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

Dec.

2015

Oct.

2016

Nov.

2016p

Dec.

2016p

Percent

change from:

Nov.2016 -

Dec.2016p

Dec.

2015

Oct.

2016

Nov.

2016p

Dec.

2016p

Percent

change from:

Nov.2016 -

Dec.2016p

Total private.......................................................... 112.4 113.1 113.3 113.4 0.1 159.7 164.2 164.5 165.3 0.5

Goods-producing.................................................. 89.7 88.8 88.9 88.5 -0.4 122.0 124.0 124.0 123.7 -0.2

Mining and logging.............................................. 134.8 115.6 117.1 117.1 0.0 208.2 182.4 182.9 184.9 1.1

Logging........................................................ 1133 73.9 75.1 75.9 – – 104.8 107.3 107.8 – –

Mining......................................................... 21 143.1 120.9 122.7 – – 220.0 190.7 191.5 – –

Oil and gas extraction..................................... 211 168.4 142.5 136.7 – – 272.7 258.2 249.7 – –

Mining, except oil and gas................................ 212 93.1 84.5 85.5 – – 132.0 121.7 121.9 – –

Coal mining.............................................. 2121 81.0 69.3 70.0 – – 120.2 101.6 102.3 – –

Stone mining and quarrying............................ 21231 88.1 84.5 85.1 – – 116.3 117.3 118.1 – –

Crushed and broken limestone mining. . . . . . . . . . . . .. 212312 83.4 77.5 76.9 – – 115.2 111.6 111.1 – –

Other stone mining and quarrying. . . . . . . . . . . . . . . . . .. 212311,3,9 93.9 94.6 96.6 – – 117.9 125.3 128.2 – –

Support activities for mining............................... 213 188.8 154.7 159.5 – – 311.8 254.2 257.5 – –

Support activities for oil and gas operations........... 213112 207.4 168.3 173.7 – – 379.0 302.5 307.3 – –

Construction..................................................... 23 100.4 100.0 100.4 99.1 -1.3 137.9 141.6 142.2 140.5 -1.2

Construction of buildings..................................... 236 90.4 90.2 90.8 – – 127.1 130.3 131.4 – –

Residential building........................................ 2361 87.0 88.0 89.0 – – 120.5 124.3 125.3 – –

New single-family general contractors. . . . . . . . . . . . . . . .. 236115 67.9 67.6 68.1 – – 96.5 95.1 96.2 – –

Residential remodelers.................................. 236118 124.7 126.3 128.3 – – 163.4 174.2 175.6 – –

Nonresidential building..................................... 2362 93.1 92.3 92.5 – – 131.6 135.4 136.0 – –

Industrial building........................................ 23621 83.4 81.2 80.6 – – 123.5 122.0 122.7 – –

Commercial building..................................... 23622 97.3 96.2 96.9 – – 135.2 139.7 140.8 – –

Heavy and civil engineering construction................... 237 103.0 100.2 98.7 – – 152.7 155.5 152.4 – –

Utility system construction................................. 2371 126.5 120.0 116.3 – – 197.3 195.5 187.9 – –

Water and sewer system construction. . . . . . . . . . . . . . . .. 23711 89.8 92.8 92.1 – – 124.6 129.6 130.1 – –

Oil and gas pipeline construction....................... 23712 173.4 152.9 146.7 – – 297.2 285.3 272.7 – –

Power and communication system construction....... 23713 145.2 134.3 128.9 – – 231.0 227.1 212.2 – –

Land subdivision........................................... 2372 21.8 24.0 24.9 – – 40.1 47.1 48.2 – –

Highway, street, and bridge construction................. 2373 97.6 95.8 97.5 – – 135.4 136.1 137.5 – –

Other heavy construction.................................. 2379 89.0 85.3 80.7 – – 127.4 134.9 130.1 – –

Specialty trade contractors................................... 238 103.5 102.8 104.1 – – 138.2 141.3 143.3 – –

Building foundation and exterior contractors. . . . . . . . . . . .. 2381 98.6 97.1 100.0 – – 133.1 130.4 134.4 – –

Poured concrete structure contractors. . . . . . . . . . . . . . . .. 23811 113.3 118.2 120.9 – – 163.7 173.5 178.4 – –

Steel and precast concrete contractors. . . . . . . . . . . . . . .. 23812 98.2 94.0 100.5 – – 145.6 127.7 138.1 – –

Framing contractors..................................... 23813 64.9 61.5 60.4 – – 77.7 73.1 71.2 – –

Masonry contractors..................................... 23814 75.4 71.2 71.7 – – 98.0 91.8 90.8 – –

Glass and glazing contractors.......................... 23815 114.0 126.1 126.7 – – 146.8 167.6 168.1 – –

Roofing contractors...................................... 23816 120.8 115.0 118.1 – – 159.5 156.7 161.0 – –

Siding contractors....................................... 23817 121.0 105.0 107.1 – – 191.3 178.6 182.6 – –

Other building exterior contractors. . . . . . . . . . . . . . . . . . . .. 23819 137.3 144.8 140.0 – – 183.1 176.5 171.9 – –

Building equipment contractors........................... 2382 107.8 110.5 110.5 – – 142.4 151.3 151.3 – –

Electrical contractors.................................... 23821 96.1 100.0 99.6 – – 129.1 140.0 140.4 – –

Plumbing and HVAC contractors....................... 23822 115.8 119.3 119.8 – – 152.5 160.9 161.1 – –

Other building equipment contractors.................. 23829 141.5 133.2 131.3 – – 172.6 177.0 172.8 – –

Building finishing contractors.............................. 2383 89.1 87.2 88.0 – – 119.4 119.1 121.3 – –

Drywall and insulation contractors...................... 23831 75.5 73.6 73.7 – – 104.0 103.2 105.0 – –

Painting and wall covering contractors................. 23832 94.7 93.3 95.1 – – 118.7 119.0 121.5 – –

Flooring contractors..................................... 23833 89.6 89.8 89.8 – – 119.9 124.4 120.9 – –

Tile and terrazzo contractors........................... 23834 112.3 103.2 103.1 – – 162.2 153.2 157.1 – –

Finish carpentry contractors............................ 23835 95.9 98.8 96.7 – – 132.5 138.7 139.6 – –

Other building finishing contractors..................... 23839 109.3 104.2 105.4 – – 152.8 153.1 154.7 – –

Other specialty trade contractors......................... 2389 117.7 110.0 112.2 – – 158.8 154.4 157.2 – –

Site preparation contractors............................ 23891 117.1 112.6 113.9 – – 154.4 158.3 157.9 – –

All other specialty trade contractors.................... 23899 120.0 108.1 109.9 – – 165.5 151.3 157.0 – –

Manufacturing................................................... 83.0 82.8 82.4 82.5 0.1 109.2 111.7 111.1 111.6 0.5

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

Dec.

2015

Oct.

2016

Nov.

2016p

Dec.

2016p

Percent

change from:

Nov.2016 -

Dec.2016p

Dec.

2015

Oct.

2016

Nov.

2016p

Dec.

2016p

Percent

change from:

Nov.2016 -

Dec.2016p

Durable goods................................................ 84.5 83.8 83.4 83.9 0.6 111.6 113.1 112.5 113.4 0.8

Wood products............................................. 321 71.9 69.9 71.1 70.7 -0.6 96.3 96.1 97.4 97.5 0.1

Sawmills and wood preservation....................... 3211 74.3 72.6 73.2 – – 95.9 98.5 99.1 – –

Plywood and engineered wood products. . . . . . . . . . . . .. 3212 74.4 69.9 71.1 – – 102.1 98.0 98.7 – –

Other wood products.................................... 3219 69.9 69.2 70.3 – – 94.4 94.8 96.4 – –

Millwork................................................ 32191 66.6 64.7 66.3 – – 87.8 87.9 89.7 – –

Wood windows and doors......................... 321911 63.0 63.2 65.1 – – 91.4 92.0 95.0 – –

Cut stock, resawing lumber, planing, and other

millwork, including flooring....................... 321912,8 69.7 66.0 67.1 – – 84.1 84.6 84.0 – –

Wood containers and pallets......................... 32192 90.2 88.7 86.8 – – 132.3 134.5 130.0 – –

All other wood products.............................. 32199 61.8 63.6 65.9 – – 83.4 83.7 88.6 – –

Nonmetallic mineral products............................. 327 77.8 75.3 75.5 76.6 1.5 102.0 99.2 99.7 101.5 1.8

Cement and concrete products......................... 3273 83.1 82.4 82.1 – – 114.1 109.2 108.6 – –

Ready-mix concrete................................... 32732 81.1 74.2 75.8 – – 112.4 97.6 99.2 – –

Other cement and concrete products................ 32731,3,9 84.4 91.0 89.1 – – 115.7 123.9 121.5 – –

