ESTABLISHMENT DATA

Table B-9a. Indexes of aggregate weekly hours and payrolls for production and nonsupervisory employees on

private nonfarm payrolls by industry sector, seasonally adjusted1

[2002=100]

Industry

2012

NAICS

code

Index of aggregate weekly hours2

Index of aggregate weekly payrolls3

Sept.

2015

July

2016

Aug.

2016p

Sept.

2016p

Percent

change from:

Aug.2016 -

Sept.2016p

Sept.

2015

July

2016

Aug.

2016p

Sept.

2016p

Percent

change from:

Aug.2016 -

Sept.2016p

Total private.......................................................... 111.3 113.1 112.5 112.6 0.1 157.1 163.2 162.6 163.2 0.4

Goods-producing.................................................. 88.5 89.1 88.3 88.5 0.2 119.2 123.6 122.7 123.4 0.6

Mining and logging.............................................. 137.4 115.8 113.6 114.6 0.9 213.3 182.2 179.3 181.2 1.1

Logging........................................................ 1133 76.2 75.2 72.6 – – 108.1 109.2 104.7 – –

Mining......................................................... 21 146.2 121.7 119.3 – – 226.0 191.2 188.0 – –

Oil and gas extraction..................................... 211 172.1 144.1 139.9 – – 273.4 253.5 248.6 – –

Mining, except oil and gas................................ 212 93.3 83.9 85.3 – – 136.3 120.0 121.3 – –

Coal mining.............................................. 2121 84.5 68.1 69.4 – – 128.4 98.2 99.7 – –

Stone mining and quarrying............................ 21231 81.8 81.8 81.7 – – 107.2 113.0 111.0 – –

Crushed and broken limestone mining. . . . . . . . . . . . .. 212312 75.1 78.0 74.7 – – 106.4 111.3 105.8 – –

Other stone mining and quarrying. . . . . . . . . . . . . . . . . .. 212311,3,9 91.0 86.0 90.5 – – 108.7 114.1 116.8 – –

Support activities for mining............................... 213 196.3 154.3 150.8 – – 325.6 253.8 250.5 – –

Support activities for oil and gas operations........... 213112 218.6 169.1 163.7 – – 403.5 305.1 295.5 – –

Construction..................................................... 23 96.2 99.8 98.9 100.0 1.1 129.7 140.5 139.7 141.7 1.4

Construction of buildings..................................... 236 85.2 90.8 89.2 – – 118.5 132.0 129.3 – –

Residential building........................................ 2361 80.6 87.1 86.5 – – 109.8 123.5 122.4 – –

New single-family general contractors. . . . . . . . . . . . . . . .. 236115 63.5 67.0 67.1 – – 89.2 95.9 96.0 – –

Residential remodelers.................................. 236118 114.8 124.7 123.8 – – 147.8 171.3 168.7 – –

Nonresidential building..................................... 2362 89.4 94.2 91.2 – – 125.8 138.7 134.3 – –

Industrial building........................................ 23621 80.2 83.2 80.7 – – 117.1 124.8 121.7 – –

Commercial building..................................... 23622 93.0 98.3 94.9 – – 129.3 143.9 138.6 – –

Heavy and civil engineering construction................... 237 97.0 99.1 96.0 – – 140.8 152.0 146.7 – –

Utility system construction................................. 2371 123.8 119.4 115.9 – – 190.7 194.0 186.8 – –

Water and sewer system construction. . . . . . . . . . . . . . . .. 23711 85.0 90.9 89.6 – – 115.7 128.6 126.8 – –

Oil and gas pipeline construction....................... 23712 174.5 156.3 147.7 – – 298.0 291.3 273.0 – –

Power and communication system construction....... 23713 136.7 133.3 131.2 – – 215.8 221.3 214.8 – –

Land subdivision........................................... 2372 21.6 20.9 22.1 – – 36.0 41.1 43.1 – –

Highway, street, and bridge construction................. 2373 85.3 95.2 92.2 – – 113.9 134.2 129.2 – –

Other heavy construction.................................. 2379 87.1 84.6 81.9 – – 123.4 124.4 121.2 – –

Specialty trade contractors................................... 238 98.6 102.6 101.9 – – 129.4 140.2 139.5 – –

Building foundation and exterior contractors. . . . . . . . . . . .. 2381 90.4 95.0 94.7 – – 118.1 126.5 126.5 – –

Poured concrete structure contractors. . . . . . . . . . . . . . . .. 23811 99.1 111.9 109.9 – – 139.9 161.1 160.7 – –

Steel and precast concrete contractors. . . . . . . . . . . . . . .. 23812 87.8 93.6 92.9 – – 126.7 125.5 123.8 – –

Framing contractors..................................... 23813 64.1 61.8 60.9 – – 76.1 75.4 73.1 – –

Masonry contractors..................................... 23814 66.9 71.5 71.0 – – 86.1 89.1 90.7 – –

Glass and glazing contractors.......................... 23815 110.2 122.6 121.1 – – 133.6 161.4 162.6 – –

Roofing contractors...................................... 23816 102.2 115.0 111.9 – – 131.1 157.8 151.8 – –

Siding contractors....................................... 23817 115.3 102.7 114.4 – – 181.4 174.5 200.1 – –

Other building exterior contractors. . . . . . . . . . . . . . . . . . . .. 23819 127.8 144.0 145.9 – – 155.6 178.7 179.9 – –

Building equipment contractors........................... 2382 104.2 111.7 111.3 – – 134.8 151.9 151.9 – –

Electrical contractors.................................... 23821 92.7 101.3 100.7 – – 121.6 141.3 140.5 – –

Plumbing and HVAC contractors....................... 23822 114.7 119.7 120.1 – – 148.9 159.1 160.8 – –

Other building equipment contractors.................. 23829 130.7 134.6 134.9 – – 158.2 177.6 181.1 – –

Building finishing contractors.............................. 2383 84.9 88.0 86.8 – – 112.7 120.3 118.6 – –

Drywall and insulation contractors...................... 23831 73.7 74.3 72.3 – – 99.4 103.9 101.9 – –

Painting and wall covering contractors................. 23832 85.8 91.6 91.9 – – 107.1 116.7 117.2 – –

Flooring contractors..................................... 23833 85.2 89.9 88.2 – – 114.0 121.3 117.0 – –

Tile and terrazzo contractors........................... 23834 118.9 113.0 107.3 – – 165.3 166.6 157.4 – –

Finish carpentry contractors............................ 23835 93.2 98.6 98.5 – – 127.2 139.0 138.5 – –

Other building finishing contractors..................... 23839 97.9 105.2 103.2 – – 135.2 158.7 155.8 – –

Other specialty trade contractors......................... 2389 111.2 107.3 106.7 – – 146.7 148.4 148.5 – –

Site preparation contractors............................ 23891 107.9 108.4 107.4 – – 138.6 149.3 148.6 – –

All other specialty trade contractors.................... 23899 113.4 105.1 104.9 – – 153.9 145.9 146.2 – –

Manufacturing................................................... 82.8 83.1 82.5 82.2 -0.4 108.7 111.3 110.9 110.6 -0.3

See footnotes at end of table.

1
ESTABLISHMENT DATA

Table B-9a. Indexes of aggregate weekly hours and payrolls for production and nonsupervisory employees on

private nonfarm payrolls by industry sector, seasonally adjusted1 — Continued

[2002=100]

Industry

2012

NAICS

code

Index of aggregate weekly hours2

Index of aggregate weekly payrolls3

Sept.

2015

July

2016

Aug.

2016p

Sept.

2016p

Percent

change from:

Aug.2016 -

Sept.2016p

Sept.

2015

July

2016

Aug.

2016p

Sept.

2016p

Percent

change from:

Aug.2016 -

Sept.2016p

Durable goods................................................ 84.0 84.3 83.4 83.3 -0.1 110.5 113.1 112.3 112.2 -0.1

Wood products............................................. 321 69.8 69.8 69.3 69.2 -0.1 92.7 95.9 95.1 95.3 0.2

Sawmills and wood preservation....................... 3211 73.3 72.2 71.7 – – 92.6 97.5 97.1 – –

Plywood and engineered wood products. . . . . . . . . . . . .. 3212 69.9 72.4 70.1 – – 96.0 101.8 98.3 – –

Other wood products.................................... 3219 67.7 67.6 67.8 – – 90.1 92.5 92.7 – –

Millwork................................................ 32191 65.6 64.1 64.1 – – 86.6 87.1 86.4 – –

Wood windows and doors......................... 321911 61.9 61.4 61.5 – – 89.2 90.7 90.2 – –

Cut stock, resawing lumber, planing, and other

millwork, including flooring....................... 321912,8 68.2 67.4 66.5 – – 83.3 84.7 82.8 – –

Wood containers and pallets......................... 32192 91.1 86.0 88.8 – – 129.9 131.1 134.8 – –

All other wood products.............................. 32199 56.5 60.2 59.8 – – 74.6 78.8 79.9 – –

Nonmetallic mineral products............................. 327 74.3 75.4 74.0 74.2 0.3 96.8 99.7 97.8 98.2 0.4

Cement and concrete products......................... 3273 77.6 82.5 81.1 – – 105.8 110.3 108.1 – –

Ready-mix concrete................................... 32732 71.7 77.1 74.5 – – 97.5 101.7 98.0 – –

Other cement and concrete products................ 32731,3,9 83.5 89.4 88.0 – – 115.5 122.9 121.2 – –

