For release 10:00 a.m. (EDT) Wednesday, June 19, 2013 USDL-13-1177

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

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

MULTIFACTOR PRODUCTIVITY TRENDS IN MANUFACTURING - 2011

Manufacturing sector multifactor productivity increased at a 0.8 percent annual rate in 2011, the U.S. Bureau 

of Labor Statistics reported today. This increase was considerably smaller than the 4.5 percent gain in 2010, the 

largest gain in the series which began in 1987. The multifactor productivity gain in 2011 reflected a 3.1 percent 

increase in output and a 2.3 percent increase in combined inputs. (See table A.) 

Multifactor productivity measures the change in output per unit of combined inputs. Multifactor productivity in 

manufacturing is designed to measure the joint influences on economic growth of technological change, 

efficiency improvements, returns to scale, reallocation of resources, and other factors, allowing for the effects of 

capital, labor and intermediate inputs (energy, materials, purchased business services). Multifactor productivity 

measures differ from labor productivity (output per hour worked) measures that are published quarterly by BLS 

because multifactor productivity measures include information on capital services and intermediate inputs. Also, 

data needed to construct multifactor productivity are not available on a quarterly basis. 

Durable manufacturing sector multifactor productivity increased 1.9 percent in 2011, following a 6.8 percent 

increase in 2010. Nondurable manufacturing sector multifactor productivity declined 0.3 percent in 2011, 

following a 2.1 percent increase in 2010. (See table C, table 3.) 

Chart 1. Multifactor productivity for the manufacturing, durable manufacturing, and nondurable 

manufacturing sectors, 2000-2011 

 

-6.0

-4.0

-2.0

0.0

2.0

4.0

6.0

8.0

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011

Manufacturing Durable manufacturing Nondurable manufacturing

Annual percent change
- 2 - 

Historical trends in manufacturing 

Multifactor productivity in manufacturing grew 1.3 percent annually from 1987 to 2011 with sectoral output 

increasing at an annual rate of 1.7 percent, faster than the 0.3 percent annual increase in combined inputs. During 

the same period, output per hour (labor productivity) increased 3.3 percent annually. (See table A.) Of the 3.3 

percent growth rate in labor productivity, multifactor productivity added 1.3 percent, capital intensity contributed 

0.6 percent, materials intensity added 0.9 percent, and purchased business services intensity added a 0.4 percent 

increase. The contribution of energy intensity was unchanged. (See table B.) 

For the 2007-2011 period, multifactor productivity rose at a 0.6 percent annual rate compared to a larger 2.0 

percent annual growth rate in the 2000-2007 period. (See table A.) Sectoral output declined 2.3 percent and 

combined inputs declined 2.9 percent over the 2007-2011 period. 

In 2011, fewer NAICS three-digit manufacturing industries exhibited an increase in multifactor productivity 

growth and sectoral output growth compared to the previous year. The number of industries exhibiting an increase 

in combined inputs remained steady at 13, the same number as in 2010. Eleven out of 18 manufacturing industries 

exhibited an increase in multifactor productivity. Thirteen industries showed increasing output. (See chart 2.) 

Seven industries experienced a decline in multifactor productivity growth. Of these seven industries, two were 

durable manufacturing industries: primary metals and miscellaneous manufacturing. The remaining five industries 

were in the nondurable manufacturing sector: food, beverage, and tobacco products; textile mills and textile 

product mills; apparel, leather, and allied products; petroleum and coal products; and plastics and rubber products. 

(See table 3.) 

Chart 2. Percent of manufacturing industries with increases in multifactor productivity, output, and 

combined inputs, 2007-2011 

Revised measures 

Previous and revised productivity measures and related data for 2009 and 2010 for the manufacturing, durable 

manufacturing, and nondurable manufacturing sectors are displayed in table C. In 2010, multifactor productivity 

growth in the manufacturing sector was 4.5 percent, a downward revision from the previously reported 7.5 

percent. Multifactor productivity in the durable manufacturing sector was 6.8 percent, down from the previously 

reported 12.7 percent. In the nondurable manufacturing sector, multifactor productivity was 2.1 percent, a slight 

downward revision. The downward revision of multifactor productivity in all three sectors was largely the result 

of an upward revision in the growth of combined inputs in all three sectors. In 2009, multifactor productivity in all 

three sectors was revised slightly upward. The revisions in both years were due to the annual revision of the 

National Income and Product Accounts (NIPA) released on November 13, 2012. 

