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

Jan.

2016

Nov.

2016

Dec.

2016p

Jan.

2017p

Percent

change from:

Dec.2016 -

Jan.2017p

Jan.

2016

Nov.

2016

Dec.

2016p

Jan.

2017p

Percent

change from:

Dec.2016 -

Jan.2017p

Total private.......................................................... 112.1 113.2 113.5 113.8 0.3 159.7 164.5 165.3 166.1 0.5

Goods-producing.................................................. 90.1 89.4 89.2 89.6 0.4 122.5 124.8 124.6 125.4 0.6

Mining and logging.............................................. 128.6 112.7 112.9 113.6 0.6 200.8 177.4 180.0 182.4 1.3

Logging........................................................ 1133 78.1 77.5 77.9 – – 113.4 109.9 108.8 – –

Mining......................................................... 21 135.2 117.8 117.4 – – 210.4 185.8 187.3 – –

Oil and gas extraction..................................... 211 169.3 142.8 141.6 – – 281.4 259.0 259.3 – –

Mining, except oil and gas................................ 212 89.5 84.6 84.0 – – 127.1 120.5 120.1 – –

Coal mining.............................................. 2121 71.9 65.1 64.5 – – 108.9 95.4 96.3 – –

Stone mining and quarrying............................ 21231 87.1 87.0 87.8 – – 116.2 120.9 122.1 – –

Crushed and broken limestone mining. . . . . . . . . . . . .. 212312 85.1 79.8 77.3 – – 116.9 114.7 110.2 – –

Other stone mining and quarrying. . . . . . . . . . . . . . . . . .. 212311,3,9 90.5 97.6 98.9 – – 116.0 129.7 131.3 – –

Support activities for mining............................... 213 173.8 144.4 144.5 – – 286.9 235.9 240.5 – –

Support activities for oil and gas operations........... 213112 196.7 159.0 158.9 – – 359.5 283.8 287.7 – –

Construction..................................................... 23 100.2 101.5 100.6 101.5 0.9 137.5 143.9 142.5 144.2 1.2

Construction of buildings..................................... 236 91.7 92.7 92.1 – – 129.3 134.2 133.4 – –

Residential building........................................ 2361 86.8 89.9 89.6 – – 120.7 126.4 125.9 – –

New single-family general contractors. . . . . . . . . . . . . . . .. 236115 66.8 67.4 66.9 – – 94.4 95.4 94.7 – –

Residential remodelers.................................. 236118 124.6 132.2 130.7 – – 166.0 180.4 176.5 – –

Nonresidential building..................................... 2362 95.9 95.2 94.1 – – 135.9 140.0 138.6 – –

Industrial building........................................ 23621 88.8 85.3 84.8 – – 130.3 129.8 128.2 – –

Commercial building..................................... 23622 99.3 98.7 97.8 – – 138.8 143.6 142.9 – –

Heavy and civil engineering construction................... 237 100.9 100.0 98.3 – – 149.7 154.3 152.0 – –

Utility system construction................................. 2371 126.8 122.0 120.1 – – 197.3 197.4 193.8 – –

Water and sewer system construction. . . . . . . . . . . . . . . .. 23711 93.3 100.4 97.2 – – 130.0 141.8 137.0 – –

Oil and gas pipeline construction....................... 23712 176.0 154.5 148.1 – – 307.8 290.0 275.0 – –

Power and communication system construction....... 23713 140.7 130.8 133.2 – – 222.4 216.3 218.7 – –

Land subdivision........................................... 2372 20.8 24.0 24.1 – – 38.2 45.3 46.7 – –

Highway, street, and bridge construction................. 2373 90.9 94.4 89.8 – – 124.8 132.7 125.0 – –

Other heavy construction.................................. 2379 86.2 81.1 89.5 – – 125.4 131.5 155.1 – –

Specialty trade contractors................................... 238 102.7 104.6 103.3 – – 136.9 143.8 141.9 – –

Building foundation and exterior contractors. . . . . . . . . . . .. 2381 96.7 100.1 96.6 – – 128.9 134.5 129.1 – –

Poured concrete structure contractors. . . . . . . . . . . . . . . .. 23811 112.4 125.3 123.3 – – 160.5 184.8 182.8 – –

Steel and precast concrete contractors. . . . . . . . . . . . . . .. 23812 99.2 103.4 102.7 – – 136.8 140.6 138.6 – –

Framing contractors..................................... 23813 66.9 62.6 61.3 – – 80.7 74.1 71.0 – –

Masonry contractors..................................... 23814 74.4 71.5 68.5 – – 95.6 90.9 86.8 – –

Glass and glazing contractors.......................... 23815 117.1 125.8 126.2 – – 155.5 168.1 165.1 – –

Roofing contractors...................................... 23816 107.7 112.6 103.1 – – 141.4 153.5 140.4 – –

Siding contractors....................................... 23817 121.4 112.1 107.0 – – 202.3 181.0 165.7 – –

Other building exterior contractors. . . . . . . . . . . . . . . . . . . .. 23819 125.9 131.4 133.4 – – 157.8 165.2 166.0 – –

Building equipment contractors........................... 2382 108.2 110.8 110.7 – – 142.6 151.5 150.8 – –

Electrical contractors.................................... 23821 96.2 99.5 98.6 – – 128.2 139.7 137.4 – –

Plumbing and HVAC contractors....................... 23822 118.0 121.2 120.5 – – 155.3 162.7 161.7 – –

Other building equipment contractors.................. 23829 142.1 134.5 134.7 – – 176.3 176.5 177.5 – –

Building finishing contractors.............................. 2383 89.2 88.6 88.8 – – 119.6 122.9 123.6 – –

Drywall and insulation contractors...................... 23831 77.5 76.1 75.7 – – 105.9 108.9 109.8 – –

Painting and wall covering contractors................. 23832 91.2 93.3 93.8 – – 113.0 118.2 120.7 – –

Flooring contractors..................................... 23833 87.9 90.6 92.7 – – 118.2 123.4 124.9 – –

Tile and terrazzo contractors........................... 23834 115.1 106.0 110.1 – – 171.4 165.0 170.3 – –

Finish carpentry contractors............................ 23835 96.4 96.6 97.2 – – 134.6 138.9 136.2 – –

Other building finishing contractors..................... 23839 107.4 106.5 104.1 – – 147.8 156.1 151.7 – –

Other specialty trade contractors......................... 2389 111.0 115.9 112.9 – – 149.7 162.4 159.3 – –

Site preparation contractors............................ 23891 112.8 114.8 112.7 – – 149.8 159.8 156.4 – –

All other specialty trade contractors.................... 23899 115.1 115.3 111.4 – – 158.5 164.0 160.5 – –

Manufacturing................................................... 83.8 82.9 83.0 83.1 0.1 110.5 111.7 112.0 112.2 0.2

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

Jan.

2016

Nov.

2016

Dec.

2016p

Jan.

2017p

Percent

change from:

Dec.2016 -

Jan.2017p

Jan.

2016

Nov.

2016

Dec.

2016p

Jan.

2017p

Percent

change from:

Dec.2016 -

Jan.2017p

Durable goods................................................ 85.0 83.9 84.2 84.2 0.0 112.7 113.2 113.8 114.0 0.2

Wood products............................................. 321 72.5 72.9 72.4 73.2 1.1 97.3 99.6 99.4 100.6 1.2

Sawmills and wood preservation....................... 3211 73.5 75.5 74.8 – – 95.7 101.5 101.0 – –

Plywood and engineered wood products. . . . . . . . . . . . .. 3212 73.1 70.1 68.1 – – 100.6 97.1 96.9 – –

Other wood products.................................... 3219 71.4 73.0 73.1 – – 96.2 99.8 99.8 – –

Millwork................................................ 32191 68.3 67.7 67.3 – – 89.3 91.4 90.3 – –

Wood windows and doors......................... 321911 63.2 64.8 63.0 – – 90.5 94.7 90.8 – –

Cut stock, resawing lumber, planing, and other

millwork, including flooring....................... 321912,8 74.6 70.0 70.5 – – 90.4 88.0 89.0 – –

Wood containers and pallets......................... 32192 96.1 94.2 95.1 – – 145.4 141.8 145.8 – –

All other wood products.............................. 32199 59.6 67.8 67.7 – – 79.1 90.9 90.1 – –

Nonmetallic mineral products............................. 327 77.4 76.7 77.5 77.9 0.5 101.4 101.1 102.1 102.5 0.4