Primary metals............................................. 331 77.6 76.0 75.8 76.8 1.3 98.4 99.8 100.2 100.6 0.4

Foundries................................................ 3315 66.6 63.6 63.3 – – 83.8 81.4 81.5 – –

Fabricated metal products................................. 332 95.4 94.0 93.0 93.3 0.3 125.5 126.9 126.0 126.8 0.6

Forging and stamping................................... 3321 89.9 93.2 91.8 – – 116.0 124.9 125.2 – –

Architectural and structural metals..................... 3323 98.1 96.8 95.8 – – 127.9 128.6 126.9 – –

Plate work and fabricated structural products. . . . . .. 33231 99.2 94.6 93.1 – – 135.4 131.2 128.7 – –

Fabricated structural metal products. . . . . . . . . . . . .. 332312 102.7 99.6 98.1 – – 144.7 139.4 138.3 – –

Ornamental and architectural metal products. . . . . .. 33232 97.2 98.0 97.6 – – 121.7 126.1 124.8 – –

Sheet metal work................................... 332322 115.9 112.9 113.5 – – 141.2 143.0 141.8 – –

Boilers, tanks, and shipping containers. . . . . . . . . . . . . . .. 3324 107.8 96.8 95.4 – – 138.9 129.6 128.2 – –

Machine shops and threaded products. . . . . . . . . . . . . . .. 3327 115.8 112.7 111.7 – – 148.4 147.0 146.8 – –

Machine shops........................................ 33271 122.6 121.0 120.1 – – 159.9 159.9 159.8 – –

Turned products and screws, nuts, and bolts. . . . . .. 33272 98.0 92.0 89.9 – – 117.5 114.5 111.8 – –

Coating, engraving, and heat treating metals.......... 3328 92.3 92.0 93.4 – – 122.7 122.3 125.9 – –

Metal heat treating and coating and nonprecious

engraving........................................... 332811,2 118.6 111.8 112.8 – – 151.2 147.1 151.2 – –

Electroplating, anodizing, and coloring metals. . . . .. 332813 70.9 75.3 76.3 – – 98.7 101.0 103.0 – –

Other fabricated metal products........................ 3329 95.5 94.8 94.7 – – 128.1 133.9 134.3 – –

Metal valves........................................... 33291 85.5 82.1 80.8 – – 120.8 119.7 118.0 – –

All other fabricated metal products. . . . . . . . . . . . . . . . .. 33299 100.7 101.6 102.0 – – 131.9 141.6 142.2 – –

Machinery.................................................. 333 91.9 90.6 90.4 90.6 0.2 124.9 125.2 124.0 124.8 0.6

Agricultural, construction, and mining machinery. . . . .. 3331 113.3 103.9 103.2 – – 162.5 147.7 145.8 – –

Farm machinery and equipment..................... 333111 97.8 92.7 92.0 – – 137.7 129.6 128.2 – –

Industrial machinery..................................... 3332 89.4 89.6 92.6 – – 128.3 126.9 129.7 – –

Commercial and service industry machinery. . . . . . . . .. 3333 73.6 74.0 73.8 – – 115.5 112.7 111.2 – –

HVAC and commercial refrigeration equipment. . . . . .. 3334 80.7 86.2 83.4 – – 107.2 118.2 113.6 – –

Metalworking machinery................................ 3335 88.3 84.8 83.4 – – 109.6 112.6 108.9 – –

Special tools, dies, jigs, and fixtures................. 333514 80.4 77.2 75.4 – – 103.8 103.5 100.3 – –

Turbine and power transmission equipment. . . . . . . . . .. 3336 81.3 79.2 80.6 – – 97.2 103.3 107.2 – –

Other general purpose machinery...................... 3339 100.5 100.9 100.5 – – 140.4 140.5 139.4 – –

Computer and electronic products........................ 334 81.9 82.7 82.0 83.2 1.5 118.9 126.6 124.7 126.5 1.4

Communications equipment............................ 3342 53.6 57.7 57.5 – – 69.4 73.2 71.9 – –

Semiconductors and electronic components........... 3344 72.8 71.0 70.0 – – 99.9 101.6 100.5 – –

Semiconductors and related devices. . . . . . . . . . . . . . .. 334413 70.7 75.4 74.9 – – 119.7 123.5 121.5 – –

Electronic connectors and misc. electronic

components......................................... 334416,7,9 77.6 67.3 66.6 – – 101.1 95.6 95.6 – –

Electronic instruments................................... 3345 126.5 126.0 126.2 – – 209.1 216.1 215.3 – –

Electrical equipment and appliances...................... 335 79.4 77.6 77.4 77.1 -0.4 108.1 108.5 107.6 107.5 -0.1

Electrical equipment..................................... 3353 93.3 82.8 83.0 – – 125.0 119.1 117.1 – –

Other electrical equipment and components........... 3359 89.2 87.7 88.4 – – 125.0 122.8 124.9 – –

Transportation equipment................................. 336 89.1 89.1 89.1 89.5 0.4 108.4 108.1 108.0 108.6 0.6

Motor vehicles and parts4

............................... 3361,2,3 79.0 81.6 81.1 81.3 0.2 80.6 83.6 82.9 83.5 0.7

Motor vehicles........................................... 3361 73.2 82.0 80.7 – – 75.3 87.1 86.8 – –

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

Dec.

2015

Oct.

2016

Nov.

2016p

Dec.

2016p

Percent

change from:

Nov.2016 -

Dec.2016p

Dec.

2015

Oct.

2016

Nov.

2016p

Dec.

2016p

Percent

change from:

Nov.2016 -

Dec.2016p

Motor vehicle bodies and trailers....................... 3362 109.2 103.1 102.6 – – 122.2 114.6 113.8 – –

Motor vehicle parts...................................... 3363 75.6 77.5 76.9 – – 77.4 77.2 76.1 – –

Motor vehicle gasoline engine and parts. . . . . . . . . . .. 33631 69.1 69.3 70.1 – – 77.9 75.0 77.0 – –

Motor vehicle power train components. . . . . . . . . . . . .. 33635 84.5 86.7 85.2 – – 81.8 83.0 81.7 – –

Motor vehicle metal stamping........................ 33637 79.9 82.6 82.4 – – 78.7 80.3 77.6 – –

All other motor vehicle parts......................... 33639 83.9 86.3 86.2 – – 93.8 94.2 93.5 – –

Aerospace products and parts.......................... 3364 130.0 125.2 124.9 – – 215.2 205.6 206.6 – –

Aircraft................................................. 336411 121.9 118.6 118.5 – – 186.0 181.4 182.0 – –

Furniture and related products............................ 337 61.3 61.6 61.9 61.3 -1.0 78.7 83.9 84.3 84.5 0.2

Household and institutional furniture................... 3371 58.0 59.2 59.1 – – 74.6 80.9 80.8 – –

Wood kitchen cabinets and countertops............. 33711 72.6 76.9 77.0 – – 92.1 104.1 104.4 – –

Other household and institutional furniture. . . . . . . . .. 33712 49.5 48.8 48.7 – – 64.3 66.2 66.3 – –

Upholstered household furniture................... 337121 71.9 71.7 70.6 – – 84.5 90.7 89.7 – –

Miscellaneous durable goods manufacturing............. 339 85.6 86.9 85.4 86.3 1.1 120.6 124.7 122.5 124.6 1.7

Medical equipment and supplies....................... 3391 107.4 111.9 110.8 – – 147.5 159.6 158.0 – –

Surgical appliances and supplies.................... 339113 113.0 105.0 102.3 – – 154.4 138.6 134.4 – –

Dental laboratories.................................... 339116 79.4 79.4 79.5 – – 110.3 114.3 115.8 – –

Other miscellaneous durable goods manufacturing. .. 3399 70.3 68.3 67.4 – – 99.8 96.3 94.8 – –

Signs................................................... 33995 95.8 89.4 89.6 – – 125.3 115.8 117.2 – –

All other miscellaneous durable goods

manufacturing....................................... 33993,4,9 69.4 68.7 67.6 – – 102.8 101.0 98.9 – –

Nondurable goods............................................ 80.6 80.9 80.5 80.4 -0.1 104.9 108.8 108.2 108.5 0.3

Food manufacturing........................................ 311 101.1 103.4 102.6 103.1 0.5 130.0 137.9 137.0 138.2 0.9

Sugar and confectionery products...................... 3113 76.9 75.3 73.6 – – 82.0 87.8 86.0 – –

Fruit and vegetable preserving and specialty.......... 3114 86.5 88.8 90.5 – – 110.3 117.8 118.7 – –

Frozen food........................................... 31141 85.3 93.5 98.2 – – 113.5 127.9 133.3 – –

Fruit and vegetable canning and drying. . . . . . . . . . . .. 31142 88.1 84.4 82.9 – – 106.9 108.6 106.0 – –

