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

Oct.

2015

Aug.

2016

Sept.

2016p

Oct.

2016p

Percent

change from:

Sept.2016 -

Oct.2016p

Oct.

2015

Aug.

2016

Sept.

2016p

Oct.

2016p

Percent

change from:

Sept.2016 -

Oct.2016p

Total private.......................................................... 111.6 112.8 113.0 113.1 0.1 158.2 163.0 163.7 164.2 0.3

Goods-producing.................................................. 89.6 88.5 88.8 88.7 -0.1 121.5 123.0 123.6 123.8 0.2

Mining and logging.............................................. 137.8 114.1 115.1 115.1 0.0 213.5 179.3 181.0 181.0 0.0

Logging........................................................ 1133 79.4 72.4 74.4 – – 112.5 104.3 105.2 – –

Mining......................................................... 21 145.6 119.8 120.2 – – 224.7 188.0 189.0 – –

Oil and gas extraction..................................... 211 170.9 140.7 142.0 – – 278.7 249.1 251.5 – –

Mining, except oil and gas................................ 212 93.5 85.4 85.0 – – 134.1 121.7 121.4 – –

Coal mining.............................................. 2121 83.3 69.7 69.8 – – 123.7 100.3 100.7 – –

Stone mining and quarrying............................ 21231 84.4 82.1 83.8 – – 111.2 112.2 114.9 – –

Crushed and broken limestone mining. . . . . . . . . . . . .. 212312 78.7 75.1 77.2 – – 111.6 107.3 109.1 – –

Other stone mining and quarrying. . . . . . . . . . . . . . . . . .. 212311,3,9 92.5 90.8 91.5 – – 111.3 117.4 121.2 – –

Support activities for mining............................... 213 195.4 151.9 152.8 – – 323.6 250.0 251.9 – –

Support activities for oil and gas operations........... 213112 214.3 165.5 165.3 – – 396.8 298.7 299.5 – –

Construction..................................................... 23 99.2 98.9 100.0 99.9 -0.1 136.0 139.6 141.6 141.6 0.0

Construction of buildings..................................... 236 88.7 89.2 89.2 – – 124.6 129.3 128.9 – –

Residential building........................................ 2361 85.8 86.5 87.9 – – 119.0 122.3 124.6 – –

New single-family general contractors. . . . . . . . . . . . . . . .. 236115 65.8 67.0 66.9 – – 93.9 95.5 95.4 – –

Residential remodelers.................................. 236118 121.0 123.6 126.5 – – 157.9 168.2 175.3 – –

Nonresidential building..................................... 2362 90.7 91.6 91.0 – – 128.2 135.1 133.3 – –

Industrial building........................................ 23621 80.4 81.6 78.6 – – 118.1 123.2 117.5 – –

Commercial building..................................... 23622 94.9 95.2 95.8 – – 132.3 139.1 138.9 – –

Heavy and civil engineering construction................... 237 104.2 96.0 98.4 – – 155.8 146.5 151.4 – –

Utility system construction................................. 2371 127.7 116.3 119.3 – – 200.8 186.8 193.5 – –

Water and sewer system construction. . . . . . . . . . . . . . . .. 23711 90.7 89.5 92.7 – – 125.0 126.3 130.5 – –

Oil and gas pipeline construction....................... 23712 182.6 147.8 150.5 – – 321.2 270.1 280.5 – –

Power and communication system construction....... 23713 141.4 131.8 132.0 – – 228.4 217.7 219.1 – –

Land subdivision........................................... 2372 21.1 22.1 23.2 – – 35.9 43.3 45.4 – –

Highway, street, and bridge construction................. 2373 95.6 92.3 94.1 – – 131.9 129.3 132.5 – –

Other heavy construction.................................. 2379 91.2 82.5 81.8 – – 132.3 122.2 124.9 – –

Specialty trade contractors................................... 238 100.2 101.9 103.2 – – 132.8 139.4 141.8 – –

Building foundation and exterior contractors. . . . . . . . . . . .. 2381 93.0 94.9 97.4 – – 123.1 126.7 130.5 – –

Poured concrete structure contractors. . . . . . . . . . . . . . . .. 23811 107.7 110.5 113.1 – – 153.4 161.7 165.6 – –

Steel and precast concrete contractors. . . . . . . . . . . . . . .. 23812 93.5 92.6 96.7 – – 134.6 123.0 133.2 – –

Framing contractors..................................... 23813 65.6 60.6 62.6 – – 79.0 72.6 75.7 – –

Masonry contractors..................................... 23814 71.8 70.8 71.7 – – 93.9 90.3 92.1 – –

Glass and glazing contractors.......................... 23815 111.2 121.9 122.6 – – 138.8 163.7 162.4 – –

Roofing contractors...................................... 23816 115.5 113.2 117.7 – – 148.6 153.6 160.6 – –

Siding contractors....................................... 23817 114.7 114.4 109.5 – – 180.3 200.0 183.0 – –

Other building exterior contractors. . . . . . . . . . . . . . . . . . . .. 23819 138.1 146.7 146.3 – – 175.4 180.8 178.4 – –

Building equipment contractors........................... 2382 105.0 110.9 110.8 – – 138.1 151.4 151.8 – –

Electrical contractors.................................... 23821 93.7 100.7 101.0 – – 125.9 140.5 141.4 – –

Plumbing and HVAC contractors....................... 23822 114.2 119.7 118.8 – – 149.0 160.4 160.1 – –

Other building equipment contractors.................. 23829 134.1 133.6 136.8 – – 162.3 179.3 184.1 – –

Building finishing contractors.............................. 2383 88.3 86.5 86.7 – – 118.2 118.0 118.9 – –

Drywall and insulation contractors...................... 23831 75.4 72.3 73.6 – – 102.4 101.6 104.4 – –

Painting and wall covering contractors................. 23832 91.4 91.9 92.0 – – 115.2 116.8 117.8 – –

Flooring contractors..................................... 23833 89.6 88.2 88.5 – – 122.7 118.2 119.5 – –

Tile and terrazzo contractors........................... 23834 124.0 106.4 105.6 – – 178.6 156.8 150.8 – –

Finish carpentry contractors............................ 23835 92.5 98.7 102.6 – – 126.8 138.7 143.8 – –

Other building finishing contractors..................... 23839 102.9 103.2 106.7 – – 144.6 155.1 163.6 – –

Other specialty trade contractors......................... 2389 115.2 107.3 108.5 – – 153.1 149.3 152.1 – –

Site preparation contractors............................ 23891 114.9 107.5 110.1 – – 149.7 149.0 154.2 – –

All other specialty trade contractors.................... 23899 114.6 105.7 107.1 – – 155.9 146.9 149.4 – –

Manufacturing................................................... 82.9 82.5 82.2 82.5 0.4 108.8 110.9 110.6 111.3 0.6

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

Oct.

2015

Aug.

2016

Sept.

2016p

Oct.

2016p

Percent

change from:

Sept.2016 -

Oct.2016p

Oct.

2015

Aug.

2016

Sept.

2016p

Oct.

2016p

Percent

change from:

Sept.2016 -

Oct.2016p

Durable goods................................................ 84.0 83.6 83.3 83.5 0.2 110.6 112.6 112.2 112.5 0.3

Wood products............................................. 321 70.5 69.4 69.4 69.8 0.6 94.2 95.3 95.9 96.4 0.5

Sawmills and wood preservation....................... 3211 73.3 71.8 71.8 – – 94.7 97.2 97.8 – –

Plywood and engineered wood products. . . . . . . . . . . . .. 3212 72.4 69.8 70.7 – – 99.5 98.1 100.2 – –

Other wood products.................................... 3219 68.2 68.2 67.8 – – 91.3 93.2 93.0 – –

Millwork................................................ 32191 66.8 64.6 63.8 – – 88.1 87.0 85.8 – –

Wood windows and doors......................... 321911 61.8 61.9 61.7 – – 89.7 90.7 89.7 – –

Cut stock, resawing lumber, planing, and other

millwork, including flooring....................... 321912,8 71.3 66.5 65.7 – – 86.9 82.8 82.3 – –

Wood containers and pallets......................... 32192 88.6 89.2 88.5 – – 127.4 135.2 134.0 – –

All other wood products.............................. 32199 57.4 60.5 59.6 – – 76.6 80.6 81.2 – –

Nonmetallic mineral products............................. 327 75.8 74.1 74.4 74.7 0.4 98.6 97.6 98.1 98.1 0.0

Cement and concrete products......................... 3273 79.2 81.4 81.6 – – 108.5 108.0 107.5 – –

Ready-mix concrete................................... 32732 80.3 74.6 74.6 – – 110.1 97.2 97.0 – –

Other cement and concrete products................ 32731,3,9 83.2 88.2 90.2 – – 114.8 121.4 122.6 – –