Cement and concrete products......................... 3273 83.3 86.1 86.3 – – 113.3 113.9 112.9 – –

Ready-mix concrete................................... 32732 79.9 80.8 79.8 – – 109.6 105.9 104.1 – –

Other cement and concrete products................ 32731,3,9 87.3 91.4 93.7 – – 119.2 123.5 126.4 – –

Primary metals............................................. 331 77.9 76.2 76.1 75.8 -0.4 99.4 100.9 99.9 98.8 -1.1

Foundries................................................ 3315 66.9 64.3 63.7 – – 83.7 82.5 81.3 – –

Fabricated metal products................................. 332 95.4 93.0 92.8 93.1 0.3 126.0 126.0 126.0 126.4 0.3

Forging and stamping................................... 3321 89.1 91.2 91.1 – – 113.7 124.5 125.7 – –

Architectural and structural metals..................... 3323 98.0 94.8 94.5 – – 127.9 125.6 125.6 – –

Plate work and fabricated structural products. . . . . .. 33231 99.9 91.6 93.1 – – 137.2 127.0 129.2 – –

Fabricated structural metal products. . . . . . . . . . . . .. 332312 102.1 96.3 96.2 – – 141.9 135.9 136.8 – –

Ornamental and architectural metal products. . . . . .. 33232 96.8 97.2 95.9 – – 121.2 124.3 123.6 – –

Sheet metal work................................... 332322 116.3 113.5 114.0 – – 140.3 141.9 141.3 – –

Boilers, tanks, and shipping containers. . . . . . . . . . . . . . .. 3324 107.6 94.4 94.2 – – 144.1 126.5 127.6 – –

Machine shops and threaded products. . . . . . . . . . . . . . .. 3327 118.5 113.8 115.2 – – 152.1 149.8 151.3 – –

Machine shops........................................ 33271 126.3 123.1 125.3 – – 164.6 164.0 166.2 – –

Turned products and screws, nuts, and bolts. . . . . .. 33272 98.1 89.7 88.6 – – 118.6 111.4 110.4 – –

Coating, engraving, and heat treating metals.......... 3328 92.4 92.8 91.8 – – 123.1 124.9 124.8 – –

Metal heat treating and coating and nonprecious

engraving........................................... 332811,2 117.8 112.9 112.6 – – 154.5 150.7 150.7 – –

Electroplating, anodizing, and coloring metals. . . . .. 332813 71.5 76.3 74.6 – – 96.2 102.8 103.0 – –

Other fabricated metal products........................ 3329 92.8 94.4 95.1 – – 126.3 133.7 134.9 – –

Metal valves........................................... 33291 83.3 82.9 84.4 – – 118.3 121.4 124.3 – –

All other fabricated metal products. . . . . . . . . . . . . . . . .. 33299 98.0 100.4 100.9 – – 130.2 140.0 139.9 – –

Machinery.................................................. 333 91.7 90.3 91.0 91.8 0.9 124.7 123.8 125.0 126.3 1.0

Agricultural, construction, and mining machinery. . . . .. 3331 108.1 104.0 106.0 – – 152.8 147.4 150.2 – –

Farm machinery and equipment..................... 333111 94.2 89.5 88.5 – – 129.5 125.0 124.2 – –

Industrial machinery..................................... 3332 90.9 93.8 95.9 – – 130.1 131.0 133.3 – –

Commercial and service industry machinery. . . . . . . . .. 3333 74.4 72.7 72.4 – – 117.1 108.6 108.3 – –

HVAC and commercial refrigeration equipment. . . . . .. 3334 82.6 84.4 85.2 – – 108.8 114.8 115.6 – –

Metalworking machinery................................ 3335 86.6 84.3 84.7 – – 109.2 109.7 111.9 – –

Special tools, dies, jigs, and fixtures................. 333514 79.5 76.3 74.6 – – 104.1 101.5 100.6 – –

Turbine and power transmission equipment. . . . . . . . . .. 3336 83.4 81.4 81.2 – – 101.0 107.9 108.6 – –

Other general purpose machinery...................... 3339 100.0 98.9 100.3 – – 140.4 137.0 139.9 – –

Computer and electronic products........................ 334 83.6 82.7 82.9 82.3 -0.7 121.4 126.0 126.4 127.4 0.8

Communications equipment............................ 3342 56.5 58.3 58.3 – – 73.2 73.1 73.6 – –

Semiconductors and electronic components........... 3344 74.5 71.4 71.8 – – 102.5 102.4 102.4 – –

Semiconductors and related devices. . . . . . . . . . . . . . .. 334413 73.9 77.9 78.7 – – 125.3 128.2 128.1 – –

Electronic connectors and misc. electronic

components......................................... 334416,7,9 75.3 66.9 65.3 – – 98.7 94.6 92.9 – –

Electronic instruments................................... 3345 125.7 125.8 126.2 – – 208.2 214.4 215.8 – –

Electrical equipment and appliances...................... 335 79.3 77.2 77.7 77.1 -0.8 108.4 107.4 108.0 107.6 -0.4

Electrical equipment..................................... 3353 90.3 79.9 79.7 – – 122.8 112.8 113.2 – –

Other electrical equipment and components........... 3359 88.3 88.2 87.8 – – 123.2 124.2 123.6 – –

Transportation equipment................................. 336 91.1 90.2 90.5 90.2 -0.3 110.8 109.6 109.7 109.9 0.2

Motor vehicles and parts4

............................... 3361,2,3 82.6 82.8 82.7 82.2 -0.6 84.3 84.6 84.4 84.0 -0.5

Motor vehicles........................................... 3361 76.7 81.1 80.7 – – 78.1 87.5 87.6 – –

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

Jan.

2016

Nov.

2016

Dec.

2016p

Jan.

2017p

Percent

change from:

Dec.2016 -

Jan.2017p

Jan.

2016

Nov.

2016

Dec.

2016p

Jan.

2017p

Percent

change from:

Dec.2016 -

Jan.2017p

Motor vehicle bodies and trailers....................... 3362 108.3 103.4 105.9 – – 122.1 115.3 119.8 – –

Motor vehicle parts...................................... 3363 79.0 79.4 79.8 – – 80.6 78.9 78.7 – –

Motor vehicle gasoline engine and parts. . . . . . . . . . .. 33631 73.9 73.0 71.0 – – 83.0 79.6 75.8 – –

Motor vehicle power train components. . . . . . . . . . . . .. 33635 84.8 84.0 83.5 – – 82.7 80.3 80.1 – –

Motor vehicle metal stamping........................ 33637 84.1 83.0 84.1 – – 81.7 79.9 81.0 – –

All other motor vehicle parts......................... 33639 88.4 90.6 91.6 – – 98.3 98.7 100.1 – –

Aerospace products and parts.......................... 3364 130.0 127.0 126.3 – – 217.3 209.9 208.4 – –

Aircraft................................................. 336411 122.4 120.4 119.6 – – 187.1 185.2 183.8 – –

Furniture and related products............................ 337 62.2 62.0 62.1 62.4 0.5 80.3 84.6 85.5 86.3 0.9

Household and institutional furniture................... 3371 58.7 58.3 58.1 – – 76.5 80.0 80.3 – –

Wood kitchen cabinets and countertops............. 33711 73.8 77.2 76.8 – – 95.0 105.1 105.6 – –

Other household and institutional furniture. . . . . . . . .. 33712 49.9 47.4 47.4 – – 65.1 64.5 64.9 – –

Upholstered household furniture................... 337121 72.7 68.9 69.1 – – 86.1 87.4 88.3 – –

Miscellaneous durable goods manufacturing............. 339 85.2 84.2 84.9 84.9 0.0 121.0 120.9 123.3 123.8 0.4

Medical equipment and supplies....................... 3391 107.7 108.2 109.0 – – 149.4 154.0 156.3 – –

Surgical appliances and supplies.................... 339113 110.4 102.5 105.7 – – 150.1 134.9 139.7 – –

Dental laboratories.................................... 339116 77.7 77.7 77.5 – – 107.8 112.2 114.4 – –

Other miscellaneous durable goods manufacturing. .. 3399 68.4 67.4 68.1 – – 97.8 95.4 96.9 – –

Signs................................................... 33995 94.5 92.5 94.9 – – 125.2 121.2 127.2 – –

All other miscellaneous durable goods

manufacturing....................................... 33993,4,9 69.0 67.8 66.9 – – 102.4 98.9 97.5 – –

Nondurable goods............................................ 81.5 81.2 81.1 81.5 0.5 106.1 108.8 109.0 109.2 0.2

