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Productivity Growth in the Advanced Economies:
The Past, the Present, and Lessons for the Future
s

Jason Furman
Chairman, Council of Economic Advisers

Peterson Institute for International Economics
July 9, 2015

Labor Productivity Data are Notoriously Volatile
U.S. Labor Productivity Growth, 1950-Present

Percent, Annual Rate
15

5-Year
Moving
Average

10

5

0
Quarterly
Growth

-5

-10
1950

1960

1970

1980

1990

Note: Data reflect quarterly releases of labor productivity for the nonfarm business sector. Shading denotes recession.
Source: Bureau of Labor Statistics.

2000

2015:Q1

2010
1

Three Periods of U.S. Productivity Growth
U.S. Labor Productivity Growth

15-Year Centered Moving Average of Annual Percentage Growth
3.5
1948–1973:
2.9 percent per year
3.0
1995–2014:
2.2 percent per year
2.5
2.0

15-year centered
moving average

1.5
1.0
1950

1973–1995:
1.5 percent per year
1960

1970

1980

1990

2000

2010

Note: This figure—and all subsequent references to U.S. labor productivity reported by the Bureau of Labor Statistics in these remarks—references real output per hour worked in the private
nonfarm business sector (excluding government enterprises). The dotted lines divide the last 60 years into three periods that broadly reflect three "episodes" in productivity growth for the
private nonfarm business sector.
2
Source: Bureau of Labor Statistics.

Three Periods of U.S. Productivity Growth
Labor Productivity Growth, 1950-2014

15-Year Centered Moving Average of Annual Percentage Growth
9
8
7

United States

6
5
4
3
2
1
0

1950

Source: Conference Board; CEA calculations.

1960

1970

1980

1990

2000

2010
3

Most G-7 Nations Have Seen Declining Productivity
Since the 1970s
Labor Productivity Growth, 1950-2014

15-Year Centered Moving Average of Annual Percentage Growth
9

France
Italy
United Kingdom
Canada
Japan
United States
Germany

8
7
6
5
4
3
2
1
0

1950

Source: Conference Board; CEA calculations.

1960

1970

1980

1990

2000

2010

4

All G-7 Economies Have Seen Slower Productivity Growth
in this Recovery
Labor Productivity Growth in the G-7

Percent Change, Annual Rate
5

4.5

4.0

4

1950-2007
2010-2014

3.5

3.2

3
2
1

2.5

2.2

1.9
1.1

0.8

0.7

0.6

0.4

0
-1

0.0
Canada Germany United
States

France

Japan

United
Kingdom

0.0
Italy

Note: For all nations except the United States, productivity growth rates are those reported in the Conference Board Total Economy database; for the United States, the Bureau of Labor
Statistics’ productivity series for the private nonfarm business sector is used.
Source: Conference Board; CEA calculations.

5

Most Historical Variation in U.S. Productivity Growth is
Accounted for by TFP
Sources of Productivity Growth Over Selected Periods

Percentage Points, Annual Rate
3.5
3.0

Total Factor Productivity
2.9

Capital Intensity

2.5
2.0

Labor Composition

2.2

2.2

1.1

1.2

0.9

0.9

1.9
1.5

1.5

0.4

1.0
0.5

0.9

0.8

0.0

0.2

0.2

0.3

0.2

1948-1973

1973-1995

1995-2014

1948-2014

Note: Displayed series are the contributions to labor productivity growth in the private nonfarm business sector.
Source: Bureau of Labor Statistics; CEA calculations.

6

But the Recent Slowdown is Mostly the Result of
Capital Deepening
Sources of Productivity Growth, 1948-2007 vs. 2010-2014

Percentage Points, Annual Rate
3.0
2.5
2.0
1.5

2.3
0.2
0.9

Capital
Intensity

1.0
0.5

Labor
Composition

1.2

Total Factor
Productivity

0.2

0.6

0.0
-0.5

0.7

-0.2

1948-2007

Note: Displayed series are the contributions to labor productivity growth in the private nonfarm business sector.
Source: Bureau of Labor Statistics; CEA calculations.

2010-2014
7

The Productivity Slowdowns in Canada, Germany, and Japan
Have Also Been Investment-Driven
b) Sources of Productivity Growth: Germany

a) Sources of Productivity Growth: Canada

Percentage Points, Annual Rate
2.5

Percentage Points, Annual Rate
1.5

2.1

1.2

2.0

0.6

0.5
0.6
0.0

0.7

0.9

1.0

1985-2007

Capital
Intensity
Total Factor
Productivity
& Labor
Composition

1.5

Capital
Intensity

0.3

1.0

0.6

2010-2013

0.5

0.0

c) Sources of Productivity Growth: Japan

1.4

1985-2007

1.0

0.1

Total Factor
Productivity
& Labor
Composition

0.9

2010-2013

Percentage Points, Annual Rate
3.0
2.5
2.0

2.5

1.3

1.5
1.0
0.5
0.0

1.2

Capital
Intensity
Total Factor
Productivity
& Labor
Composition

0.8
0.8

1985-2007

2010-2013

Note: Total labor productivity growth and total multifactor productivity growth (including labor composition changes) for the displayed nations are reported by the OECD. The contribution of
capital deepening is inferred as the difference between the two.
8
Source: Organisation for Economic Co-operation and Development.