Primary metals............................................. 331 78.0 75.5 74.4 75.0 0.8 99.3 99.0 98.9 98.9 0.0

Foundries................................................ 3315 69.0 63.0 62.8 – – 86.1 81.0 81.0 – –

Fabricated metal products................................. 332 95.4 93.2 93.4 93.7 0.3 124.8 125.4 125.8 126.8 0.8

Forging and stamping................................... 3321 91.3 91.5 93.1 – – 114.7 120.8 123.9 – –

Architectural and structural metals..................... 3323 96.7 95.6 95.8 – – 126.2 126.6 127.3 – –

Plate work and fabricated structural products. . . . . .. 33231 98.2 95.2 94.3 – – 134.1 131.5 130.1 – –

Fabricated structural metal products. . . . . . . . . . . . .. 332312 101.6 100.1 99.4 – – 142.0 138.2 138.6 – –

Ornamental and architectural metal products. . . . . .. 33232 95.7 96.3 97.8 – – 120.1 123.3 125.8 – –

Sheet metal work................................... 332322 113.9 111.6 113.0 – – 139.3 139.8 141.7 – –

Boilers, tanks, and shipping containers. . . . . . . . . . . . . . .. 3324 115.1 97.8 97.0 – – 148.4 131.4 129.8 – –

Machine shops and threaded products. . . . . . . . . . . . . . .. 3327 115.3 112.6 112.9 – – 146.3 146.4 147.4 – –

Machine shops........................................ 33271 122.3 120.4 120.8 – – 156.5 158.7 159.9 – –

Turned products and screws, nuts, and bolts. . . . . .. 33272 98.5 93.3 94.1 – – 120.1 113.9 116.2 – –

Coating, engraving, and heat treating metals.......... 3328 90.7 90.8 90.3 – – 121.5 122.1 122.0 – –

Metal heat treating and coating and nonprecious

engraving........................................... 332811,2 114.4 111.6 110.5 – – 150.7 147.8 146.4 – –

Electroplating, anodizing, and coloring metals. . . . .. 332813 71.1 72.9 73.4 – – 96.1 99.0 100.1 – –

Other fabricated metal products........................ 3329 94.2 92.9 93.4 – – 125.9 130.2 131.4 – –

Metal valves........................................... 33291 86.1 81.5 80.5 – – 120.4 118.5 119.1 – –

All other fabricated metal products. . . . . . . . . . . . . . . . .. 33299 98.7 98.7 100.1 – – 129.3 136.1 137.6 – –

Machinery.................................................. 333 92.1 91.3 90.9 91.0 0.1 124.0 126.1 125.4 125.9 0.4

Agricultural, construction, and mining machinery. . . . .. 3331 111.7 104.6 104.8 – – 158.2 150.7 149.6 – –

Farm machinery and equipment..................... 333111 98.5 90.5 94.2 – – 132.6 130.7 133.5 – –

Industrial machinery..................................... 3332 88.5 91.3 90.8 – – 128.2 129.6 129.6 – –

Commercial and service industry machinery. . . . . . . . .. 3333 72.9 74.7 76.2 – – 114.2 116.8 116.5 – –

HVAC and commercial refrigeration equipment. . . . . .. 3334 83.4 85.5 85.5 – – 109.7 117.3 116.9 – –

Metalworking machinery................................ 3335 88.1 85.4 84.7 – – 109.3 111.8 110.9 – –

Special tools, dies, jigs, and fixtures................. 333514 82.6 77.2 77.4 – – 106.4 103.3 103.3 – –

Turbine and power transmission equipment. . . . . . . . . .. 3336 80.5 80.0 78.9 – – 93.3 101.3 102.3 – –

Other general purpose machinery...................... 3339 101.2 103.2 100.9 – – 138.9 143.8 141.0 – –

Computer and electronic products........................ 334 82.2 82.2 81.6 82.9 1.6 118.7 123.9 123.7 126.5 2.3

Communications equipment............................ 3342 53.2 56.7 56.9 – – 70.3 72.6 72.2 – –

Semiconductors and electronic components........... 3344 72.8 71.2 71.3 – – 99.3 99.5 100.8 – –

Semiconductors and related devices. . . . . . . . . . . . . . .. 334413 71.2 71.9 74.8 – – 120.8 118.7 122.6 – –

Electronic connectors and misc. electronic

components......................................... 334416,7,9 76.9 68.3 67.3 – – 96.9 95.1 94.8 – –

Electronic instruments................................... 3345 125.5 125.0 124.6 – – 207.1 213.3 213.1 – –

Electrical equipment and appliances...................... 335 78.3 78.8 78.5 77.6 -1.1 106.1 108.7 109.2 108.1 -1.0

Electrical equipment..................................... 3353 91.4 87.3 85.4 – – 118.7 121.9 120.6 – –

Other electrical equipment and components........... 3359 88.2 87.3 88.0 – – 122.3 120.6 123.6 – –

Transportation equipment................................. 336 88.8 89.6 89.0 88.5 -0.6 107.8 109.1 107.4 106.5 -0.8

Motor vehicles and parts4

............................... 3361,2,3 79.5 81.9 81.4 81.1 -0.4 80.9 84.8 83.2 81.8 -1.7

Motor vehicles........................................... 3361 75.1 79.4 79.3 – – 75.5 85.2 82.3 – –

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

Oct.

2015

Aug.

2016

Sept.

2016p

Oct.

2016p

Percent

change from:

Sept.2016 -

Oct.2016p

Oct.

2015

Aug.

2016

Sept.

2016p

Oct.

2016p

Percent

change from:

Sept.2016 -

Oct.2016p

Motor vehicle bodies and trailers....................... 3362 105.5 105.1 103.2 – – 118.8 117.1 115.1 – –

Motor vehicle parts...................................... 3363 76.5 78.6 77.8 – – 78.4 79.6 78.1 – –

Motor vehicle gasoline engine and parts. . . . . . . . . . .. 33631 73.3 71.1 71.1 – – 84.2 77.4 76.6 – –

Motor vehicle power train components. . . . . . . . . . . . .. 33635 81.7 88.7 87.9 – – 79.3 86.7 85.3 – –

Motor vehicle metal stamping........................ 33637 82.2 83.3 81.5 – – 79.7 83.2 79.6 – –

All other motor vehicle parts......................... 33639 85.8 85.9 85.3 – – 96.7 94.2 93.4 – –

Aerospace products and parts.......................... 3364 127.4 126.5 125.3 – – 212.0 208.3 204.7 – –

Aircraft................................................. 336411 121.2 120.1 119.6 – – 185.6 184.5 181.7 – –

Furniture and related products............................ 337 61.5 60.9 60.4 61.2 1.3 79.2 81.6 81.4 83.0 2.0

Household and institutional furniture................... 3371 58.3 58.3 58.3 – – 75.6 78.4 79.2 – –

Wood kitchen cabinets and countertops............. 33711 71.8 73.1 74.2 – – 92.2 97.7 100.0 – –

Other household and institutional furniture. . . . . . . . .. 33712 50.2 49.8 49.1 – – 64.8 66.4 66.1 – –

Upholstered household furniture................... 337121 71.6 74.0 71.6 – – 84.2 92.2 91.4 – –

Miscellaneous durable goods manufacturing............. 339 84.4 86.9 87.4 87.3 -0.1 117.9 124.7 125.6 125.3 -0.2

Medical equipment and supplies....................... 3391 106.3 112.1 113.5 – – 144.7 158.9 160.8 – –

Surgical appliances and supplies.................... 339113 113.6 106.3 106.6 – – 155.3 140.9 139.6 – –

Dental laboratories.................................... 339116 80.5 77.5 80.2 – – 112.4 109.1 114.4 – –

Other miscellaneous durable goods manufacturing. .. 3399 68.6 68.7 68.2 – – 96.4 97.3 97.1 – –

Signs................................................... 33995 95.8 90.4 87.4 – – 124.7 119.6 115.2 – –

All other miscellaneous durable goods

manufacturing....................................... 33993,4,9 67.4 69.1 70.0 – – 97.7 100.9 103.3 – –

Nondurable goods............................................ 81.1 80.6 80.6 80.8 0.2 105.4 107.8 108.0 108.8 0.7

Food manufacturing........................................ 311 101.8 103.6 102.6 102.4 -0.2 130.9 137.0 136.4 136.8 0.3

Sugar and confectionery products...................... 3113 79.7 76.3 74.6 – – 86.7 86.2 84.5 – –

Fruit and vegetable preserving and specialty.......... 3114 87.1 92.3 88.3 – – 112.1 121.8 117.0 – –

Frozen food........................................... 31141 86.6 93.6 91.6 – – 117.2 127.6 125.4 – –

Fruit and vegetable canning and drying. . . . . . . . . . . .. 31142 88.5 92.8 85.5 – – 108.2 119.9 110.3 – –