Dairy products........................................... 3115 110.6 112.7 114.9 – – 151.4 158.6 161.9 – –

Animal slaughtering and processing. . . . . . . . . . . . . . . . . .. 3116 97.6 102.3 101.0 – – 126.8 137.5 136.3 – –

Poultry processing.................................... 311615 98.7 99.7 99.8 – – 128.5 132.0 133.5 – –

Seafood product preparation and packaging. . . . . . . . .. 3117 77.0 88.1 82.3 – – 123.1 127.0 116.2 – –

Bakeries and tortilla manufacturing..................... 3118 104.9 101.6 100.0 – – 134.5 134.9 132.3 – –

Textile mills................................................. 313 38.5 37.5 37.7 37.1 -1.6 50.8 50.1 49.8 49.5 -0.6

Textile product mills........................................ 314 52.8 52.3 51.6 50.7 -1.7 65.9 65.8 66.0 65.1 -1.4

Apparel..................................................... 315 37.0 34.5 34.6 34.8 0.6 56.0 51.1 51.2 51.2 0.0

Paper and paper products................................. 322 66.3 67.2 66.9 66.8 -0.1 85.8 86.5 86.7 87.2 0.6

Pulp, paper, and paperboard mills. . . . . . . . . . . . . . . . . . . .. 3221 63.2 59.7 60.0 – – 79.4 76.6 76.7 – –

Converted paper products.............................. 3222 67.7 70.6 69.9 – – 90.5 93.9 93.5 – –

Paperboard containers................................ 32221 68.4 71.1 70.8 – – 90.1 93.2 94.0 – –

Corrugated and solid fiber boxes.................. 322211 68.0 69.3 70.0 – – 84.8 89.7 91.0 – –

Paper bags and coated and treated paper. . . . . . . . .. 32222 70.5 69.3 68.5 – – 92.2 92.8 91.2 – –

Printing and related support activities. . . . . . . . . . . . . . . . . . .. 323 65.3 63.4 63.3 63.4 0.2 80.3 79.1 79.0 79.1 0.1

Petroleum and coal products.............................. 324 103.7 102.8 102.3 103.5 1.2 172.9 176.7 176.9 177.7 0.5

Chemicals.................................................. 325 96.3 97.5 96.7 96.2 -0.5 117.0 126.4 124.7 124.5 -0.2

Basic chemicals......................................... 3251 90.6 90.5 87.2 – – 111.3 119.0 116.3 – –

Resin, rubber, and artificial fibers. . . . . . . . . . . . . . . . . . . . .. 3252 83.9 80.9 81.3 – – 110.0 116.8 117.0 – –

Pharmaceuticals and medicines........................ 3254 126.3 129.6 129.3 – – 159.2 163.9 162.2 – –

Soaps, cleaning compounds, and toiletries. . . . . . . . . . .. 3256 93.0 90.3 88.1 – – 108.0 108.5 105.9 – –

Plastics and rubber products.............................. 326 83.9 83.2 82.7 82.4 -0.4 104.6 106.8 105.8 105.8 0.0

Plastics products........................................ 3261 85.6 85.4 85.1 – – 112.1 115.2 114.4 – –

Plastics packaging materials, film, and sheet. . . . . .. 32611 103.8 105.3 103.7 – – 127.1 128.6 126.8 – –

Foam products........................................ 32614,5 105.1 107.6 105.7 – – 128.1 143.7 143.2 – –

Other plastics products............................... 32619 78.2 77.8 78.0 – – 106.2 109.0 109.0 – –

Rubber products......................................... 3262 77.5 75.4 73.8 – – 83.4 83.1 80.8 – –

Miscellaneous nondurable goods manufacturing. . . . . . .. 312,6 96.0 94.1 96.4 95.9 -0.5 115.7 119.3 121.4 121.0 -0.3

Private service-providing............................................ 118.5 120.0 120.1 120.3 0.2 171.1 176.8 177.2 178.1 0.5

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

Dec.

2015

Oct.

2016

Nov.

2016p

Dec.

2016p

Percent

change from:

Nov.2016 -

Dec.2016p

Dec.

2015

Oct.

2016

Nov.

2016p

Dec.

2016p

Percent

change from:

Nov.2016 -

Dec.2016p

Trade, transportation, and utilities................................ 107.2 107.6 107.7 107.8 0.1 144.0 146.6 147.0 147.5 0.3

Wholesale trade................................................. 42 107.5 108.8 108.9 108.9 0.0 151.1 156.4 156.5 157.1 0.4

Durable goods................................................ 423 100.4 101.5 101.9 – – 134.2 141.1 141.2 – –

Motor vehicles and parts.................................. 4231 101.0 102.6 101.6 – – 134.2 133.0 131.4 – –

Motor vehicles........................................... 42311 100.5 99.1 97.0 – – 132.2 129.2 126.5 – –

New motor vehicle parts................................ 42312 95.2 97.4 97.7 – – 129.2 129.6 130.0 – –

Furniture and furnishings.................................. 4232 88.7 90.1 90.0 – – 108.6 118.1 118.4 – –

Lumber and construction supplies........................ 4233 96.6 102.4 105.3 – – 132.9 144.6 146.9 – –

Lumber and wood....................................... 42331 83.9 90.4 92.3 – – 116.0 133.4 136.9 – –

Masonry materials....................................... 42332 106.5 105.5 106.5 – – 137.3 141.1 138.6 – –

Roofing, siding, and other construction materials. . . .. 42333,9 118.4 130.8 136.4 – – 170.7 179.5 184.4 – –

Commercial equipment.................................... 4234 93.6 95.1 95.3 – – 118.7 134.6 134.5 – –

Office equipment........................................ 42342 72.1 70.7 71.1 – – 91.8 105.3 102.8 – –

Computer and software................................. 42343 80.8 81.5 81.6 – – 98.9 112.9 114.1 – –

Medical equipment...................................... 42345 126.9 129.6 129.7 – – 176.1 194.6 194.2 – –

Miscellaneous professional and commercial

equipment............................................. 42341,4,6,9105.9 110.1 111.6 – – 147.7 162.8 164.9 – –

Metals and minerals....................................... 4235 100.2 96.7 94.9 – – 137.6 135.0 133.2 – –

Electric goods.............................................. 4236 93.2 96.5 97.5 – – 128.6 133.2 133.7 – –

Electrical equipment and wiring. . . . . . . . . . . . . . . . . . . . . . .. 42361 106.1 107.9 106.8 – – 147.2 151.1 147.0 – –

Electric appliances and other electronic parts. . . . . . . .. 42362,9 82.2 87.1 89.0 – – 113.8 119.6 122.6 – –

Hardware and plumbing................................... 4237 107.4 110.3 111.1 – – 150.7 160.7 163.4 – –

Hardware................................................. 42371 109.2 109.3 110.2 – – 162.1 166.0 166.7 – –

Plumbing equipment..................................... 42372 109.3 119.1 118.0 – – 162.1 180.9 181.8 – –

HVAC and refrigeration equipment..................... 42373,4 104.0 100.9 102.8 – – 131.1 135.8 140.6 – –

Machinery and supplies................................... 4238 106.4 106.6 106.4 – – 145.5 150.9 150.2 – –

Construction equipment................................. 42381 109.0 113.6 114.6 – – 140.1 154.3 154.8 – –

Farm and garden equipment........................... 42382 104.1 106.1 105.7 – – 159.8 169.6 168.3 – –

Industrial machinery..................................... 42383 103.7 103.2 102.4 – – 143.9 147.9 146.1 – –

Industrial supplies....................................... 42384 130.2 131.4 130.8 – – 174.7 183.4 184.6 – –

Miscellaneous durable goods............................. 4239 113.1 109.7 109.1 – – 165.6 155.8 154.0 – –

Sporting goods.......................................... 42391 105.8 99.1 102.4 – – 143.5 137.8 145.0 – –

Recyclable materials.................................... 42393 114.3 112.1 110.5 – – 145.7 149.9 148.3 – –

Nondurable goods............................................ 424 106.3 107.4 107.0 – – 145.7 148.5 148.5 – –

Paper and paper products................................. 4241 82.8 83.4 82.3 – – 119.9 116.4 115.8 – –

Druggists’ goods........................................... 4242 90.9 86.8 86.4 – – 131.2 125.6 124.5 – –

Apparel and piece goods.................................. 4243 105.4 109.5 113.9 – – 144.4 149.1 153.9 – –

Grocery and related products............................. 4244 112.9 115.5 115.6 – – 151.5 157.7 158.0 – –

General line grocery..................................... 42441 110.4 114.0 114.5 – – 147.2 156.0 158.1 – –

Fruits and vegetables................................... 42448 142.4 145.7 144.5 – – 183.9 200.1 194.1 – –

Farm product raw materials............................... 4245 105.3 110.7 103.0 – – 159.6 169.8 158.6 – –