Primary metals............................................. 331 78.7 76.1 75.2 73.9 -1.7 100.7 99.6 98.8 98.2 -0.6

Foundries................................................ 3315 69.3 64.0 62.7 – – 87.0 81.9 80.5 – –

Fabricated metal products................................. 332 95.5 93.8 93.1 93.3 0.2 124.0 126.1 125.1 125.6 0.4

Forging and stamping................................... 3321 92.4 94.0 91.4 – – 114.2 126.2 120.8 – –

Architectural and structural metals..................... 3323 95.0 96.2 95.3 – – 123.4 127.5 126.2 – –

Plate work and fabricated structural products. . . . . .. 33231 96.8 95.2 95.0 – – 131.9 132.6 131.1 – –

Fabricated structural metal products. . . . . . . . . . . . .. 332312 100.9 100.1 99.8 – – 140.5 139.6 137.9 – –

Ornamental and architectural metal products. . . . . .. 33232 94.4 96.6 95.5 – – 117.5 123.4 122.3 – –

Sheet metal work................................... 332322 112.5 112.3 112.0 – – 135.9 141.0 139.9 – –

Boilers, tanks, and shipping containers. . . . . . . . . . . . . . .. 3324 115.6 101.0 98.1 – – 145.7 136.2 131.8 – –

Machine shops and threaded products. . . . . . . . . . . . . . .. 3327 117.1 113.9 112.6 – – 148.7 147.5 145.9 – –

Machine shops........................................ 33271 124.4 121.5 120.5 – – 159.5 160.2 158.7 – –

Turned products and screws, nuts, and bolts. . . . . .. 33272 98.9 94.8 93.8 – – 119.6 114.7 113.9 – –

Coating, engraving, and heat treating metals.......... 3328 93.4 90.4 90.5 – – 123.9 120.2 121.8 – –

Metal heat treating and coating and nonprecious

engraving........................................... 332811,2 118.7 111.0 111.6 – – 152.9 145.2 148.1 – –

Electroplating, anodizing, and coloring metals. . . . .. 332813 72.6 73.4 72.9 – – 98.2 99.4 99.0 – –

Other fabricated metal products........................ 3329 94.3 92.6 92.4 – – 125.8 129.9 129.5 – –

Metal valves........................................... 33291 86.3 80.5 81.5 – – 119.7 117.3 118.6 – –

All other fabricated metal products. . . . . . . . . . . . . . . . .. 33299 98.6 98.7 98.2 – – 128.8 135.7 135.1 – –

Machinery.................................................. 333 92.8 91.6 91.5 91.4 -0.1 124.8 126.0 126.2 126.1 -0.1

Agricultural, construction, and mining machinery. . . . .. 3331 113.3 104.0 103.2 – – 161.6 146.7 148.7 – –

Farm machinery and equipment..................... 333111 100.4 87.8 88.5 – – 136.2 123.9 128.0 – –

Industrial machinery..................................... 3332 88.1 91.7 91.4 – – 126.7 131.3 129.5 – –

Commercial and service industry machinery. . . . . . . . .. 3333 72.7 76.3 74.9 – – 112.8 119.7 116.9 – –

HVAC and commercial refrigeration equipment. . . . . .. 3334 84.3 85.0 85.4 – – 111.4 114.4 117.0 – –

Metalworking machinery................................ 3335 88.2 85.4 85.4 – – 109.8 110.6 111.4 – –

Special tools, dies, jigs, and fixtures................. 333514 82.5 77.4 76.8 – – 106.9 102.9 102.4 – –

Turbine and power transmission equipment. . . . . . . . . .. 3336 80.6 78.7 80.3 – – 93.5 100.0 101.7 – –

Other general purpose machinery...................... 3339 102.1 103.0 103.1 – – 140.7 144.8 143.6 – –

Computer and electronic products........................ 334 82.2 82.4 82.0 81.6 -0.5 118.6 122.0 123.5 123.7 0.2

Communications equipment............................ 3342 53.8 58.8 57.0 – – 72.2 74.2 72.8 – –

Semiconductors and electronic components........... 3344 71.9 72.3 71.1 – – 98.3 99.5 99.1 – –

Semiconductors and related devices. . . . . . . . . . . . . . .. 334413 71.3 70.6 72.0 – – 119.2 116.6 118.5 – –

Electronic connectors and misc. electronic

components......................................... 334416,7,9 75.8 70.2 67.7 – – 97.2 96.7 94.5 – –

Electronic instruments................................... 3345 126.6 123.8 124.9 – – 208.0 209.4 213.3 – –

Electrical equipment and appliances...................... 335 77.0 78.8 78.6 77.7 -1.1 104.5 108.9 108.5 108.7 0.2

Electrical equipment..................................... 3353 90.3 87.5 87.3 – – 117.1 121.3 121.6 – –

Other electrical equipment and components........... 3359 85.8 87.8 87.4 – – 119.9 122.4 121.0 – –

Transportation equipment................................. 336 89.2 90.7 89.5 89.0 -0.6 108.7 110.4 109.1 107.7 -1.3

Motor vehicles and parts4

............................... 3361,2,3 79.9 83.3 81.9 81.4 -0.6 82.0 86.6 84.7 83.5 -1.4

Motor vehicles........................................... 3361 77.2 79.9 79.5 – – 78.4 86.0 85.4 – –

See footnotes at end of table.

2
ESTABLISHMENT DATA

Table B-9a. Indexes of aggregate weekly hours and payrolls for production and nonsupervisory employees on

private nonfarm payrolls by industry sector, seasonally adjusted1 — Continued

[2002=100]

Industry

2012

NAICS

code

Index of aggregate weekly hours2

Index of aggregate weekly payrolls3

Sept.

2015

July

2016

Aug.

2016p

Sept.

2016p

Percent

change from:

Aug.2016 -

Sept.2016p

Sept.

2015

July

2016

Aug.

2016p

Sept.

2016p

Percent

change from:

Aug.2016 -

Sept.2016p

Motor vehicle bodies and trailers....................... 3362 105.8 105.4 105.1 – – 120.6 117.5 117.3 – –

Motor vehicle parts...................................... 3363 76.3 80.3 78.7 – – 78.2 82.4 79.8 – –

Motor vehicle gasoline engine and parts. . . . . . . . . . .. 33631 71.1 75.0 71.5 – – 81.4 81.5 77.9 – –

Motor vehicle power train components. . . . . . . . . . . . .. 33635 83.5 91.2 88.4 – – 81.9 92.3 86.9 – –

Motor vehicle metal stamping........................ 33637 83.4 82.5 83.2 – – 82.2 81.6 83.0 – –

All other motor vehicle parts......................... 33639 85.2 86.9 85.8 – – 94.0 96.8 94.0 – –

Aerospace products and parts.......................... 3364 127.0 127.5 126.3 – – 211.4 209.5 208.1 – –

Aircraft................................................. 336411 121.3 120.4 120.1 – – 186.3 184.4 184.5 – –

Furniture and related products............................ 337 60.9 60.7 60.5 60.3 -0.3 78.4 80.9 81.1 80.9 -0.2

Household and institutional furniture................... 3371 57.5 58.2 58.2 – – 74.2 78.4 78.4 – –

Wood kitchen cabinets and countertops............. 33711 71.6 72.0 72.8 – – 91.4 95.8 97.6 – –

Other household and institutional furniture. . . . . . . . .. 33712 49.2 50.1 49.9 – – 63.6 67.3 66.5 – –

Upholstered household furniture................... 337121 70.4 74.2 74.3 – – 83.3 92.7 92.5 – –

Miscellaneous durable goods manufacturing............. 339 84.5 88.0 86.9 87.0 0.1 116.2 125.3 124.6 125.0 0.3

Medical equipment and supplies....................... 3391 105.8 114.4 112.2 – – 142.0 159.3 159.0 – –

Surgical appliances and supplies.................... 339113 113.6 109.8 106.2 – – 149.8 143.4 140.6 – –

Dental laboratories.................................... 339116 79.9 78.3 77.5 – – 115.4 108.7 109.0 – –

Other miscellaneous durable goods manufacturing. .. 3399 68.9 68.6 68.5 – – 95.5 97.4 97.2 – –

Signs................................................... 33995 95.8 91.5 90.4 – – 122.8 121.6 120.0 – –

All other miscellaneous durable goods

manufacturing....................................... 33993,4,9 67.3 69.1 69.0 – – 96.1 100.2 100.6 – –

Nondurable goods............................................ 80.9 81.1 80.7 80.6 -0.1 105.5 108.0 107.8 107.8 0.0

Food manufacturing........................................ 311 101.7 104.1 103.9 102.7 -1.2 130.6 136.9 137.3 136.3 -0.7

Sugar and confectionery products...................... 3113 80.8 80.3 75.8 – – 88.6 88.8 86.0 – –

Fruit and vegetable preserving and specialty.......... 3114 88.7 92.4 92.3 – – 116.4 120.7 121.6 – –

Frozen food........................................... 31141 83.4 91.3 93.2 – – 114.0 123.7 126.6 – –

Fruit and vegetable canning and drying. . . . . . . . . . . .. 31142 94.8 91.9 93.2 – – 118.2 115.4 119.8 – –

Dairy products........................................... 3115 108.7 112.6 113.0 – – 149.5 156.6 157.1 – –