Dairy products........................................... 3115 108.6 113.1 111.1 – – 149.2 157.2 156.4 – –

Animal slaughtering and processing. . . . . . . . . . . . . . . . . .. 3116 100.0 100.0 99.3 – – 131.2 133.4 132.8 – –

Poultry processing.................................... 311615 98.4 98.9 98.9 – – 130.3 131.2 130.2 – –

Seafood product preparation and packaging. . . . . . . . .. 3117 83.6 104.8 102.5 – – 124.5 152.2 146.6 – –

Bakeries and tortilla manufacturing..................... 3118 104.7 101.9 101.1 – – 134.8 134.2 134.4 – –

Textile mills................................................. 313 38.4 37.0 37.4 37.7 0.8 48.8 49.6 49.6 50.5 1.8

Textile product mills........................................ 314 52.4 52.9 53.9 52.3 -3.0 64.2 66.6 68.3 65.7 -3.8

Apparel..................................................... 315 37.0 34.1 34.6 34.1 -1.4 55.5 50.8 51.6 50.6 -1.9

Paper and paper products................................. 322 67.7 66.6 66.4 67.1 1.1 87.6 86.4 85.6 86.8 1.4

Pulp, paper, and paperboard mills. . . . . . . . . . . . . . . . . . . .. 3221 64.4 60.3 60.0 – – 82.1 77.9 76.4 – –

Converted paper products.............................. 3222 69.2 69.4 69.4 – – 91.2 92.1 91.9 – –

Paperboard containers................................ 32221 69.7 70.6 70.4 – – 90.7 92.1 92.0 – –

Corrugated and solid fiber boxes.................. 322211 68.5 69.7 69.0 – – 83.3 88.8 89.5 – –

Paper bags and coated and treated paper. . . . . . . . .. 32222 72.7 68.8 70.2 – – 94.2 91.8 94.4 – –

Printing and related support activities. . . . . . . . . . . . . . . . . . .. 323 65.2 63.0 63.2 63.5 0.5 80.5 79.4 78.9 79.1 0.3

Petroleum and coal products.............................. 324 103.6 102.4 103.2 103.3 0.1 169.6 175.8 179.4 177.6 -1.0

Chemicals.................................................. 325 97.7 96.6 97.0 98.2 1.2 119.2 124.4 124.6 127.5 2.3

Basic chemicals......................................... 3251 91.7 88.0 87.5 – – 112.4 112.3 113.9 – –

Resin, rubber, and artificial fibers. . . . . . . . . . . . . . . . . . . . .. 3252 85.6 83.3 80.9 – – 111.5 117.3 114.5 – –

Pharmaceuticals and medicines........................ 3254 127.4 128.3 128.6 – – 163.3 162.5 161.6 – –

Soaps, cleaning compounds, and toiletries. . . . . . . . . . .. 3256 92.1 88.2 89.3 – – 109.6 105.9 106.0 – –

Plastics and rubber products.............................. 326 84.0 83.0 83.4 83.3 -0.1 105.1 105.4 106.4 106.6 0.2

Plastics products........................................ 3261 86.6 85.1 85.1 – – 113.9 113.4 114.7 – –

Plastics packaging materials, film, and sheet. . . . . .. 32611 103.9 105.1 102.0 – – 124.7 127.7 125.9 – –

Foam products........................................ 32614,5 104.3 107.7 107.7 – – 128.5 139.5 142.1 – –

Other plastics products............................... 32619 79.4 76.7 77.1 – – 108.6 106.4 107.4 – –

Rubber products......................................... 3262 75.2 76.5 77.4 – – 80.4 83.8 83.9 – –

Miscellaneous nondurable goods manufacturing. . . . . . .. 312,6 95.4 94.6 97.0 95.7 -1.3 113.7 117.2 119.7 120.4 0.6

Private service-providing............................................ 117.6 119.3 119.8 120.0 0.2 169.5 175.0 176.3 176.9 0.3

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

Oct.

2015

Aug.

2016

Sept.

2016p

Oct.

2016p

Percent

change from:

Sept.2016 -

Oct.2016p

Oct.

2015

Aug.

2016

Sept.

2016p

Oct.

2016p

Percent

change from:

Sept.2016 -

Oct.2016p

Trade, transportation, and utilities................................ 106.4 107.0 107.1 107.5 0.4 142.8 145.0 145.7 146.3 0.4

Wholesale trade................................................. 42 107.1 107.8 108.3 109.0 0.6 150.1 153.9 155.5 156.5 0.6

Durable goods................................................ 423 99.7 100.7 101.0 – – 133.3 138.5 139.8 – –

Motor vehicles and parts.................................. 4231 99.4 100.7 101.5 – – 134.4 130.2 131.0 – –

Motor vehicles........................................... 42311 97.1 98.4 99.4 – – 129.4 127.7 126.8 – –

New motor vehicle parts................................ 42312 95.1 96.5 96.3 – – 131.0 126.6 127.7 – –

Furniture and furnishings.................................. 4232 89.2 90.2 88.4 – – 106.0 113.7 112.9 – –

Lumber and construction supplies........................ 4233 93.2 101.1 100.7 – – 128.6 142.1 144.0 – –

Lumber and wood....................................... 42331 83.0 89.8 89.6 – – 114.3 131.5 132.1 – –

Masonry materials....................................... 42332 102.6 101.8 103.3 – – 132.8 135.6 139.4 – –

Roofing, siding, and other construction materials. . . .. 42333,9 109.1 128.1 126.7 – – 161.3 176.3 178.5 – –

Commercial equipment.................................... 4234 93.1 95.0 94.0 – – 118.7 129.6 131.0 – –

Office equipment........................................ 42342 71.2 70.4 70.3 – – 97.6 101.1 102.7 – –

Computer and software................................. 42343 78.9 83.7 81.4 – – 96.4 112.1 110.2 – –

Medical equipment...................................... 42345 129.0 126.0 126.9 – – 175.5 180.4 187.7 – –

Miscellaneous professional and commercial

equipment............................................. 42341,4,6,9104.8 110.5 110.2 – – 147.4 163.0 164.8 – –

Metals and minerals....................................... 4235 101.0 98.4 99.6 – – 140.1 136.7 140.0 – –

Electric goods.............................................. 4236 93.5 95.1 95.6 – – 126.0 131.1 132.6 – –

Electrical equipment and wiring. . . . . . . . . . . . . . . . . . . . . . .. 42361 106.4 106.8 106.9 – – 143.7 149.9 150.6 – –

Electric appliances and other electronic parts. . . . . . . .. 42362,9 82.4 85.6 86.2 – – 111.4 116.2 118.0 – –

Hardware and plumbing................................... 4237 106.7 107.6 109.4 – – 149.6 158.0 159.5 – –

Hardware................................................. 42371 107.8 109.6 109.4 – – 162.4 166.3 166.7 – –

Plumbing equipment..................................... 42372 107.9 113.9 118.4 – – 160.6 175.5 181.4 – –

HVAC and refrigeration equipment..................... 42373,4 103.7 98.3 99.1 – – 128.4 133.2 133.2 – –

Machinery and supplies................................... 4238 105.5 105.4 106.3 – – 143.9 148.5 149.9 – –

Construction equipment................................. 42381 107.8 107.6 112.8 – – 136.3 139.8 149.5 – –

Farm and garden equipment........................... 42382 106.2 106.4 106.6 – – 158.1 169.8 170.2 – –

Industrial machinery..................................... 42383 104.4 103.2 103.1 – – 145.0 148.4 147.6 – –

Industrial supplies....................................... 42384 123.8 128.2 128.8 – – 167.2 179.2 179.9 – –

Miscellaneous durable goods............................. 4239 114.8 109.5 111.1 – – 165.7 155.6 160.1 – –

Sporting goods.......................................... 42391 104.1 97.3 99.1 – – 140.6 135.8 138.3 – –

Recyclable materials.................................... 42393 114.9 111.5 112.3 – – 143.5 147.2 149.5 – –

Nondurable goods............................................ 424 106.2 106.3 107.2 – – 146.1 147.0 148.0 – –

Paper and paper products................................. 4241 83.3 82.7 83.0 – – 123.5 117.2 117.2 – –

Druggists’ goods........................................... 4242 89.7 87.1 86.5 – – 131.1 127.5 125.4 – –

Apparel and piece goods.................................. 4243 107.2 108.0 111.4 – – 147.8 146.1 150.4 – –

Grocery and related products............................. 4244 113.0 114.1 115.1 – – 151.4 155.9 156.4 – –

General line grocery..................................... 42441 109.5 112.3 112.6 – – 146.1 151.9 152.1 – –

Fruits and vegetables................................... 42448 144.1 140.1 146.1 – – 186.9 192.6 199.0 – –

Farm product raw materials............................... 4245 109.7 106.0 107.6 – – 160.8 162.9 168.1 – –