0

10

20

30

40

50

60

70

80

90

100

Increasing multifactor productivity Increasing output Increasing combined inputs

2007 2008 2009 2010 2011

Percent
- 3 - 

Table A. Compound annual growth rates for productivity, sectoral output, and inputs in the 

manufacturing sector for selected periods, 1987-2011

In percent

 1987-

2011

1987-

1990

1990-

1995

1995-

2000

2000-

2007

2007-

2011

2010-

2011

Productivity

 Multifactor productivity11.3 0.3 1.2 1.8 2.0 0.6 0.8

 Output per hour of all persons 3.3 1.8 3.4 4.8 3.9 1.6 0.8

 Output per unit of capital services -0.1 -0.1 0.7 0.8 0.3 -2.8 3.0

 

Sectoral Output 1.7 2.1 3.3 4.6 0.7 -2.3 3.1

Inputs

 Combined inputs20.3 1.9 2.1 2.8 -1.3 -2.9 2.3

 Labor hours3-1.6 0.4 -0.1 -0.1 -3.1 -3.9 2.3

 Capital services 1.8 2.3 2.6 3.8 0.4 0.5 0.1

 Energy -0.3 1.9 1.7 5.9 -3.9 -5.3 2.0

 Materials 1.4 1.6 3.7 5.9 -1.1 -2.3 6.3

 Purchased business services 0.7 5.3 3.2 1.3 0.2 -5.6 -3.1

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 at work of all persons. 
- 4 - 

1

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

2

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

3

Intermediate inputs per hour multiplied by intermediate inputs’ share of current dollar costs. 

4

Energy per hour multiplied by energy’s share of current dollar costs. 

5

Materials per hour multiplied by materials’ share of current dollar costs. 

6 Purchased business services per hour multiplied by purchased business services’ share of current dollar costs. 

7

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

Table B. Compound annual growth rates in output per hour of all persons and the contributions of capital 

intensity, intermediate inputs intensity, and multifactor productivity in the manufacturing sector for 

selected periods, 1987-2011

In percent

1987-

2011

1987-

1990

1990-

1995

1995-

2000

2000-

2007

2007-

2011

2010-

2011

Manufacturing

Output per hour of all persons 3.3 1.8 3.4 4.8 3.9 1.6 0.8

Contribution of capital intensity10.6 0.3 0.4 0.7 0.6 0.8 -0.4

Contribution of information 

processing equipment and 

software2

0.2 0.2 0.2 0.3 0.1 0.2 0.0

Contribution of all other 

capital services 0.4 0.2 0.2 0.3 0.5 0.7 -0.4

Contribution of intermediate 

inputs31.3 1.2 1.8 2.2 1.2 0.2 0.5

 Contribution of energy 

 intensity40.0 0.0 0.0 0.2 0.0 0.0 0.0

 Contribution of materials 

 intensity50.9 0.4 1.1 1.8 0.6 0.5 1.4

 Contribution of purchased 

 business services intensity60.4 0.8 0.6 0.3 0.6 -0.3 -0.9

Multifactor productivity71.3 0.3 1.2 1.8 2.0 0.6 0.8
- 5 - 

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 at work of all persons. 