Chemicals.................................................. 4246 108.6 103.6 104.0 – – 142.8 138.6 140.3 – –

Petroleum................................................... 4247 101.7 103.4 102.7 – – 153.3 165.3 163.7 – –

Alcoholic beverages....................................... 4248 145.3 147.5 146.8 – – 191.3 191.8 191.4 – –

Misc. nondurable goods................................... 4249 97.9 97.6 96.9 – – 130.7 134.8 134.5 – –

Farm supplies............................................ 42491 109.8 108.8 108.2 – – 143.7 145.6 146.3 – –

Nursery stock and florists’ supplies. . . . . . . . . . . . . . . . . . .. 42493 68.7 80.3 78.6 – – 99.7 113.9 111.8 – –

Electronic markets and agents and brokers. . . . . . . . . . . . . . .. 425 149.5 152.9 151.7 – – 240.8 247.6 245.1 – –

Business to business electronic markets................. 42511 44.5 48.3 47.7 – – 62.3 68.0 67.1 – –

Wholesale trade agents and brokers..................... 42512 164.9 168.3 167.0 – – 260.7 267.4 264.9 – –

Retail trade...................................................... 101.6 101.9 101.9 101.5 -0.4 130.3 131.5 132.6 133.3 0.5

Motor vehicle and parts dealers............................. 441 113.9 113.9 113.8 – – 135.7 137.1 137.2 – –

Automobile dealers........................................ 4411 112.9 113.9 113.7 – – 128.3 130.6 130.3 – –

New car dealers......................................... 44111 108.4 109.0 109.0 – – 122.7 124.4 124.2 – –

Used car dealers........................................ 44112 173.1 173.2 175.9 – – 233.7 232.7 236.4 – –

Other motor vehicle dealers............................... 4412 111.0 111.1 112.6 – – 146.6 151.4 155.8 – –

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

Dec.

2015

Oct.

2016

Nov.

2016p

Dec.

2016p

Percent

change from:

Nov.2016 -

Dec.2016p

Dec.

2015

Oct.

2016

Nov.

2016p

Dec.

2016p

Percent

change from:

Nov.2016 -

Dec.2016p

Auto parts, accessories, and tire stores.................. 4413 115.2 114.5 113.9 – – 156.4 157.3 156.5 – –

Automotive parts and accessories stores.............. 44131 114.1 113.2 113.2 – – 164.2 163.2 163.3 – –

Tire dealers.............................................. 44132 117.4 117.7 115.7 – – 142.2 146.9 144.7 – –

Furniture and home furnishings stores...................... 442 89.1 92.7 93.0 – – 116.6 125.6 125.1 – –

Furniture stores............................................ 4421 89.5 90.7 91.7 – – 116.1 120.3 119.6 – –

Home furnishings stores................................... 4422 88.4 95.8 94.1 – – 118.3 133.7 131.7 – –

Floor covering stores.................................... 44221 70.5 72.7 71.6 – – 93.5 107.9 106.1 – –

Other home furnishings stores.......................... 44229 103.6 112.9 111.3 – – 144.8 160.2 158.1 – –

Electronics and appliance stores............................ 443 106.7 101.4 101.0 – – 154.7 146.1 148.7 – –

Household appliance stores............................... 443141 66.1 64.8 64.9 – – 83.5 85.4 82.8 – –

Electronics stores.......................................... 443142 114.2 108.4 107.9 – – 164.6 156.8 158.8 – –

Building material and garden supply stores................. 444 98.6 98.1 97.8 – – 122.9 125.7 125.4 – –

Building material and supplies dealers. . . . . . . . . . . . . . . . . .. 4441 97.3 96.4 95.7 – – 120.7 122.7 121.9 – –

Home centers............................................ 44411 107.1 104.4 103.5 – – 126.4 128.1 127.2 – –

Hardware stores......................................... 44413 84.3 87.1 85.7 – – 111.3 118.3 116.4 – –

Lawn and garden equipment and supplies stores. . . . . .. 4442 106.1 111.2 113.7 – – 137.9 150.8 154.0 – –

Food and beverage stores................................... 445 92.4 92.7 92.8 – – 111.7 110.6 112.3 – –

Grocery stores............................................. 4451 93.8 93.8 94.2 – – 114.6 112.9 115.2 – –

Supermarkets and other grocery stores................ 44511 92.8 92.9 92.9 – – 113.3 111.7 113.5 – –

Convenience stores..................................... 44512 114.0 114.0 114.3 – – 146.7 147.2 147.9 – –

Specialty food stores...................................... 4452 75.4 76.5 76.5 – – 84.4 87.2 87.1 – –

Meat markets and fish and seafood markets. . . . . . . . .. 44521,2 92.9 90.6 91.5 – – 113.1 113.0 113.6 – –

Beer, wine, and liquor stores.............................. 4453 96.8 98.0 96.7 – – 107.1 108.5 108.0 – –

Health and personal care stores............................ 446 100.1 103.4 103.4 – – 139.3 145.6 147.2 – –

Pharmacies and drug stores.............................. 44611 93.8 96.6 96.6 – – 135.4 144.3 146.2 – –

Cosmetic and beauty supply stores. . . . . . . . . . . . . . . . . . . . .. 44612 124.8 130.6 128.8 – – 144.5 151.8 155.3 – –

Optical goods stores....................................... 44613 128.3 140.3 140.7 – – 187.9 192.5 193.3 – –

Other health and personal care stores. . . . . . . . . . . . . . . . . .. 44619 98.1 99.1 99.7 – – 128.5 121.9 120.0 – –

Gasoline stations............................................. 447 101.9 102.1 102.9 – – 132.6 135.2 137.1 – –

Gasoline stations with convenience stores............... 44711 106.3 106.4 106.8 – – 139.1 141.4 143.2 – –

Other gasoline stations.................................... 44719 77.7 80.5 81.9 – – 102.3 107.3 109.8 – –

Clothing and clothing accessories stores................... 448 89.1 91.2 90.5 – – 113.5 120.3 119.5 – –

Clothing stores............................................. 4481 87.1 87.9 87.9 – – 107.6 110.9 111.1 – –

Women’s clothing stores................................ 44812 117.7 111.5 113.5 – – 155.8 142.1 142.4 – –

Family clothing stores................................... 44814 72.0 75.8 74.2 – – 82.5 92.2 90.7 – –

Clothing accessories stores............................. 44815 133.1 130.0 121.7 – – 174.8 187.3 178.3 – –

Shoe stores................................................ 4482 113.6 118.1 114.2 – – 181.4 195.5 190.3 – –

Jewelry, luggage, and leather goods stores.............. 4483 77.3 82.5 82.3 – – 96.3 108.3 108.7 – –

Sporting goods, hobby, book, and music stores............ 451 103.1 104.5 106.8 – – 142.4 151.3 153.2 – –

Sporting goods and musical instrument stores........... 4511 119.4 121.7 124.9 – – 162.1 171.7 174.6 – –

Sporting goods stores................................... 45111 144.4 147.7 150.0 – – 190.7 202.4 203.5 – –

Hobby, toy, and game stores........................... 45112 95.7 106.4 110.6 – – 117.2 147.9 157.6 – –

Book stores and news dealers............................ 4512 55.8 51.3 50.7 – – 77.6 79.0 77.4 – –

General merchandise stores................................. 452 112.3 110.5 112.0 – – 137.0 138.8 143.9 – –

Miscellaneous store retailers................................. 453 88.4 85.4 84.6 – – 113.8 107.6 106.3 – –

Florists...................................................... 4531 48.8 48.0 49.0 – – 62.1 59.3 59.4 – –

Office supplies, stationery, and gift stores................ 4532 61.8 56.0 55.4 – – 82.3 71.3 70.5 – –

Office supplies and stationery stores................... 45321 63.8 52.9 53.0 – – 85.0 65.2 65.8 – –

Gift, novelty, and souvenir stores. . . . . . . . . . . . . . . . . . . . .. 45322 59.6 58.1 58.3 – – 77.9 78.8 78.5 – –

Used merchandise stores................................. 4533 194.9 186.1 187.5 – – 263.5 272.0 276.0 – –

Other miscellaneous store retailers....................... 4539 105.8 109.4 106.9 – – 134.8 134.4 131.1 – –

Pet and pet supplies stores............................. 45391 156.9 169.5 163.9 – – 230.5 232.9 223.4 – –

Nonstore retailers............................................. 454 118.9 120.1 121.6 – – 189.7 182.1 181.4 – –

Electronic shopping and mail-order houses. . . . . . . . . . . . .. 4541 154.3 153.7 157.4 – – 253.4 231.1 231.8 – –

Electronic shopping and electronic auctions........... 454111,2 415.7 412.6 426.0 – – 769.3 651.9 653.0 – –

Mail-order houses....................................... 454113 78.3 75.4 76.0 – – 96.0 97.3 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

Dec.