Chemicals.................................................. 4246 103.9 103.7 104.6 – – 131.8 136.5 137.3 – –

Petroleum................................................... 4247 100.6 102.4 103.0 – – 156.4 158.8 160.8 – –

Alcoholic beverages....................................... 4248 143.9 148.7 148.8 – – 190.4 193.3 194.7 – –

Misc. nondurable goods................................... 4249 95.6 96.8 98.5 – – 131.7 133.6 135.6 – –

Farm supplies............................................ 42491 109.5 107.4 109.5 – – 148.5 146.2 146.4 – –

Nursery stock and florists’ supplies. . . . . . . . . . . . . . . . . . .. 42493 69.3 78.6 82.0 – – 104.4 110.9 116.0 – –

Electronic markets and agents and brokers. . . . . . . . . . . . . . .. 425 150.0 151.5 151.6 – – 236.8 243.4 245.5 – –

Business to business electronic markets................. 42511 45.6 46.5 46.7 – – 65.5 67.2 66.6 – –

Wholesale trade agents and brokers..................... 42512 165.5 166.1 167.0 – – 255.9 261.6 265.3 – –

Retail trade...................................................... 101.2 101.8 101.6 102.0 0.4 130.2 130.8 130.8 131.2 0.3

Motor vehicle and parts dealers............................. 441 111.9 113.0 113.2 – – 135.1 136.5 136.6 – –

Automobile dealers........................................ 4411 111.2 112.3 113.1 – – 128.9 130.0 130.3 – –

New car dealers......................................... 44111 106.3 107.1 108.2 – – 122.5 123.5 124.2 – –

Used car dealers........................................ 44112 172.7 179.8 174.4 – – 237.6 245.2 234.6 – –

Other motor vehicle dealers............................... 4412 108.9 110.5 110.0 – – 146.1 151.8 150.6 – –

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

Oct.

2015

Aug.

2016

Sept.

2016p

Oct.

2016p

Percent

change from:

Sept.2016 -

Oct.2016p

Oct.

2015

Aug.

2016

Sept.

2016p

Oct.

2016p

Percent

change from:

Sept.2016 -

Oct.2016p

Auto parts, accessories, and tire stores.................. 4413 114.3 114.3 114.1 – – 155.1 155.0 156.5 – –

Automotive parts and accessories stores.............. 44131 113.3 112.2 112.2 – – 162.3 159.3 162.0 – –

Tire dealers.............................................. 44132 116.7 118.3 118.8 – – 143.2 146.7 147.3 – –

Furniture and home furnishings stores...................... 442 88.7 92.5 91.5 – – 116.6 124.4 124.6 – –

Furniture stores............................................ 4421 88.7 90.4 90.3 – – 115.1 119.3 119.1 – –

Home furnishings stores................................... 4422 89.8 95.1 93.5 – – 120.0 131.5 132.9 – –

Floor covering stores.................................... 44221 69.8 72.4 72.6 – – 96.6 103.8 108.6 – –

Other home furnishings stores.......................... 44229 105.9 113.1 111.0 – – 146.1 161.2 161.2 – –

Electronics and appliance stores............................ 443 108.0 104.6 105.3 – – 154.3 150.1 153.7 – –

Household appliance stores............................... 443141 67.3 62.9 64.5 – – 84.9 82.2 85.8 – –

Electronics stores.......................................... 443142 116.0 112.3 113.1 – – 165.2 160.8 163.0 – –

Building material and garden supply stores................. 444 95.7 98.7 98.2 – – 119.4 125.1 125.5 – –

Building material and supplies dealers. . . . . . . . . . . . . . . . . .. 4441 94.5 97.1 96.3 – – 116.9 122.3 122.2 – –

Home centers............................................ 44411 103.8 105.7 103.7 – – 122.3 128.4 126.9 – –

Hardware stores......................................... 44413 82.6 88.5 88.3 – – 106.0 119.8 119.8 – –

Lawn and garden equipment and supplies stores. . . . . .. 4442 103.5 111.3 112.8 – – 136.5 150.3 152.6 – –

Food and beverage stores................................... 445 91.8 92.3 92.0 – – 111.6 110.0 109.6 – –

Grocery stores............................................. 4451 93.2 93.8 93.2 – – 114.6 112.8 111.9 – –

Supermarkets and other grocery stores................ 44511 92.0 92.5 91.9 – – 113.3 111.0 110.2 – –

Convenience stores..................................... 44512 113.3 113.3 114.5 – – 143.9 147.3 147.5 – –

Specialty food stores...................................... 4452 77.9 77.1 77.6 – – 88.1 87.6 88.7 – –

Meat markets and fish and seafood markets. . . . . . . . .. 44521,2 94.2 92.0 93.8 – – 115.4 113.7 116.8 – –

Beer, wine, and liquor stores.............................. 4453 96.9 99.8 98.9 – – 104.6 109.0 109.1 – –

Health and personal care stores............................ 446 100.1 102.7 102.8 – – 137.4 142.6 143.7 – –

Pharmacies and drug stores.............................. 44611 95.2 96.2 95.7 – – 135.0 140.5 141.3 – –

Cosmetic and beauty supply stores. . . . . . . . . . . . . . . . . . . . .. 44612 121.2 123.2 127.3 – – 136.6 141.7 147.3 – –

Optical goods stores....................................... 44613 123.4 135.2 138.1 – – 182.7 186.5 190.0 – –

Other health and personal care stores. . . . . . . . . . . . . . . . . .. 44619 99.0 104.6 101.3 – – 128.5 130.3 125.6 – –

Gasoline stations............................................. 447 101.3 101.7 102.3 – – 130.3 134.0 135.3 – –

Gasoline stations with convenience stores............... 44711 105.5 106.1 106.9 – – 136.2 140.7 142.0 – –

Other gasoline stations.................................... 44719 79.7 78.4 80.3 – – 104.9 104.5 107.1 – –

Clothing and clothing accessories stores................... 448 92.0 91.2 91.0 – – 115.6 119.1 118.5 – –

Clothing stores............................................. 4481 91.1 89.2 89.1 – – 110.0 112.2 110.5 – –

Women’s clothing stores................................ 44812 123.4 114.0 115.2 – – 160.7 149.3 146.7 – –

Family clothing stores................................... 44814 76.5 76.1 76.5 – – 86.4 91.4 91.9 – –

Clothing accessories stores............................. 44815 141.0 120.2 124.6 – – 182.7 170.0 177.1 – –

Shoe stores................................................ 4482 115.1 116.6 117.2 – – 179.8 190.4 191.4 – –

Jewelry, luggage, and leather goods stores.............. 4483 77.8 80.1 80.5 – – 98.7 103.0 105.1 – –

Sporting goods, hobby, book, and music stores............ 451 100.0 103.7 105.1 – – 136.5 144.3 149.8 – –

Sporting goods and musical instrument stores........... 4511 115.9 118.6 123.5 – – 155.6 161.4 170.8 – –

Sporting goods stores................................... 45111 143.5 142.5 149.9 – – 189.0 188.1 202.6 – –

Hobby, toy, and game stores........................... 45112 93.3 102.7 104.8 – – 110.4 135.4 140.1 – –

Book stores and news dealers............................ 4512 55.0 52.9 50.5 – – 75.8 77.2 77.8 – –

General merchandise stores................................. 452 111.9 111.2 110.7 – – 139.3 137.2 136.5 – –

Miscellaneous store retailers................................. 453 86.0 85.2 86.1 – – 111.3 110.0 109.0 – –

Florists...................................................... 4531 47.3 45.9 49.4 – – 58.3 57.0 61.3 – –

Office supplies, stationery, and gift stores................ 4532 60.1 56.4 55.5 – – 81.5 73.0 71.0 – –

Office supplies and stationery stores................... 45321 62.6 56.2 54.7 – – 87.5 70.9 67.5 – –

Gift, novelty, and souvenir stores. . . . . . . . . . . . . . . . . . . . .. 45322 57.9 56.2 57.2 – – 75.1 75.5 77.1 – –

Used merchandise stores................................. 4533 189.8 189.6 187.5 – – 260.2 268.9 268.2 – –

Other miscellaneous store retailers....................... 4539 104.1 106.9 109.6 – – 133.3 139.7 138.2 – –

Pet and pet supplies stores............................. 45391 154.3 163.5 169.2 – – 229.0 243.1 237.1 – –

Nonstore retailers............................................. 454 120.3 119.7 119.1 – – 194.7 182.4 181.5 – –

Electronic shopping and mail-order houses. . . . . . . . . . . . .. 4541 157.1 152.0 151.3 – – 259.8 229.9 228.2 – –

Electronic shopping and electronic auctions........... 454111,2 408.2 397.5 399.3 – – 775.5 643.7 642.4 – –

Mail-order houses....................................... 454113 80.8 78.8 76.6 – – 96.5 101.3 97.4 – –

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

Oct.