Animal slaughtering and processing. . . . . . . . . . . . . . . . . .. 3116 99.5 100.0 100.0 – – 130.0 132.8 133.4 – –

Poultry processing.................................... 311615 99.1 99.8 99.5 – – 127.4 130.9 132.4 – –

Seafood product preparation and packaging. . . . . . . . .. 3117 82.7 107.9 109.1 – – 120.8 155.1 156.9 – –

Bakeries and tortilla manufacturing..................... 3118 104.1 102.0 102.0 – – 130.8 134.2 134.4 – –

Textile mills................................................. 313 38.0 37.6 37.1 37.4 0.8 48.1 50.7 49.6 49.4 -0.4

Textile product mills........................................ 314 51.6 53.8 53.2 53.8 1.1 63.3 67.7 66.9 68.3 2.1

Apparel..................................................... 315 37.7 34.3 34.0 34.2 0.6 56.4 51.1 50.6 51.0 0.8

Paper and paper products................................. 322 66.5 67.1 66.4 66.3 -0.2 86.8 86.1 86.3 85.3 -1.2

Pulp, paper, and paperboard mills. . . . . . . . . . . . . . . . . . . .. 3221 63.8 61.0 60.3 – – 82.2 77.2 77.8 – –

Converted paper products.............................. 3222 67.6 69.9 69.2 – – 89.3 91.8 91.8 – –

Paperboard containers................................ 32221 69.4 70.7 70.4 – – 90.1 91.8 92.0 – –

Corrugated and solid fiber boxes.................. 322211 69.0 69.6 69.4 – – 84.1 89.2 88.3 – –

Paper bags and coated and treated paper. . . . . . . . .. 32222 70.8 69.8 68.3 – – 91.2 92.3 90.9 – –

Printing and related support activities. . . . . . . . . . . . . . . . . . .. 323 65.2 63.5 62.8 63.1 0.5 80.3 79.4 79.2 78.9 -0.4

Petroleum and coal products.............................. 324 103.9 103.2 102.6 103.8 1.2 174.9 175.9 176.3 181.4 2.9

Chemicals.................................................. 325 96.3 97.0 96.6 97.1 0.5 117.7 124.6 124.2 124.3 0.1

Basic chemicals......................................... 3251 90.3 88.1 87.4 – – 111.3 113.9 111.5 – –

Resin, rubber, and artificial fibers. . . . . . . . . . . . . . . . . . . . .. 3252 87.0 82.2 83.8 – – 112.7 115.1 117.5 – –

Pharmaceuticals and medicines........................ 3254 126.8 129.0 128.4 – – 162.4 163.3 162.6 – –

Soaps, cleaning compounds, and toiletries. . . . . . . . . . .. 3256 91.3 90.1 87.6 – – 108.3 107.7 104.9 – –

Plastics and rubber products.............................. 326 83.6 83.3 83.1 83.3 0.2 105.2 105.5 105.3 106.0 0.7

Plastics products........................................ 3261 86.4 86.0 84.9 – – 114.1 114.4 113.1 – –

Plastics packaging materials, film, and sheet. . . . . .. 32611 104.9 104.6 105.0 – – 127.6 126.3 127.9 – –

Foam products........................................ 32614,5 104.9 111.6 107.7 – – 130.6 142.7 138.9 – –

Other plastics products............................... 32619 78.7 77.0 76.8 – – 107.8 106.9 106.4 – –

Rubber products......................................... 3262 75.0 74.3 76.9 – – 81.8 81.5 83.8 – –

Miscellaneous nondurable goods manufacturing. . . . . . .. 312,6 98.4 94.9 95.3 97.4 2.2 117.5 116.6 117.5 119.5 1.7

Private service-providing............................................ 117.3 119.5 119.2 119.4 0.2 168.5 175.1 175.1 175.8 0.4

See footnotes at end of table.

3
ESTABLISHMENT DATA

Table B-9a. Indexes of aggregate weekly hours and payrolls for production and nonsupervisory employees on

private nonfarm payrolls by industry sector, seasonally adjusted1 — Continued

[2002=100]

Industry

2012

NAICS

code

Index of aggregate weekly hours2

Index of aggregate weekly payrolls3

Sept.

2015

July

2016

Aug.

2016p

Sept.

2016p

Percent

change from:

Aug.2016 -

Sept.2016p

Sept.

2015

July

2016

Aug.

2016p

Sept.

2016p

Percent

change from:

Aug.2016 -

Sept.2016p

Trade, transportation, and utilities................................ 106.9 107.6 107.1 107.2 0.1 143.0 145.9 145.2 145.9 0.5

Wholesale trade................................................. 42 107.0 108.1 107.9 108.1 0.2 149.3 154.4 153.7 155.1 0.9

Durable goods................................................ 423 100.0 100.6 100.8 – – 132.5 138.4 138.4 – –

Motor vehicles and parts.................................. 4231 99.7 100.6 100.8 – – 134.9 131.0 130.1 – –

Motor vehicles........................................... 42311 97.6 98.1 98.2 – – 129.9 128.3 127.3 – –

New motor vehicle parts................................ 42312 94.7 96.5 96.2 – – 130.2 127.9 126.4 – –

Furniture and furnishings.................................. 4232 92.0 89.4 90.1 – – 109.1 112.8 113.3 – –

Lumber and construction supplies........................ 4233 92.5 100.6 101.1 – – 127.6 141.1 142.0 – –

Lumber and wood....................................... 42331 82.5 88.7 89.8 – – 114.3 127.3 131.5 – –

Masonry materials....................................... 42332 101.0 102.4 102.4 – – 125.7 136.0 136.4 – –

Roofing, siding, and other construction materials. . . .. 42333,9 109.3 130.2 128.4 – – 162.8 183.6 176.5 – –

Commercial equipment.................................... 4234 92.8 94.1 95.0 – – 116.6 129.5 129.7 – –

Office equipment........................................ 42342 73.2 70.6 70.6 – – 98.3 103.5 102.5 – –

Computer and software................................. 42343 79.1 83.3 84.0 – – 95.1 111.3 112.0 – –

Medical equipment...................................... 42345 128.2 124.3 125.9 – – 173.3 180.3 180.9 – –

Miscellaneous professional and commercial

equipment............................................. 42341,4,6,9102.1 107.2 110.8 – – 141.3 158.5 163.9 – –

Metals and minerals....................................... 4235 102.3 99.7 99.4 – – 138.5 138.8 138.4 – –

Electric goods.............................................. 4236 93.7 95.2 95.2 – – 127.0 131.3 131.1 – –

Electrical equipment and wiring. . . . . . . . . . . . . . . . . . . . . . .. 42361 105.5 106.9 106.3 – – 143.4 147.3 148.9 – –

Electric appliances and other electronic parts. . . . . . . .. 42362,9 83.2 84.7 85.7 – – 113.0 116.5 116.4 – –

Hardware and plumbing................................... 4237 106.4 108.7 107.5 – – 148.9 157.4 157.9 – –

Hardware................................................. 42371 107.5 110.4 109.6 – – 161.6 169.0 166.3 – –

Plumbing equipment..................................... 42372 108.3 114.8 114.2 – – 162.2 173.9 176.1 – –

HVAC and refrigeration equipment..................... 42373,4 103.9 101.3 98.5 – – 126.7 133.3 133.4 – –

Machinery and supplies................................... 4238 105.6 105.3 105.6 – – 143.2 147.4 148.3 – –

Construction equipment................................. 42381 108.2 109.5 107.8 – – 135.9 142.5 137.1 – –

Farm and garden equipment........................... 42382 103.1 105.4 106.3 – – 154.0 171.6 169.6 – –

Industrial machinery..................................... 42383 105.0 102.6 103.2 – – 144.4 145.9 148.0 – –

Industrial supplies....................................... 42384 125.8 128.3 128.5 – – 170.0 178.3 177.9 – –

Miscellaneous durable goods............................. 4239 114.7 110.5 109.4 – – 163.5 158.1 155.3 – –

Sporting goods.......................................... 42391 104.5 97.0 95.4 – – 139.1 133.1 132.7 – –

Recyclable materials.................................... 42393 114.6 112.2 111.2 – – 142.8 147.2 146.9 – –

Nondurable goods............................................ 424 105.2 106.7 105.9 – – 144.8 147.7 146.4 – –

Paper and paper products................................. 4241 83.6 82.7 83.0 – – 124.4 118.2 117.6 – –

Druggists’ goods........................................... 4242 89.8 86.2 87.2 – – 130.5 128.8 127.7 – –

Apparel and piece goods.................................. 4243 104.0 106.9 107.3 – – 149.5 144.0 143.1 – –

Grocery and related products............................. 4244 113.1 114.5 113.7 – – 151.0 156.0 155.3 – –

General line grocery..................................... 42441 108.9 112.7 112.6 – – 146.4 152.7 151.4 – –

Fruits and vegetables................................... 42448 144.6 142.7 140.5 – – 187.4 195.7 192.7 – –

Farm product raw materials............................... 4245 107.8 110.7 104.5 – – 160.1 168.1 160.9 – –

Chemicals.................................................. 4246 103.6 101.4 103.5 – – 130.9 134.8 136.2 – –

Petroleum................................................... 4247 100.7 103.4 102.6 – – 154.0 162.5 159.2 – –

Alcoholic beverages....................................... 4248 145.7 149.0 149.1 – – 192.6 192.1 193.6 – –

