For release 10:00 am (EDT) March 30, 2017 USDL-17-0375

Technical information: (202) 691-5606 • mfpweb@bls.gov • www.bls.gov/mfp

Media contact: (202) 691-5902 • PressOffice@bls.gov

(Note: The Bureau of Labor Statistics identified an error in the estimates of the contribution of intellectual 

property products (IPP) excluding research and development (R&D) to labor productivity and the contribution of 

capital services excluding information processing equipment (IPE) & IPP to labor productivity. This error affects 

Table B of Multifactor Productivity Trends – 2016. No other measures besides the measures listed above were 

affected by this error. The data in this release will not be corrected. For more information, please visit 

www.bls.gov/bls/errata/productivity-correction-11082017.htm.)

MULTIFACTOR PRODUCTIVITY TRENDS – 2016

Private nonfarm business sector multifactor productivity decreased at a 0.2-percent annual rate in 2016, the 

U.S. Bureau of Labor Statistics reported today. (See chart 1, table A.) This 2016 decline reflected a 1.7-percent 

increase in output and a 1.9-percent increase in the combined inputs of capital and labor. Capital services grew by 

2.4 percent and labor input–which is the combined effect of hours worked and labor composition–grew by 1.6 

percent. This was the first decline in multifactor productivity growth since 2009. (See table 1.)

Multifactor productivity is calculated by dividing an index of real output by an index of combined units of labor 

input and capital services. Multifactor productivity annual measures differ from BLS quarterly labor productivity 

(output per hour worked) measures because the former also includes the influences of capital services and shifts in 

the composition of the workforce. Measures for the most recent year of this release are preliminary estimates. See

the Technical Notes for additional information.

Private business sector multifactor productivity decreased at a 0.1-percent annual rate in 2016. A 1.8-percent 

increase in output and a 1.9-percent increase in the combined inputs of capital and labor resulted in the multifactor 

productivity decline in 2016. (See table 2, table A.)

Chart 1. Multifactor productivity, labor productivity, and output per unit of capital services in the private

nonfarm business sector for the 1987-2016 period. 

 Annual percent change

-6.0

-4.0

-2.0

0.0

2.0

4.0

6.0

1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012 2014 2016

Multifactor productivity Labor productivity Output per unit of capital services

Combined Press Releases

Beginning with this release, BLS will combine preliminary measures for the current reference year with more detailed 

data available for previous years. 
- 2 -

Trends in the private nonfarm business sector

Multifactor productivity in the private nonfarm business sector grew at an average annual percent rate of 0.9 percent 

from 1987 to 2016. For the 2007-2016 period, multifactor productivity grew 0.4 percent on average as combined inputs 

increased at an average annual rate of 1.0 percent and output increased at a 1.4 percent average annual rate. The increase 

in combined inputs reflected a 1.7-average annual percent increase in capital services along with an increase in labor 

input at an average annual rate of 0.7 percent. (See table A.)

In the 2007-2016 period, annual labor productivity decelerated to 1.2 percent at an annual average rate, as compared to 

the 2.7 rate in the 2000-2007 period. Annual labor productivity growth can be viewed as the sum of three components: 

multifactor productivity growth, the contribution of capital intensity, and the contribution of shifts in labor composition. 

Labor productivity growth in the 2007-2016 period slowed due to decelerations in multifactor productivity growth and 

the contribution of capital intensity which both reflect the lowest contributions to labor productivity growth observed in 

the 1987-2016 period as viewed over the sub periods of growth. (See chart 2) The contribution of capital intensity

amounted to 0.5 percentage point of the labor productivity growth, while the contribution of labor composition 

amounted to 0.3 percentage point of the labor productivity growth. Additionally, the average annual growth in 

multifactor productivity over the 2007-2016 period of 0.4 percent contributed roughly a third to the overall growth in 

labor productivity of 1.2 percent. Multifactor productivity growth decelerated by 1.0 percentage points from the 2000-

2007 business cycle and the contribution of capital intensity decelerated by a half of a percentage point. The 

contributions to labor composition slightly increased to 0.3 percent in the 2007-2016 period from the 2000-2007 period. 

(See chart 2, table B.) 

Chart 2. Contributions to labor productivity growth in the private nonfarm business sector, 

1987-2016 

 Percentage point

 

 Note: Multifactor productivity plus the contributions of capital intensity and labor composition may not sum to labor productvity due to 

 independent rounding. 

The deceleration of capital services since 2000 is largely due to a major deceleration in the growth of equipment and 

intellectual property products. Equipment continued to decelerate from the peak in the 1995-2000 period, when it 

grew at an 8.9 percent average annual rate to 2.0 percent in the more recent 2007-2015 period. Intellectual property 

products decelerated from a peak of 8.4 average annual percent change in the 1995-2000 period to 3.0 percent in 

2007-2015. (See chart 3, table C.)