2015

Aug.

2016

Sept.

2016p

Oct.

2016p

Percent

change from:

Sept.2016 -

Oct.2016p

Oct.

2015

Aug.

2016

Sept.

2016p

Oct.

2016p

Percent

change from:

Sept.2016 -

Oct.2016p

Transportation and warehousing............................... 123.0 123.2 123.8 123.3 -0.4 162.3 164.1 165.7 165.1 -0.4

Air transportation............................................. 481 70.5 72.1 72.6 – – 143.5 151.9 155.1 – –

Truck transportation.......................................... 484 119.3 117.2 117.9 – – 156.3 156.6 159.1 – –

General freight trucking.................................... 4841 113.2 113.3 114.0 – – 145.8 149.1 152.2 – –

General freight trucking, local........................... 48411 110.7 108.7 109.4 – – 145.6 144.4 146.4 – –

General freight trucking, long-distance................. 48412 114.3 114.9 115.4 – – 146.2 150.5 153.5 – –

General freight trucking, long-distance TL........... 484121 108.6 110.2 110.7 – – 143.2 146.2 149.0 – –

General freight trucking, long-distance LTL. . . . . . . .. 484122 127.8 126.8 127.8 – – 152.6 160.3 164.5 – –

Specialized freight trucking................................ 4842 134.8 127.7 128.5 – – 186.0 178.9 180.7 – –

Used household and office goods moving. . . . . . . . . . . .. 48421 90.7 86.4 85.4 – – 119.2 114.6 113.3 – –

Other specialized trucking, local........................ 48422 145.7 135.4 137.4 – – 204.7 194.6 197.4 – –

Other specialized trucking, long-distance. . . . . . . . . . . . .. 48423 153.0 150.1 148.4 – – 201.6 200.2 198.5 – –

Transit and ground passenger transportation............... 485 131.6 127.4 128.7 – – 168.2 169.0 171.3 – –

School and employee bus transportation................. 4854 119.3 121.6 123.7 – – 166.8 161.3 170.7 – –

Other ground passenger transportation. . . . . . . . . . . . . . . . .. 4859 193.4 181.8 184.4 – – 225.6 220.2 222.4 – –

Pipeline transportation....................................... 486 139.5 130.5 131.4 – – 252.7 237.2 242.7 – –

Support activities for transportation......................... 488 123.6 120.2 121.0 – – 162.5 154.1 154.8 – –

Support activities for air transportation. . . . . . . . . . . . . . . . . .. 4881 135.9 135.4 136.4 – – 166.9 160.2 160.2 – –

Airport operations........................................ 48811 130.4 135.2 136.1 – – 120.0 125.8 127.1 – –

Support activities for water transportation................ 4883 90.8 86.1 84.2 – – 149.7 127.6 124.5 – –

Support activities for road transportation................. 4884 133.9 126.9 132.2 – – 140.0 135.2 140.6 – –

Freight transportation arrangement....................... 4885 129.5 127.6 128.6 – – 178.9 179.6 182.7 – –

Support activities for other transportation, including

rail........................................................ 4882,9 122.9 113.0 115.2 – – 174.7 164.6 169.4 – –

Couriers and messengers.................................... 492 146.3 151.8 151.0 – – 171.3 182.6 182.7 – –

Warehousing and storage.................................... 493 173.9 190.6 192.0 – – 181.7 203.3 204.3 – –

General warehousing and storage........................ 49311 182.4 200.7 202.6 – – 188.5 212.5 213.5 – –

Utilities........................................................... 22 96.6 98.6 99.2 100.8 1.6 139.2 146.2 146.9 151.4 3.1

Power generation and supply................................ 2211 96.8 97.7 97.7 – – 140.8 149.1 149.2 – –

Electric power generation................................. 22111 61.7 62.0 63.2 – – 92.6 96.2 98.8 – –

Fossil fuel electric power generation................... 221112 68.8 69.5 70.0 – – 104.8 109.8 111.1 – –

Electric power transmission and distribution. . . . . . . . . . . .. 22112 151.3 153.8 151.1 – – 225.4 242.1 236.8 – –

Natural gas distribution....................................... 2212 93.7 93.8 96.3 – – 132.1 132.8 134.7 – –

Water, sewage and other systems.......................... 2213 106.8 120.7 124.6 – – 149.1 154.5 161.7 – –

Information......................................................... 51 91.1 90.9 91.0 91.1 0.1 131.3 136.1 136.9 137.3 0.3

Publishing industries, except Internet.......................... 511 100.4 100.0 99.4 – – 159.5 161.5 161.1 – –

Newspaper, book, and directory publishers................. 5111 85.2 80.6 80.0 – – 131.1 120.8 119.2 – –

Newspaper publishers..................................... 51111 80.0 75.1 74.2 – – 104.1 99.6 97.9 – –

Periodical publishers....................................... 51112 103.3 96.6 95.5 – – 169.3 158.3 156.0 – –

Software publishers.......................................... 5112 125.7 130.8 131.1 – – 183.2 193.8 196.1 – –

Motion picture and sound recording industries................ 512 85.2 85.2 86.7 – – 91.6 93.5 96.4 – –

Broadcasting, except Internet.................................. 515 86.1 86.1 85.5 – – 134.3 132.2 133.2 – –

Radio broadcasting........................................... 51511 89.1 89.0 88.7 – – 155.3 145.7 147.2 – –

Telecommunications............................................ 517 74.2 72.5 72.4 – – 97.4 104.6 104.4 – –

Wired telecommunications carriers.......................... 5171 83.8 82.8 82.7 – – 107.4 115.0 113.9 – –

Telecommunications resellers............................... 517911 34.3 32.0 30.9 – – 39.9 37.3 38.0 – –

Data processing, hosting and related services................ 518 111.2 110.3 110.8 – – 177.0 183.7 186.7 – –

Other information services..................................... 519 213.0 227.3 229.7 – – 316.8 337.0 340.4 – –

Financial activities................................................. 110.7 112.1 112.2 112.4 0.2 173.7 181.4 181.8 182.6 0.4

Credit intermediation and related activities.................... 522 101.9 104.6 104.7 – – 155.1 163.6 165.1 – –

Depository credit intermediation............................. 5221 99.3 102.1 102.0 – – 154.5 163.0 164.3 – –

Commercial banking....................................... 52211 102.1 104.6 104.1 – – 163.0 170.8 171.5 – –

Savings institutions........................................ 52212 63.0 63.2 63.5 – – 90.9 94.9 97.2 – –

Credit unions and other depository credit

intermediation............................................ 52213,9 123.5 129.5 129.7 – – 182.0 196.0 197.8 – –

Nondepository credit intermediation......................... 5222 95.5 96.0 96.7 – – 140.4 144.7 146.6 – –

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

Oct.

2015

Aug.

2016

Sept.

2016p

Oct.

2016p

Percent

change from:

Sept.2016 -

Oct.2016p

Oct.

2015

Aug.

2016

Sept.

2016p

Oct.

2016p

Percent

change from:

Sept.2016 -

Oct.2016p

Consumer lending.......................................... 522291 114.8 115.2 112.2 – – 145.4 139.9 137.0 – –

Real estate credit.......................................... 522292 88.0 89.0 89.8 – – 123.8 128.4 130.0 – –

Activities related to credit intermediation.................... 5223 136.5 147.3 146.1 – – 201.7 227.8 227.7 – –

Financial transaction processing and clearing. . . . . . . . . .. 52232 210.5 219.3 219.2 – – 428.4 427.0 432.4 – –

Securities, commodity contracts, investments, and funds

and trusts..................................................... 523,5 130.3 131.0 131.2 – – 232.2 240.9 240.1 – –

Securities brokerage......................................... 52312 106.3 105.8 104.5 – – 173.9 179.9 178.0 – –

Securities and commodity contracts brokerage and

exchanges.................................................. 5231,2 104.9 104.3 103.2 – – 195.5 203.1 199.5 – –

Other financial investment activities, including funds and

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

5239;

525 173.7 175.5 176.9 – – 292.8 301.8 303.1 – –

Portfolio management..................................... 52392 159.6 157.6 158.8 – – 273.6 284.0 287.3 – –

Investment advice.......................................... 52393 225.8 229.1 230.8 – – 373.6 375.4 373.1 – –

Insurance carriers and related activities....................... 524 115.7 117.6 117.5 – – 170.4 179.3 178.9 – –

Insurance carriers............................................ 5241 105.6 107.7 106.8 – – 158.6 167.5 166.1 – –

Direct life and health insurance carriers.................. 52411 116.4 116.9 115.8 – – 179.3 188.9 186.8 – –

Direct insurers, except life and health.................... 52412 95.0 98.6 97.6 – – 136.5 144.9 143.8 – –