Misc. nondurable goods................................... 4249 93.8 98.1 97.3 – – 128.3 135.4 134.5 – –

Farm supplies............................................ 42491 107.0 106.7 107.6 – – 143.2 145.4 147.4 – –

Nursery stock and florists’ supplies. . . . . . . . . . . . . . . . . . .. 42493 70.2 77.9 79.2 – – 105.8 109.8 111.7 – –

Electronic markets and agents and brokers. . . . . . . . . . . . . . .. 425 149.6 150.6 151.0 – – 235.1 242.3 242.2 – –

Business to business electronic markets................. 42511 44.5 47.2 46.1 – – 63.5 68.3 67.1 – –

Wholesale trade agents and brokers..................... 42512 165.6 166.2 165.6 – – 254.9 261.9 260.4 – –

Retail trade...................................................... 101.8 102.1 101.5 101.6 0.1 130.9 131.5 130.5 130.9 0.3

Motor vehicle and parts dealers............................. 441 110.7 112.9 113.0 – – 133.6 136.5 136.5 – –

Automobile dealers........................................ 4411 109.8 112.3 112.4 – – 127.5 130.0 130.2 – –

New car dealers......................................... 44111 105.1 107.4 107.1 – – 121.4 123.8 123.6 – –

Used car dealers........................................ 44112 168.6 177.3 179.7 – – 229.7 242.4 244.5 – –

Other motor vehicle dealers............................... 4412 109.1 111.1 110.7 – – 144.9 150.6 152.2 – –

See footnotes at end of table.

4
ESTABLISHMENT DATA

Table B-9a. Indexes of aggregate weekly hours and payrolls for production and nonsupervisory employees on

private nonfarm payrolls by industry sector, seasonally adjusted1 — Continued

[2002=100]

Industry

2012

NAICS

code

Index of aggregate weekly hours2

Index of aggregate weekly payrolls3

Sept.

2015

July

2016

Aug.

2016p

Sept.

2016p

Percent

change from:

Aug.2016 -

Sept.2016p

Sept.

2015

July

2016

Aug.

2016p

Sept.

2016p

Percent

change from:

Aug.2016 -

Sept.2016p

Auto parts, accessories, and tire stores.................. 4413 113.5 114.8 115.1 – – 153.9 156.6 155.7 – –

Automotive parts and accessories stores.............. 44131 112.7 113.1 112.9 – – 161.9 161.8 158.9 – –

Tire dealers.............................................. 44132 115.8 117.1 119.5 – – 140.7 145.5 147.6 – –

Furniture and home furnishings stores...................... 442 90.5 92.8 93.2 – – 117.5 125.3 125.5 – –

Furniture stores............................................ 4421 89.8 91.0 90.4 – – 114.8 121.9 119.8 – –

Home furnishings stores................................... 4422 91.2 95.3 95.9 – – 120.3 131.3 132.3 – –

Floor covering stores.................................... 44221 68.9 72.6 72.5 – – 93.3 103.5 103.6 – –

Other home furnishings stores.......................... 44229 109.8 113.7 114.9 – – 151.0 162.9 163.8 – –

Electronics and appliance stores............................ 443 107.7 106.0 105.4 – – 154.1 153.6 152.7 – –

Household appliance stores............................... 443141 67.1 63.4 63.1 – – 83.2 83.9 82.4 – –

Electronics stores.......................................... 443142 115.4 113.9 113.4 – – 164.5 164.2 163.8 – –

Building material and garden supply stores................. 444 95.4 98.6 99.1 – – 118.8 125.3 125.6 – –

Building material and supplies dealers. . . . . . . . . . . . . . . . . .. 4441 94.1 97.1 97.1 – – 116.6 122.5 122.1 – –

Home centers............................................ 44411 103.6 105.4 105.7 – – 121.5 127.9 128.7 – –

Hardware stores......................................... 44413 83.7 88.8 88.8 – – 105.5 120.5 120.3 – –

Lawn and garden equipment and supplies stores. . . . . .. 4442 104.1 110.2 112.0 – – 136.5 149.1 151.3 – –

Food and beverage stores................................... 445 93.6 92.8 92.3 – – 116.1 110.7 110.0 – –

Grocery stores............................................. 4451 95.1 94.4 93.4 – – 119.7 113.8 112.3 – –

Supermarkets and other grocery stores................ 44511 93.9 93.1 92.5 – – 118.4 112.1 111.1 – –

Convenience stores..................................... 44512 113.2 115.3 112.9 – – 143.9 149.9 147.1 – –

Specialty food stores...................................... 4452 77.2 76.2 77.3 – – 86.8 85.3 87.8 – –

Meat markets and fish and seafood markets. . . . . . . . .. 44521,2 93.0 90.6 92.5 – – 112.3 112.5 114.2 – –

Beer, wine, and liquor stores.............................. 4453 96.0 99.0 100.0 – – 103.6 108.4 109.2 – –

Health and personal care stores............................ 446 100.2 103.0 102.2 – – 138.0 143.4 142.0 – –

Pharmacies and drug stores.............................. 44611 95.4 97.5 96.0 – – 135.9 142.5 140.4 – –

Cosmetic and beauty supply stores. . . . . . . . . . . . . . . . . . . . .. 44612 121.7 122.1 121.4 – – 135.0 140.9 139.6 – –

Optical goods stores....................................... 44613 124.2 135.2 134.8 – – 187.8 188.9 185.8 – –

Other health and personal care stores. . . . . . . . . . . . . . . . . .. 44619 98.4 102.7 105.4 – – 129.2 127.6 131.4 – –

Gasoline stations............................................. 447 101.4 102.5 101.6 – – 132.1 135.1 134.0 – –

Gasoline stations with convenience stores............... 44711 105.2 106.9 106.1 – – 137.9 141.8 140.5 – –

Other gasoline stations.................................... 44719 80.8 78.3 78.6 – – 105.9 103.6 104.6 – –

Clothing and clothing accessories stores................... 448 92.5 92.1 91.5 – – 116.4 119.9 119.3 – –

Clothing stores............................................. 4481 92.0 90.1 89.1 – – 110.9 113.4 111.8 – –

Women’s clothing stores................................ 44812 124.5 117.4 114.3 – – 157.1 155.4 149.7 – –

Family clothing stores................................... 44814 75.5 75.9 76.1 – – 86.7 91.2 91.2 – –

Clothing accessories stores............................. 44815 136.5 125.1 119.9 – – 181.2 168.0 168.1 – –

Shoe stores................................................ 4482 113.3 118.6 117.1 – – 177.8 190.0 190.9 – –

Jewelry, luggage, and leather goods stores.............. 4483 77.7 80.0 79.9 – – 99.4 103.2 102.7 – –

Sporting goods, hobby, book, and music stores............ 451 99.7 104.1 103.2 – – 135.0 145.0 143.5 – –

Sporting goods and musical instrument stores........... 4511 115.3 120.9 118.8 – – 152.9 163.8 161.2 – –

Sporting goods stores................................... 45111 141.6 148.1 142.8 – – 184.6 195.9 188.4 – –

Hobby, toy, and game stores........................... 45112 97.1 100.7 101.5 – – 117.1 128.2 133.5 – –

Book stores and news dealers............................ 4512 53.9 52.1 52.4 – – 74.5 78.5 76.4 – –

General merchandise stores................................. 452 113.1 111.2 110.7 – – 141.0 137.3 136.5 – –

Miscellaneous store retailers................................. 453 85.9 86.5 85.1 – – 111.3 110.6 109.9 – –

Florists...................................................... 4531 47.8 47.3 46.3 – – 59.7 59.7 57.8 – –

Office supplies, stationery, and gift stores................ 4532 61.1 57.2 56.2 – – 83.8 73.9 72.7 – –

Office supplies and stationery stores................... 45321 63.1 57.3 56.5 – – 87.9 71.8 71.1 – –

Gift, novelty, and souvenir stores. . . . . . . . . . . . . . . . . . . . .. 45322 59.1 56.7 55.7 – – 77.6 76.6 74.5 – –

Used merchandise stores................................. 4533 185.9 193.4 188.8 – – 251.2 273.3 267.3 – –

Other miscellaneous store retailers....................... 4539 103.6 108.6 107.1 – – 132.9 139.3 140.0 – –

Pet and pet supplies stores............................. 45391 153.9 165.2 163.4 – – 226.2 243.1 242.7 – –

Nonstore retailers............................................. 454 119.0 120.2 119.7 – – 190.5 185.7 181.9 – –

Electronic shopping and mail-order houses. . . . . . . . . . . . .. 4541 154.5 153.7 152.0 – – 251.5 235.2 229.0 – –

Electronic shopping and electronic auctions........... 454111,2 399.5 402.0 395.1 – – 741.1 664.4 639.7 – –

Mail-order houses....................................... 454113 79.4 78.4 79.2 – – 94.9 100.1 101.6 – –

See footnotes at end of table.

5
ESTABLISHMENT DATA

Table B-9a. Indexes of aggregate weekly hours and payrolls for production and nonsupervisory employees on

private nonfarm payrolls by industry sector, seasonally adjusted1 — Continued

[2002=100]

Industry

2012

NAICS

code

Index of aggregate weekly hours2

Index of aggregate weekly payrolls3

Sept.

2015

July

2016

Aug.

2016p

Sept.

2016p

Percent

change from:

Aug.2016 -

Sept.2016p

Sept.

2015

July

2016

Aug.

2016p

Sept.