0.8 0.6 0.6

1.2 1.0

0.5

0.3

0.2 0.5

0.2 0.2

0.3

0.9

0.6

0.5

1.4 1.4

0.4

0.0

0.5

1.0

1.5

2.0

2.5

3.0

1987-2016 1987-1990 1990-1995 1995-2000 2000-2007 2007-2016

Contribution of capital intensity Contribution of labor composition Multifactor productivity
- 3 -

Within equipment, computers decelerated from a 13.7 average annual percent rate of growth in the 2000-2007 period 

to 5.4 average annual percent in 2007-2015. (See chart 4, table C.) Within intellectual property products, software 

decelerated from a 7.5 average annual percent rate of growth in the 2000-2007 period to 3.3 percent in 2007-2015. 

(See chart 5, table C.)

Chart 3. Real capital services by asset type in the private nonfarm business sector, 1987- 2015

 Average annual growth rates

Chart 4. Types of capital equipment in the Chart 5. Types of intellectual property products

private nonfarm business sector, 1987- 2015 in the private nonfarm business sector, 1987-

 2015

 

 Average annual growth rates Average annual growth rates

3.6 4.1

8.9

4.5

2.0

2.8

1.9 2.1

1.2 0.9

8.0

6.6

8.4

4.9

3.0

2.2

1.4

2.5 1.7

0.3

0.0

1.0

2.0

3.0

4.0

5.0

6.0

7.0

8.0

9.0

10.0

1987 -1990 1990 -1995 1995 - 2000 2000 - 2007 2007 -2015

Equipment Structures Intellectual property products All other capital

0.0

5.0

10.0

15.0

20.0

25.0

30.0

35.0

40.0

45.0

Computers & related equipment

Communication equipment

Other information processing equipment

All other equipment

0.0

2.0

4.0

6.0

8.0

10.0

12.0

14.0

16.0

18.0

20.0

R&D Software Artistic Originals
- 4 -

Revisions

In 2015, multifactor productivity growth rates in the private nonfarm business sector were revised up from 0.2 percent to 

0.6 percent in 2015, due to a revision in output. In 2014, multifactor productivity measures in the private nonfarm 

business sector were unchanged. (See table D.)

Table A. Productivity, output, and inputs in the private nonfarm business and private business sectors for

selected periods, 1987-2016

Average annual growth rates

1987-

2016

1987-

1990

1990-

1995

1995-

2000

2000-

2007

2007-

2016

2014-

2015

2015-

2016

Private nonfarm business1

Productivity

Multifactor Productivity2 0.9 0.6 0.5 1.4 1.4 0.4 0.6 -0.2

Labor productivity3 1.9 1.5 1.6 2.8 2.7 1.2 0.9 0.2

Output per unit of capital -0.4 -0.5 -0.4 -0.8 -0.4 -0.2 0.6 -0.6

Output 2.8 3.2 3.0 5.0 2.8 1.4 3.2 1.7

Combined inputs4 1.9 2.6 2.4 3.6 1.4 1.0 2.5 1.9

 Labor Input5 1.3 2.1 2.0 2.5 0.5 0.7 2.6 1.6

 Hours 0.9 1.7 1.3 2.2 0.1 0.3 2.2 1.5

 Labor composition6 0.4 0.3 0.7 0.3 0.4 0.4 0.4 0.1

 Capital services 3.3 3.7 3.3 5.9 3.2 1.7 2.5 2.4

Analytic ratio

 Capital intensity7 2.4 2.0 2.0 3.6 3.1 1.4 0.3 0.8

Private business1

Productivity

Multifactor Productivity2 0.9 0.7 0.5 1.6 1.5 0.4 0.5 -0.1

Labor productivity3 2.0 1.6 1.5 3.0 2.7 1.2 0.8 0.3

Output per unit of capital -0.3 -0.4 -0.2 -0.6 -0.4 -0.2 0.7 -0.5

Output 2.8 3.2 2.9 5.1 2.8 1.5 3.2 1.8

 Combined inputs4 1.9 2.5 2.4 3.4 1.3 1.0 2.6 1.9

 Labor Input5 1.3 1.9 2.0 2.3 0.4 0.7 2.7 1.6

 Hours 0.8 1.6 1.4 2.0 0.1 0.3 2.3 1.5

 Labor composition6 0.4 0.3 0.7 0.3 0.4 0.4 0.4 0.1

 Capital services 3.2 3.7 3.2 5.7 3.2 1.6 2.4 2.3

Analytic ratio

Capital intensity7 2.3 2.1 1.8 3.6 3.1 1.3 0.0 0.8

1 Excludes government enterprises.

2 Output per combined units of labor input and capital services.

3 Output per hour worked.

4 The growth rate of each input is weighted by its share of current dollar costs.

5 Hours worked by age, education, and gender group are weighted by each group’s share of the total wage bill.

6 Ratio of labor input to hours.

7 Capital services per hour.
- 5 -

Table B. Labor productivity and the contributions of capital intensity, labor composition, and multifactor

productivity to labor productivity in the private nonfarm business and private business sectors for selected