Food manufacturing........................................ 311 104.4 104.8 105.2 106.2 1.0 135.1 139.7 140.6 141.2 0.4

Sugar and confectionery products...................... 3113 82.9 79.6 78.1 – – 89.7 92.1 90.7 – –

Fruit and vegetable preserving and specialty.......... 3114 94.8 96.7 98.5 – – 122.2 127.3 129.0 – –

Frozen food........................................... 31141 95.3 102.4 103.3 – – 126.4 140.5 139.1 – –

Fruit and vegetable canning and drying. . . . . . . . . . . .. 31142 93.5 90.3 93.3 – – 117.1 115.1 119.0 – –

Dairy products........................................... 3115 111.3 115.2 112.9 – – 154.7 161.4 158.1 – –

Animal slaughtering and processing. . . . . . . . . . . . . . . . . .. 3116 98.8 101.6 103.0 – – 130.1 136.9 139.8 – –

Poultry processing.................................... 311615 99.3 100.7 103.0 – – 130.1 134.0 137.0 – –

Seafood product preparation and packaging. . . . . . . . .. 3117 98.4 87.1 79.1 – – 154.4 123.1 110.8 – –

Bakeries and tortilla manufacturing..................... 3118 105.6 98.5 98.9 – – 135.6 130.3 132.9 – –

Textile mills................................................. 313 38.5 37.9 37.3 36.9 -1.1 50.6 50.0 49.5 48.9 -1.2

Textile product mills........................................ 314 53.4 51.9 50.9 53.2 4.5 64.9 66.7 66.3 70.3 6.0

Apparel..................................................... 315 34.3 33.9 34.0 33.0 -2.9 53.0 50.3 51.0 48.5 -4.9

Paper and paper products................................. 322 66.4 66.7 66.9 66.3 -0.9 85.7 86.1 86.7 86.0 -0.8

Pulp, paper, and paperboard mills. . . . . . . . . . . . . . . . . . . .. 3221 62.3 59.5 60.9 – – 78.7 75.2 76.7 – –

Converted paper products.............................. 3222 68.3 70.2 69.8 – – 90.5 93.8 94.3 – –

Paperboard containers................................ 32221 69.4 71.9 71.8 – – 90.3 95.7 95.2 – –

Corrugated and solid fiber boxes.................. 322211 69.1 71.1 71.7 – – 86.3 92.3 93.5 – –

Paper bags and coated and treated paper. . . . . . . . .. 32222 69.3 67.6 68.6 – – 91.0 89.8 90.0 – –

Printing and related support activities. . . . . . . . . . . . . . . . . . .. 323 65.7 64.1 64.7 64.3 -0.6 81.0 80.0 80.8 80.2 -0.7

Petroleum and coal products.............................. 324 101.8 100.1 100.7 102.1 1.4 167.5 172.1 172.0 176.1 2.4

Chemicals.................................................. 325 96.4 96.0 95.4 96.0 0.6 118.1 123.8 123.3 122.7 -0.5

Basic chemicals......................................... 3251 87.6 85.5 85.1 – – 109.3 113.7 114.1 – –

Resin, rubber, and artificial fibers. . . . . . . . . . . . . . . . . . . . .. 3252 81.5 79.2 76.8 – – 106.1 114.1 110.8 – –

Pharmaceuticals and medicines........................ 3254 128.1 130.2 129.2 – – 161.4 163.5 162.4 – –

Soaps, cleaning compounds, and toiletries. . . . . . . . . . .. 3256 92.6 87.3 87.3 – – 106.9 104.9 104.0 – –

Plastics and rubber products.............................. 326 84.5 83.8 83.0 83.2 0.2 105.2 107.1 106.8 107.2 0.4

Plastics products........................................ 3261 86.7 86.4 85.7 – – 113.7 116.0 116.3 – –

Plastics packaging materials, film, and sheet. . . . . .. 32611 101.5 102.3 100.1 – – 124.6 125.2 123.4 – –

Foam products........................................ 32614,5 103.9 101.2 102.2 – – 126.2 137.7 138.2 – –

Other plastics products............................... 32619 79.7 80.4 79.3 – – 108.7 112.2 111.4 – –

Rubber products......................................... 3262 76.1 73.8 73.3 – – 81.1 80.9 80.1 – –

Miscellaneous nondurable goods manufacturing. . . . . . .. 312,6 96.7 98.0 97.1 95.5 -1.6 115.8 123.2 122.0 119.8 -1.8

Private service-providing............................................ 118.4 120.0 119.9 120.5 0.5 171.6 177.1 177.5 178.7 0.7

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

Jan.

2016

Nov.

2016

Dec.

2016p

Jan.

2017p

Percent

change from:

Dec.2016 -

Jan.2017p

Jan.

2016

Nov.

2016

Dec.

2016p

Jan.

2017p

Percent

change from:

Dec.2016 -

Jan.2017p

Trade, transportation, and utilities................................ 106.9 107.3 107.5 107.7 0.2 144.0 146.4 147.2 147.4 0.1

Wholesale trade................................................. 42 106.3 107.7 107.6 107.5 -0.1 150.2 154.5 155.0 154.9 -0.1

Durable goods................................................ 423 99.7 101.1 101.2 – – 134.5 139.6 140.5 – –

Motor vehicles and parts.................................. 4231 100.2 100.3 100.5 – – 132.9 129.8 130.4 – –

Motor vehicles........................................... 42311 100.8 98.7 98.8 – – 131.5 128.2 128.9 – –

New motor vehicle parts................................ 42312 94.5 95.5 95.0 – – 128.4 126.7 125.6 – –

Furniture and furnishings.................................. 4232 94.7 93.2 93.9 – – 117.1 123.0 125.1 – –

Lumber and construction supplies........................ 4233 95.4 102.6 101.8 – – 133.1 145.1 145.7 – –

Lumber and wood....................................... 42331 82.7 90.2 88.8 – – 117.0 133.5 133.1 – –

Masonry materials....................................... 42332 104.5 106.7 105.5 – – 136.2 142.4 143.4 – –

Roofing, siding, and other construction materials. . . .. 42333,9 115.4 131.1 132.3 – – 166.7 181.1 182.8 – –

Commercial equipment.................................... 4234 93.0 94.7 94.9 – – 119.4 130.9 131.7 – –

Office equipment........................................ 42342 73.3 71.9 71.7 – – 98.7 104.8 105.4 – –

Computer and software................................. 42343 78.5 78.5 79.3 – – 97.6 107.3 107.0 – –

Medical equipment...................................... 42345 129.6 133.7 135.4 – – 179.7 195.5 200.2 – –

Miscellaneous professional and commercial

equipment............................................. 42341,4,6,9104.6 110.4 109.2 – – 148.9 164.1 164.8 – –

Metals and minerals....................................... 4235 100.1 96.4 95.3 – – 139.1 135.9 134.5 – –

Electric goods.............................................. 4236 93.7 97.5 97.3 – – 130.8 134.3 136.7 – –

Electrical equipment and wiring. . . . . . . . . . . . . . . . . . . . . . .. 42361 106.8 108.2 108.6 – – 149.7 149.6 152.2 – –

Electric appliances and other electronic parts. . . . . . . .. 42362,9 82.2 88.4 87.2 – – 115.5 124.1 123.4 – –

Hardware and plumbing................................... 4237 107.4 110.3 111.1 – – 151.8 162.2 163.7 – –

Hardware................................................. 42371 108.9 109.7 111.1 – – 160.4 166.3 167.6 – –

Plumbing equipment..................................... 42372 109.4 116.2 118.0 – – 166.2 178.7 183.5 – –

HVAC and refrigeration equipment..................... 42373,4 104.2 102.4 103.3 – – 131.7 140.8 142.1 – –

Machinery and supplies................................... 4238 103.3 104.6 104.8 – – 142.9 147.3 147.3 – –

Construction equipment................................. 42381 105.5 114.3 112.0 – – 137.4 155.0 153.9 – –

Farm and garden equipment........................... 42382 103.1 105.3 102.5 – – 163.2 166.2 161.6 – –

Industrial machinery..................................... 42383 100.1 99.4 101.3 – – 140.7 142.0 142.9 – –

Industrial supplies....................................... 42384 124.1 126.8 129.6 – – 171.5 179.2 183.4 – –

Miscellaneous durable goods............................. 4239 113.3 109.4 109.2 – – 165.0 154.7 155.2 – –

Sporting goods.......................................... 42391 105.5 101.3 101.1 – – 144.8 143.2 143.1 – –

