the case, why are we
not seeing increased GDP growth?
We are seeing increased GDP growth.

9

Real GDP Accelerating from the Start of Recovery
Components of Real GDP
(percent change at an annual rate)
Start of Recovery 2013 and 2014
(09:Q2-12:Q4)
(13:Q1-14:Q4)
Gross Domestic Product

2.1

2.7

Consumer Spending

2.0

2.8

Business Fixed Investment

5.2

5.4

Residential Investment

5.9

4.6

Exports

7.4

3.6

Imports

6.8

4.0

Federal Gov't

- 0.6

- 3.1

State & Local Gov't

- 2.2

1.2

Source: Bureau of Economic Analysis, National Income and Product Accounts.

10

Question 5

But why did real GDP growth slow in Q4?
We should not place too much weight on any one
data point because GDP is sensitive to transitory
factors. Indeed, the same volatile factors that
elevated third-quarter GDP reduced fourth-quarter
GDP.

11

PDFP is Best Predictor of Future Real GDP Growth
Component Ability to Forecast One-Quarter-Ahead
Real GDP Growth
Component (Real)
Government
Exports
Inventories
Gross Domestic Product (GDP)
Final Sales of Dometic Product
Imports
Fixed Investment
Mean Output (GDP, GDI)
PCE
Gross Domestic Income (GDI)
Final Sales to Domestic Purchasers
Final Sales to Private Domestic Purchasers
(PDFP)

Predictive Power
2

(Adjusted R ) of GDP
-0.02
0.02
0.02
0.22
0.23
0.28
0.29
0.29
0.30
0.31
0.33
0.36

Note: Mean output refers to the average of GDP and GDI. The quarterly growth rate of real GDP is regressed on four lags of growth rates for the listed variables over 1984:Q1 to 2014:Q4, using
revised data.
12
Source: Bureau of Economic Analysis, National Income and Product Accounts; CEA calculations.

PDFP is More Stable than GDP
PDFP versus GDP

Percent Change, Annual Rate
6

Real PDFP
Growth

5
4

Real GDP
Growth

3
2
1
0
-1
-2

Standard Deviation (2012:Q1-2014:Q4)
GDP: 2.0
PDFP: 1.1

-3

2012:Q1

2012:Q3

2013:Q1

2013:Q3

Source: Bureau of Economic Analysis, National Income and Product Accounts of the United States; CEA calculations.

2014:Q1

2014:Q3
13

Question 6

But even if one looks beyond a single quarter and
focuses on the entire recovery, why has growth been
lower than in previous economic expansions?
The largest difference between the speed of the
current recovery and previous expansions is that the
workforce is growing more slowly for demographic
reasons.

14

Biggest Variations in GDP Growth are Driven by
Demographic Changes
Growth in Supply Side Components Over Business Cycles
Annualized Percent Change
6
5

Potential Labor Force

4
3
2
1

0
Residual

-1
-2

Nonfarm Business
Productivity

-3

Note: Residual includes the growth rate of the labor force participation rate, the employment rate, the work week, the productivity differential and the ratio of the population (16+) to potential
labor force. Diamonds indicate the annualized growth of the geometric mean of GDP and GDI.
15
Source: Bureau of Economic Analysis; CEA Calculations.

Question 7

But demography is only the “largest” difference. Why
else is growth slower than in the past?
There are a number of possibilities, but three of the
most plausible (and not mutually exclusive)
candidates are:
(1) the unusual contraction in State and local
government;
(2) the aftermath of the crisis; and
(3) the global growth slowdown.
16

#1: State and Local Government Were an Especially Large
Drag on This Recovery
Real State and Local Government Purchases During Recoveries
Indexed to 100 at NBER-defined trough
120
115

Average,
1960–2007

110

1991

105

2001

100
2014:Q4

95
90

Current
(2009:Q2 trough)

85
80
-24

-20

-16

-12

-8

-4 Trough 4
Quarters from trough

8

12

Note: The 1960‒2007 average excludes the 1980 recession due to overlap with the 1981‒82 recession.
Source: Bureau of Economic Analysis, National Income and Product Accounts; National Bureau of Economic Research; CEA calculations.