periods, 1987-2016

Average annual growth rates

1987-

2015

1987-

2016*

1987-

1990

1990-

1995

1995-

2000

2000-

2007

2007-

2015

2007-

2016*

2014-

2015

2015-

2016*

Private nonfarm business1

Labor productivity2 2.0 1.9 1.5 1.6 2.8 2.7 1.3 1.2 0.9 0.2

Contribution of capital intensity3 0.8 0.8 0.6 0.6 1.2 1.0 0.5 0.5 0.1 0.3

Contribution of information

processing equipment (IPE)4 0.3 NA 0.3 0.3 0.6 0.3 0.1 NA 0.0 NA

Contribution of research and 

development (R&D)5 0.1 NA 0.1 0.1 0.1 0.1 0.1 NA 0.0 NA

Contribution of intellectual

property products (IPP) 

excluding R&D6 0.2 NA 0.2 0.4 0.4 -0.1 0.1 NA 0.1 NA

Contribution of capital

services excluding IPP & IPE 0.2 NA 0.0 -0.1 0.1 0.7 0.2 NA 0.0 NA

Contribution of labor composition7 0.3 0.3 0.2 0.5 0.2 0.2 0.3 0.3 0.2 0.1

Multifactor productivity8 0.9 0.9 0.6 0.5 1.4 1.4 0.5 0.4 0.6 -0.2

Contribution of R&D to

multifactor productivity 0.2 NA 0.2 0.2 0.2 0.2 0.1 NA 0.1 NA

Private business1

Labor productivity2 2.0 2.0 1.6 1.5 3.0 2.7 1.3 1.2 0.8 0.3

Contribution of capital intensity3 0.8 0.8 0.7 0.6 1.2 1.0 0.5 0.5 0.0 0.3

Contribution of information

processing equipment (IPE)4 0.3 NA 0.3 0.3 0.6 0.3 0.1 NA 0.0 NA

Contribution of research and 

development (R&D)5 0.1 NA 0.1 0.1 0.1 0.1 0.1 NA 0.0 NA

Contribution of intellectual

property products (IPP) 

excluding R&D6 0.2 NA 0.2 0.4 0.4 -0.1 0.1 NA 0.1 NA

Contribution of capital

services excluding IPE & IPP 0.2 NA 0.1 -0.1 0.1 0.7 0.2 NA -0.1 NA

Contribution of labor composition7 0.3 0.3 0.2 0.5 0.2 0.2 0.3 0.3 0.2 0.1

Multifactor productivity8 1.0 0.9 0.7 0.5 1.6 1.5 0.5 0.4 0.5 -0.1 1 Excludes government enterprises.

2 Output per hour worked.

3 Capital services per hour multiplied by capital's share of current dollar costs.

4 Information processing equipment per hour multiplied by its share of current dollar costs.

5 Research and development per hour multiplied by its share of current dollar costs.

6 Software and artistic originals per hour multiplied by their share of current dollar costs.

7 Labor composition multiplied by labor's share of current dollar costs.

8 Output per combined units of labor input and capital services.

* NA identifies where data for the most recent year are not available.

Note: Multifactor productivity plus contribution of capital intensity and labor composition may not sum to labor productivity due to independent 

rounding. Contributions of the components of capital intensity may not sum to the total contribution of capital intensity due to independent rounding.
- 6 -

Table C. Real capital services by asset type in the private nonfarm business and private business sectors for