Table C. Previous and revised multifactor productivity and related measures for the 2009-2010

and 2008-2009 periods

Sector

Multifactor 

productivity1

Sectoral 

output

Inputs

Combined

inputs2 Hours3

Capital 

services Energy Materials

Purchased 

business 

services

Annual percent change, 2009-2010

Manufacturing

Previous 7.5 6.4 -1.1 -0.1 -0.3 2.9 -3.7 0.4

Revised 4.5 6.3 1.7 0.0 -0.5 1.6 5.0 1.3

Durable 

manufacturing

Previous 12.7 10.5 -1.9 -0.1 -1.8 6.1 -4.3 -3.4

Revised 6.8 10.0 3.0 -0.1 -1.6 12.8 14.2 -1.3

Nondurable 

manufacturing

Previous 2.7 3.2 0.4 0.0 0.6 1.0 -1.1 5.7

Revised 2.1 3.3 1.1 0.1 0.1 -5.1 1.4 4.9

Annual percent change, 2008-2009

Manufacturing

Previous -2.8 -12.9 -10.4 -13.0 0.1 -24.1 -13.1 -9.1

Revised -2.2 -12.9 -10.9 -13.0 0.1 -22.8 -14.2 -10.6

Durable 

manufacturing

Previous -4.7 -20.3 -16.3 -15.4 -0.1 -28.0 -26.8 -13.4

Revised -4.1 -20.3 -16.9 -15.5 -0.2 -28.9 -27.1 -15.1

Nondurable 

manufacturing

Previous -0.9 -6.4 -5.6 -8.6 0.2 -21.4 -6.6 -2.4

Revised -0.3 -6.4 -6.2 -8.7 0.3 -18.8 -7.8 -3.4
- 6 - 

Technical Notes 

Capital Services 

Capital services are the services derived from the stock of physical assets and software. There are 86 

asset types for fixed business equipment and software, structures, inventories, and land. The aggregate 

capital services measures are obtained by Tornqvist aggregation of the capital stocks for each asset type 

within each of the eighteen manufacturing 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. Data on investments in physical assets and software are obtained from the Bureau of 

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

from IRS Corporation Income Returns. Nonfarm industry detail for land is based on IRS book value 

data. 

Labor Hours 

The construction of the hours measures follows the methodology described in USDL 13-0626, 

Multifactor Productivity Trends, 2011, http://www.bls.gov/news.release/archives/prod3_04092013.pdf. 

Hours in manufacturing are directly aggregated and do not include the effects of labor composition. 

Hours data for the manufacturing multifactor productivity measures include hours for all persons 

working in the manufacturing sector – wage and salary workers, the self-employed and unpaid family 

workers. The primary source of hours data is the BLS Current Employment Statistics (CES) survey. 

Hours paid of production workers are also obtained primarily from the CES survey. The hours of these 

employees are then converted to an at-work basis by using information from the Employment Cost 

Index (ECI) of the National Compensation Survey (NCS) and the BLS Hours at Work Survey. Hours at 

work for nonproduction workers are derived using data from the Current Population Survey (CPS), the 

CES, and the NCS. The hours at work of proprietors are derived from the CPS. 

Hours at work data are based on underlying hours data published in the February 7, 2013, USDL-13-

0192, Productivity and Costs, http://www.bls.gov/news.release/archives/prod2_02072013.pdf. 

Therefore, the data do not reflect the benchmark revisions to the CES and other revisions to hours 

released on March 7, 2013. 

Intermediate Inputs

In manufacturing, intermediate inputs consist of energy, materials, and purchased business services, and 

represent a large share of production costs. Research has shown that substitution among inputs, 

including intermediate inputs, affects productivity change. Therefore, it is important to account for 

intermediate inputs in productivity measures at the level of manufacturing. In contrast, the more 

aggregate productivity measures compare "value-added" output with two classes of inputs, capital and 

labor. Because of these differences in concepts and methodology, productivity change in manufacturing 

cannot be directly compared with changes in private business or private nonfarm business. 

Data on intermediate inputs are obtained from BEA based on BEA annual input-output tables. Tornqvist 

indexes of each of these three input classes are derived at the 3-digit NAICS level and then aggregated 

to total manufacturing. Materials inputs are adjusted to exclude transactions between establishments 

within the same sector. 
- 7 - 

Combined Inputs

The five input indexes (capital services, hours, energy, materials, and purchased business services) are 

combined using chained superlative Tornqvist aggregation, applying weights that represent each 

component's share of total costs. Total costs are defined as the current dollar value of manufacturing 

sectoral output. 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 is. 

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

and labor if the price of one factor falls relative to the price of the other factor; there would be 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. 