16

20

24

17

#2: Crisis-Induced Increase in Household and Business Debt
Took Several Years to Reverse

Household Debt

Nonfinancial Corporate Debt-to-Equity Ratio

Percent of Disposable Personal Income
140

Percent
80

130

70
60

120

50
110
2014:Q3

100

90
2000

40
30

2002

2004

2006

2008

2010

Note: Shading denotes recession.
Source: Federal Reserve Board, Financial Accounts of the United States.

2012

2014

20
2000

2014:Q3

2002

2004

2006

2008

2010

2012

2014

18

#3: Global Slowdown Has Contributed to
Decline in U.S. Export Growth
Foreign Real GDP and U.S. Export Growth
Percent, year-over-year
8

Percent, year-over-year
15
Growth in U.S. Real
Exports of Goods and
Services (right axis,
2014:Q4)

6
4
2
0

10
5

Trade-Weighted
Foreign Real GDP
Growth (left axis,
2014:Q3)

0
-5

-2

-10

-4

-15

-6
2000:Q1

-20
2004:Q1

Source: Bureau of Economic Analysis; national sources via Haver Analytics; CEA calculations.

2008:Q1

2012:Q1
19

Question 8

What about the role of Federal policy in the recovery?

The fact that the United States has recovered
further and faster than past historical benchmarks
or other advanced economies today is an indicator
of how effective our response has been, but growth
would have been even stronger with the President’s
full agenda.

20

Question 9

You listed all the reasons for slower output growth,
but isn’t the real problem slower productivity
growth? And doesn’t this suggest that growth will be
slow in the future?
There is no reason to believe that productivity
growth will be substantially slower in the future.
And there is some cause for optimism—but if we
put the right policies in place there would be even
more cause for optimism.

21

Recent Productivity Shortfall Explained by
Reduced Capital Intensity Growth
Composition of Nonfarm Business Productivity Growth
Percent Change, Annual Rate
3.0
2.5

Productivity
Growth

2.0

Labor
Composition

1.5

Capital
Intensity

1.0

Total Factor
Productivity

0.5

0.0
-0.5
1948-2013

2010-2013

Note: Annualized percent change in nonfarm business productivity is approximately equal to the sum of the growth rates of total factor productivity, capital intensity and labor composition.
Diamonds indicate nonfarm business labor productivity growth.
22
Source: Bureau of Labor and Statistics; CEA calculations.

Question 10

But what about secular stagnation, isn’t that weighing
on U.S. growth?

No, at least not in the United States today. However,
it could present an increased risk in the future.

23

Global Interest Rates Have Declined in Recent Decades
Real 10-Year Benchmark Rate in Selected Countries

Percent
8
7

France

6
5
4

Germany

3
2

2014

Japan

1

United States

0
-1

-2
1985

1990

Source: National sources via Haver Analytics; CEA calculations.

1995

2000

2005

2010

2015
24

Question 11

Is there anything that does worry you about the
outlook for the U.S. economy?

Although forecasters expect continued increases in
growth rates and declines in the unemployment rate
over the near term, one should always be cognizant
of our uncertainty about the economy.

25

Question 12

What about anything else that excites you about the
U.S. economy? Surely it is not all downside risk?

The slowest growth of health costs in fifty years, the
reduced U.S. dependence on foreign oil, and a
number of technological developments are all
exciting.

26

Question 13

But middle-class families still are not feeling the
growth, as wages have not risen.

Real wages rose in 2013, 2014 and so far in 2015—
but we need to see more sustained gains in wages.

27

Real Wages Beginning to Rise
Real Hourly Earnings,
Production & Nonsupervisory Workers
Percent Growth, Annual Average
1.5
1.0
0.5

0.3

0.7

2001-2007 Average

0.8

0.0
-0.5

-0.6

-1.0
-1.5

-1.5

-2.0
2010

2011

Source: Bureau of Labor Statistics, Current Employment Statistics; CEA calculations.

2012

2013

2014
28

Question 14

So why are middle-class incomes, adjusted for
inflation, lower than they were before the crisis?