Recyclable materials.................................... 42393 112.2 111.6 110.9 – – 143.7 149.3 148.1 – –

Nondurable goods............................................ 424 104.7 106.0 105.6 – – 144.4 147.0 147.4 – –

Paper and paper products................................. 4241 82.6 82.6 83.0 – – 120.4 115.5 116.8 – –

Druggists’ goods........................................... 4242 93.4 93.2 92.5 – – 137.1 132.3 131.2 – –

Apparel and piece goods.................................. 4243 101.8 111.1 106.6 – – 140.4 149.6 145.3 – –

Grocery and related products............................. 4244 110.9 113.4 114.7 – – 148.8 154.5 156.5 – –

General line grocery..................................... 42441 106.5 114.0 114.7 – – 142.3 156.4 157.7 – –

Fruits and vegetables................................... 42448 139.8 139.0 139.1 – – 183.3 186.4 188.2 – –

Farm product raw materials............................... 4245 105.4 103.9 101.2 – – 160.0 160.4 157.5 – –

Chemicals.................................................. 4246 105.1 103.8 104.3 – – 137.6 140.3 143.2 – –

Petroleum................................................... 4247 100.0 100.9 103.6 – – 157.1 160.9 163.8 – –

Alcoholic beverages....................................... 4248 146.3 147.5 145.9 – – 189.1 192.8 192.4 – –

Misc. nondurable goods................................... 4249 94.7 91.9 91.3 – – 128.7 127.6 128.1 – –

Farm supplies............................................ 42491 111.7 107.3 107.3 – – 147.5 145.8 150.1 – –

Nursery stock and florists’ supplies. . . . . . . . . . . . . . . . . . .. 42493 71.0 81.0 78.9 – – 100.7 114.4 112.9 – –

Electronic markets and agents and brokers. . . . . . . . . . . . . . .. 425 147.3 148.4 149.1 – – 237.4 240.7 241.8 – –

Business to business electronic markets................. 42511 45.1 46.6 47.2 – – 64.6 65.2 67.3 – –

Wholesale trade agents and brokers..................... 42512 161.8 164.1 163.8 – – 255.5 261.4 260.7 – –

Retail trade...................................................... 101.4 101.1 101.3 101.7 0.4 130.2 131.6 132.7 133.0 0.2

Motor vehicle and parts dealers............................. 441 112.6 113.0 114.1 – – 134.2 136.5 139.0 – –

Automobile dealers........................................ 4411 112.1 113.0 113.7 – – 127.3 129.8 132.3 – –

New car dealers......................................... 44111 107.1 108.2 108.6 – – 120.7 123.6 126.4 – –

Used car dealers........................................ 44112 173.5 175.9 173.6 – – 235.8 235.4 229.5 – –

Other motor vehicle dealers............................... 4412 111.4 113.1 111.8 – – 150.7 156.2 150.8 – –

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

Jan.

2016

Nov.

2016

Dec.

2016p

Jan.

2017p

Percent

change from:

Dec.2016 -

Jan.2017p

Jan.

2016

Nov.

2016

Dec.

2016p

Jan.

2017p

Percent

change from:

Dec.2016 -

Jan.2017p

Auto parts, accessories, and tire stores.................. 4413 113.8 112.3 115.1 – – 155.5 154.7 158.5 – –

Automotive parts and accessories stores.............. 44131 110.7 110.6 112.1 – – 160.6 160.0 163.6 – –

Tire dealers.............................................. 44132 120.7 115.5 120.6 – – 146.6 144.6 150.2 – –

Furniture and home furnishings stores...................... 442 91.2 92.0 93.6 – – 120.8 124.6 128.1 – –

Furniture stores............................................ 4421 90.4 91.4 93.1 – – 118.7 119.2 124.5 – –

Home furnishings stores................................... 4422 91.3 92.4 94.0 – – 123.1 130.8 133.4 – –

Floor covering stores.................................... 44221 71.8 73.6 74.0 – – 99.8 109.9 111.0 – –

Other home furnishings stores.......................... 44229 107.8 107.4 109.1 – – 149.8 153.5 155.6 – –

Electronics and appliance stores............................ 443 106.6 101.0 101.8 – – 157.6 147.2 149.5 – –

Household appliance stores............................... 443141 66.3 64.0 63.8 – – 83.0 82.8 81.7 – –

Electronics stores.......................................... 443142 114.1 108.4 109.1 – – 169.8 157.2 160.7 – –

Building material and garden supply stores................. 444 96.8 96.9 97.7 – – 121.2 124.4 125.2 – –

Building material and supplies dealers. . . . . . . . . . . . . . . . . .. 4441 96.5 94.3 95.4 – – 120.1 120.3 121.2 – –

Home centers............................................ 44411 105.1 101.7 103.2 – – 124.1 125.0 127.1 – –

Hardware stores......................................... 44413 85.3 85.5 86.0 – – 112.7 115.8 115.5 – –

Lawn and garden equipment and supplies stores. . . . . .. 4442 109.3 114.3 115.5 – – 143.1 155.2 157.8 – –

Food and beverage stores................................... 445 91.6 92.5 93.2 – – 112.1 112.2 112.8 – –

Grocery stores............................................. 4451 92.8 93.7 94.4 – – 114.8 114.8 115.5 – –

Supermarkets and other grocery stores................ 44511 92.3 93.0 94.1 – – 113.9 113.6 115.1 – –

Convenience stores..................................... 44512 109.8 108.0 108.4 – – 142.3 140.2 140.1 – –

Specialty food stores...................................... 4452 75.0 75.8 75.5 – – 84.6 85.7 85.3 – –

Meat markets and fish and seafood markets. . . . . . . . .. 44521,2 94.8 94.4 92.4 – – 118.6 117.3 114.5 – –

Beer, wine, and liquor stores.............................. 4453 95.1 96.2 98.2 – – 104.9 107.8 109.2 – –

Health and personal care stores............................ 446 101.1 104.0 105.5 – – 139.8 147.3 148.9 – –

Pharmacies and drug stores.............................. 44611 96.6 98.5 98.5 – – 139.0 148.2 148.5 – –

Cosmetic and beauty supply stores. . . . . . . . . . . . . . . . . . . . .. 44612 120.7 130.3 142.7 – – 134.9 152.2 162.4 – –

Optical goods stores....................................... 44613 126.8 130.8 132.8 – – 185.7 178.9 180.7 – –

Other health and personal care stores. . . . . . . . . . . . . . . . . .. 44619 99.1 97.7 99.5 – – 128.6 118.5 122.5 – –

Gasoline stations............................................. 447 101.4 102.7 102.7 – – 132.7 137.0 137.3 – –

Gasoline stations with convenience stores............... 44711 106.6 107.0 107.2 – – 140.7 143.8 144.5 – –

Other gasoline stations.................................... 44719 74.7 79.5 79.5 – – 95.7 106.6 106.2 – –

Clothing and clothing accessories stores................... 448 90.8 89.0 91.2 – – 115.7 117.3 119.0 – –

Clothing stores............................................. 4481 89.6 86.2 88.2 – – 110.1 108.2 110.0 – –

Women’s clothing stores................................ 44812 118.8 113.4 113.5 – – 158.6 142.0 138.8 – –

Family clothing stores................................... 44814 74.7 72.8 75.4 – – 85.9 89.0 90.6 – –

Clothing accessories stores............................. 44815 125.4 111.3 119.7 – – 166.3 159.6 173.6 – –

Shoe stores................................................ 4482 112.9 116.1 118.4 – – 176.2 193.6 192.9 – –

Jewelry, luggage, and leather goods stores.............. 4483 79.1 82.4 82.4 – – 100.5 107.2 109.3 – –

Sporting goods, hobby, book, and music stores............ 451 106.7 105.5 107.0 – – 143.8 151.4 154.0 – –

Sporting goods and musical instrument stores........... 4511 123.4 123.5 126.1 – – 163.4 172.9 176.9 – –

Sporting goods stores................................... 45111 152.7 147.6 148.9 – – 197.9 201.0 202.5 – –

Hobby, toy, and game stores........................... 45112 99.3 110.2 120.3 – – 120.2 156.3 174.0 – –

Book stores and news dealers............................ 4512 56.5 51.0 51.4 – – 78.7 78.2 78.7 – –

General merchandise stores................................. 452 111.3 110.2 109.2 – – 135.6 141.5 141.3 – –

Miscellaneous store retailers................................. 453 87.0 84.8 83.8 – – 111.2 106.6 105.5 – –