Sectoral Output

The output concept used for multifactor productivity in manufacturing is “sectoral output”. Sectoral 

output equals gross output (sales, receipts, and other operating income, plus commodity taxes plus 

changes in inventories), excluding transactions between establishments within the same sector. In 

contrast, the output concept used for private business and private nonfarm business is “real valueadded”. Real value-added output in private business equals gross domestic product less general 

government, government enterprises, private households (including the rental value of owner-occupied 

real estate), and non-profit institutions. Real value-added output excludes intermediate transactions 

between businesses. 

The output index for manufacturing is constructed using a chained superlative index (Tornqvist) of 

three-digit NAICS industry outputs. Industry output is measured as sectoral output, the total value of 

goods and services leaving the industry. The indexes of industry output are calculated with the Tornqvist 

index formula. This index formula aggregates the growth rates of the various industry outputs between 

two periods, using their relative shares in industry value of production averaged over the two periods as 

weights. BLS industry output measures for manufacturing industries are constructed using data from the 

economic censuses and annual surveys of the Bureau of the Census, U.S. Department of Commerce, 

together with information on price changes, primarily from BLS. 
- 8 - 

Multifactor Productivity

The manufacturing multifactor productivity measures describe the relationship between output in real 

terms and the inputs involved in its production. Manufacturing multifactor productivity measures 

exclude intermediate inputs between manufacturing establishments from both output and inputs. 

Multifactor productivity measures are not intended to measure the specific contributions of labor, 

capital, or intermediate inputs. Rather, they are designed to measure the joint influences on economic 

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

other factors of economic growth, allowing for the effects of capital, labor, and intermediate inputs. The 

multifactor productivity indexes are derived by dividing an output index by an index of the combined 

inputs of labor hours, capital services, energy, non-energy materials, and purchased business services. 

Other information 

Comprehensive tables containing more detailed data than that which is published in this press release are 

available upon request at 202-691-5606 or at http://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 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 at 

http://www.bls.gov/mfp/mprtech.pdf. General information is available on the BLS Multifactor 

Productivity website at http://www.bls.gov/mfp/mprover.htm. Additional data not contained in the 

release can be obtained in print or at http://www.bls.gov/mfp. A number of comprehensive tables set up 

as zip files can be obtained at http://www.bls.gov/mfp/mprdload.htm. Methods for measuring 

manufacturing multifactor productivity are discussed in "Measurement of productivity growth in U.S. 

manufacturing” in the July 1995 issue of the Monthly Labor Review. See 

http://www.bls.gov/mfp/mprgul95.pdf. 
- 9 - 

Table 1. Manufacturing sector: productivity and related measures for the 1987-2011 period 

Annual percent change from previous year

Year

Productivity Inputs

Output

Output per per unit Purchased Combined 

hour of all of capital Multifactor Sectoral Capital business units of all

persons services Productivity1 Output Hours2 Services Energy Materials services Inputs3