Reinsurance carriers....................................... 52413 88.1 90.7 90.2 – – 217.6 212.3 213.4 – –

Insurance agencies, brokerages, and related services. . .. 5242 136.2 137.9 139.0 – – 197.6 205.8 207.6 – –

Insurance agencies and brokerages...................... 52421 134.8 135.7 137.3 – – 196.4 200.4 202.7 – –

Other insurance-related activities......................... 52429 141.2 143.1 143.7 – – 201.6 217.1 219.5 – –

Third-party administration of insurance funds. . . . . . . .. 524292 135.2 135.4 133.8 – – 189.4 205.5 204.1 – –

Real estate...................................................... 531 114.6 116.9 116.7 – – 179.9 189.3 189.0 – –

Lessors of real estate........................................ 5311 92.9 91.8 91.9 – – 144.1 145.1 145.6 – –

Lessors of residential buildings........................... 53111 88.7 89.9 88.7 – – 134.1 137.3 135.4 – –

Lessors of nonresidential buildings....................... 53112 92.4 87.5 90.4 – – 160.1 158.9 165.9 – –

Offices of real estate agents and brokers................... 5312 101.2 103.3 105.3 – – 165.7 176.8 182.1 – –

Activities related to real estate............................... 5313 154.2 160.8 159.3 – – 231.4 248.8 245.9 – –

Real estate property managers........................... 53131 154.4 160.5 159.2 – – 231.3 248.2 244.8 – –

Residential property managers......................... 531311 161.1 168.6 165.7 – – 238.9 257.7 251.7 – –

Nonresidential property managers...................... 531312 137.6 141.3 143.2 – – 215.1 230.6 231.3 – –

Rental and leasing services.................................... 532 92.6 91.3 91.1 – – 136.7 140.8 140.5 – –

Home health equipment rental............................... 532291 127.9 122.9 120.1 – – 146.2 129.3 122.0 – –

General rental centers....................................... 5323 69.4 69.9 70.8 – – 71.5 71.4 71.7 – –

Machinery and equipment rental and leasing............... 5324 129.2 128.1 130.3 – – 201.5 211.5 214.7 – –

Heavy machinery rental and leasing...................... 53241 124.0 112.3 116.6 – – 200.2 198.5 202.8 – –

Office equipment and other machinery rental and

leasing.................................................... 53242,9 137.9 151.5 149.9 – – 205.0 229.2 232.3 – –

Professional and business services.............................. 129.7 131.6 132.3 132.9 0.5 193.0 199.9 201.4 202.7 0.6

Professional and technical services........................... 54 138.7 142.8 143.3 – – 209.6 219.5 221.1 – –

Legal services................................................ 5411 101.5 101.0 101.6 – – 150.1 153.0 155.9 – –

Offices of lawyers.......................................... 54111 100.0 99.6 100.4 – – 149.1 151.9 154.7 – –

Other legal services........................................ 54119 121.5 121.5 117.8 – – 168.3 179.9 179.4 – –

Title abstract and settlement offices.................... 541191 100.1 106.1 100.9 – – 120.8 134.4 130.8 – –

Accounting and bookkeeping services...................... 5412 120.1 124.4 125.5 – – 184.4 188.5 189.5 – –

Offices of certified public accountants.................... 541211 123.4 126.8 126.9 – – 182.5 182.9 182.1 – –

Payroll services............................................ 541214 135.5 153.5 158.3 – – 227.2 240.5 245.8 – –

Architectural and engineering services...................... 5413 114.9 117.0 117.5 – – 172.5 177.3 178.1 – –

Architectural services...................................... 54131 102.6 103.7 104.2 – – 149.4 153.1 154.3 – –

Landscape architectural services......................... 54132 86.8 91.5 92.4 – – 146.5 153.8 157.4 – –

Engineering and drafting services. . . . . . . . . . . . . . . . . . . . . . .. 54133,4 121.1 123.9 123.9 – – 181.8 186.3 186.4 – –

Building inspection, surveying, and mapping services. .. 54135,6,7 98.7 95.0 96.7 – – 139.7 150.1 155.8 – –

Testing laboratories........................................ 54138 110.3 115.1 116.5 – – 160.1 166.9 169.1 – –

Specialized design services................................. 5414 119.2 128.7 126.5 – – 196.2 204.0 203.3 – –

Graphic design services................................... 54143 98.9 103.5 104.7 – – 177.2 188.0 185.0 – –

Computer systems design and related services............ 5415 174.7 181.0 181.4 – – 245.8 259.5 261.1 – –

Custom computer programming services................. 541511 166.2 173.8 173.7 – – 234.9 246.3 246.7 – –

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

Oct.

2015

Aug.

2016

Sept.

2016p

Oct.

2016p

Percent

change from:

Sept.2016 -

Oct.2016p

Oct.

2015

Aug.

2016

Sept.

2016p

Oct.

2016p

Percent

change from:

Sept.2016 -

Oct.2016p

Computer systems design services....................... 541512 210.9 219.0 220.9 – – 284.3 299.7 303.5 – –

Management and technical consulting services. . . . . . . . . . .. 5416 216.8 225.1 226.8 – – 307.0 327.1 330.4 – –

Management consulting services......................... 54161 204.7 215.8 216.5 – – 284.3 309.1 310.2 – –

Administrative management consulting services. . . . .. 541611 213.5 225.9 226.8 – – 332.4 360.0 360.4 – –

Marketing consulting services.......................... 541613 341.9 364.7 361.2 – – 441.0 473.5 472.4 – –

Process and logistics consulting services.............. 541614 220.1 226.0 226.1 – – 235.0 268.7 274.2 – –

Scientific research and development services.............. 5417 135.0 138.1 138.3 – – 218.5 229.9 231.7 – –

Research and development in the physical,

engineering, and life sciences.......................... 54171 141.7 146.0 145.6 – – 230.0 243.9 244.5 – –

Biotechnology research................................. 541711 146.9 149.5 151.4 – – 222.9 245.4 249.5 – –

Physical, engineering, and life sciences research. . . .. 541712 140.4 144.4 144.1 – – 232.5 242.8 243.6 – –

Social science and humanities research. . . . . . . . . . . . . . . .. 54172 84.3 81.2 81.1 – – 121.6 116.9 118.2 – –

Advertising and related services............................. 5418 123.4 131.1 129.8 – – 201.2 219.8 220.5 – –

Advertising agencies....................................... 54181 145.3 148.4 147.9 – – 226.3 234.2 235.3 – –

Public relations agencies.................................. 54182 125.4 129.4 125.4 – – 192.1 204.1 197.8 – –

Advertising material distribution and other advertising

services.................................................. 54187,9 136.1 157.1 153.5 – – 192.3 239.1 240.4 – –

Other professional and technical services. . . . . . . . . . . . . . . . .. 5419 150.2 157.6 157.5 – – 231.8 253.7 255.2 – –

Marketing research and public opinion polling. . . . . . . . . .. 54191 95.1 91.3 94.4 – – 154.1 144.7 147.5 – –

Photographic services..................................... 54192 64.2 60.2 58.9 – – 92.1 86.4 85.3 – –

Veterinary services......................................... 54194 160.6 163.2 163.8 – – 231.3 245.3 248.3 – –

Miscellaneous professional and technical services. . . . .. 54193,9 322.9 385.7 388.1 – – 518.5 655.0 666.9 – –

Management of companies and enterprises. . . . . . . . . . . . . . . . .. 55 130.4 130.1 130.4 – – 220.2 217.6 219.1 – –

Offices of bank holding companies and of other holding

companies.................................................. 551111,2 112.3 104.3 105.5 – – 166.6 168.3 172.4 – –

Managing offices............................................. 551114 131.2 131.5 131.3 – – 223.4 221.0 221.5 – –

Administrative and waste services............................. 56 122.4 122.8 123.4 – – 163.0 167.8 169.4 – –

Administrative and support services......................... 561 122.0 123.0 123.3 – – 162.9 168.7 170.0 – –

Office administrative services............................. 5611 182.1 187.3 187.1 – – 292.9 320.9 327.2 – –

Facilities support services................................. 5612 151.4 146.8 148.9 – – 164.1 170.6 172.0 – –

Employment services...................................... 5613 115.9 115.7 115.9 – – 150.2 150.0 151.0 – –

Employment placement agencies and executive

search services....................................... 56131 106.5 106.1 107.5 – – 179.8 170.9 174.8 – –

Temporary help services................................ 56132 139.7 139.6 140.1 – – 177.1 178.1 180.7 – –

Professional employer organizations................... 56133 49.3 48.5 47.6 – – 63.9 63.8 60.0 – –

Business support services................................. 5614 129.5 132.6 132.5 – – 173.9 187.5 190.3 – –

Telephone call centers.................................. 56142 162.7 166.8 166.1 – – 228.0 244.0 247.3 – –