2015

Oct.

2016

Nov.

2016p

Dec.

2016p

Percent

change from:

Nov.2016 -

Dec.2016p

Dec.

2015

Oct.

2016

Nov.

2016p

Dec.

2016p

Percent

change from:

Nov.2016 -

Dec.2016p

Transportation and warehousing............................... 125.2 123.9 124.3 125.4 0.9 165.9 165.2 165.3 164.7 -0.4

Air transportation............................................. 481 71.0 72.8 72.2 – – 145.9 154.2 151.7 – –

Truck transportation.......................................... 484 119.0 118.2 118.8 – – 158.2 158.7 159.5 – –

General freight trucking.................................... 4841 113.7 114.2 114.2 – – 149.2 150.9 150.9 – –

General freight trucking, local........................... 48411 111.8 109.2 108.9 – – 153.9 146.0 146.2 – –

General freight trucking, long-distance................. 48412 114.2 116.0 116.1 – – 147.8 152.7 152.5 – –

General freight trucking, long-distance TL........... 484121 107.9 110.8 111.3 – – 143.3 148.2 149.1 – –

General freight trucking, long-distance LTL. . . . . . . .. 484122 129.1 128.8 127.8 – – 157.1 162.3 160.2 – –

Specialized freight trucking................................ 4842 133.3 127.5 130.2 – – 184.5 179.3 183.3 – –

Used household and office goods moving. . . . . . . . . . . .. 48421 90.2 87.7 87.2 – – 117.2 114.6 112.9 – –

Other specialized trucking, local........................ 48422 145.1 137.3 139.6 – – 203.1 197.7 202.7 – –

Other specialized trucking, long-distance. . . . . . . . . . . . .. 48423 149.8 145.1 149.0 – – 202.4 196.5 199.9 – –

Transit and ground passenger transportation............... 485 130.2 129.0 129.3 – – 167.1 170.1 171.1 – –

School and employee bus transportation................. 4854 119.7 124.7 126.0 – – 164.5 173.6 173.9 – –

Other ground passenger transportation. . . . . . . . . . . . . . . . .. 4859 188.9 189.3 188.1 – – 220.6 225.7 228.8 – –

Pipeline transportation....................................... 486 143.3 129.4 129.9 – – 262.5 236.1 237.3 – –

Support activities for transportation......................... 488 123.5 121.8 122.5 – – 162.7 155.1 155.7 – –

Support activities for air transportation. . . . . . . . . . . . . . . . . .. 4881 138.2 134.6 133.0 – – 170.9 156.4 153.3 – –

Airport operations........................................ 48811 134.4 133.0 135.9 – – 124.8 124.2 127.6 – –

Support activities for water transportation................ 4883 90.7 85.7 85.6 – – 148.6 127.3 128.7 – –

Support activities for road transportation................. 4884 132.9 131.8 133.1 – – 140.5 139.9 139.2 – –

Freight transportation arrangement....................... 4885 128.4 130.0 130.0 – – 175.9 182.9 181.7 – –

Support activities for other transportation, including

rail........................................................ 4882,9 117.9 118.2 122.4 – – 174.9 172.0 180.1 – –

Couriers and messengers.................................... 492 161.1 149.6 151.9 – – 189.4 182.9 182.9 – –

Warehousing and storage.................................... 493 182.5 191.5 190.3 – – 192.0 206.0 206.0 – –

General warehousing and storage........................ 49311 192.1 201.3 201.3 – – 200.9 214.5 215.8 – –

Utilities........................................................... 22 98.3 101.0 97.9 100.0 2.1 142.0 151.2 145.0 148.5 2.4

Power generation and supply................................ 2211 97.8 100.1 96.6 – – 142.9 154.7 147.3 – –

Electric power generation................................. 22111 63.3 62.4 61.5 – – 94.7 97.3 95.8 – –

Fossil fuel electric power generation................... 221112 69.0 70.7 69.4 – – 106.5 112.0 110.2 – –

Electric power transmission and distribution. . . . . . . . . . . .. 22112 152.6 160.2 152.0 – – 228.7 257.2 240.5 – –

Natural gas distribution....................................... 2212 96.2 96.7 94.2 – – 134.4 137.2 133.7 – –

Water, sewage and other systems.......................... 2213 112.8 125.5 124.2 – – 159.2 160.2 156.4 – –

Information......................................................... 51 90.5 91.1 89.8 90.3 0.6 132.7 136.9 135.0 136.5 1.1

Publishing industries, except Internet.......................... 511 100.2 99.8 98.4 – – 158.8 158.1 156.2 – –

Newspaper, book, and directory publishers................. 5111 83.4 80.3 79.5 – – 126.5 119.2 118.3 – –

Newspaper publishers..................................... 51111 78.2 75.4 74.3 – – 102.0 99.2 98.7 – –

Periodical publishers....................................... 51112 100.9 95.1 94.3 – – 168.1 156.1 155.5 – –

Software publishers.......................................... 5112 126.7 131.6 130.8 – – 183.8 190.0 189.3 – –

Motion picture and sound recording industries................ 512 80.9 88.2 88.2 – – 82.9 98.3 96.3 – –

Broadcasting, except Internet.................................. 515 87.3 86.4 85.9 – – 138.2 131.8 132.3 – –

Radio broadcasting........................................... 51511 89.5 89.6 90.0 – – 162.0 144.0 149.3 – –

Telecommunications............................................ 517 73.7 72.1 70.9 – – 102.3 104.2 102.8 – –

Wired telecommunications carriers.......................... 5171 83.4 82.2 80.4 – – 111.4 114.2 112.2 – –

Telecommunications resellers............................... 517911 33.2 31.1 31.1 – – 40.0 38.1 38.2 – –

Data processing, hosting and related services................ 518 111.0 110.2 107.9 – – 179.0 191.3 187.0 – –

Other information services..................................... 519 215.6 230.7 226.4 – – 323.6 347.6 344.4 – –

Financial activities................................................. 110.9 112.4 112.9 113.3 0.4 175.1 182.3 182.8 184.5 0.9

Credit intermediation and related activities.................... 522 102.8 104.0 105.2 – – 156.9 164.7 166.4 – –

Depository credit intermediation............................. 5221 100.1 101.6 102.4 – – 155.8 164.2 164.8 – –

Commercial banking....................................... 52211 102.6 103.6 104.9 – – 163.3 171.2 172.5 – –

Savings institutions........................................ 52212 62.1 63.4 63.5 – – 90.8 97.8 97.2 – –

Credit unions and other depository credit

intermediation............................................ 52213,9 125.0 129.9 129.9 – – 185.4 199.2 199.9 – –

Nondepository credit intermediation......................... 5222 96.5 95.6 97.0 – – 143.6 145.3 147.9 – –

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

Dec.

2015

Oct.

2016

Nov.

2016p

Dec.

2016p

Percent

change from:

Nov.2016 -

Dec.2016p

Dec.

2015

Oct.

2016

Nov.

2016p

Dec.

2016p

Percent

change from:

Nov.2016 -

Dec.2016p

Consumer lending.......................................... 522291 114.9 112.8 111.9 – – 144.3 137.7 135.7 – –

Real estate credit.......................................... 522292 89.4 88.6 90.9 – – 129.5 128.6 132.0 – –

Activities related to credit intermediation.................... 5223 138.6 147.2 147.1 – – 201.6 231.2 231.4 – –

Financial transaction processing and clearing. . . . . . . . . .. 52232 216.4 220.6 221.6 – – 417.4 439.0 434.2 – –

Securities, commodity contracts, investments, and funds

and trusts..................................................... 523,5 130.5 129.6 129.7 – – 235.5 236.8 235.2 – –

Securities brokerage......................................... 52312 107.1 103.1 103.9 – – 182.2 173.2 176.5 – –

Securities and commodity contracts brokerage and

exchanges.................................................. 5231,2 104.7 101.7 101.4 – – 198.2 197.3 194.3 – –

Other financial investment activities, including funds and

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

5239;

525 173.9 177.4 177.3 – – 296.4 302.5 300.8 – –

Portfolio management..................................... 52392 161.6 160.2 160.7 – – 283.1 291.3 289.7 – –

Investment advice.......................................... 52393 224.2 230.5 230.7 – – 369.4 364.6 366.2 – –

Insurance carriers and related activities....................... 524 116.6 118.2 118.4 – – 172.9 179.7 180.4 – –

Insurance carriers............................................ 5241 106.1 107.7 108.2 – – 160.5 167.1 168.5 – –

Direct life and health insurance carriers.................. 52411 117.4 117.0 117.1 – – 182.6 188.9 189.3 – –

Direct insurers, except life and health.................... 52412 95.0 98.6 99.6 – – 138.0 144.8 146.7 – –