Florists...................................................... 4531 50.2 49.0 47.5 – – 61.1 59.8 59.9 – –

Office supplies, stationery, and gift stores................ 4532 58.9 55.8 55.2 – – 78.6 70.8 70.1 – –

Office supplies and stationery stores................... 45321 57.7 51.9 51.8 – – 78.5 64.3 65.4 – –

Gift, novelty, and souvenir stores. . . . . . . . . . . . . . . . . . . . .. 45322 59.5 59.5 57.9 – – 78.3 80.1 77.9 – –

Used merchandise stores................................. 4533 186.5 180.2 176.7 – – 254.6 265.0 261.6 – –

Other miscellaneous store retailers....................... 4539 108.0 108.3 108.9 – – 137.9 132.2 133.0 – –

Pet and pet supplies stores............................. 45391 158.2 169.0 168.8 – – 231.8 226.6 222.4 – –

Nonstore retailers............................................. 454 120.5 120.3 118.5 – – 193.4 180.4 176.6 – –

Electronic shopping and mail-order houses. . . . . . . . . . . . .. 4541 159.0 156.3 150.0 – – 260.1 231.4 222.6 – –

Electronic shopping and electronic auctions........... 454111,2 427.9 436.9 422.2 – – 776.5 673.1 641.7 – –

Mail-order houses....................................... 454113 76.5 71.4 69.4 – – 97.6 91.5 89.0 – –

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

Jan.

2016

Nov.

2016

Dec.

2016p

Jan.

2017p

Percent

change from:

Dec.2016 -

Jan.2017p

Jan.

2016

Nov.

2016

Dec.

2016p

Jan.

2017p

Percent

change from:

Dec.2016 -

Jan.2017p

Transportation and warehousing............................... 125.5 126.3 127.9 127.5 -0.3 166.7 168.2 169.0 169.3 0.2

Air transportation............................................. 481 72.2 73.4 73.6 – – 148.7 154.5 153.8 – –

Truck transportation.......................................... 484 117.7 117.8 117.8 – – 157.6 158.5 157.3 – –

General freight trucking.................................... 4841 112.9 113.4 113.0 – – 150.6 150.4 148.6 – –

General freight trucking, local........................... 48411 110.5 109.4 107.5 – – 154.7 146.4 144.2 – –

General freight trucking, long-distance................. 48412 113.6 114.9 115.0 – – 149.4 151.7 150.4 – –

General freight trucking, long-distance TL........... 484121 107.5 109.9 109.4 – – 144.5 147.3 145.6 – –

General freight trucking, long-distance LTL. . . . . . . .. 484122 127.6 126.9 127.3 – – 157.0 161.0 160.1 – –

Specialized freight trucking................................ 4842 130.6 128.7 130.1 – – 181.2 181.7 181.9 – –

Used household and office goods moving. . . . . . . . . . . .. 48421 89.7 89.0 89.8 – – 117.8 115.5 116.0 – –

Other specialized trucking, local........................ 48422 139.3 135.4 137.9 – – 192.8 196.2 195.8 – –

Other specialized trucking, long-distance. . . . . . . . . . . . .. 48423 150.5 149.0 152.0 – – 202.8 199.5 205.9 – –

Transit and ground passenger transportation............... 485 133.1 131.8 131.7 – – 172.8 174.5 174.1 – –

School and employee bus transportation................. 4854 125.5 129.2 130.0 – – 173.3 178.2 179.0 – –

Other ground passenger transportation. . . . . . . . . . . . . . . . .. 4859 191.5 186.6 187.0 – – 227.3 226.0 225.9 – –

Pipeline transportation....................................... 486 145.0 134.3 135.0 – – 268.5 246.0 246.1 – –

Support activities for transportation......................... 488 124.3 124.2 125.7 – – 163.1 157.9 159.0 – –

Support activities for air transportation. . . . . . . . . . . . . . . . . .. 4881 139.9 132.5 134.8 – – 171.1 153.4 155.7 – –

Airport operations........................................ 48811 135.1 134.7 136.3 – – 124.1 127.1 129.1 – –

Support activities for water transportation................ 4883 85.1 83.5 83.0 – – 139.7 125.7 124.5 – –

Support activities for road transportation................. 4884 136.2 142.8 143.1 – – 144.2 149.8 148.9 – –

Freight transportation arrangement....................... 4885 129.5 132.3 134.7 – – 178.7 185.3 190.0 – –

Support activities for other transportation, including

rail........................................................ 4882,9 116.5 127.3 128.8 – – 174.2 188.1 190.2 – –

Couriers and messengers.................................... 492 151.5 155.8 160.3 – – 176.9 188.2 191.7 – –

Warehousing and storage.................................... 493 194.8 204.1 203.0 – – 206.1 219.8 219.1 – –

General warehousing and storage........................ 49311 206.0 217.0 215.9 – – 216.0 231.9 231.0 – –

Utilities........................................................... 22 97.8 96.1 98.1 98.1 0.0 141.4 142.7 146.6 147.3 0.5

Power generation and supply................................ 2211 98.5 95.9 97.9 – – 144.7 146.6 150.9 – –

Electric power generation................................. 22111 63.2 61.3 62.7 – – 94.5 95.2 97.7 – –

Fossil fuel electric power generation................... 221112 69.4 68.6 69.7 – – 106.4 108.6 111.2 – –

Electric power transmission and distribution. . . . . . . . . . . .. 22112 153.9 150.8 152.0 – – 233.1 239.0 242.4 – –

Natural gas distribution....................................... 2212 92.0 90.9 93.5 – – 127.4 128.6 132.3 – –

Water, sewage and other systems.......................... 2213 105.0 116.3 117.4 – – 145.4 147.6 152.7 – –

Information......................................................... 51 91.0 90.2 91.1 91.6 0.5 133.4 135.3 137.2 137.9 0.5

Publishing industries, except Internet.......................... 511 101.3 99.7 100.0 – – 160.1 158.2 158.3 – –

Newspaper, book, and directory publishers................. 5111 84.2 79.5 79.1 – – 128.6 118.8 117.3 – –

Newspaper publishers..................................... 51111 77.6 73.3 73.5 – – 102.1 97.3 95.8 – –

Periodical publishers....................................... 51112 104.6 98.1 98.1 – – 175.1 161.6 161.7 – –

Software publishers.......................................... 5112 129.6 132.1 134.3 – – 186.2 190.9 192.3 – –

Motion picture and sound recording industries................ 512 81.0 88.3 88.1 – – 86.5 97.0 96.5 – –

Broadcasting, except Internet.................................. 515 85.5 83.4 83.5 – – 133.3 128.0 127.5 – –

Radio broadcasting........................................... 51511 86.9 88.6 87.3 – – 151.3 146.8 142.8 – –

Telecommunications............................................ 517 74.4 71.8 73.1 – – 102.5 103.7 105.9 – –

Wired telecommunications carriers.......................... 5171 85.0 82.5 84.0 – – 112.9 113.8 115.9 – –

Telecommunications resellers............................... 517911 32.7 31.1 30.6 – – 38.9 38.8 38.9 – –

Data processing, hosting and related services................ 518 110.2 108.5 110.8 – – 182.1 188.0 191.7 – –

Other information services..................................... 519 216.0 227.1 229.5 – – 321.3 340.8 369.5 – –

Financial activities................................................. 110.9 112.6 113.8 113.6 -0.2 176.4 182.0 184.4 184.3 -0.1

Credit intermediation and related activities.................... 522 103.2 105.6 106.6 – – 158.6 167.7 170.0 – –

Depository credit intermediation............................. 5221 100.9 102.8 103.9 – – 158.8 165.6 168.5 – –

Commercial banking....................................... 52211 105.6 108.1 109.0 – – 169.0 178.1 181.1 – –

Savings institutions........................................ 52212 53.7 52.6 53.1 – – 80.9 80.5 81.5 – –

Credit unions and other depository credit

intermediation............................................ 52213,9 123.6 128.4 128.9 – – 187.3 196.9 198.6 – –

Nondepository credit intermediation......................... 5222 97.3 98.3 99.0 – – 144.5 150.9 152.0 – –

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

Jan.

2016

Nov.

2016

Dec.

2016p

Jan.

2017p

Percent

change from:

Dec.2016 -

Jan.2017p

Jan.

2016

Nov.

2016

Dec.

2016p

Jan.