selected periods, 1987-2015

Average annual growth rates

1987-

2015

1987-

1990

1990-

1995

1995-

2000

2000-

2007

2007-

2015

2014-

2015

Private nonfarm business1

All assets 3.3 3.7 3.3 5.9 3.2 1.6 2.5

 Equipment 4.4 3.6 4.1 8.9 4.5 2.0 3.3

 Information processing equipment (IPE) 8.9 8.8 8.1 18.4 8.6 3.9 2.6

 Computers & related equipment 16.5 18.7 15.8 40.7 13.7 5.4 1.4

 Communication equipment 6.9 5.7 5.2 10.9 8.5 4.6 3.6

 Other IPE 2.7 2.6 3.7 3.4 2.6 1.6 2.5

 All other equipment 2.4 1.3 2.1 4.6 2.7 1.2 3.5

 Structures 1.6 2.8 1.9 2.1 1.2 0.9 1.3

 Intellectual property products (IPP) 5.6 8.0 6.6 8.4 4.9 3.0 3.8

 Research and development 3.8 5.6 4.2 4.6 2.9 3.1 3.2

 Software 10.0 17.8 13.5 17.0 7.5 3.3 5.1

 Artistic originals 3.3 3.9 3.6 4.1 3.6 2.2 2.1

 Residential rental capital 1.2 1.9 0.9 1.8 2.2 -0.2 0.2

 Inventories 2.6 3.4 2.3 4.4 2.3 1.6 4.4

 Land 0.8 1.7 1.2 1.3 0.6 -0.1 1.3

Private business1

All assets 3.2 3.7 3.2 5.7 3.2 1.6 2.4

 Equipment 4.3 3.3 3.8 8.8 4.5 2.1 3.3

 Information processing equipment (IPE) 8.9 8.8 8.1 18.4 8.6 4.0 2.7

 Computers & related equipment 16.5 18.7 15.8 40.7 13.7 5.4 1.4

 Communication equipment 6.9 5.7 5.3 10.9 8.5 4.6 3.6

 Other IPE 2.8 2.6 3.8 3.5 2.7 2.0 2.8

 All other equipment 2.3 1.0 1.9 4.5 2.7 1.3 3.5

 Structures 1.6 2.7 1.9 2.1 1.2 0.9 1.3

 Intellectual property products (IPP) 5.6 8.0 6.6 8.4 4.9 3.0 3.8

 Research and development 3.8 5.6 4.2 4.6 2.9 3.1 3.2

 Software 10.0 17.8 13.5 17.0 7.5 3.3 5.1

 Artistic originals 3.3 3.9 3.6 4.1 3.6 2.2 2.1

 Residential rental capital 1.2 1.9 0.9 1.8 2.2 -0.2 0.2

 Inventories 2.4 3.0 2.3 4.2 2.2 1.4 4.3

 Land 0.7 3.3 1.0 0.9 0.6 -0.4 0.2

1 Excludes government enterprises.

Note: Real capital services by asset type are not available for the most recent reference year. For a brief discussion of methods used in preparing these

data see the Technical Notes in this release.
- 7 -

Table D. Previous and revised multifactor productivity and related measures for the 2013-2014 and 2014-2015 period

Annual percent change from previous year

 

 1 Output per combined units of hours, capital services, energy, materials, and purchased business services.

 2 The growth rate of each input is weighted by its share of current dollar costs.

 3 Hours worked by age, education, and gender group, weighted by each group’s share of total wages.

Sector

Multifactor 

productivity1

Real valueadded 

output

Inputs

Combined 

inputs2 Labor3

Capital 

services

Annual percent change, 2014-2015

Private nonfarm business

Previous 0.2 2.8 2.6 2.6 2.6

Revised 0.6 3.2 2.5 2.6 2.5

Private business 

Previous 0.2 2.9 2.7 2.8 2.6

Revised 0.5 3.2 2.6 2.7 2.4

Annual percent change, 2013-2014

Private nonfarm business

Previous 0.7 3.1 2.4 2.5 2.1

Revised 0.7 3.1 2.4 2.5 2.2

Private business

Previous 0.7 3.1 2.4 2.6 2.0

Revised 0.6 3.0 2.4 2.6 2.1
- 8 -

Technical Notes

Capital Services 

Capital services are the services derived from the stock of physical assets and intellectual property 

assets. There are 90 asset types for fixed business equipment, structures, inventories, land, and 

intellectual property products. Data on investment for fixed assets are obtained from the Bureau of 

Economic Analysis (BEA). Data on inventories are estimated using information from BEA and the 

Internal Revenue Service (IRS) Corporation Income Returns. Data for land in the farm sector are 

obtained from the U.S. Department of Agriculture (USDA). Nonfarm industry detail for land is based 

on IRS book value data. Current-dollar value-added data, obtained from BEA, are used in estimating 

capital rental prices.

BLS provides additional detail in table C on information processing equipment and intellectual 

property products. Information processing equipment is composed of three broad classes of assets: 

computers and related equipment, communications equipment, and other information processing 

equipment. Computers and related equipment includes mainframe computers, personal computers, 

printers, terminals, tape drives, storage devices, and integrated systems. Communications equipment is 

not further differentiated. Other information processing equipment includes medical equipment and 

related instruments, electromedical instruments, nonmedical instruments, photocopying and related 

equipment, and office and accounting machinery. Intellectual property products are composed of three 

broad classes of assets: software, research and development, and artistic originals. Software is 

comprised of pre-packaged, custom, and own-account software. Research and development is creative 

work undertaken to increase the stock of knowledge for the purpose of discovering or developing new 

products or improving existing ones. Artistic originals include theatrical movies, long-lived television 

programs, books, music, and other forms of entertainment. Structures include nonresidential structures 

and residential capital that are rented out by profit-making firms or persons.

Financial assets are excluded from capital services measures, as are owner-occupied residential 

structures. The aggregate capital services measures are obtained by Tornqvist aggregation of the 

capital stocks for each asset type within each of 60 NAICS industry groupings using estimated rental 

prices for each asset type. Each rental price reflects the nominal rate of return to all assets within the 

industry and rates of economic depreciation and revaluation for the specific asset; rental prices are 

adjusted for the effects of taxes. Current-dollar capital costs can be defined as each asset’s rental price 

multiplied by its constant-dollar stock, adjusting for capital composition effects. 