1988 2.1 3.3 2.0 5.2 3.0 1.8 4.1 1.0 8.7 3.1

1989 1.0 -0.7 -0.5 1.6 0.6 2.4 -0.3 2.1 5.8 2.1

1990 2.2 -3.0 -0.7 -0.3 -2.5 2.7 1.9 1.7 1.5 0.4

1991 2.6 -3.9 -0.4 -1.7 -4.2 2.3 -0.3 -0.5 -0.8 -1.3

1992 3.8 1.0 -0.6 3.3 -0.5 2.2 -1.0 8.6 7.5 4.0

1993 2.6 1.5 2.6 3.9 1.3 2.4 3.4 0.8 0.8 1.3

1994 3.5 3.3 2.6 5.9 2.3 2.5 3.6 4.3 3.9 3.3

1995 4.5 1.7 1.8 5.2 0.7 3.5 2.9 5.4 4.9 3.4

1996 3.6 -0.6 0.3 3.4 -0.2 4.1 -2.7 9.0 -0.3 3.1

1997 5.4 2.8 2.7 7.3 1.8 4.5 -2.0 8.0 4.1 4.5

1998 5.5 0.7 1.3 5.2 -0.3 4.5 3.8 8.4 3.4 3.9

1999 4.8 0.6 1.2 4.1 -0.7 3.5 23.3 6.2 0.9 2.9

2000 4.4 0.5 3.6 3.0 -1.3 2.5 9.1 -1.9 -1.4 -0.6

2001 1.8 -5.8 -1.0 -4.8 -6.5 1.0 9.2 -6.4 -1.7 -3.8

2002 7.2 -0.6 3.3 -0.4 -7.1 0.2 -22.6 1.0 -3.2 -3.6

2003 6.3 1.3 3.7 1.1 -4.9 -0.3 -10.2 -1.6 -0.8 -2.5

2004 2.3 2.5 3.7 1.7 -0.5 -0.7 -6.3 -0.8 -6.3 -1.9

2005 4.7 3.2 1.5 3.6 -1.1 0.4 10.3 1.6 8.3 2.0

2006 0.9 0.9 2.3 1.6 0.7 0.7 -4.2 -1.1 -2.7 -0.7

2007 3.8 0.7 0.8 2.1 -1.6 1.4 0.6 -0.1 8.6 1.3

2008 -0.6 -6.8 -0.5 -4.5 -4.0 2.4 0.7 -5.0 - 9.6 -4.1

2009 0.1 -13.0 -2.2 -12.9 -13.0 0.1 -22.8 -14.2 -10.6 -10.9

2010 6.3 6.8 4.5 6.3 0.0 -0.5 1.6 5.0 1.3 1.7

2011 0.8 3.0 0.8 3.1 2.3 0.1 2.0 6.3 -3.1 2.3

1

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

2

Hours at work of all persons. 

3

Combined units of hours, capital services, energy, materials, and purchased business services, chained superlative index. 

Source: The Bureau of Labor Statistics (BLS) develops productivity measures using output data published by the Bureau of the Census, U.S. 

Department of Commerce, and modified by BLS. Compensation and hours data are from the BLS. Capital measures are based on data supplied by the 

BEA, U.S. Department of Commerce. See also Technical Notes in this release. 
- 10 - 

Table 2. Manufacturing sector: indexes of productivity and related measures, 1987-2011

Indexes 2005=100

Productivity Inputs

Output

Output per per unit Purchased Combined 

Year hour of all of capital Multifactor Sectoral Capital business units of all

persons services Productivity1 Output Hours2 Services Energy Materials services Inputs3