Business service centers................................ 56143 93.4 96.8 97.3 – – 121.0 133.7 135.5 – –

Collection agencies...................................... 56144 91.5 92.9 93.6 – – 129.3 132.5 133.3 – –

Travel arrangement and reservation services............ 5615 86.7 85.3 84.5 – – 132.9 138.1 137.6 – –

Travel agencies.......................................... 56151 73.4 74.1 72.1 – – 99.4 101.8 100.7 – –

Investigation and security services. . . . . . . . . . . . . . . . . . . . . .. 5616 121.6 122.9 123.0 – – 167.4 176.2 177.0 – –

Security and armored car services..................... 56161 119.0 120.7 120.7 – – 161.7 170.1 171.4 – –

Security systems services.............................. 56162 137.7 138.8 136.8 – – 191.7 204.1 200.9 – –

Services to buildings and dwellings....................... 5617 129.0 130.7 131.5 – – 172.4 180.6 182.0 – –

Exterminating and pest control services. . . . . . . . . . . . . .. 56171 138.6 154.1 151.2 – – 202.6 232.8 229.4 – –

Janitorial services....................................... 56172 125.9 127.8 128.3 – – 163.9 173.8 174.9 – –

Landscaping services................................... 56173 134.2 134.7 136.4 – – 183.4 188.1 190.7 – –

Carpet and upholstery cleaning services. . . . . . . . . . . . .. 56174 94.9 88.4 89.2 – – 130.3 119.0 119.1 – –

Other services to buildings and dwellings. . . . . . . . . . . .. 56179 120.6 117.5 119.5 – – 137.7 145.8 148.6 – –

Other support services..................................... 5619 101.0 109.4 112.6 – – 130.7 144.9 145.7 – –

Packaging and labeling services....................... 56191 118.3 131.1 131.6 – – 172.6 199.1 193.8 – –

Convention and trade show organizers. . . . . . . . . . . . . . .. 56192 80.9 93.2 100.6 – – 95.0 111.7 118.7 – –

All other support services............................... 56199 102.2 107.1 111.1 – – 140.4 149.6 149.7 – –

Waste management and remediation services. . . . . . . . . . . .. 562 125.3 126.0 125.8 – – 159.4 163.1 164.0 – –

Waste collection............................................ 5621 146.7 153.3 153.2 – – 191.3 207.8 206.6 – –

Waste treatment and disposal............................ 5622 89.9 89.6 91.2 – – 134.4 134.7 138.5 – –

Remediation and other waste services................... 5629 143.4 136.8 137.0 – – 157.8 152.6 155.8 – –

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

Oct.

2015

Aug.

2016

Sept.

2016p

Oct.

2016p

Percent

change from:

Sept.2016 -

Oct.2016p

Oct.

2015

Aug.

2016

Sept.

2016p

Oct.

2016p

Percent

change from:

Sept.2016 -

Oct.2016p

Education and health services.................................... 133.8 137.2 137.4 137.8 0.3 196.7 204.3 204.8 205.8 0.5

Health care and social assistance............................. 62 135.9 138.9 140.0 – – 201.4 209.0 211.0 – –

Health care5

................................................... 621,2,3 132.1 135.5 136.2 – – 200.6 208.5 209.9 – –

Ambulatory health care services.......................... 621 150.6 156.0 157.1 – – 227.1 238.7 241.2 – –

Offices of physicians.................................... 6211 132.7 135.6 136.5 – – 228.4 235.6 238.4 – –

Offices of physicians, except mental health. . . . . . . .. 621111 132.7 135.5 136.8 – – 229.4 236.3 239.6 – –

Offices of mental health physicians.................. 621112 127.1 118.6 114.8 – – 172.3 164.7 161.8 – –

Offices of dentists....................................... 6212 125.2 129.1 130.0 – – 169.3 180.0 182.5 – –

Offices of other health practitioners.................... 6213 161.2 170.3 171.2 – – 230.5 245.5 247.8 – –

Offices of chiropractors............................... 62131 131.7 135.3 137.7 – – 185.6 189.3 198.0 – –

Offices of optometrists................................ 62132 153.5 151.2 149.9 – – 217.6 218.3 217.3 – –

Offices of mental health practitioners................ 62133 108.1 118.1 117.6 – – 131.0 142.8 147.6 – –

Offices of specialty therapists........................ 62134 182.6 194.4 196.4 – – 263.6 277.7 281.9 – –

Offices of all other health practitioners. . . . . . . . . . . . .. 62139 199.0 225.5 225.0 – – 282.4 327.2 321.2 – –

Outpatient care centers................................. 6214 194.6 204.0 205.8 – – 286.9 305.0 308.7 – –

Outpatient mental health centers. . . . . . . . . . . . . . . . . . .. 62142 162.6 165.4 164.1 – – 203.5 213.1 213.8 – –

Outpatient care centers, except mental health. . . . .. 62141,9 211.0 224.1 228.0 – – 323.6 345.9 351.6 – –

Freestanding emergency medical centers. . . . . . .. 621493 201.0 207.0 211.5 – – 323.2 320.6 324.3 – –

Miscellaneous outpatient care centers. . . . . . . . . . .. 621410,98 202.9 217.8 221.4 – – 307.7 334.1 339.8 – –

Medical and diagnostic laboratories.................... 6215 152.7 151.9 152.3 – – 213.6 219.4 221.4 – –

Medical laboratories.................................. 621511 154.5 154.6 153.9 – – 215.3 231.2 232.0 – –

Diagnostic imaging centers........................... 621512 146.2 144.7 148.5 – – 205.6 190.8 196.9 – –

Home health care services............................. 6216 193.3 205.8 208.2 – – 251.9 278.5 280.4 – –

Other ambulatory health care services................. 6219 154.3 155.7 155.2 – – 225.1 232.3 231.8 – –

Ambulance services.................................. 62191 158.0 163.8 162.4 – – 223.9 232.7 228.2 – –

All other ambulatory health care services. . . . . . . . . .. 62199 149.6 144.7 144.7 – – 227.5 233.5 236.2 – –

Hospitals.................................................... 622 124.0 127.1 128.0 – – 197.7 203.5 204.9 – –

General medical and surgical hospitals................ 6221 121.3 124.3 124.8 – – 195.5 200.6 201.3 – –

Nursing and residential care facilities..................... 623 117.5 118.5 118.6 – – 152.0 157.5 158.2 – –

Nursing care facilities................................... 6231 103.3 103.4 103.8 – – 135.4 140.0 141.3 – –

Residential mental health facilities. . . . . . . . . . . . . . . . . . . .. 6232 126.5 128.7 128.5 – – 164.8 171.6 171.8 – –

Residential intellectual and developmental

disability facilities................................... 62321 120.1 120.8 120.5 – – 149.1 154.5 154.1 – –

Residential mental health and substance abuse

facilites.............................................. 62322 141.7 147.2 147.7 – – 196.2 206.6 208.8 – –

Community care facilities for the elderly. . . . . . . . . . . . . .. 6233 160.3 163.0 162.8 – – 209.0 217.4 216.9 – –

Continuing care retirement communities. . . . . . . . . . .. 623311 192.2 195.0 194.9 – – 254.1 263.2 264.0 – –

Assisted living facilities for the elderly............... 623312 133.6 135.9 136.7 – – 167.2 174.6 173.7 – –

Other residential care facilities.......................... 6239 92.0 93.4 94.1 – – 118.5 121.7 123.8 – –

Social assistance............................................. 624 154.6 158.4 158.4 – – 202.0 212.3 213.7 – –

Individual and family services............................. 6241 208.5 212.4 212.9 – – 262.7 276.7 279.1 – –

Child and youth services................................ 62411 126.5 125.3 125.8 – – 171.7 176.1 178.4 – –

Services for the elderly and persons with

disabilities............................................. 62412 266.4 270.5 270.7 – – 339.7 360.6 362.0 – –

Other individual and family services.................... 62419 132.1 137.3 137.7 – – 185.8 195.0 197.1 – –

Emergency and other relief services...................... 6242 122.6 128.2 127.4 – – 171.0 184.2 184.7 – –

Vocational rehabilitation services......................... 6243 88.3 88.5 88.5 – – 119.4 117.6 117.9 – –

Child day care services.................................... 6244 120.3 126.7 124.7 – – 158.1 169.9 168.7 – –

Leisure and hospitality............................................ 123.1 124.5 124.9 124.9 0.0 174.8 182.8 184.1 184.3 0.1

Arts, entertainment, and recreation............................ 71 113.2 115.1 112.9 – – 153.0 162.3 160.6 – –

Performing arts and spectator sports. . . . . . . . . . . . . . . . . . . . . .. 711 124.2 125.3 120.4 – – 171.4 190.3 185.5 – –

Performing arts companies................................ 7111 107.2 102.4 102.7 – – 182.6 196.4 200.0 – –

Spectator sports............................................ 7112 114.0 108.3 105.9 – – 138.0 150.7 148.3 – –

Arts and sports promoters and agents and managers

for public figures......................................... 7113,4 174.5 199.3 182.8 – – 219.5 260.2 254.5 – –

Independent artists, writers, and performers. . . . . . . . . . . .. 7115 124.0 123.6 120.1 – – 199.7 190.0 188.9 – –

Museums, historical sites, and similar institutions. . . . . . . . .. 712 122.5 126.1 126.7 – – 166.5 174.1 173.6 – –

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

Oct.