Capital services measures constructed for the most recent year are preliminary and are based on less 

detail than the rest of the series. These measures consist of 6 asset types as opposed to the 90 asset types 

for fixed business equipment, structures, inventories, land, and intellectual property products included in 

estimates for all previous years. The assets included in the most recent year are structures, fixed business 

equipment, intellectual property products, inventories, rental residences, and land. Investments, 

depreciation, and capital income are estimated for each of these six aggregates. Capital services are 

calculated by a chained superlative Tornqvist index combining stocks of the six asset categories, 

weighted by capital income shares. See the June 2005 Monthly Labor Review article, “Preliminary 

estimates of multifactor productivity growth” located at www.bls.gov/opub/mlr/2005/06/art3full.pdf.
- 9 -

Labor Input

Labor input in private business and private nonfarm business is obtained by a chained superlative 

Tornqvist aggregation of the hours worked, classified by age, education, and gender with weights 

determined by each group’s share of the total wage bill. Hours paid of employees are largely obtained 

from the Current Employment Statistics (CES) program. Weekly paid hours are adjusted to hours 

worked using data from the National Compensation Survey (NCS) for 2001 forward and data from the 

BLS Hours at Work survey, conducted for this purpose, for earlier years. Hours worked for 

nonproduction and supervisory workers are derived using data from the Current Population Survey 

(CPS), CES, and NCS. The hours worked of proprietors, unpaid family workers, and farm employees 

are derived from the CPS. Hours worked data reflect estimates in the February 2, 2017 “Productivity 

and Costs” news release (USDL-17-0140).

The estimates of 2016 hours worked for the private nonfarm business and private business sectors are 

extrapolated from the hours worked reported in the nonfarm business and business sectors, 

respectively, in the February 2, 2017 “Productivity and Costs” news release (USDL-17-0140). The 

growth rate of labor composition is defined as the difference between the growth rate of weighted labor 

input and the growth rate of the hours of all persons. 

Additional information concerning data sources and methods of measuring labor composition can be 

found in “Changes in the Composition of Labor for BLS Multifactor Productivity Measures, 2014” 

(www.bls.gov/mfp/mprlabor.pdf).

Combined Inputs

Labor input and capital services are combined using chained superlative Tornqvist aggregation, applying 

weights that represent each component's average share of total costs. The chained superlative Tornqvist 

index uses changing weights; the share in each year is averaged with the preceding year's share. Total 

costs are defined as the value of output less a portion of taxes on production and imports. Most taxes on 

production and imports, such as excise taxes, are excluded from costs; however, property and motor 

vehicle taxes remain in total costs.

Capital Intensity

Capital intensity is the ratio of capital services to hours worked in the production process. The higher the 

capital to hours ratio, the more capital intensive the production process becomes. 

In a production process, profit-maximizing/cost-minimizing firms adjust the factor proportions of capital 

and labor when the price of one factor is less than the other factor; there is a tendency for the firms to 

substitute the less expensive factor for the more expensive one. In the short run, changes in hours 

worked are more variable than changes in capital services. Changes in hours worked in business cycles 

can result in volatility of the capital intensity ratio over short periods of time. In the long run an increase 

in wages relative to the price of capital will induce the firm to substitute capital for labor, resulting in an 

increase in capital intensity.

Rising labor costs are, in fact, an incentive for firms to introduce automated production processes. 

Industry estimates of capital to hours ratios can be obtained at www.bls.gov/mfp/mprdload.htm.
- 10 -

Value-Added Output

Private business sector output is a chain-type, current-weighted index constructed after excluding from 

gross domestic product (GDP) the following outputs: general government, nonprofit institutions, private 

households (including owner-occupied housing), and government enterprises. This release presents data 

for the private business and private nonfarm business sectors. The private business sector accounted for 

approximately 75 percent of GDP in 2015. Additionally, the private nonfarm business sector excludes 

farms from the private business sector, but includes agricultural services. Multifactor productivity

measures exclude government enterprises, while the BLS quarterly Productivity and Costs series include 

them.

The output measures are based on the National Income and Product Accounts (NIPA) data released by 

BEA on January 27, 2017. The estimates of 2016 output for the private nonfarm business and private 

business sectors are extrapolated from the output reported in the nonfarm business and business sectors, 

respectively, in the February 2, 2017 “Productivity and Costs” news release (USDL-17-0140). 

Multifactor Productivity

Multifactor productivity measures describe the relationship between output in real terms and the inputs 

involved in its production. They do not measure the specific contributions of labor or capital, or any 

other factor of production. Rather, multifactor productivity is designed to measure the joint influences of 

technological change, efficiency improvements, returns to scale, reallocation of resources, and other 

factors on economic growth, allowing for the effects of capital and labor. 

The multifactor productivity indexes for private business and private nonfarm business are derived by 

dividing an output index by an index of combined inputs of capital services and labor input. The output 

indexes are computed as chained superlative indexes (Fisher Ideal indexes) of components of real 

output.

Research and Development

The stock of research and development in private nonfarm business is derived by aggregating different 

vintages of constant dollar measures of research and development expenditures and allowing for 

depreciation. Current dollar expenditures for privately financed research and development are obtained 

from annual issues of Research and Development in Industry published by the National Science 

Foundation. BLS develops price deflators and estimates of the rate of depreciation.

The research and development data in the private nonfarm business sector presented here show the 

effect of spillovers from economic units that conduct research and development. BEA publishes 

measures of research and development investments in each industry that include estimates of the direct

returns to firms conducting such research and development activities. By combining the direct returns 

to firms conducting research and development with the spillover effect of other firms, a picture of the 

total overall effects of research and development can be drawn.