Reinsurance carriers....................................... 52413 91.5 89.9 88.5 – – 216.7 212.7 211.7 – –

Insurance agencies, brokerages, and related services. . .. 5242 136.9 139.0 139.2 – – 199.5 207.3 207.0 – –

Insurance agencies and brokerages...................... 52421 134.3 136.9 137.0 – – 196.3 202.0 201.1 – –

Other insurance-related activities......................... 52429 142.6 144.8 144.2 – – 205.6 219.8 218.4 – –

Third-party administration of insurance funds. . . . . . . .. 524292 135.5 135.5 134.9 – – 188.7 207.2 205.9 – –

Real estate...................................................... 531 114.2 118.3 118.4 – – 179.2 191.4 192.8 – –

Lessors of real estate........................................ 5311 91.3 92.8 92.6 – – 141.2 146.9 147.0 – –

Lessors of residential buildings........................... 53111 88.5 89.5 89.5 – – 132.3 137.2 137.3 – –

Lessors of nonresidential buildings....................... 53112 89.3 90.5 89.6 – – 157.2 164.6 163.9 – –

Offices of real estate agents and brokers................... 5312 100.5 105.4 105.6 – – 161.1 181.5 183.0 – –

Activities related to real estate............................... 5313 155.6 162.6 163.3 – – 235.7 250.4 253.9 – –

Real estate property managers........................... 53131 155.9 161.9 163.0 – – 234.5 248.7 253.0 – –

Residential property managers......................... 531311 163.3 170.0 171.6 – – 243.3 256.8 263.3 – –

Nonresidential property managers...................... 531312 138.9 144.0 143.9 – – 217.8 235.0 235.2 – –

Rental and leasing services.................................... 532 92.4 91.0 91.4 – – 136.9 141.5 142.6 – –

Home health equipment rental............................... 532291 125.9 120.9 126.4 – – 134.6 122.3 127.7 – –

General rental centers....................................... 5323 71.7 70.3 68.3 – – 73.9 69.8 69.2 – –

Machinery and equipment rental and leasing............... 5324 133.9 127.7 126.9 – – 210.4 211.0 210.0 – –

Heavy machinery rental and leasing...................... 53241 125.6 113.3 110.5 – – 208.2 202.7 199.4 – –

Office equipment and other machinery rental and

leasing.................................................... 53242,9 144.6 149.9 151.0 – – 212.9 224.7 224.5 – –

Professional and business services.............................. 130.7 132.5 132.4 132.5 0.1 194.6 202.2 202.5 203.2 0.3

Professional and technical services........................... 54 139.1 143.8 143.8 – – 209.8 221.7 221.8 – –

Legal services................................................ 5411 101.4 101.9 101.8 – – 151.0 155.0 154.3 – –

Offices of lawyers.......................................... 54111 99.8 100.6 100.7 – – 150.0 153.8 153.8 – –

Other legal services........................................ 54119 121.9 119.7 120.5 – – 169.4 179.1 174.5 – –

Title abstract and settlement offices.................... 541191 103.2 103.4 104.3 – – 128.7 132.9 129.1 – –

Accounting and bookkeeping services...................... 5412 122.3 125.0 124.5 – – 185.1 189.3 189.1 – –

Offices of certified public accountants.................... 541211 124.2 126.6 127.8 – – 179.5 181.9 184.8 – –

Payroll services............................................ 541214 144.7 159.7 156.0 – – 239.0 248.7 245.8 – –

Architectural and engineering services...................... 5413 115.8 118.3 118.3 – – 174.0 179.7 180.5 – –

Architectural services...................................... 54131 101.9 105.7 105.2 – – 148.9 156.9 156.1 – –

Landscape architectural services......................... 54132 87.1 92.1 89.1 – – 147.9 156.1 150.2 – –

Engineering and drafting services. . . . . . . . . . . . . . . . . . . . . . .. 54133,4 122.6 125.1 125.3 – – 183.6 188.4 190.0 – –

Building inspection, surveying, and mapping services. .. 54135,6,7 95.9 97.3 97.2 – – 142.0 157.9 159.2 – –

Testing laboratories........................................ 54138 112.9 116.6 114.9 – – 163.0 169.1 165.5 – –

Specialized design services................................. 5414 122.5 126.0 122.6 – – 197.7 204.1 201.3 – –

Graphic design services................................... 54143 102.8 102.6 101.1 – – 180.0 178.3 177.7 – –

Computer systems design and related services............ 5415 175.0 182.7 181.2 – – 247.3 262.8 260.4 – –

Custom computer programming services................. 541511 165.3 174.6 174.0 – – 234.4 247.7 247.3 – –

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

Dec.

2015

Oct.

2016

Nov.

2016p

Dec.

2016p

Percent

change from:

Nov.2016 -

Dec.2016p

Dec.

2015

Oct.

2016

Nov.

2016p

Dec.

2016p

Percent

change from:

Nov.2016 -

Dec.2016p

Computer systems design services....................... 541512 212.4 224.2 221.6 – – 285.7 306.7 302.4 – –

Management and technical consulting services. . . . . . . . . . .. 5416 216.5 228.9 229.2 – – 308.7 334.2 333.5 – –

Management consulting services......................... 54161 206.2 220.4 221.0 – – 288.1 315.9 315.8 – –

Administrative management consulting services. . . . .. 541611 214.9 231.1 232.2 – – 338.7 365.5 366.7 – –

Marketing consulting services.......................... 541613 344.5 372.4 372.8 – – 448.9 496.4 499.1 – –

Process and logistics consulting services.............. 541614 218.6 229.2 228.2 – – 242.7 280.3 281.6 – –

Scientific research and development services.............. 5417 134.8 138.8 138.8 – – 218.1 231.9 231.4 – –

Research and development in the physical,

engineering, and life sciences.......................... 54171 141.8 147.3 147.0 – – 229.7 246.8 245.9 – –

Biotechnology research................................. 541711 144.2 154.4 154.6 – – 222.9 246.0 244.7 – –

Physical, engineering, and life sciences research. . . .. 541712 141.0 145.0 144.5 – – 231.6 247.1 246.3 – –

Social science and humanities research. . . . . . . . . . . . . . . .. 54172 82.3 79.2 80.4 – – 119.1 115.2 116.1 – –

Advertising and related services............................. 5418 126.6 129.9 128.9 – – 207.5 219.5 217.8 – –

Advertising agencies....................................... 54181 147.7 147.2 146.3 – – 229.4 236.2 236.2 – –

Public relations agencies.................................. 54182 128.9 126.9 124.7 – – 197.2 201.4 197.2 – –

Advertising material distribution and other advertising

services.................................................. 54187,9 140.8 153.0 154.9 – – 206.0 242.4 244.1 – –

Other professional and technical services. . . . . . . . . . . . . . . . .. 5419 151.1 160.0 159.8 – – 234.1 260.9 261.8 – –

Marketing research and public opinion polling. . . . . . . . . .. 54191 94.4 96.7 95.3 – – 150.4 151.7 151.4 – –

Photographic services..................................... 54192 64.6 58.5 57.0 – – 91.6 88.6 87.9 – –

Veterinary services......................................... 54194 161.6 165.2 165.5 – – 233.6 248.8 249.6 – –

Miscellaneous professional and technical services. . . . .. 54193,9 326.1 391.4 394.5 – – 535.1 680.6 687.0 – –

Management of companies and enterprises. . . . . . . . . . . . . . . . .. 55 130.7 128.3 127.4 – – 221.3 216.5 215.9 – –

Offices of bank holding companies and of other holding

companies.................................................. 551111,2 113.2 107.3 107.3 – – 175.1 175.7 174.3 – –

Managing offices............................................. 551114 132.1 129.5 128.4 – – 225.1 219.3 218.6 – –

Administrative and waste services............................. 56 123.7 124.0 124.8 – – 165.0 170.9 172.9 – –

Administrative and support services......................... 561 123.7 124.0 124.4 – – 165.3 171.3 172.9 – –

Office administrative services............................. 5611 183.8 187.7 189.4 – – 301.4 327.6 332.1 – –

Facilities support services................................. 5612 150.0 149.1 149.2 – – 161.2 170.7 172.7 – –

Employment services...................................... 5613 118.1 116.6 118.0 – – 152.3 152.6 155.3 – –

Employment placement agencies and executive

search services....................................... 56131 109.7 107.7 109.6 – – 181.2 177.4 184.2 – –

Temporary help services................................ 56132 141.6 140.4 141.7 – – 178.8 180.8 183.0 – –

Professional employer organizations................... 56133 49.8 48.5 49.3 – – 64.8 63.4 65.3 – –

Business support services................................. 5614 132.9 132.2 132.0 – – 179.4 187.9 188.4 – –

Telephone call centers.................................. 56142 166.7 166.8 166.1 – – 232.0 245.5 247.6 – –