2016p

Percent

change from:

Aug.2016 -

Sept.2016p

Transportation and warehousing............................... 123.0 123.6 123.2 123.7 0.4 161.6 165.0 164.8 166.6 1.1

Air transportation............................................. 481 72.1 71.5 71.7 – – 143.7 149.4 151.1 – –

Truck transportation.......................................... 484 118.2 117.7 117.5 – – 154.3 158.4 156.9 – –

General freight trucking.................................... 4841 112.7 113.7 113.4 – – 144.9 151.1 149.2 – –

General freight trucking, local........................... 48411 110.8 109.2 108.3 – – 143.7 144.2 145.1 – –

General freight trucking, long-distance................. 48412 113.8 115.3 115.2 – – 145.8 153.2 150.7 – –

General freight trucking, long-distance TL........... 484121 108.4 110.7 110.7 – – 143.9 150.4 146.6 – –

General freight trucking, long-distance LTL. . . . . . . .. 484122 127.0 126.8 126.4 – – 150.5 160.3 159.7 – –

Specialized freight trucking................................ 4842 133.0 127.5 127.6 – – 182.7 179.1 178.8 – –

Used household and office goods moving. . . . . . . . . . . .. 48421 90.4 86.3 86.0 – – 117.1 114.7 114.2 – –

Other specialized trucking, local........................ 48422 142.2 136.3 135.5 – – 201.3 194.7 194.4 – –

Other specialized trucking, long-distance. . . . . . . . . . . . .. 48423 152.4 148.4 150.8 – – 195.7 199.0 200.8 – –

Transit and ground passenger transportation............... 485 130.5 128.6 126.5 – – 166.1 170.0 168.2 – –

School and employee bus transportation................. 4854 120.3 116.2 120.0 – – 166.9 159.9 159.0 – –

Other ground passenger transportation. . . . . . . . . . . . . . . . .. 4859 190.7 185.6 180.7 – – 223.3 223.6 219.3 – –

Pipeline transportation....................................... 486 142.6 131.1 131.1 – – 257.1 240.0 238.6 – –

Support activities for transportation......................... 488 125.5 120.7 120.0 – – 164.1 155.2 154.3 – –

Support activities for air transportation. . . . . . . . . . . . . . . . . .. 4881 137.4 136.9 135.3 – – 167.0 164.3 160.8 – –

Airport operations........................................ 48811 138.4 135.5 136.6 – – 127.2 126.0 127.2 – –

Support activities for water transportation................ 4883 94.7 86.9 86.0 – – 155.0 128.7 128.5 – –

Support activities for road transportation................. 4884 130.9 125.0 126.6 – – 134.7 130.6 134.9 – –

Freight transportation arrangement....................... 4885 130.0 128.2 127.2 – – 178.5 180.2 179.4 – –

Support activities for other transportation, including

rail........................................................ 4882,9 130.7 111.9 112.5 – – 184.2 164.0 164.2 – –

Couriers and messengers.................................... 492 145.9 153.5 152.2 – – 170.6 185.9 191.4 – –

Warehousing and storage.................................... 493 173.7 188.7 190.7 – – 181.7 200.9 203.5 – –

General warehousing and storage........................ 49311 182.1 199.0 201.0 – – 187.7 209.9 212.7 – –

Utilities........................................................... 22 97.2 99.0 98.5 99.0 0.5 138.3 146.2 145.9 146.2 0.2

Power generation and supply................................ 2211 97.4 98.1 97.4 – – 140.0 148.6 148.4 – –

Electric power generation................................. 22111 61.5 62.7 62.1 – – 91.5 97.1 96.5 – –

Fossil fuel electric power generation................... 221112 68.6 69.7 69.4 – – 103.7 109.8 109.7 – –

Electric power transmission and distribution. . . . . . . . . . . .. 22112 153.1 154.2 153.5 – – 224.3 240.5 240.6 – –

Natural gas distribution....................................... 2212 94.0 94.6 93.8 – – 130.4 133.5 131.4 – –

Water, sewage and other systems.......................... 2213 107.0 121.6 120.4 – – 148.3 159.7 154.1 – –

Information......................................................... 51 90.9 91.0 91.0 90.8 -0.2 130.0 135.9 136.3 136.4 0.1

Publishing industries, except Internet.......................... 511 100.6 99.9 99.8 – – 158.8 160.1 161.5 – –

Newspaper, book, and directory publishers................. 5111 86.2 80.5 80.6 – – 133.9 120.3 120.9 – –

Newspaper publishers..................................... 51111 81.3 74.3 74.6 – – 105.3 97.9 99.0 – –

Periodical publishers....................................... 51112 104.9 97.2 96.5 – – 176.1 156.0 158.2 – –

Software publishers.......................................... 5112 124.5 131.6 131.4 – – 178.6 194.3 195.8 – –

Motion picture and sound recording industries................ 512 83.4 84.1 84.4 – – 89.3 92.5 92.5 – –

Broadcasting, except Internet.................................. 515 86.2 86.2 86.0 – – 135.1 132.4 131.9 – –

Radio broadcasting........................................... 51511 90.1 91.4 88.6 – – 158.6 147.8 145.6 – –

Telecommunications............................................ 517 74.0 73.4 72.7 – – 97.3 105.5 104.6 – –

Wired telecommunications carriers.......................... 5171 83.7 84.0 82.9 – – 107.5 116.7 114.7 – –

Telecommunications resellers............................... 517911 34.2 30.6 32.0 – – 40.3 36.0 37.4 – –

Data processing, hosting and related services................ 518 111.4 110.8 110.5 – – 173.2 183.0 183.1 – –

Other information services..................................... 519 211.5 223.9 227.3 – – 308.0 340.2 337.2 – –

Financial activities................................................. 110.1 112.2 112.0 112.1 0.1 172.5 180.8 181.2 182.1 0.5

Credit intermediation and related activities.................... 522 101.7 104.3 104.5 – – 154.3 163.2 163.1 – –

Depository credit intermediation............................. 5221 99.6 102.0 102.1 – – 154.6 162.3 162.2 – –

Commercial banking....................................... 52211 101.9 104.3 104.2 – – 161.9 169.7 169.5 – –

Savings institutions........................................ 52212 62.6 63.3 63.2 – – 91.1 95.7 95.1 – –

Credit unions and other depository credit

intermediation............................................ 52213,9 123.4 129.6 129.4 – – 181.3 196.1 195.7 – –

Nondepository credit intermediation......................... 5222 95.1 96.7 96.2 – – 139.3 145.0 145.2 – –

See footnotes at end of table.

6
ESTABLISHMENT DATA

Table B-9a. Indexes of aggregate weekly hours and payrolls for production and nonsupervisory employees on

private nonfarm payrolls by industry sector, seasonally adjusted1 — Continued

[2002=100]

Industry

2012

NAICS

code

Index of aggregate weekly hours2

Index of aggregate weekly payrolls3

Sept.

2015

July

2016

Aug.

2016p

Sept.

2016p

Percent

change from:

Aug.2016 -

Sept.2016p

Sept.

2015

July

2016

Aug.

2016p

Sept.

2016p

Percent

change from:

Aug.2016 -

Sept.2016p

Consumer lending.......................................... 522291 112.8 115.2 115.0 – – 140.3 139.1 139.6 – –

Real estate credit.......................................... 522292 88.5 90.3 89.3 – – 123.6 128.2 129.7 – –

Activities related to credit intermediation.................... 5223 137.2 145.4 146.5 – – 202.7 225.8 227.2 – –

Financial transaction processing and clearing. . . . . . . . . .. 52232 203.8 219.5 217.3 – – 416.2 428.9 425.7 – –

Securities, commodity contracts, investments, and funds

and trusts..................................................... 523,5 129.8 130.5 131.1 – – 231.1 240.8 241.0 – –

Securities brokerage......................................... 52312 106.2 105.6 105.7 – – 174.9 179.5 179.2 – –

Securities and commodity contracts brokerage and

exchanges.................................................. 5231,2 104.9 103.0 104.5 – – 193.6 200.1 202.6 – –

Other financial investment activities, including funds and

trusts........................................................