Middle-class income growth slowed starting in the
1970s due to a combination of slower productivity
growth, rising inequality and—starting in the
1990s—falling labor force participation rates. These
long-standing trends were compounded by the
Great Recession.
29

Drivers of Middle-Class Incomes:
Productivity, Inequality, and Participation
U.S. Middle-Class Income Growth and its Determinants
1948-1973

1973-2013

Average Household Income for the Bottom 90 Percent
(World Top Incomes Database)

2.8%

-0.3%

Median Household Income with Benefits
(CBO, adj. for household size)

N/A

0.4%

Median Household Income
with Gov't Transfers/Taxes (CBO, adj. for household size)

N/A

1.0%

Labor Productivity Growth

2.8%

1.8%

Bottom 90 Percent

66% → 68%

68% → 53%

Prime Age Male (25-54)

97% → 95%

95% → 88%

Prime Age Female (25-54)

35% → 52%

52% → 74%

Real Middle-Class Income Growth

Productivity Growth (annual rates)
Income Shares
Labor Force Participation Rate

Note: Income levels from the World Top Incomes Database are deflated with the CPI-U-RS price index, and income levels from the Congressional Budget Office (CBO) are deflated with the
personal consumption expenditures price index. Income shares are provided by the World Top Incomes Database, cited below, and median household income including benefits, transfers, and
taxes is provided by CBO. CBO median income is extended before 1979 and after 2010 with the growth rate of Census median income.
30
Source: World Top Incomes Database; Census Bureau; Congressional Budget Office; Bureau of Labor Statistics; Bureau of Economic Analysis; CEA calculations.

Sustained Growth in These Factors Would Have Doubled
Middle-Class Incomes

Counterfactual Scenarios for Productivity, Equality, & Participation
Thought
Experiment

Factor

Impact of Higher
Growth
Impact of Greater
Equality
Impact of Labor
Force Participation

Total Factor
Productivity Growth
Share of Income
Earned by Middle
Female Labor Force
Participation Rate

Combined Impact

All of the Above

Base Period

Percentage Impact
on 2013 Average
Income

Income Gain to 2013
Typical Household

1948-1973

58%

$30,000

1973

18%

$9,000

1948-1995

6%

$3,000

98%

$51,000

Note: These thought experiments are intended to demonstrate the importance of these three factors for middle-class incomes. They do not consider second-order effects or interactive effects.
The first thought experiment assumes that an increase in productivity is associated with an equal increase in the Census Bureau’s mean household income. The second thought experiment
uses the Census Bureau’s mean income of the middle quintile as a proxy for median income. The third thought experiment assumes that newly-participating women will have the same average
earnings as today’s working women, and halts the growth of female labor force participation when it reaches parity with male participation. The first and third thought experiments assume that
income gains are distributed proportionally such that mean and median incomes grow at the same rate. Dollar gains are calculated off a base of the Census Bureau’s median household income
in 2013. The fourth thought experiment compounds the effects of the first three.
31
Source: World Top Incomes Database; Census Bureau; Congressional Budget Office; Bureau of Labor Statistics, Current Population Survey; Bureau of Economic Analysis; CEA calculations.

Question 15

What does all of this mean for what the Federal
Reserve should do?

I do not comment on monetary policy. The Federal
Reserve is an independent agency.

32

Question 16

Then what can the Administration do about all of
this?

The President’s middle-class economics agenda aims
to strengthen growth and ensure that it is widely
shared.

33

Middle-Class Economics
Growing the Pie: Added Productivity Growth
•
•
•
•

Expanded Trade.
New Infrastructure Investment.
Business Tax Reform.
Balanced Deficit Reduction. A fiscal stance that allows for more investments in research and
education, including early childhood investments, can boost productivity.

Ensuring that More Share the Benefits of Growth
•
•
•
•

Minimum Wage Increase.
Expanding the Earned Income Tax Credit.
Skills Training to Build Careers.
Educational investments, from pre-kindergarten to college, can increase productivity and reduce
inequality.

Encouraging Labor Force Participation
•
•

Working-Families Policies. Child-care access, high-quality early childhood education, promoting
workplace flexibility, paid sick leave, and tax credits for secondary earners can all boost
participation.
Policies to Make Career Transitions Easier. Po-work unemployment insurance programs,
retraining opportunities, and reduced licensing barriers will help bring Americans into the labor
force.
34

Question 17

Wow, does this mean we really could make the
economy perfect?

35

Questions and Answers:
The Economic Recovery and the Path
Forward
d

Jason Furman
Chairman, Council of Economic Advisers

National Association for Business Economics
March 10, 2015