But Lower TFP Growth Explains Most of the Slowdown in
France, Italy, and the United Kingdom
d) Sources of Productivity Growth: United Kingdom

e) Sources of Productivity Growth: France

Percentage Points, Annual Rate
2.5

Percentage Points, Annual Rate
2.5

2.2

2.0

0.8

Capital
Intensity

1.4

Total Factor
Productivity
& Labor
Composition

1.5
1.0
0.5
0.0

2.0

1.5

-0.1

1.0

-0.3

1985-2007

0.8

0.2
0.5

-0.5
-1.0

2.0

2010-2013

0.0

f) Sources of Productivity Growth: Italy

1.2

Capital
Intensity
Total Factor
Productivity
& Labor
Composition

0.8
0.4
0.4

1985-2007

2010-2013

Percentage Points, Annual Rate
1.5

1.2

1.0

0.7

0.5
0.6
0.0

Capital
Intensity
Total Factor
Productivity
& Labor
Composition

0.1
0.5

-0.3
-0.5

1985-2007
2010-2013
Note: Total labor productivity growth and total multifactor productivity growth (including labor composition changes) for the displayed nations are reported by the OECD. The contribution of
capital deepening is inferred as the difference between the two.
9
Source: Organisation for Economic Co-operation and Development.

Capital Deepening Has Slowed Across the G-7
Capital Deepening in the G-7

Percent Increase in Capital Intensity, Annual Rate
5.0
4.5
4.0

1985-2007
2010-2013

3.5
3.0
2.5
2.0
1.5
1.0
0.5
0.0

Canada

France Germany

Italy

Japan

United United
Kingdom States

Note: Capital intensity is defined as capital services per hours worked of all persons. Capital deepening is the percent increase in capital intensity.
Source: Organisation for Economic Co-operation and Development; CEA calculations.

10

Labor Productivity and TFP Usually Move Together,
but Diverged Around the Crisis
Labor Productivity and Major Components

Percent Change, Annual Rate (5-Year Centered Moving Average)
6
5

Labor
Productivity

4

Capital
Intensity

3
2
1
0

Total Factor
Productivity

-1
-2

1950

1960

1970

Note: Capital intensity is defined as capital services per hour worked.
Source: Bureau of Labor Statistics; CEA calculations.

1980

1990

2014

2000

2010
11

TFP is a Better Predictor of Future Productivity Growth
After Adjusting for Factor Utilization
Correlation of Five-Year Productivity Growth
with Prior Five Years' Growth in Potential Predictors

Correlation Coefficient
0.50
0.40

0.33

0.30
0.20

0.16

0.15

0.10

-0.17

0.00
-0.10
-0.20

Labor Productivity
Growth

Total Factor
Utilization-Adjusted
Productivity Growth
TFP Growth

Capital Deepening

Potential Predictors (5-Year Periods)

Note: The displayed correlation coefficients result from the comparison of a five-year moving average of labor productivity growth with a five-year lag of five-year moving averages of the
potential predictors. Accordingly, they reflect the ability of the predictors averaged from years t to t+4 to predict labor productivity growth from years t+5 to t+9.
Source: Bureau of Labor Statistics; Federal Reserve Bank of San Francisco; CEA calculations.

12

Trailing Averages of Productivity Growth are Better
Predictors When the Historical Window is Longer
Average Absolute Forecast Error from Using Trailing Average
Productivity Growth to Forecast the Next Five Years

Percentage Points
1.25
1.00

0.96
0.87

Labor Productivity
Total Factor Productivity
0.87

0.83
0.68

0.75

0.69

0.84
0.64

0.73
0.60

0.50

0.59

0.48

0.25
0.00

1

3

5

10

Trailing Average Horizon (years)

20

40

Note: This analysis follows the general methodology adopted in Goldman Sachs Research. 2014. “US Daily: Trend Productivity Growth: 2% Still Seems About Right (Mericle).” The displayed
values are the average absolute difference between trailing averages of growth in the given productivity series (for the given horizon) and averages of the next five years’ growth in the given
series, from 1988 to 2008. This is the longest period over which the calculation can be performed for a forty-year time horizon.
13
Source: Bureau of Labor Statistics; CEA calculations following Goldman Sachs (2014).

OECD: Firms at the Productivity Frontier Have Seen
Continued Robust Productivity Growth

Labor Productivity: Manufacturing Sector

Index (2001=0)
0.5

Index (2001=0)
0.5

Labor Productivity: Services Sector
2009

0.4

0.4
2009

0.3

Frontier firms
(3.5% per year)

All firms
(1.7% per year)

Frontier firms
(5.0% per year)

0.2

0.2

All firms
(0.3% per year)

0.1

0.1

0.0

0.3

Non-frontier firms
(0.5% per year)
2001

2002

2003

2004

2005

2006

2007

2008

0.0

2009

-0.1

Non-frontier firms
-(0.1% per year)
2001

2002

2003

2004

2005

2006

2007

2008

2009

Note: These figures are adapted from the OECD’s 2015 work The Future of Productivity. “Frontier firms” corresponds to the average labor productivity of the 100 globally most productive firms
in each 2-digit sector. “Non-frontier firms” is the average of all other firms. “All firms” is the sector total.
Source: Organisation for Economic Co-operation and Development. 2015. The Future of Productivity. Andrews, D., C. Criscuolo and P. Gal (2015). “Frontier firms, technology diffusion and public
14
policy: micro evidence from OECD countries,” OECD Mimeo.

Productivity Growth in the Advanced Economies:
The Past, the Present, and Lessons for the Future
s

Jason Furman
Chairman, Council of Economic Advisers

Peterson Institute for International Economics
July 9, 2015