1987 51.2 92.8 76.6 63.0 123.2 67.9 83.3 63.8 71.5 82.3

1988 52.2 95.9 78.2 66.3 126.9 69.1 86.8 64.5 77.7 84.8

1989 52.8 95.2 77.8 67.4 127.7 70.8 86.5 65.8 82.3 86.6

1990 53.9 92.4 77.2 67.2 124.5 72.7 88.1 66.9 83.5 87.0

1991 55.3 88.8 76.9 66.0 119.3 74.3 87.9 66.6 82.9 85.8

1992 57.5 89.7 76.4 68.2 118.7 76.0 87.0 72.4 89.0 89.2

1993 58.9 91.1 78.4 70.9 120.3 77.8 89.9 72.9 89.7 90.4

1994 61.0 94.1 80.4 75.1 123.1 79.8 93.1 76.1 93.2 93.3

1995 63.8 95.7 81.9 79.0 123.9 82.6 95.8 80.2 97.8 96.5

1996 66.1 95.1 82.1 81.7 123.6 85.9 93.3 87.4 97.4 99.5

1997 69.7 97.7 84.3 87.7 125.8 89.8 91.4 94.4 101.4 104.0

1998 73.5 98.4 85.4 92.3 125.5 93.8 94.9 102.3 104.9 108.1

1999 77.1 99.0 86.4 96.1 124.7 97.1 117.0 108.7 105.9 111.2

2000 80.5 99.5 89.5 99.0 123.1 99.5 127.6 106.6 104.4 110.6

2001 81.9 93.8 88.6 94.2 115.0 100.5 139.4 99.8 102.6 106.3

2002 87.9 93.3 91.5 93.9 106.9 100.7 107.8 100.8 99.3 102.6

2003 93.4 94.5 94.9 94.9 101.6 100.4 96.8 99.2 98.5 99.9

2004 95.5 96.9 98.5 96.5 101.1 99.6 90.7 98.4 92.4 98.0

2005 100.0 100.0 100.0 100.0 100.0 100.0 100.0 100.0 100.0 100.0

2006 100.9 100.9 102.3 101.6 100.7 100.7 95.8 98.9 97.3 99.3

2007 104.8 101.6 103.2 103.8 99.0 102.1 96.4 98.8 105.7 100.6

2008 104.2 94.7 102.6 99.1 95.1 104.6 97.1 93.9 95.6 96.6

2009 104.3 82.4 100.4 86.3 82.7 104.8 74.9 80.6 85.4 86.0

2010 110.9 88.0 104.8 91.7 82.7 104.2 76.1 84.6 86.5 87.5

2011 111.8 90.6 105.6 94.5 84.6 104.3 77.6 90.0 83.8 89.5

1

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

2

Hours at work of all persons. 

3

Combined units of hours, capital services, energy, materials, and purchased business services, chained superlative index. 

Source: The Bureau of Labor Statistics (BLS) develops productivity measures using output data published by the Bureau of the Census, U.S. 

Department of Commerce, and modified by BLS. Compensation and hours data are from the BLS. Capital measures are based on data supplied by the 

BEA, U.S. Department of Commerce. See also Technical Notes in this release. 
- 11 - 

Table 3. Multifactor productivity measures for manufacturing industries in selected periods, 1987-2011 

Compound annual growth rates 

1987-

2011

 1987-

1990

1990-

1995 

1995-

2000 

2000-

2007 

2007-

2011

2010-

2011

Manufacturing 1.3 0.3 1.2 1.8 2.0 0.6 0.8

Nondurable manufacturing 0.3 -0.5 0.7 -0.2 1.0 0.1 -0.3

Food, beverage, and tobacco products -0.1 -1.6 1.4 -1.7 0.7 -0.1 -0.8

Textile mills and textile product mills 1.1 1.1 0.7 1.5 1.6 0.2 -1.2

Apparel, leather, and allied products 1.4 0.0 2.9 0.6 4.2 -3.3 -2.1

Paper products 0.2 -0.2 -0.2 0.5 0.7 -0.4 2.9

Printing and related support activities 0.6 1.0 -0.2 -0.5 1.3 1.5 5.6

Petroleum and coal products 0.7 0.8 0.8 1.0 0.4 0.5 -2.7

Chemical products 0.1 -1.0 -0.7 -0.5 1.9 -0.5 1.6

Plastics and rubber products 0.7 0.8 0.5 1.2 0.6 0.2 -0.2

Durable manufacturing 2.1 0.9 1.5 3.3 2.8 1.2 1.9

Wood products 0.5 1.0 -1.3 -0.3 1.0 2.7 6.4

Nonmetallic mineral products -0.1 0.2 0.8 0.1 -0.7 -0.6 1.5

Primary metals -0.2 1.0 0.0 0.3 -0.4 -1.8 -8.5

Fabricated metal products 0.2 -0.1 1.0 -0.2 0.6 -0.6 3.7

Machinery 0.2 1.0 -1.9 -1.1 1.6 1.4 5.6

Computer and electronic products 9.7 5.5 9.3 14.4 9.9 7.6 3.1

Electrical equipment, appliances, and components -0.7 -2.4 -2.4 -2.6 1.4 1.3 8.6

Transportation equipment 0.2 -1.6 -0.5 0.5 1.7 -0.7 1.0

Furniture and related products 0.2 -0.7 0.6 0.6 1.1 -1.7 0.8

Miscellaneous manufacturing 1.5 2.7 -0.1 2.4 2.0 0.5 -4.9

Note: Multifactor productivity measures by industry do not sum up to aggregate manufacturing measures because industry measures exclude 

transactions only within the specific industry while the aggregate manufacturing measures also exclude transactions between all manufacturing 

industries.