Further description of these data and methods can be found in BLS Bulletin 2331 (September 1989), 

"The Impact of Research and Development on Productivity Growth" at 

www.bls.gov/mfp/mfparchive.htm. BLS measures of year-to-year contributions of research and 

development to the private nonfarm business sector and measures of the stock of research and 

development are available at www.bls.gov/mfp/rdtable.pdf.
- 11 -

Other Information

Comprehensive tables containing additional data beyond the scope of this press release are available 

upon request at (202) 691-5606 or at www.bls.gov/mfp/mprdload.htm. More detailed information on 

methods, limitations, and data sources of capital and labor are provided in BLS Bulletin 2178 

(September 1983), “Trends in Multifactor Productivity, 1948-81” (www.bls.gov/mfp/mfparchive.htm)

and on the BLS Multifactor Productivity website under the title “Technical Information About the BLS 

Multifactor Productivity Measures for Major Sectors and 18 NAICS 3-digit Manufacturing Industries”

(www.bls.gov/mfp/mprtech.pdf). General information is available on the BLS website at 

www.bls.gov/mfp/mprover.htm. Additional data not contained in the release can be obtained at 

www.bls.gov/mfp. Comprehensive tables can be downloaded at www.bls.gov/mfp/mprdload.htm, 

including data that links 1948-87 SIC data to NAICS data from 1987 forward. This file includes data for 

the private business and private nonfarm business sector. 
- 12 -

Table 1. Private nonfarm business sector: productivity and related measures for the 1987-20161 period

Annual percent change from previous year

Productivity Inputs

Year

Labor

productivity2

Output 

per unit 

of 

capital

services

Multifactor 

Productivity3

Valueadded

output4 Labor5

Capital

Services6

Combined 

units of 

labor and 

capital

services7

Capital 

Intensity8

1988 1.7 0.8 1.2 4.6 3.2 3.8 3.4 0.9

1989 0.9 -0.2 0.2 3.7 3.2 3.9 3.4 1.1

1990 2.0 -1.9 0.5 1.5 -0.2 3.4 1.0 3.9

1991 2.0 -3.3 -0.4 -0.5 -1.5 2.9 -0.1 5.5

1992 4.2 1.5 3.1 4.0 0.1 2.5 0.9 2.7

1993 0.2 0.0 -0.4 3.2 3.7 3.2 3.6 0.2

1994 1.0 1.0 0.5 4.6 4.3 3.6 4.1 0.0

1995 0.8 -0.8 -0.2 3.6 3.5 4.4 3.8 1.6

1996 2.7 -0.2 1.5 4.6 2.1 4.8 3.0 2.9

1997 1.6 -0.3 0.9 5.2 3.7 5.5 4.3 1.9

1998 3.1 -0.8 1.4 5.3 2.8 6.2 3.9 3.9

1999 3.3 -0.9 1.7 5.6 2.6 6.5 3.8 4.2

2000 3.3 -1.9 1.6 4.4 1.1 6.4 2.8 5.3

2001 3.0 -3.7 0.5 0.9 -1.6 4.7 0.3 6.9

2002 4.4 -1.4 2.2 1.8 -2.0 3.2 -0.4 5.9

2003 3.7 0.5 2.3 3.2 -0.1 2.6 0.8 3.2

2004 3.1 2.0 2.6 4.5 1.6 2.5 1.9 1.1

2005 2.1 0.7 1.5 3.8 1.8 3.1 2.3 1.3

2006 1.0 -0.2 0.4 3.3 2.6 3.5 2.9 1.2

2007 1.7 -0.7 0.5 2.4 1.2 3.1 1.9 2.4

2008 0.7 -3.8 -1.3 -1.3 -1.4 2.6 0.0 4.7

2009 3.3 -4.9 -0.4 -4.1 -6.2 0.8 -3.7 8.6

2010 3.3 2.8 2.9 3.2 0.3 0.4 0.3 0.4

2011 0.1 1.2 0.3 2.2 2.4 1.0 1.9 -1.1

2012 0.8 1.8 0.9 3.1 2.8 1.4 2.3 -0.9

2013 0.3 0.2 0.2 2.1 1.8 1.9 1.8 0.1

2014 0.8 0.9 0.7 3.1 2.5 2.2 2.4 -0.1

2015 0.9 0.6 0.6 3.2 2.6 2.5 2.5 0.3

2016 0.2 -0.6 -0.2 1.7 1.6 2.4 1.9 0.8

 See footnotes following table 4. Source: Bureau of Labor Statistics
- 13 -

Table 2. Private business sector: productivity and related measures for the 1987-20161 period