Business service centers................................ 56143 96.7 95.0 94.5 – – 129.3 129.9 128.6 – –

Collection agencies...................................... 56144 95.3 92.6 92.1 – – 133.9 130.9 130.4 – –

Travel arrangement and reservation services............ 5615 88.4 84.1 84.0 – – 137.7 135.3 135.9 – –

Travel agencies.......................................... 56151 74.1 73.2 74.4 – – 100.8 96.0 98.1 – –

Investigation and security services. . . . . . . . . . . . . . . . . . . . . .. 5616 122.6 123.3 123.5 – – 169.0 182.9 189.7 – –

Security and armored car services..................... 56161 120.8 121.3 121.3 – – 164.9 179.3 185.4 – –

Security systems services.............................. 56162 133.3 138.2 139.1 – – 185.8 202.4 209.4 – –

Services to buildings and dwellings....................... 5617 129.2 132.2 130.9 – – 173.0 183.3 180.7 – –

Exterminating and pest control services. . . . . . . . . . . . . .. 56171 141.5 149.8 152.6 – – 209.9 230.3 228.6 – –

Janitorial services....................................... 56172 125.0 128.1 127.9 – – 164.5 174.4 174.1 – –

Landscaping services................................... 56173 134.9 138.9 136.4 – – 181.5 194.0 189.6 – –

Carpet and upholstery cleaning services. . . . . . . . . . . . .. 56174 92.3 90.8 92.1 – – 128.8 122.2 123.7 – –

Other services to buildings and dwellings. . . . . . . . . . . .. 56179 123.8 122.6 119.2 – – 146.9 153.7 150.0 – –

Other support services..................................... 5619 104.2 113.2 113.7 – – 133.0 144.6 144.9 – –

Packaging and labeling services....................... 56191 130.2 133.6 130.5 – – 192.0 198.1 195.5 – –

Convention and trade show organizers. . . . . . . . . . . . . . .. 56192 91.6 101.1 100.8 – – 108.8 117.4 116.6 – –

All other support services............................... 56199 99.5 110.6 112.1 – – 130.1 145.6 148.2 – –

Waste management and remediation services. . . . . . . . . . . .. 562 127.2 127.9 126.9 – – 162.4 167.9 167.8 – –

Waste collection............................................ 5621 150.4 155.5 155.6 – – 199.6 208.1 208.9 – –

Waste treatment and disposal............................ 5622 90.7 89.8 90.2 – – 131.9 138.7 140.8 – –

Remediation and other waste services................... 5629 145.3 140.6 138.7 – – 163.0 161.6 161.4 – –

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

Dec.

2015

Oct.

2016

Nov.

2016p

Dec.

2016p

Percent

change from:

Nov.2016 -

Dec.2016p

Dec.

2015

Oct.

2016

Nov.

2016p

Dec.

2016p

Percent

change from:

Nov.2016 -

Dec.2016p

Education and health services.................................... 134.8 137.7 138.3 138.7 0.3 198.5 205.7 207.0 207.9 0.4

Health care and social assistance............................. 62 136.8 139.9 140.5 – – 203.2 211.3 212.7 – –

Health care5

................................................... 621,2,3 133.0 136.5 136.7 – – 202.5 210.9 211.7 – –

Ambulatory health care services.......................... 621 151.7 157.0 157.8 – – 229.2 241.7 242.3 – –

Offices of physicians.................................... 6211 132.2 136.3 137.0 – – 227.5 239.4 239.5 – –

Offices of physicians, except mental health. . . . . . . .. 621111 132.4 136.7 137.3 – – 228.5 240.7 240.9 – –

Offices of mental health physicians.................. 621112 125.8 111.8 113.5 – – 176.1 156.8 159.0 – –

Offices of dentists....................................... 6212 128.2 129.9 131.0 – – 176.5 183.3 183.4 – –

Offices of other health practitioners.................... 6213 164.8 171.0 171.8 – – 235.7 247.8 248.0 – –

Offices of chiropractors............................... 62131 138.0 137.1 135.1 – – 196.2 199.4 194.6 – –

Offices of optometrists................................ 62132 159.6 152.4 151.9 – – 225.4 223.5 220.6 – –

Offices of mental health practitioners................ 62133 106.7 120.3 120.8 – – 133.6 147.4 146.9 – –

Offices of specialty therapists........................ 62134 185.9 194.3 194.8 – – 267.6 278.9 280.9 – –

Offices of all other health practitioners. . . . . . . . . . . . .. 62139 200.7 222.8 226.8 – – 282.5 319.5 323.1 – –

Outpatient care centers................................. 6214 197.6 206.4 208.1 – – 291.9 309.7 311.5 – –

Outpatient mental health centers. . . . . . . . . . . . . . . . . . .. 62142 163.5 166.5 165.1 – – 205.1 216.3 214.5 – –

Outpatient care centers, except mental health. . . . .. 62141,9 215.4 226.8 230.6 – – 330.4 351.0 355.0 – –

Freestanding emergency medical centers. . . . . . .. 621493 209.0 209.2 211.6 – – 335.4 326.7 325.3 – –

Miscellaneous outpatient care centers. . . . . . . . . . .. 621410,98 206.1 220.2 223.5 – – 311.9 339.9 346.0 – –

Medical and diagnostic laboratories.................... 6215 150.8 153.8 152.4 – – 212.7 222.3 219.6 – –

Medical laboratories.................................. 621511 155.0 155.4 153.1 – – 218.3 233.6 228.8 – –

Diagnostic imaging centers........................... 621512 140.5 148.8 150.2 – – 200.4 194.3 196.3 – –

Home health care services............................. 6216 195.5 209.2 208.7 – – 256.7 282.2 282.0 – –

Other ambulatory health care services................. 6219 157.1 154.9 157.8 – – 233.3 234.7 237.7 – –

Ambulance services.................................. 62191 161.4 161.2 164.8 – – 228.2 230.4 231.9 – –

All other ambulatory health care services. . . . . . . . . .. 62199 150.8 147.2 148.1 – – 241.6 241.4 244.6 – –

Hospitals.................................................... 622 125.4 127.9 128.1 – – 199.6 205.4 206.4 – –

General medical and surgical hospitals................ 6221 122.0 124.8 125.0 – – 196.1 201.8 202.9 – –

Nursing and residential care facilities..................... 623 117.3 118.7 118.4 – – 153.1 158.9 159.0 – –

Nursing care facilities................................... 6231 103.0 103.6 103.1 – – 136.3 141.7 141.4 – –

Residential mental health facilities. . . . . . . . . . . . . . . . . . . .. 6232 126.6 128.5 129.0 – – 165.0 172.4 173.4 – –

Residential intellectual and developmental

disability facilities................................... 62321 120.1 120.6 121.0 – – 149.5 154.3 155.2 – –

Residential mental health and substance abuse

facilites.............................................. 62322 141.9 146.7 147.1 – – 195.6 208.5 209.5 – –

Community care facilities for the elderly. . . . . . . . . . . . . .. 6233 158.5 161.9 162.9 – – 208.8 216.7 219.1 – –

Continuing care retirement communities. . . . . . . . . . .. 623311 191.0 194.6 195.3 – – 254.0 264.3 266.0 – –

Assisted living facilities for the elderly............... 623312 131.8 135.0 136.6 – – 167.6 173.5 176.7 – –

Other residential care facilities.......................... 6239 92.3 93.9 95.1 – – 120.5 123.5 125.6 – –

Social assistance............................................. 624 156.7 158.3 159.7 – – 205.1 213.9 214.6 – –

Individual and family services............................. 6241 211.2 213.1 215.2 – – 267.1 278.7 280.2 – –

Child and youth services................................ 62411 127.2 123.0 126.8 – – 173.7 173.9 178.5 – –

Services for the elderly and persons with

disabilities............................................. 62412 269.6 273.0 274.7 – – 345.6 364.7 366.5 – –

Other individual and family services.................... 62419 133.9 137.4 139.5 – – 188.5 196.9 198.7 – –

Emergency and other relief services...................... 6242 124.6 129.9 128.3 – – 171.8 188.6 184.4 – –

Vocational rehabilitation services......................... 6243 87.9 89.2 89.3 – – 118.2 119.1 119.1 – –

Child day care services.................................... 6244 122.8 124.0 124.2 – – 162.4 169.4 168.0 – –

Leisure and hospitality............................................ 124.0 124.9 126.3 125.1 -1.0 177.0 184.1 186.6 185.3 -0.7

Arts, entertainment, and recreation............................ 71 112.3 113.2 113.4 – – 154.1 160.9 161.5 – –

Performing arts and spectator sports. . . . . . . . . . . . . . . . . . . . . .. 711 123.2 123.7 122.8 – – 174.5 189.1 190.7 – –

Performing arts companies................................ 7111 103.4 104.6 106.1 – – 184.1 201.1 213.2 – –

Spectator sports............................................ 7112 110.5 107.2 102.9 – – 138.8 147.9 144.0 – –

Arts and sports promoters and agents and managers

for public figures......................................... 7113,4 179.2 180.9 178.5 – – 225.5 258.6 249.5 – –

Independent artists, writers, and performers. . . . . . . . . . . .. 7115 122.4 124.6 118.5 – – 193.8 192.8 181.3 – –

Museums, historical sites, and similar institutions. . . . . . . . .. 712 121.2 126.4 124.2 – – 162.7 174.5 170.9 – –

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

Dec.