2017p

Percent

change from:

Dec.2016 -

Jan.2017p

Consumer lending.......................................... 522291 113.9 108.7 111.4 – – 142.1 132.4 136.5 – –

Real estate credit.......................................... 522292 92.1 93.3 93.4 – – 131.9 134.5 135.9 – –

Activities related to credit intermediation.................... 5223 138.2 146.6 148.1 – – 209.1 231.5 235.7 – –

Financial transaction processing and clearing. . . . . . . . . .. 52232 203.4 218.4 220.7 – – 401.9 436.9 448.5 – –

Securities, commodity contracts, investments, and funds

and trusts..................................................... 523,5 130.8 129.6 130.9 – – 238.0 234.7 238.0 – –

Securities brokerage......................................... 52312 108.3 106.3 109.0 – – 177.8 176.9 186.0 – –

Securities and commodity contracts brokerage and

exchanges.................................................. 5231,2 105.1 101.2 102.5 – – 200.0 193.9 197.1 – –

Other financial investment activities, including funds and

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

5239;

525 173.8 176.6 178.6 – – 300.7 300.6 304.6 – –

Portfolio management..................................... 52392 162.2 160.4 162.7 – – 290.4 286.1 291.2 – –

Investment advice.......................................... 52393 223.6 231.7 234.3 – – 369.2 370.6 375.1 – –

Insurance carriers and related activities....................... 524 116.4 117.6 117.7 – – 174.2 178.7 178.3 – –

Insurance carriers............................................ 5241 105.2 105.8 105.3 – – 160.3 164.4 162.9 – –

Direct life and health insurance carriers.................. 52411 109.8 107.7 107.9 – – 172.4 173.6 172.8 – –

Direct insurers, except life and health.................... 52412 101.3 104.3 103.1 – – 147.7 153.5 151.0 – –

Reinsurance carriers....................................... 52413 87.1 89.9 90.2 – – 207.0 216.3 214.9 – –

Insurance agencies, brokerages, and related services. . .. 5242 137.9 140.7 141.6 – – 204.5 209.8 211.4 – –

Insurance agencies and brokerages...................... 52421 135.1 137.8 138.1 – – 200.7 202.4 203.5 – –

Other insurance-related activities......................... 52429 145.7 148.9 150.1 – – 217.7 226.3 229.9 – –

Third-party administration of insurance funds. . . . . . . .. 524292 142.4 143.4 144.2 – – 209.1 219.3 219.0 – –

Real estate...................................................... 531 114.7 118.9 119.4 – – 180.9 193.0 194.4 – –

Lessors of real estate........................................ 5311 91.7 92.8 93.7 – – 142.7 147.5 148.5 – –

Lessors of residential buildings........................... 53111 89.6 90.1 90.9 – – 135.9 138.9 140.2 – –

Lessors of nonresidential buildings....................... 53112 88.6 90.9 91.5 – – 156.3 165.0 165.7 – –

Offices of real estate agents and brokers................... 5312 102.5 106.6 107.2 – – 166.7 183.5 186.9 – –

Activities related to real estate............................... 5313 155.3 162.9 162.8 – – 235.9 252.5 253.5 – –

Real estate property managers........................... 53131 156.2 164.0 164.3 – – 235.1 254.5 254.9 – –

Residential property managers......................... 531311 165.6 173.4 173.4 – – 247.7 265.6 264.8 – –

Nonresidential property managers...................... 531312 135.0 141.7 142.4 – – 212.4 232.9 235.0 – –

Rental and leasing services.................................... 532 93.3 93.1 93.8 – – 138.7 145.7 148.7 – –

Home health equipment rental............................... 532291 131.5 128.3 124.9 – – 140.9 129.8 125.5 – –

General rental centers....................................... 5323 69.7 65.8 65.5 – – 72.5 66.4 65.6 – –

Machinery and equipment rental and leasing............... 5324 129.3 129.2 127.9 – – 205.0 218.1 220.3 – –

Heavy machinery rental and leasing...................... 53241 120.1 112.3 110.7 – – 198.3 205.7 204.5 – –

Office equipment and other machinery rental and

leasing.................................................... 53242,9 139.5 153.2 150.2 – – 208.7 228.1 229.9 – –

Professional and business services.............................. 130.1 131.9 132.0 132.8 0.6 194.6 201.8 202.6 204.1 0.7

Professional and technical services........................... 54 140.2 142.9 143.5 – – 213.0 220.9 222.2 – –

Legal services................................................ 5411 101.2 101.9 102.3 – – 150.2 154.4 154.8 – –

Offices of lawyers.......................................... 54111 99.6 100.3 101.0 – – 148.9 153.0 153.8 – –

Other legal services........................................ 54119 123.3 122.2 122.1 – – 173.7 181.6 181.0 – –

Title abstract and settlement offices.................... 541191 103.2 102.0 104.6 – – 131.4 131.2 135.6 – –

Accounting and bookkeeping services...................... 5412 118.6 119.2 117.0 – – 180.9 181.5 178.4 – –

Offices of certified public accountants.................... 541211 124.3 124.3 124.3 – – 181.3 180.4 180.4 – –

Payroll services............................................ 541214 131.0 136.3 133.6 – – 209.7 214.0 209.6 – –

Architectural and engineering services...................... 5413 114.9 115.6 115.3 – – 173.0 176.3 176.1 – –

Architectural services...................................... 54131 101.7 104.6 105.7 – – 148.5 154.4 155.6 – –

Landscape architectural services......................... 54132 77.2 79.1 82.7 – – 130.9 131.9 133.4 – –

Engineering and drafting services. . . . . . . . . . . . . . . . . . . . . . .. 54133,4 121.8 122.2 121.0 – – 182.0 185.6 184.2 – –

Building inspection, surveying, and mapping services. .. 54135,6,7 95.0 98.8 96.8 – – 147.0 156.7 155.1 – –

Testing laboratories........................................ 54138 112.1 112.5 114.3 – – 163.0 161.8 164.2 – –

Specialized design services................................. 5414 119.9 121.5 124.1 – – 194.6 199.9 204.7 – –

Graphic design services................................... 54143 99.0 97.7 96.2 – – 172.9 171.8 169.5 – –

Computer systems design and related services............ 5415 176.8 181.3 182.8 – – 250.2 260.1 262.6 – –

Custom computer programming services................. 541511 165.1 172.9 174.0 – – 235.9 245.2 246.8 – –

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

Jan.

2016

Nov.

2016

Dec.

2016p

Jan.

2017p

Percent

change from:

Dec.2016 -

Jan.2017p

Jan.

2016

Nov.

2016

Dec.

2016p

Jan.

2017p

Percent

change from:

Dec.2016 -

Jan.2017p

Computer systems design services....................... 541512 217.5 223.6 223.9 – – 292.3 304.7 305.7 – –

Management and technical consulting services. . . . . . . . . . .. 5416 224.4 235.1 236.6 – – 324.4 344.5 348.0 – –

Management consulting services......................... 54161 213.9 230.2 231.5 – – 302.5 331.8 334.7 – –

Administrative management consulting services. . . . .. 541611 233.0 256.4 257.2 – – 369.7 406.1 407.6 – –

Marketing consulting services.......................... 541613 345.5 370.7 370.0 – – 452.6 503.8 506.9 – –

Process and logistics consulting services.............. 541614 217.1 222.4 220.8 – – 248.1 276.6 274.2 – –

Scientific research and development services.............. 5417 138.1 141.5 141.4 – – 224.6 236.9 239.0 – –

Research and development in the physical,

engineering, and life sciences.......................... 54171 145.1 149.7 149.1 – – 236.3 251.5 252.5 – –

Biotechnology research................................. 541711 152.5 161.3 161.8 – – 235.2 257.0 263.0 – –

Physical, engineering, and life sciences research. . . .. 541712 142.3 146.0 145.5 – – 235.9 250.2 250.3 – –

Social science and humanities research. . . . . . . . . . . . . . . .. 54172 83.1 79.4 78.8 – – 120.4 114.4 115.3 – –

Advertising and related services............................. 5418 126.8 127.3 126.6 – – 208.9 215.1 212.9 – –

Advertising agencies....................................... 54181 148.3 148.7 146.8 – – 231.0 239.5 237.9 – –

Public relations agencies.................................. 54182 131.0 127.7 128.6 – – 202.3 200.4 203.3 – –

Advertising material distribution and other advertising

services.................................................. 54187,9 154.9 154.2 149.8 – – 225.9 242.1 233.1 – –

Other professional and technical services. . . . . . . . . . . . . . . . .. 5419 153.6 160.7 161.1 – – 239.3 263.7 266.9 – –