5239;

525 171.7 175.5 175.6 – – 292.1 304.1 304.2 – –

Portfolio management..................................... 52392 161.2 157.9 158.0 – – 274.1 287.5 287.2 – –

Investment advice.......................................... 52393 214.8 231.1 228.6 – – 371.2 379.2 376.5 – –

Insurance carriers and related activities....................... 524 115.6 118.4 117.8 – – 170.5 178.2 178.7 – –

Insurance carriers............................................ 5241 105.7 108.1 108.0 – – 159.2 166.2 167.3 – –

Direct life and health insurance carriers.................. 52411 115.8 116.8 117.2 – – 179.8 186.3 187.9 – –

Direct insurers, except life and health.................... 52412 95.8 98.6 98.8 – – 136.9 144.7 145.2 – –

Reinsurance carriers....................................... 52413 86.2 93.7 89.5 – – 220.8 219.6 211.5 – –

Insurance agencies, brokerages, and related services. . .. 5242 135.5 138.4 138.1 – – 196.2 204.0 205.5 – –

Insurance agencies and brokerages...................... 52421 133.1 137.4 136.0 – – 193.6 200.9 200.0 – –

Other insurance-related activities......................... 52429 141.7 141.8 142.8 – – 202.0 211.6 217.2 – –

Third-party administration of insurance funds. . . . . . . .. 524292 136.0 134.4 134.7 – – 191.3 201.0 204.6 – –

Real estate...................................................... 531 113.8 116.5 116.4 – – 178.3 188.7 188.6 – –

Lessors of real estate........................................ 5311 91.6 92.0 91.6 – – 141.6 145.1 144.6 – –

Lessors of residential buildings........................... 53111 88.2 89.0 89.6 – – 132.0 134.7 136.8 – –

Lessors of nonresidential buildings....................... 53112 89.9 89.1 87.5 – – 156.5 161.4 157.9 – –

Offices of real estate agents and brokers................... 5312 99.6 103.8 103.0 – – 163.4 179.4 175.6 – –

Activities related to real estate............................... 5313 153.8 159.4 160.7 – – 230.6 246.7 248.8 – –

Real estate property managers........................... 53131 154.5 159.5 160.2 – – 231.3 246.7 248.2 – –

Residential property managers......................... 531311 161.3 167.3 168.4 – – 238.2 255.5 257.3 – –

Nonresidential property managers...................... 531312 138.0 140.7 140.0 – – 217.5 229.2 229.1 – –

Rental and leasing services.................................... 532 92.6 92.1 91.1 – – 134.6 140.8 140.8 – –

Home health equipment rental............................... 532291 129.9 124.3 122.9 – – 144.9 129.1 128.8 – –

General rental centers....................................... 5323 69.0 71.5 70.0 – – 71.0 71.6 71.8 – –

Machinery and equipment rental and leasing............... 5324 127.0 128.1 127.6 – – 196.2 211.2 213.0 – –

Heavy machinery rental and leasing...................... 53241 122.5 111.0 110.8 – – 197.2 196.2 198.1 – –

Office equipment and other machinery rental and

leasing.................................................... 53242,9 134.9 154.5 152.4 – – 196.5 234.4 233.4 – –

Professional and business services.............................. 128.4 132.0 131.1 131.4 0.2 190.8 200.3 199.6 200.3 0.4

Professional and technical services........................... 54 137.8 142.6 142.7 – – 207.2 219.4 219.5 – –

Legal services................................................ 5411 101.7 102.3 101.0 – – 149.7 156.4 153.2 – –

Offices of lawyers.......................................... 54111 100.2 101.0 99.6 – – 148.7 155.6 152.2 – –

Other legal services........................................ 54119 121.0 123.0 120.9 – – 167.9 178.6 179.9 – –

Title abstract and settlement offices.................... 541191 100.6 105.0 105.9 – – 121.4 136.8 134.2 – –

Accounting and bookkeeping services...................... 5412 119.8 123.8 124.1 – – 183.9 188.4 188.5 – –

Offices of certified public accountants.................... 541211 124.2 125.9 126.6 – – 183.3 182.2 182.9 – –

Payroll services............................................ 541214 132.3 153.2 154.0 – – 225.7 242.8 241.4 – –

Architectural and engineering services...................... 5413 114.5 116.8 116.9 – – 171.7 177.2 177.2 – –

Architectural services...................................... 54131 101.1 102.3 103.3 – – 147.3 151.6 152.3 – –

Landscape architectural services......................... 54132 84.3 92.5 91.9 – – 140.9 154.5 155.0 – –

Engineering and drafting services. . . . . . . . . . . . . . . . . . . . . . .. 54133,4 121.5 123.9 123.9 – – 181.8 186.1 186.4 – –

Building inspection, surveying, and mapping services. .. 54135,6,7 98.4 95.5 94.8 – – 138.5 153.4 150.2 – –

Testing laboratories........................................ 54138 109.4 114.1 115.1 – – 158.4 166.5 167.2 – –

Specialized design services................................. 5414 121.3 127.5 128.9 – – 198.6 207.7 208.1 – –

Graphic design services................................... 54143 99.5 101.6 103.5 – – 177.6 179.5 188.0 – –

Computer systems design and related services............ 5415 172.4 180.3 180.6 – – 241.5 258.2 258.9 – –

Custom computer programming services................. 541511 165.0 172.1 173.4 – – 231.9 244.9 245.7 – –

See footnotes at end of table.

7
ESTABLISHMENT DATA

Table B-9a. Indexes of aggregate weekly hours and payrolls for production and nonsupervisory employees on

private nonfarm payrolls by industry sector, seasonally adjusted1 — Continued

[2002=100]

Industry

2012

NAICS

code

Index of aggregate weekly hours2

Index of aggregate weekly payrolls3

Sept.

2015

July

2016

Aug.

2016p

Sept.

2016p

Percent

change from:

Aug.2016 -

Sept.2016p

Sept.

2015

July

2016

Aug.

2016p

Sept.

2016p

Percent

change from:

Aug.2016 -

Sept.2016p

Computer systems design services....................... 541512 208.1 219.1 218.6 – – 279.3 297.8 298.5 – –

Management and technical consulting services. . . . . . . . . . .. 5416 212.2 226.6 225.1 – – 297.1 329.7 327.0 – –

Management consulting services......................... 54161 204.3 216.7 215.8 – – 280.3 310.7 308.9 – –

Administrative management consulting services. . . . .. 541611 212.8 225.7 226.0 – – 327.9 362.6 360.0 – –

Marketing consulting services.......................... 541613 345.0 370.7 363.4 – – 445.2 483.2 471.6 – –

Process and logistics consulting services.............. 541614 217.8 224.9 224.3 – – 232.2 271.7 266.4 – –

Scientific research and development services.............. 5417 134.6 138.9 138.1 – – 216.7 230.7 229.7 – –

Research and development in the physical,

engineering, and life sciences.......................... 54171 141.2 146.1 146.1 – – 227.9 243.5 243.7 – –

Biotechnology research................................. 541711 143.5 149.9 149.2 – – 215.3 244.4 245.9 – –

Physical, engineering, and life sciences research. . . .. 541712 140.0 145.0 144.5 – – 230.9 243.6 242.3 – –

Social science and humanities research. . . . . . . . . . . . . . . .. 54172 84.2 84.7 81.3 – – 120.2 121.8 117.4 – –

Advertising and related services............................. 5418 123.7 132.3 131.3 – – 200.5 220.6 219.9 – –

Advertising agencies....................................... 54181 144.9 148.0 148.7 – – 227.2 229.6 234.4 – –

Public relations agencies.................................. 54182 128.4 129.9 130.1 – – 193.0 204.2 204.4 – –

Advertising material distribution and other advertising

services.................................................. 54187,9 139.2 160.7 156.5 – – 195.9 243.5 238.3 – –

Other professional and technical services. . . . . . . . . . . . . . . . .. 5419 149.6 156.0 157.9 – – 230.9 249.2 253.5 – –

Marketing research and public opinion polling. . . . . . . . . .. 54191 99.5 89.0 91.6 – – 161.4 141.7 144.5 – –

Photographic services..................................... 54192 65.6 61.6 60.6 – – 94.0 89.0 86.3 – –

Veterinary services......................................... 54194 160.1 162.9 163.2 – – 229.2 242.3 244.9 – –

Miscellaneous professional and technical services. . . . .. 54193,9 317.9 378.7 387.9 – – 510.1 646.9 655.8 – –

Management of companies and enterprises. . . . . . . . . . . . . . . . .. 55 130.1 132.3 127.1 – – 217.8 220.1 217.5 – –

Offices of bank holding companies and of other holding

companies.................................................. 551111,2 109.7 108.5 103.5 – – 163.4 172.1 166.8 – –

Managing offices............................................. 551114 131.3 133.4 128.4 – – 221.7 223.2 220.9 – –

Administrative and waste services............................. 56 120.5 123.0 122.7 – – 160.3 167.6 167.6 – –

Administrative and support services......................... 561 120.1 123.0 122.6 – – 160.1 168.2 168.1 – –

Office administrative services............................. 5611 177.4 187.0 186.1 – – 286.2 321.5 318.0 – –

Facilities support services................................. 5612 147.4 149.0 146.9 – – 161.8 172.0 170.7 – –

Employment services...................................... 5613 114.0 115.5 115.4 – – 147.4 149.3 149.6 – –

Employment placement agencies and executive

search services....................................... 56131 103.0 104.4 106.0 – – 176.1 170.4 171.1 – –

Temporary help services................................ 56132 138.4 139.2 139.7 – – 174.6 176.5 178.3 – –

Professional employer organizations................... 56133 47.3 49.2 48.3 – – 61.0 64.2 62.8 – –

Business support services................................. 5614 129.8 132.7 133.0 – – 173.9 186.2 187.9 – –

Telephone call centers.................................. 56142 162.5 167.5 167.3 – – 228.5 242.3 243.7 – –

Business service centers................................ 56143 94.1 96.2 96.7 – – 118.4 131.1 133.8 – –

Collection agencies...................................... 56144 92.5 91.9 92.7 – – 129.1 129.6 132.5 – –

Travel arrangement and reservation services............ 5615 87.9 85.9 85.4 – – 132.6 139.5 138.8 – –

Travel agencies.......................................... 56151 73.9 74.8 74.2 – – 99.5 102.2 102.8 – –

Investigation and security services. . . . . . . . . . . . . . . . . . . . . .. 5616 121.3 123.3 123.0 – – 167.1 176.4 176.6 – –

Security and armored car services..................... 56161 119.2 121.1 120.7 – – 162.3 170.8 170.1 – –

Security systems services.............................. 56162 136.4 136.4 138.9 – – 190.3 198.9 204.4 – –