2015

Oct.

2016

Nov.

2016p

Dec.

2016p

Percent

change from:

Nov.2016 -

Dec.2016p

Dec.

2015

Oct.

2016

Nov.

2016p

Dec.

2016p

Percent

change from:

Nov.2016 -

Dec.2016p

Museums................................................... 71211 113.1 115.9 113.5 – – 146.6 159.1 154.9 – –

Historical sites and other similar institutions. . . . . . . . . . . .. 71212,3,9 134.8 143.9 141.6 – – 196.3 205.9 203.7 – –

Amusements, gambling, and recreation..................... 713 109.0 108.8 110.5 – – 145.4 147.3 149.7 – –

Gambling industries........................................ 7132 94.5 94.8 96.0 – – 141.0 146.1 147.6 – –

Golf courses and country clubs........................... 71391 118.5 118.2 121.6 – – 157.0 161.1 165.1 – –

Skiing facilities............................................. 71392 149.5 148.7 142.5 – – 233.7 259.0 254.1 – –

Marinas..................................................... 71393 120.4 108.5 107.6 – – 174.3 162.3 155.5 – –

Fitness and recreational sports centers. . . . . . . . . . . . . . . . .. 71394 102.4 99.4 101.5 – – 123.7 126.3 128.8 – –

Bowling centers............................................ 71395 75.6 70.9 72.9 – – 100.3 94.9 97.6 – –

Accommodation and food services............................ 72 125.9 127.2 128.6 – – 182.6 190.4 192.9 – –

Accommodation............................................... 721 107.5 107.4 108.1 – – 148.7 152.0 153.2 – –

Traveler accommodation.................................. 7211 106.8 106.3 106.9 – – 148.1 150.8 152.0 – –

Hotels and motels, except casino hotels............... 72111 110.5 110.3 111.2 – – 154.7 157.9 159.6 – –

RV parks and recreational camps. . . . . . . . . . . . . . . . . . . . . . .. 7212 145.2 153.9 152.1 – – 194.7 198.9 194.6 – –

Food services and drinking places.......................... 722 130.6 131.8 132.6 – – 193.0 201.9 203.7 – –

Special food services...................................... 7223 130.3 121.9 122.6 – – 183.5 173.2 173.9 – –

Food service contractors................................ 72231 130.1 121.2 121.9 – – 179.4 165.9 165.3 – –

Caterers and mobile food services..................... 72232,3 127.7 123.8 125.1 – – 194.5 199.8 203.9 – –

Drinking places, alcoholic beverages..................... 7224 92.6 93.9 94.1 – – 151.2 167.1 168.4 – –

Restaurants and other eating places..................... 7225 132.0 134.5 135.4 – – 195.3 206.5 208.4 – –

Full-service restaurants................................. 722511 128.7 130.3 130.4 – – 201.2 211.1 211.5 – –

Limited-service restaurants............................. 722513 133.2 135.8 137.4 – – 182.8 195.2 198.0 – –

Cafeterias, grill buffets, and buffets. . . . . . . . . . . . . . . . . . .. 722514 82.3 81.7 80.4 – – 107.1 109.0 107.5 – –

Snack and nonalcoholic beverage bars................ 722515 191.5 197.8 200.9 – – 267.3 283.1 288.6 – –

Other services..................................................... 81 101.7 102.4 102.5 102.4 -0.1 142.1 144.6 144.7 144.5 -0.1

Repair and maintenance....................................... 811 107.6 106.4 106.4 – – 143.9 144.0 144.1 – –

Automotive repair and maintenance......................... 8111 104.8 105.7 106.6 – – 138.5 142.1 143.7 – –

Automotive mechanical and electrical repair. . . . . . . . . . . .. 81111 103.8 103.5 103.0 – – 135.6 139.5 139.8 – –

General automotive repair.............................. 811111 116.1 116.6 116.4 – – 149.2 154.5 155.5 – –

Automotive body, interior, and glass repair. . . . . . . . . . . . .. 81112 104.5 105.5 106.0 – – 139.7 142.2 143.4 – –

Other automotive repair and maintenance. . . . . . . . . . . . . .. 81119 109.0 110.6 113.4 – – 146.7 150.2 152.3 – –

Car washes.............................................. 811192 114.9 120.2 124.1 – – 154.2 164.5 168.7 – –

Auto oil change shops and all other auto repair and

maintenance........................................... 811191,8 102.1 98.2 98.4 – – 138.7 134.4 132.8 – –

Electronic equipment repair and maintenance.............. 8112 98.6 92.9 93.8 – – 128.0 122.7 121.7 – –

Computer and office machine repair...................... 811212 86.2 77.7 80.8 – – 107.5 104.9 106.0 – –

Miscellaneous electronic equipment repair and

maintenance............................................. 811211,3,9108.2 104.8 104.4 – – 145.6 135.5 134.0 – –

Commercial machinery repair and maintenance. . . . . . . . . .. 8113 138.0 133.7 132.0 – – 192.6 187.4 185.4 – –

Household goods repair and maintenance. . . . . . . . . . . . . . . .. 8114 88.7 75.7 75.6 – – 110.4 93.0 93.2 – –

Personal and laundry services................................. 812 104.4 105.0 104.3 – – 141.9 145.9 144.5 – –

Personal care services....................................... 8121 121.2 121.2 120.6 – – 177.4 182.3 180.0 – –

Hair, nail, and skin care services......................... 81211 111.5 110.3 109.3 – – 157.5 162.2 158.7 – –

Other personal care services.............................. 81219 199.8 207.3 209.2 – – 349.5 352.3 364.4 – –

Death care services.......................................... 8122 92.5 94.0 93.5 – – 122.7 132.8 129.3 – –

Drycleaning and laundry services........................... 8123 78.6 79.8 78.2 – – 99.9 103.8 102.4 – –

Coin-operated laundries and drycleaners. . . . . . . . . . . . . . .. 81231 79.6 78.3 76.7 – – 94.1 98.6 94.9 – –

Drycleaning and laundry services, except

coin-operated............................................ 81232 63.7 63.7 61.8 – – 82.0 86.2 84.1 – –

Linen and uniform supply.................................. 81233 97.3 101.2 100.2 – – 118.7 123.2 122.2 – –

Other personal services...................................... 8129 122.5 124.8 125.0 – – 148.9 150.2 149.9 – –

Pet care services, except veterinary...................... 81291 290.8 314.8 317.4 – – 327.9 341.8 346.1 – –

Parking lots and garages.................................. 81293 130.8 127.6 126.8 – – 160.5 160.9 159.7 – –

Membership associations and organizations.................. 813 97.8 99.4 99.6 – – 141.3 144.3 144.7 – –

Grantmaking and giving services............................ 8132 138.0 140.9 142.8 – – 255.9 246.8 247.1 – –

Grantmaking foundations.................................. 813211 236.8 249.9 251.1 – – 439.6 433.2 429.9 – –

Social advocacy organizations............................... 8133 116.1 121.0 120.8 – – 174.2 194.3 193.3 – –

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

Dec.

2015

Oct.

2016

Nov.

2016p

Dec.

2016p

Percent

change from:

Nov.2016 -

Dec.2016p

Dec.

2015

Oct.

2016

Nov.

2016p

Dec.

2016p

Percent

change from:

Nov.2016 -

Dec.2016p

Human rights organizations............................... 813311 112.0 108.3 111.7 – – 151.6 157.2 158.1 – –

Environment, conservation, and other social advocacy

organizations............................................. 813312,9 117.6 124.7 124.3 – – 182.9 207.4 206.7 – –

Civic and social organizations............................... 8134 79.7 81.0 82.2 – – 103.0 109.9 111.9 – –

Professional and similar organizations...................... 8139 93.6 102.2 102.6 – – 136.2 150.3 151.9 – –

Business associations..................................... 81391 94.5 101.0 100.9 – – 140.1 152.8 153.7 – –

Professional organizations................................ 81392 134.5 128.6 129.2 – – 202.3 197.8 198.0 – –

Labor unions and similar labor organizations. . . . . . . . . . .. 81393 75.3 84.6 84.1 – – 106.1 119.1 120.1 – –

Miscellaneous professional and similar organizations. .. 81394,9 90.9 108.0 108.1 – – 135.7 171.6 172.2 – –

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