Annual percent change from previous year

Productivity Inputs

Year

Labor

productivity2

Output 

per unit 

of 

capital

services

Multifactor 

Productivity3

Valueadded 

output4 Labor5

Capital

Services6

Combined 

units of 

labor and 

capital

services7

Capital 

Intensity8

1988 1.5 0.4 1.0 4.3 3.1 3.9 3.3 1.1

1989 1.1 0.0 0.5 3.8 3.1 3.9 3.4 1.2

1990 2.3 -1.6 0.8 1.6 -0.4 3.3 0.8 3.9

1991 1.9 -3.2 -0.4 -0.5 -1.5 2.8 -0.1 5.3

1992 4.4 1.8 3.4 4.2 0.1 2.4 0.8 2.6

1993 0.2 -0.1 -0.4 2.9 3.5 3.0 3.4 0.3

1994 0.8 1.3 0.5 4.9 4.7 3.5 4.3 -0.4

1995 0.4 -0.9 -0.5 3.2 3.5 4.2 3.7 1.4

1996 3.0 0.1 1.8 4.7 2.0 4.6 2.9 2.9

1997 1.8 0.0 1.1 5.3 3.6 5.3 4.2 1.8

1998 3.1 -0.8 1.4 5.2 2.6 6.0 3.7 3.9

1999 3.5 -0.7 1.9 5.6 2.4 6.3 3.6 4.2

2000 3.4 -1.6 1.7 4.5 1.1 6.2 2.7 5.1

2001 3.0 -3.6 0.5 0.8 -1.7 4.6 0.2 6.9

2002 4.4 -1.2 2.2 1.8 -1.9 3.0 -0.4 5.6

2003 3.9 0.7 2.5 3.2 -0.2 2.5 0.7 3.1

2004 3.2 2.0 2.6 4.5 1.5 2.5 1.8 1.2

2005 2.1 0.7 1.5 3.8 1.8 3.2 2.3 1.4

2006 1.0 -0.3 0.4 3.2 2.4 3.5 2.8 1.3

2007 1.6 -0.7 0.4 2.2 1.1 2.9 1.8 2.3

2008 0.8 -3.4 -1.2 -1.2 -1.3 2.3 0.0 4.4

2009 3.5 -4.5 -0.2 -3.9 -6.1 0.7 -3.7 8.4

2010 3.3 2.8 2.9 3.2 0.3 0.4 0.3 0.5

2011 0.0 1.0 0.2 2.1 2.4 1.1 1.9 -1.0

2012 0.6 1.4 0.6 2.9 2.8 1.5 2.3 -0.8

2013 0.7 0.4 0.5 2.3 1.7 1.9 1.8 0.3

2014 0.6 0.9 0.6 3.0 2.6 2.1 2.4 -0.2

2015 0.8 0.7 0.5 3.2 2.7 2.4 2.6 0.0

2016 0.3 -0.5 -0.1 1.8 1.6 2.3 1.9 0.8

 See footnotes following table 4. Source: Bureau of Labor Statistics
- 14 -

Table 3. Private nonfarm business sector: indexes of productivity and related measures, 1987-20161