Services to buildings and dwellings....................... 5617 127.1 130.2 130.2 – – 169.0 179.4 179.8 – –

Exterminating and pest control services. . . . . . . . . . . . . .. 56171 139.9 151.9 153.8 – – 206.0 231.1 232.6 – –

Janitorial services....................................... 56172 124.8 127.2 127.4 – – 162.4 171.1 173.2 – –

Landscaping services................................... 56173 131.1 135.0 134.3 – – 177.8 188.0 187.4 – –

Carpet and upholstery cleaning services. . . . . . . . . . . . .. 56174 92.1 88.9 89.3 – – 126.8 120.3 120.5 – –

Other services to buildings and dwellings. . . . . . . . . . . .. 56179 123.1 118.1 115.8 – – 138.7 146.1 143.4 – –

Other support services..................................... 5619 99.1 107.4 108.8 – – 128.6 141.7 144.5 – –

Packaging and labeling services....................... 56191 116.0 130.5 131.2 – – 170.1 196.1 199.0 – –

Convention and trade show organizers. . . . . . . . . . . . . . .. 56192 80.5 88.4 91.1 – – 94.2 106.4 110.1 – –

All other support services............................... 56199 99.4 105.1 106.9 – – 137.3 146.8 150.2 – –

Waste management and remediation services. . . . . . . . . . . .. 562 126.2 124.7 126.2 – – 160.0 161.0 163.3 – –

Waste collection............................................ 5621 148.7 151.9 152.8 – – 192.4 205.6 207.3 – –

Waste treatment and disposal............................ 5622 90.8 89.8 89.9 – – 135.3 135.0 134.9 – –

Remediation and other waste services................... 5629 142.8 135.0 138.0 – – 158.2 150.6 154.2 – –

See footnotes at end of table.

8
ESTABLISHMENT DATA

Table B-9a. Indexes of aggregate weekly hours and payrolls for production and nonsupervisory employees on

private nonfarm payrolls by industry sector, seasonally adjusted1 — Continued

[2002=100]

Industry

2012

NAICS

code

Index of aggregate weekly hours2

Index of aggregate weekly payrolls3

Sept.

2015

July

2016

Aug.

2016p

Sept.

2016p

Percent

change from:

Aug.2016 -

Sept.2016p

Sept.

2015

July

2016

Aug.

2016p

Sept.

2016p

Percent

change from:

Aug.2016 -

Sept.2016p

Education and health services.................................... 133.3 136.9 137.2 137.3 0.1 195.4 203.4 204.2 204.6 0.2

Health care and social assistance............................. 62 135.4 138.6 139.0 – – 200.0 208.1 209.0 – –

Health care5

................................................... 621,2,3 132.1 135.4 135.6 – – 199.7 208.0 208.6 – –

Ambulatory health care services.......................... 621 150.3 155.1 156.0 – – 225.9 238.1 238.3 – –

Offices of physicians.................................... 6211 132.1 135.1 135.7 – – 226.6 236.1 235.3 – –

Offices of physicians, except mental health. . . . . . . .. 621111 132.2 135.4 136.0 – – 227.7 237.3 236.5 – –

Offices of mental health physicians.................. 621112 126.6 121.5 119.4 – – 170.1 170.6 165.1 – –

Offices of dentists....................................... 6212 124.6 127.7 129.3 – – 168.0 177.2 180.0 – –

Offices of other health practitioners.................... 6213 159.7 168.8 170.6 – – 228.1 244.3 245.1 – –

Offices of chiropractors............................... 62131 129.5 136.2 135.8 – – 184.1 190.4 190.2 – –

Offices of optometrists................................ 62132 152.2 146.1 149.4 – – 215.1 209.1 215.6 – –

Offices of mental health practitioners................ 62133 101.5 116.4 117.9 – – 125.6 145.0 143.2 – –

Offices of specialty therapists........................ 62134 182.8 193.1 194.5 – – 260.3 277.7 276.5 – –

Offices of all other health practitioners. . . . . . . . . . . . .. 62139 197.4 225.4 227.7 – – 285.3 330.2 329.2 – –

Outpatient care centers................................. 6214 194.8 203.2 203.9 – – 285.3 303.6 304.2 – –

Outpatient mental health centers. . . . . . . . . . . . . . . . . . .. 62142 161.9 165.9 165.4 – – 200.3 212.1 211.9 – –

Outpatient care centers, except mental health. . . . .. 62141,9 211.8 222.3 224.7 – – 323.1 343.8 346.5 – –

Freestanding emergency medical centers. . . . . . .. 621493 205.3 206.8 207.6 – – 330.3 329.3 322.2 – –

Miscellaneous outpatient care centers. . . . . . . . . . .. 621410,98 203.6 214.6 218.1 – – 305.3 329.4 334.4 – –

Medical and diagnostic laboratories.................... 6215 153.4 152.4 152.1 – – 211.9 220.0 219.8 – –

Medical laboratories.................................. 621511 156.3 155.1 154.3 – – 215.2 231.1 230.6 – –

Diagnostic imaging centers........................... 621512 145.3 145.6 144.7 – – 204.4 194.2 192.2 – –

Home health care services............................. 6216 192.5 204.6 205.8 – – 250.5 276.3 278.3 – –

Other ambulatory health care services................. 6219 159.8 155.3 155.0 – – 236.1 231.7 231.0 – –

Ambulance services.................................. 62191 158.2 163.5 164.3 – – 223.7 231.8 232.0 – –

All other ambulatory health care services. . . . . . . . . .. 62199 161.2 142.6 141.1 – – 251.0 231.4 230.9 – –

Hospitals.................................................... 622 123.6 127.0 127.2 – – 196.2 203.0 203.9 – –

General medical and surgical hospitals................ 6221 120.2 124.2 124.4 – – 193.0 199.9 200.9 – –

Nursing and residential care facilities..................... 623 118.2 118.6 118.5 – – 153.6 157.2 157.3 – –

Nursing care facilities................................... 6231 104.8 103.5 103.3 – – 137.9 139.8 140.0 – –

Residential mental health facilities. . . . . . . . . . . . . . . . . . . .. 6232 127.0 129.1 128.5 – – 165.6 171.3 171.3 – –

Residential intellectual and developmental

disability facilities................................... 62321 120.2 120.4 120.6 – – 149.9 153.1 154.0 – –

Residential mental health and substance abuse

facilites.............................................. 62322 143.0 147.6 147.2 – – 198.0 205.8 206.5 – –

Community care facilities for the elderly. . . . . . . . . . . . . .. 6233 160.6 163.5 163.0 – – 210.3 217.5 217.1 – –

Continuing care retirement communities. . . . . . . . . . .. 623311 193.2 195.6 195.0 – – 256.6 263.8 263.0 – –

Assisted living facilities for the elderly............... 623312 132.9 137.2 136.0 – – 166.7 174.7 174.5 – –

Other residential care facilities.......................... 6239 92.5 94.1 93.7 – – 119.1 122.9 122.3 – –

Social assistance............................................. 624 154.1 158.6 158.9 – – 200.7 212.0 212.9 – –

Individual and family services............................. 6241 206.7 212.2 212.4 – – 259.1 274.7 276.6 – –

Child and youth services................................ 62411 124.3 124.2 125.5 – – 167.6 174.6 176.4 – –

Services for the elderly and persons with

disabilities............................................. 62412 264.8 270.6 271.4 – – 336.9 354.9 361.3 – –

Other individual and family services.................... 62419 131.4 137.7 137.3 – – 183.9 196.4 194.9 – –

Emergency and other relief services...................... 6242 123.3 125.9 128.3 – – 172.0 181.0 184.4 – –

Vocational rehabilitation services......................... 6243 88.3 89.4 88.8 – – 119.2 118.9 118.1 – –

Child day care services.................................... 6244 119.7 126.2 126.4 – – 157.1 170.3 169.7 – –

Leisure and hospitality............................................ 123.2 125.0 124.6 125.1 0.4 174.2 183.4 183.1 184.6 0.8

Arts, entertainment, and recreation............................ 71 114.3 115.8 115.0 – – 154.3 162.3 162.1 – –

Performing arts and spectator sports. . . . . . . . . . . . . . . . . . . . . .. 711 123.4 125.0 126.3 – – 169.6 187.6 192.0 – –

Performing arts companies................................ 7111 106.4 103.8 102.0 – – 177.4 195.9 196.6 – –

Spectator sports............................................ 7112 111.0 108.0 108.6 – – 134.3 149.3 150.7 – –

Arts and sports promoters and agents and managers

for public figures......................................... 7113,4 176.2 191.0 202.6 – – 218.4 251.7 263.7 – –

Independent artists, writers, and performers. . . . . . . . . . . .. 7115 124.7 131.7 124.3 – – 202.8 201.1 194.7 – –

Museums, historical sites, and similar institutions. . . . . . . . .. 712 124.1 129.0 126.2 – – 164.3 177.7 174.4 – –

See footnotes at end of table.

9
ESTABLISHMENT DATA

Table B-9a. Indexes of aggregate weekly hours and payrolls for production and nonsupervisory employees on

private nonfarm payrolls by industry sector, seasonally adjusted1 — Continued

[2002=100]

Industry

2012

NAICS

code

Index of aggregate weekly hours2

Index of aggregate weekly payrolls3

Sept.

2015

July

2016

Aug.

2016p

Sept.