Marketing research and public opinion polling. . . . . . . . . .. 54191 91.1 94.0 91.7 – – 147.5 150.0 146.5 – –

Photographic services..................................... 54192 73.2 58.6 60.3 – – 111.6 89.9 94.9 – –

Veterinary services......................................... 54194 162.9 165.7 167.7 – – 236.2 250.7 255.1 – –

Miscellaneous professional and technical services. . . . .. 54193,9 336.5 399.8 403.1 – – 555.2 699.3 712.5 – –

Management of companies and enterprises. . . . . . . . . . . . . . . . .. 55 131.4 126.6 127.6 – – 221.7 214.1 215.5 – –

Offices of bank holding companies and of other holding

companies.................................................. 551111,2 103.8 97.5 96.4 – – 160.7 158.2 159.4 – –

Managing offices............................................. 551114 132.8 127.8 129.3 – – 225.8 217.2 219.3 – –

Administrative and waste services............................. 56 122.4 124.1 124.2 – – 163.5 171.6 172.2 – –

Administrative and support services......................... 561 121.8 124.1 124.0 – – 163.0 172.2 172.4 – –

Office administrative services............................. 5611 185.9 190.7 192.0 – – 306.3 331.5 331.6 – –

Facilities support services................................. 5612 145.7 147.7 145.4 – – 158.7 170.9 169.6 – –

Employment services...................................... 5613 115.8 116.9 116.3 – – 148.4 153.1 152.7 – –

Employment placement agencies and executive

search services....................................... 56131 102.7 99.6 100.7 – – 173.2 168.6 170.1 – –

Temporary help services................................ 56132 138.7 141.4 141.5 – – 173.8 182.7 183.3 – –

Professional employer organizations................... 56133 48.9 48.3 47.6 – – 63.5 63.4 61.6 – –

Business support services................................. 5614 131.1 131.6 132.5 – – 177.8 188.1 191.0 – –

Telephone call centers.................................. 56142 167.7 170.7 171.5 – – 234.4 254.0 256.1 – –

Business service centers................................ 56143 97.5 91.9 89.7 – – 130.2 124.6 123.1 – –

Collection agencies...................................... 56144 89.8 87.1 88.7 – – 126.2 123.6 126.0 – –

Travel arrangement and reservation services............ 5615 91.9 90.4 89.9 – – 142.0 146.6 144.6 – –

Travel agencies.......................................... 56151 76.6 78.1 74.6 – – 102.9 101.7 97.7 – –

Investigation and security services. . . . . . . . . . . . . . . . . . . . . .. 5616 122.7 124.4 124.6 – – 171.7 190.6 191.4 – –

Security and armored car services..................... 56161 119.9 121.0 121.7 – – 165.5 183.1 186.4 – –

Security systems services.............................. 56162 140.2 144.9 143.6 – – 199.3 217.5 214.4 – –

Services to buildings and dwellings....................... 5617 128.0 131.9 131.8 – – 172.2 182.2 182.6 – –

Exterminating and pest control services. . . . . . . . . . . . . .. 56171 142.4 154.7 153.2 – – 214.2 233.4 231.1 – –

Janitorial services....................................... 56172 124.1 125.7 127.1 – – 163.6 170.9 172.6 – –

Landscaping services................................... 56173 133.8 140.4 139.2 – – 180.7 195.4 194.5 – –

Carpet and upholstery cleaning services. . . . . . . . . . . . .. 56174 89.8 90.3 87.0 – – 124.3 122.1 115.8 – –

Other services to buildings and dwellings. . . . . . . . . . . .. 56179 119.1 113.2 116.0 – – 142.7 141.4 145.7 – –

Other support services..................................... 5619 101.9 108.4 107.1 – – 129.6 137.0 135.4 – –

Packaging and labeling services....................... 56191 134.5 131.0 131.3 – – 196.0 195.9 192.0 – –

Convention and trade show organizers. . . . . . . . . . . . . . .. 56192 80.0 91.1 91.8 – – 93.9 107.0 106.4 – –

All other support services............................... 56199 97.4 105.7 103.9 – – 131.4 138.3 138.0 – –

Waste management and remediation services. . . . . . . . . . . .. 562 124.7 126.5 126.4 – – 158.9 166.2 166.9 – –

Waste collection............................................ 5621 147.1 155.9 158.0 – – 195.5 209.0 211.1 – –

Waste treatment and disposal............................ 5622 87.6 87.6 87.5 – – 126.8 136.3 139.0 – –

Remediation and other waste services................... 5629 142.8 139.5 135.7 – – 160.1 160.8 157.2 – –

See footnotes at end of table.

8
ESTABLISHMENT DATA

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

private nonfarm payrolls by industry sector, seasonally adjusted1 — Continued

[2002=100]

Industry

2012

NAICS

code

Index of aggregate weekly hours2

Index of aggregate weekly payrolls3

Jan.

2016

Nov.

2016

Dec.

2016p

Jan.

2017p

Percent

change from:

Dec.2016 -

Jan.2017p

Jan.

2016

Nov.

2016

Dec.

2016p

Jan.

2017p

Percent

change from:

Dec.2016 -

Jan.2017p

Education and health services.................................... 134.6 137.4 137.8 137.9 0.1 198.3 206.2 207.1 207.8 0.3

Health care and social assistance............................. 62 136.6 139.9 139.4 – – 202.8 211.5 211.2 – –

Health care5

................................................... 621,2,3 132.5 135.7 135.7 – – 201.8 210.1 210.3 – –

Ambulatory health care services.......................... 621 151.8 157.0 157.6 – – 229.7 241.1 242.1 – –

Offices of physicians.................................... 6211 131.1 135.1 135.2 – – 226.1 236.4 236.5 – –

Offices of physicians, except mental health. . . . . . . .. 621111 131.5 135.7 135.4 – – 227.9 238.1 237.7 – –

Offices of mental health physicians.................. 621112 130.2 118.2 113.8 – – 179.0 168.0 161.9 – –

Offices of dentists....................................... 6212 127.5 129.9 129.7 – – 173.8 182.6 183.6 – –

Offices of other health practitioners.................... 6213 166.3 172.6 174.5 – – 238.2 249.6 252.5 – –

Offices of chiropractors............................... 62131 141.4 137.2 140.2 – – 199.2 198.2 200.7 – –

Offices of optometrists................................ 62132 151.6 149.2 147.5 – – 215.3 216.7 216.7 – –

Offices of mental health practitioners................ 62133 108.3 122.3 126.0 – – 141.2 148.9 155.0 – –

Offices of specialty therapists........................ 62134 189.5 196.2 197.7 – – 270.4 282.6 283.8 – –

Offices of all other health practitioners. . . . . . . . . . . . .. 62139 206.9 230.5 230.6 – – 292.9 330.3 331.4 – –

Outpatient care centers................................. 6214 198.0 208.6 209.5 – – 293.8 312.4 318.7 – –

Outpatient mental health centers. . . . . . . . . . . . . . . . . . .. 62142 166.5 168.5 171.5 – – 211.8 219.7 225.2 – –

Outpatient care centers, except mental health. . . . .. 62141,9 211.8 226.3 226.2 – – 324.5 347.6 352.6 – –

Freestanding emergency medical centers. . . . . . .. 621493 226.0 233.4 236.3 – – 359.4 358.1 369.5 – –

Miscellaneous outpatient care centers. . . . . . . . . . .. 621410,98 211.7 228.8 229.7 – – 321.1 353.5 357.6 – –

Medical and diagnostic laboratories.................... 6215 151.6 155.4 153.7 – – 214.8 224.1 221.5 – –

Medical laboratories.................................. 621511 154.8 156.0 155.2 – – 219.8 234.2 230.2 – –

Diagnostic imaging centers........................... 621512 141.0 152.3 149.1 – – 199.0 198.7 197.9 – –

Home health care services............................. 6216 195.4 203.8 206.2 – – 258.7 275.9 278.9 – –

Other ambulatory health care services................. 6219 153.7 155.0 154.7 – – 230.2 233.5 234.5 – –

Ambulance services.................................. 62191 157.6 158.9 157.2 – – 222.2 223.4 222.4 – –

All other ambulatory health care services. . . . . . . . . .. 62199 147.5 151.1 152.6 – – 240.6 248.0 252.6 – –

Hospitals.................................................... 622 124.5 126.6 126.5 – – 198.1 204.1 204.6 – –

General medical and surgical hospitals................ 6221 121.4 123.9 123.4 – – 195.0 201.1 201.1 – –