2015

Aug.

2016

Sept.

2016p

Oct.

2016p

Percent

change from:

Sept.2016 -

Oct.2016p

Oct.

2015

Aug.

2016

Sept.

2016p

Oct.

2016p

Percent

change from:

Sept.2016 -

Oct.2016p

Museums................................................... 71211 112.4 118.4 116.0 – – 147.0 163.2 157.6 – –

Historical sites and other similar institutions. . . . . . . . . . . .. 71212,3,9 139.4 139.8 142.6 – – 206.4 201.6 203.8 – –

Amusements, gambling, and recreation..................... 713 108.9 110.2 108.8 – – 143.0 148.3 146.8 – –

Gambling industries........................................ 7132 95.6 96.4 95.9 – – 140.7 147.2 146.1 – –

Golf courses and country clubs........................... 71391 115.2 118.0 117.0 – – 150.4 160.7 159.7 – –

Skiing facilities............................................. 71392 155.3 164.9 166.3 – – 246.6 275.2 278.5 – –

Marinas..................................................... 71393 111.7 106.0 103.9 – – 156.9 156.1 156.2 – –

Fitness and recreational sports centers. . . . . . . . . . . . . . . . .. 71394 102.7 98.7 100.2 – – 121.4 124.1 126.7 – –

Bowling centers............................................ 71395 75.7 73.3 72.5 – – 99.6 100.3 96.8 – –

Accommodation and food services............................ 72 125.3 126.2 127.0 – – 180.7 188.2 190.0 – –

Accommodation............................................... 721 107.1 107.5 107.4 – – 149.7 152.2 152.4 – –

Traveler accommodation.................................. 7211 106.4 106.4 106.5 – – 149.1 151.1 151.6 – –

Hotels and motels, except casino hotels............... 72111 110.1 110.3 110.6 – – 156.0 158.2 158.6 – –

RV parks and recreational camps. . . . . . . . . . . . . . . . . . . . . . .. 7212 139.6 148.1 141.9 – – 185.1 201.7 185.3 – –

Food services and drinking places.......................... 722 129.5 130.7 132.0 – – 190.0 199.3 202.1 – –

Special food services...................................... 7223 131.8 123.2 125.4 – – 186.6 176.7 178.4 – –

Food service contractors................................ 72231 133.5 121.6 123.9 – – 183.5 167.8 169.7 – –

Caterers and mobile food services..................... 72232,3 127.3 126.6 128.2 – – 197.1 206.4 206.5 – –

Drinking places, alcoholic beverages..................... 7224 92.6 94.1 94.3 – – 147.0 165.8 167.2 – –

Restaurants and other eating places..................... 7225 130.9 133.3 134.2 – – 192.1 203.5 205.8 – –

Full-service restaurants................................. 722511 128.4 129.8 130.0 – – 198.7 208.8 210.2 – –

Limited-service restaurants............................. 722513 131.7 135.4 136.1 – – 179.4 192.8 195.6 – –

Cafeterias, grill buffets, and buffets. . . . . . . . . . . . . . . . . . .. 722514 83.9 80.5 82.2 – – 108.5 106.8 109.3 – –

Snack and nonalcoholic beverage bars................ 722515 186.3 192.5 195.3 – – 259.5 276.5 280.3 – –

Other services..................................................... 81 100.9 102.2 102.5 102.4 -0.1 140.7 143.5 144.2 144.8 0.4

Repair and maintenance....................................... 811 106.8 106.6 107.0 – – 142.7 143.5 144.5 – –

Automotive repair and maintenance......................... 8111 103.4 105.4 105.8 – – 136.8 140.7 141.7 – –

Automotive mechanical and electrical repair. . . . . . . . . . . .. 81111 103.2 104.0 103.8 – – 135.7 138.0 138.3 – –

General automotive repair.............................. 811111 116.2 116.9 116.8 – – 150.3 152.6 153.1 – –

Automotive body, interior, and glass repair. . . . . . . . . . . . .. 81112 100.4 104.2 104.9 – – 135.1 140.7 141.9 – –

Other automotive repair and maintenance. . . . . . . . . . . . . .. 81119 108.3 110.1 112.8 – – 143.2 148.7 153.6 – –

Car washes.............................................. 811192 116.1 117.8 121.9 – – 155.4 161.1 166.4 – –

Auto oil change shops and all other auto repair and

maintenance........................................... 811191,8 97.4 98.9 99.4 – – 128.7 133.9 137.6 – –

Electronic equipment repair and maintenance.............. 8112 101.2 91.6 92.5 – – 132.4 120.8 121.5 – –

Computer and office machine repair...................... 811212 88.6 79.2 77.2 – – 112.1 102.2 101.3 – –

Miscellaneous electronic equipment repair and

maintenance............................................. 811211,3,9110.7 101.5 105.0 – – 146.6 135.3 136.6 – –

Commercial machinery repair and maintenance. . . . . . . . . .. 8113 135.2 134.9 136.6 – – 185.7 189.6 191.7 – –

Household goods repair and maintenance. . . . . . . . . . . . . . . .. 8114 88.2 78.2 76.2 – – 109.6 95.6 93.9 – –

Personal and laundry services................................. 812 103.6 105.3 105.2 – – 140.8 146.0 145.8 – –

Personal care services....................................... 8121 119.1 122.8 121.5 – – 174.2 182.6 180.6 – –

Hair, nail, and skin care services......................... 81211 109.1 112.2 110.1 – – 153.7 161.7 160.1 – –

Other personal care services.............................. 81219 194.4 204.4 205.6 – – 342.8 359.3 340.8 – –

Death care services.......................................... 8122 91.0 93.4 93.4 – – 121.6 128.9 133.3 – –

Drycleaning and laundry services........................... 8123 78.3 79.7 79.7 – – 99.7 105.7 102.8 – –

Coin-operated laundries and drycleaners. . . . . . . . . . . . . . .. 81231 76.4 80.5 82.0 – – 90.8 100.1 103.3 – –

Drycleaning and laundry services, except

coin-operated............................................ 81232 64.4 64.2 64.3 – – 82.9 86.2 86.3 – –

Linen and uniform supply.................................. 81233 97.2 99.9 99.9 – – 118.4 126.1 120.5 – –

Other personal services...................................... 8129 125.5 124.3 124.5 – – 152.6 151.0 152.1 – –

Pet care services, except veterinary...................... 81291 297.0 299.7 301.6 – – 332.7 332.4 342.9 – –

Parking lots and garages.................................. 81293 133.8 129.4 127.5 – – 164.7 164.2 162.6 – –

Membership associations and organizations.................. 813 97.4 98.8 99.4 – – 140.7 142.8 143.8 – –

Grantmaking and giving services............................ 8132 139.3 136.3 138.4 – – 257.3 241.5 242.9 – –

Grantmaking foundations.................................. 813211 240.6 238.4 244.5 – – 446.5 418.2 420.0 – –

Social advocacy organizations............................... 8133 113.3 120.6 120.3 – – 171.6 191.2 193.8 – –

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

Oct.

2015

Aug.

2016

Sept.

2016p

Oct.

2016p

Percent

change from:

Sept.2016 -

Oct.2016p

Oct.

2015

Aug.

2016

Sept.

2016p

Oct.

2016p

Percent

change from:

Sept.2016 -

Oct.2016p

Human rights organizations............................... 813311 111.1 109.6 108.6 – – 148.9 158.2 159.5 – –

Environment, conservation, and other social advocacy

organizations............................................. 813312,9 114.0 124.0 123.2 – – 179.9 202.6 204.5 – –

Civic and social organizations............................... 8134 78.8 80.3 81.3 – – 101.0 107.4 109.1 – –

Professional and similar organizations...................... 8139 92.6 101.2 102.2 – – 135.5 147.2 149.1 – –

Business associations..................................... 81391 92.4 100.3 102.4 – – 134.4 148.2 151.0 – –

Professional organizations................................ 81392 139.4 136.4 133.8 – – 211.7 208.8 205.7 – –

Labor unions and similar labor organizations. . . . . . . . . . .. 81393 74.8 81.2 82.9 – – 106.8 112.9 115.7 – –

Miscellaneous professional and similar organizations. .. 81394,9 87.8 105.2 104.6 – – 132.8 164.4 164.2 – –

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