Indexes 2009=100

Productivity Inputs

Year

Labor

productivity2

Output 

per unit 

of 

capital

services

Multifactor 

Productivity3

Valueadded

output4 Labor5

Capital

Services6

Combined 

units of 

labor and 

capital

services7

Capital 

Intensity8

1987 61.2 120.7 82.0 53.4 78.9 44.3 65.2 50.7

1988 62.3 121.6 83.0 55.9 81.4 45.9 67.4 51.2

1989 62.8 121.3 83.1 57.9 84.0 47.7 69.7 51.8

1990 64.1 119.1 83.6 58.8 83.8 49.4 70.4 53.8

1991 65.3 115.1 83.3 58.5 82.6 50.8 70.3 56.8

1992 68.1 116.8 85.9 60.9 82.7 52.1 70.9 58.3

1993 68.2 116.8 85.6 62.8 85.7 53.8 73.4 58.4

1994 68.9 117.9 86.0 65.7 89.4 55.7 76.4 58.4

1995 69.4 117.0 85.8 68.1 92.6 58.2 79.3 59.3

1996 71.3 116.7 87.1 71.2 94.5 61.0 81.7 61.1

1997 72.5 116.4 87.9 74.9 98.1 64.3 85.2 62.2

1998 74.7 115.5 89.1 78.9 100.8 68.3 88.5 64.6

1999 77.1 114.5 90.7 83.3 103.4 72.8 91.9 67.3

2000 79.7 112.3 92.1 87.0 104.6 77.4 94.4 70.9

2001 82.1 108.2 92.6 87.7 102.9 81.1 94.8 75.8

2002 85.7 106.7 94.6 89.3 100.8 83.7 94.4 80.3

2003 88.9 107.2 96.8 92.1 100.8 85.9 95.1 82.9

2004 91.6 109.4 99.3 96.2 102.3 88.0 96.9 83.8

2005 93.5 110.1 100.8 99.9 104.2 90.7 99.1 84.9

2006 94.4 109.9 101.2 103.2 106.8 93.9 102.0 85.9

2007 96.0 109.2 101.7 105.6 108.1 96.7 103.8 87.9

2008 96.8 105.1 100.4 104.3 106.6 99.2 103.9 92.1

2009 100.0 100.0 100.0 100.0 100.0 100.0 100.0 100.0

2010 103.3 102.8 102.9 103.2 100.3 100.4 100.3 100.4

2011 103.4 104.0 103.2 105.5 102.7 101.4 102.2 99.4

2012 104.3 105.9 104.1 108.8 105.6 102.8 104.5 98.5

2013 104.6 106.1 104.3 111.1 107.5 104.7 106.5 98.6

2014 105.4 107.0 105.1 114.5 110.2 107.0 109.0 98.5

2015 106.4 107.7 105.7 118.1 113.1 109.7 111.8 98.8

2016 106.6 107.0 105.5 120.2 114.9 112.3 113.9 99.6

See footnotes following table 4. Source: Bureau of Labor Statistics
- 15 -

Table 4. Private business sector: indexes of productivity and related measures, 1987-20161

Indexes 2009=100

Productivity Inputs

Year

Labor

productivity2

Output 

per unit 

of 

capital

services

Multifactor 

Productivity3

Valueadded

output4 Labor5

Capital

Services6

Combined 

units of 

labor and 

capital

services7

Capital 

Intensity8

1987 60.4 117.4 80.8 53.4 79.8 45.4 66.0 51.5

1988 61.4 117.9 81.6 55.6 82.2 47.2 68.2 52.0

1989 62.1 117.9 82.0 57.8 84.7 49.0 70.5 52.7

1990 63.5 116.0 82.6 58.7 84.4 50.6 71.1 54.7

1991 64.7 112.3 82.3 58.4 83.2 52.0 71.0 57.6

1992 67.6 114.4 85.0 60.9 83.3 53.2 71.6 59.1

1993 67.7 114.2 84.7 62.7 86.2 54.9 74.0 59.3

1994 68.3 115.7 85.1 65.7 90.2 56.8 77.2 59.0

1995 68.5 114.6 84.7 67.8 93.4 59.2 80.1 59.8

1996 70.6 114.7 86.2 71.0 95.2 61.9 82.3 61.5

1997 71.9 114.7 87.2 74.8 98.6 65.2 85.8 62.7

1998 74.2 113.9 88.5 78.7 101.2 69.1 89.0 65.1

1999 76.7 113.1 90.1 83.1 103.6 73.5 92.2 67.9

2000 79.4 111.3 91.7 86.8 104.8 78.0 94.7 71.3

2001 81.8 107.2 92.2 87.5 103.0 81.6 94.9 76.3

2002 85.4 105.9 94.2 89.1 101.0 84.1 94.6 80.6

2003 88.7 106.7 96.5 91.9 100.8 86.2 95.3 83.1

2004 91.5 108.8 99.1 96.1 102.4 88.3 97.0 84.1

2005 93.4 109.5 100.6 99.8 104.2 91.1 99.2 85.3

2006 94.4 109.3 101.0 103.1 106.8 94.3 102.0 86.4

2007 95.9 108.5 101.4 105.3 107.9 97.1 103.8 88.4

2008 96.7 104.8 100.2 104.1 106.5 99.3 103.8 92.3

2009 100.0 100.0 100.0 100.0 100.0 100.0 100.0 100.0

2010 103.3 102.8 102.9 103.2 100.3 100.4 100.3 100.5

2011 103.3 103.8 103.1 105.4 102.7 101.5 102.2 99.5

2012 103.9 105.3 103.7 108.5 105.5 103.0 104.6 98.7

2013 104.7 105.7 104.3 111.0 107.3 105.0 106.4 99.0

2014 105.3 106.6 104.9 114.3 110.1 107.2 109.0 98.8

2015 106.2 107.4 105.5 118.0 113.1 109.8 111.8 98.8

2016 106.5 106.9 105.4 120.1 114.9 112.4 113.9 99.6

See footnotes following table 4. Source: Bureau of Labor Statistics
- 16 -

Footnotes, Tables 1-4

Source: The Bureau of Labor Statistics (BLS) develops productivity measures using output and compensation 

data published by the Bureau of Economic Analysis (BEA), hours data published by other BLS programs, and 

capital data supplied by BEA and U.S. Department of Agriculture. Also see Technical Notes in this release.

(1) The private business sector covers gross domestic product with the exception of the output of general 

government, government enterprises, non-profit institutions, the rental value of owner-occupied real 

estate, and the output of paid employees of private households. The private nonfarm business sector 

further excludes farms but includes agricultural services.

(2) Output per hour worked.

(3) Output per combined units of labor input and capital services.

(4) Gross domestic product originating in the sector, chained superlative index.

(5) Index of hours worked of all persons including employees, proprietors, and unpaid family workers, 

classified by age, education, and gender. This chained superlative index is computed by combining 

changes in the hours of each age, education, and gender group weighted by each group’s share of total 

wages. 

(6) A measure of the flow of capital services used in the sector. Capital services measure the services derived 

from the stock of physical assets and intellectual property products.

(7) The growth rates of labor input and capital services are combined by weighting with their respective

shares of current dollar costs as weights, and aggregating into a chained superlative index.

(8) Capital services per hour.