2016p

Percent

change from:

Aug.2016 -

Sept.2016p

Sept.

2015

July

2016

Aug.

2016p

Sept.

2016p

Percent

change from:

Aug.2016 -

Sept.2016p

Museums................................................... 71211 114.4 119.7 119.0 – – 144.9 166.0 164.2 – –

Historical sites and other similar institutions. . . . . . . . . . . .. 71212,3,9 138.3 143.6 140.3 – – 202.9 204.9 202.5 – –

Amusements, gambling, and recreation..................... 713 110.7 111.1 109.9 – – 146.1 148.6 147.7 – –

Gambling industries........................................ 7132 95.9 97.5 96.4 – – 141.7 148.7 146.6 – –

Golf courses and country clubs........................... 71391 116.9 119.1 117.7 – – 152.9 161.4 160.6 – –

Skiing facilities............................................. 71392 172.1 161.5 163.3 – – 258.6 272.9 273.3 – –

Marinas..................................................... 71393 104.9 104.0 105.0 – – 147.0 153.4 154.7 – –

Fitness and recreational sports centers. . . . . . . . . . . . . . . . .. 71394 102.1 98.9 98.5 – – 120.8 124.0 124.0 – –

Bowling centers............................................ 71395 75.3 74.4 73.3 – – 97.8 99.8 100.4 – –

Accommodation and food services............................ 72 124.8 126.2 126.4 – – 179.3 188.1 188.5 – –

Accommodation............................................... 721 107.3 107.9 107.1 – – 149.1 153.4 152.2 – –

Traveler accommodation.................................. 7211 106.6 106.7 106.3 – – 148.6 151.9 151.3 – –

Hotels and motels, except casino hotels............... 72111 110.3 110.8 110.5 – – 155.6 159.7 158.7 – –

RV parks and recreational camps. . . . . . . . . . . . . . . . . . . . . . .. 7212 139.5 151.4 142.0 – – 182.2 211.8 193.1 – –

Food services and drinking places.......................... 722 128.8 131.0 130.8 – – 188.4 199.4 199.5 – –

Special food services...................................... 7223 128.4 121.8 124.9 – – 181.5 175.5 179.6 – –

Food service contractors................................ 72231 130.8 119.6 123.7 – – 180.5 166.9 171.6 – –

Caterers and mobile food services..................... 72232,3 117.4 127.7 126.5 – – 179.3 205.2 206.5 – –

Drinking places, alcoholic beverages..................... 7224 91.3 96.1 94.6 – – 146.3 167.4 167.2 – –

Restaurants and other eating places..................... 7225 130.3 133.0 133.3 – – 190.5 202.5 203.5 – –

Full-service restaurants................................. 722511 127.9 129.3 129.7 – – 196.7 208.0 208.8 – –

Limited-service restaurants............................. 722513 131.1 135.1 135.4 – – 178.6 191.5 193.0 – –

Cafeterias, grill buffets, and buffets. . . . . . . . . . . . . . . . . . .. 722514 84.5 82.7 80.2 – – 109.8 109.6 105.8 – –

Snack and nonalcoholic beverage bars................ 722515 184.6 192.1 192.5 – – 257.0 275.4 277.5 – –

Other services..................................................... 81 100.5 102.4 102.5 102.9 0.4 140.0 143.6 143.9 144.7 0.6

Repair and maintenance....................................... 811 105.6 106.6 106.3 – – 141.0 143.6 143.0 – –

Automotive repair and maintenance......................... 8111 101.8 104.6 105.5 – – 134.2 139.5 140.6 – –

Automotive mechanical and electrical repair. . . . . . . . . . . .. 81111 102.6 103.1 104.1 – – 134.1 137.0 138.1 – –

General automotive repair.............................. 811111 114.7 115.5 117.0 – – 147.7 150.8 152.7 – –

Automotive body, interior, and glass repair. . . . . . . . . . . . .. 81112 100.0 102.8 104.2 – – 135.1 139.3 140.9 – –

Other automotive repair and maintenance. . . . . . . . . . . . . .. 81119 103.7 110.7 110.4 – – 135.3 148.9 148.5 – –

Car washes.............................................. 811192 107.8 117.5 117.7 – – 141.5 160.3 160.6 – –

Auto oil change shops and all other auto repair and

maintenance........................................... 811191,8 97.2 101.4 99.5 – – 127.7 136.1 133.6 – –

Electronic equipment repair and maintenance.............. 8112 99.7 93.8 91.3 – – 129.7 122.3 120.2 – –

Computer and office machine repair...................... 811212 89.8 80.4 78.8 – – 114.9 102.8 102.4 – –

Miscellaneous electronic equipment repair and

maintenance............................................. 811211,3,9107.1 104.1 101.3 – – 139.8 136.7 133.9 – –

Commercial machinery repair and maintenance. . . . . . . . . .. 8113 141.4 136.3 134.1 – – 193.5 191.6 188.0 – –

Household goods repair and maintenance. . . . . . . . . . . . . . . .. 8114 85.6 82.5 78.4 – – 107.2 100.6 95.9 – –

Personal and laundry services................................. 812 102.7 106.2 105.7 – – 138.8 145.9 146.5 – –

Personal care services....................................... 8121 117.6 123.1 122.9 – – 172.3 180.7 182.8 – –

Hair, nail, and skin care services......................... 81211 107.5 113.4 112.4 – – 151.7 162.8 161.6 – –

Other personal care services.............................. 81219 195.8 202.7 205.6 – – 345.4 342.5 361.3 – –

Death care services.......................................... 8122 89.3 91.8 92.9 – – 117.3 125.9 128.2 – –

Drycleaning and laundry services........................... 8123 78.4 80.4 79.5 – – 98.2 105.4 105.3 – –

Coin-operated laundries and drycleaners. . . . . . . . . . . . . . .. 81231 72.6 80.3 81.1 – – 86.3 99.8 101.0 – –

Drycleaning and laundry services, except

coin-operated............................................ 81232 63.4 64.4 63.8 – – 81.2 86.1 85.6 – –

Linen and uniform supply.................................. 81233 99.7 101.2 100.1 – – 118.1 124.9 125.9 – –

Other personal services...................................... 8129 124.3 126.5 124.6 – – 150.8 153.4 151.5 – –

Pet care services, except veterinary...................... 81291 296.6 307.6 299.0 – – 332.0 338.9 332.8 – –

Parking lots and garages.................................. 81293 132.2 130.1 129.5 – – 161.5 164.5 164.2 – –

Membership associations and organizations.................. 813 97.2 99.0 99.1 – – 140.1 143.1 143.3 – –

Grantmaking and giving services............................ 8132 139.8 140.8 140.0 – – 263.8 252.6 251.7 – –

Grantmaking foundations.................................. 813211 243.0 248.8 250.3 – – 458.0 442.5 447.4 – –

Social advocacy organizations............................... 8133 115.2 120.8 120.8 – – 173.4 187.9 191.2 – –

See footnotes at end of table.

10
ESTABLISHMENT DATA

Table B-9a. Indexes of aggregate weekly hours and payrolls for production and nonsupervisory employees on

private nonfarm payrolls by industry sector, seasonally adjusted1 — Continued

[2002=100]

Industry

2012

NAICS

code

Index of aggregate weekly hours2

Index of aggregate weekly payrolls3

Sept.

2015

July

2016

Aug.

2016p

Sept.

2016p

Percent

change from:

Aug.2016 -

Sept.2016p

Sept.

2015

July

2016

Aug.

2016p

Sept.

2016p

Percent

change from:

Aug.2016 -

Sept.2016p

Human rights organizations............................... 813311 106.3 110.1 109.6 – – 146.3 156.5 158.3 – –

Environment, conservation, and other social advocacy

organizations............................................. 813312,9 117.0 124.4 124.1 – – 181.8 199.0 202.5 – –

Civic and social organizations............................... 8134 79.7 79.8 80.6 – – 102.3 105.9 107.2 – –

Professional and similar organizations...................... 8139 92.9 99.8 101.4 – – 135.4 146.4 147.2 – –

Business associations..................................... 81391 92.8 99.4 101.0 – – 135.9 148.7 148.8 – –

Professional organizations................................ 81392 135.9 135.8 136.9 – – 208.4 208.7 208.7 – –

Labor unions and similar labor organizations. . . . . . . . . . .. 81393 73.9 77.5 80.9 – – 104.7 108.7 111.8 – –

Miscellaneous professional and similar organizations. .. 81394,9 92.3 104.4 105.0 – – 140.1 166.2 164.0 – –

1 Data relate to production employees in mining and logging and manufacturing, construction employees in construction, and nonsupervisory employees in the

service-providing industries. These groups account for approximately four-fifths of the total employment on private nonfarm payrolls.

2 The indexes of aggregate weekly hours are calculated by dividing the current month’s estimates of aggregate hours by the corresponding 2002 annual

average aggregate hours. Aggregate hours estimates are the product of estimates of average weekly hours and employment.

3 The indexes of aggregate weekly payrolls are calculated by dividing the current month’s estimates of aggregate weekly payrolls by the corresponding 2002

annual average aggregate weekly payrolls. Aggregate payrolls estimates are the product of estimates of average hourly earnings, average weekly hours, and

employment.

4

Includes motor vehicles, motor vehicle bodies and trailers, and motor vehicle parts.

5

Includes ambulatory health care services, hospitals, and nursing and residential care facilities.

p Preliminary

11