Nursing and residential care facilities..................... 623 117.3 118.0 118.6 – – 153.5 158.5 159.3 – –

Nursing care facilities................................... 6231 102.7 102.3 102.8 – – 136.7 140.2 141.2 – –

Residential mental health facilities. . . . . . . . . . . . . . . . . . . .. 6232 127.9 128.7 128.9 – – 166.6 173.0 173.4 – –

Residential intellectual and developmental

disability facilities................................... 62321 119.6 120.0 120.3 – – 149.2 153.9 155.1 – –

Residential mental health and substance abuse

facilites.............................................. 62322 146.3 148.5 148.7 – – 201.3 210.9 210.0 – –

Community care facilities for the elderly. . . . . . . . . . . . . .. 6233 160.0 162.9 164.8 – – 211.3 219.2 222.2 – –

Continuing care retirement communities. . . . . . . . . . .. 623311 193.0 197.0 198.8 – – 258.4 268.3 271.4 – –

Assisted living facilities for the elderly............... 623312 132.8 134.9 136.5 – – 168.2 174.9 176.9 – –

Other residential care facilities.......................... 6239 92.9 95.5 96.3 – – 121.1 125.8 126.7 – –

Social assistance............................................. 624 157.3 160.2 160.4 – – 206.5 215.3 217.3 – –

Individual and family services............................. 6241 210.4 215.8 214.9 – – 266.8 281.0 283.3 – –

Child and youth services................................ 62411 125.9 126.0 126.5 – – 172.8 178.4 180.3 – –

Services for the elderly and persons with

disabilities............................................. 62412 267.5 276.9 276.1 – – 344.4 369.3 373.0 – –

Other individual and family services.................... 62419 137.6 141.0 140.7 – – 193.8 200.4 199.3 – –

Emergency and other relief services...................... 6242 125.7 132.4 135.4 – – 178.6 191.5 195.4 – –

Vocational rehabilitation services......................... 6243 88.2 90.2 91.3 – – 118.8 121.0 122.5 – –

Child day care services.................................... 6244 124.7 124.6 124.6 – – 164.9 168.4 169.4 – –

Leisure and hospitality............................................ 124.1 127.4 126.2 127.2 0.8 178.5 188.3 186.9 189.7 1.5

Arts, entertainment, and recreation............................ 71 112.8 114.0 114.2 – – 155.3 161.8 161.4 – –

Performing arts and spectator sports. . . . . . . . . . . . . . . . . . . . . .. 711 118.6 119.7 117.3 – – 171.6 185.8 178.7 – –

Performing arts companies................................ 7111 100.4 108.1 104.1 – – 184.3 214.8 194.9 – –

Spectator sports............................................ 7112 98.7 91.1 92.3 – – 128.2 129.3 131.1 – –

Arts and sports promoters and agents and managers

for public figures......................................... 7113,4 175.4 175.6 178.0 – – 224.7 241.3 246.6 – –

Independent artists, writers, and performers. . . . . . . . . . . .. 7115 125.9 125.4 126.0 – – 199.5 193.6 193.3 – –

Museums, historical sites, and similar institutions. . . . . . . . .. 712 125.5 126.3 129.3 – – 171.1 174.3 178.8 – –

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

Jan.

2016

Nov.

2016

Dec.

2016p

Jan.

2017p

Percent

change from:

Dec.2016 -

Jan.2017p

Jan.

2016

Nov.

2016

Dec.

2016p

Jan.

2017p

Percent

change from:

Dec.2016 -

Jan.2017p

Museums................................................... 71211 116.8 117.6 120.4 – – 155.3 160.3 165.8 – –

Historical sites and other similar institutions. . . . . . . . . . . .. 71212,3,9 137.8 138.6 142.3 – – 199.6 199.6 202.1 – –

Amusements, gambling, and recreation..................... 713 110.4 111.9 111.2 – – 147.1 151.1 150.4 – –

Gambling industries........................................ 7132 92.5 91.9 91.8 – – 140.4 141.5 142.1 – –

Golf courses and country clubs........................... 71391 120.2 123.5 120.5 – – 158.2 167.5 165.4 – –

Skiing facilities............................................. 71392 154.5 148.5 155.3 – – 242.0 266.2 272.9 – –

Marinas..................................................... 71393 116.3 105.5 101.3 – – 168.6 153.0 148.7 – –

Fitness and recreational sports centers. . . . . . . . . . . . . . . . .. 71394 102.8 102.7 103.0 – – 125.0 129.7 128.0 – –

Bowling centers............................................ 71395 77.0 74.5 73.6 – – 101.6 99.5 98.7 – –

Accommodation and food services............................ 72 126.4 129.6 128.4 – – 184.8 194.7 193.6 – –

Accommodation............................................... 721 108.7 109.0 108.4 – – 152.2 154.6 153.7 – –

Traveler accommodation.................................. 7211 107.5 107.6 107.6 – – 150.8 153.1 152.9 – –

Hotels and motels, except casino hotels............... 72111 111.6 112.2 111.4 – – 158.4 161.3 159.8 – –

RV parks and recreational camps. . . . . . . . . . . . . . . . . . . . . . .. 7212 150.1 160.6 155.5 – – 199.9 206.6 196.0 – –

Food services and drinking places.......................... 722 130.6 134.3 133.1 – – 194.4 206.3 205.0 – –

Special food services...................................... 7223 129.4 127.8 126.3 – – 185.0 181.5 178.8 – –

Food service contractors................................ 72231 129.3 127.4 124.5 – – 182.4 172.6 167.9 – –

Caterers and mobile food services..................... 72232,3 133.6 133.7 128.9 – – 204.8 218.8 212.8 – –

Drinking places, alcoholic beverages..................... 7224 93.9 96.0 94.7 – – 155.6 172.9 170.5 – –

Restaurants and other eating places..................... 7225 132.3 136.2 135.1 – – 196.7 209.7 208.8 – –

Full-service restaurants................................. 722511 128.7 130.5 131.0 – – 202.5 211.8 213.3 – –

Limited-service restaurants............................. 722513 134.7 139.6 137.9 – – 186.4 201.5 199.9 – –

Cafeterias, grill buffets, and buffets. . . . . . . . . . . . . . . . . . .. 722514 82.2 82.2 81.9 – – 108.0 109.3 108.8 – –

Snack and nonalcoholic beverage bars................ 722515 193.6 206.5 203.9 – – 272.6 298.0 295.5 – –

Other services..................................................... 81 101.1 102.3 102.1 102.3 0.2 141.3 145.8 145.5 146.9 1.0

Repair and maintenance....................................... 811 106.5 107.5 106.5 – – 142.7 145.8 144.1 – –

Automotive repair and maintenance......................... 8111 103.9 107.3 106.5 – – 137.7 144.9 144.5 – –

Automotive mechanical and electrical repair. . . . . . . . . . . .. 81111 103.4 104.3 104.8 – – 134.9 141.2 142.2 – –

General automotive repair.............................. 811111 116.6 117.7 118.4 – – 150.2 156.7 158.2 – –

Automotive body, interior, and glass repair. . . . . . . . . . . . .. 81112 105.1 108.2 108.3 – – 141.0 146.7 145.1 – –

Other automotive repair and maintenance. . . . . . . . . . . . . .. 81119 103.6 111.5 109.0 – – 139.2 150.0 151.3 – –

Car washes.............................................. 811192 107.3 123.8 114.7 – – 144.3 168.3 159.0 – –

Auto oil change shops and all other auto repair and

maintenance........................................... 811191,8 98.3 94.7 98.3 – – 132.5 128.4 138.3 – –

Electronic equipment repair and maintenance.............. 8112 98.0 95.1 92.6 – – 129.0 123.9 119.2 – –

Computer and office machine repair...................... 811212 83.8 78.7 77.0 – – 108.1 103.7 99.0 – –

Miscellaneous electronic equipment repair and

maintenance............................................. 811211,3,9109.4 108.5 104.7 – – 145.6 139.9 135.2 – –

Commercial machinery repair and maintenance. . . . . . . . . .. 8113 134.4 132.6 129.4 – – 186.8 186.4 179.9 – –

Household goods repair and maintenance. . . . . . . . . . . . . . . .. 8114 84.0 76.8 78.5 – – 104.1 94.5 96.5 – –

Personal and laundry services................................. 812 103.8 105.3 105.6 – – 140.5 145.8 145.6 – –

Personal care services....................................... 8121 121.1 123.1 123.3 – – 174.9 183.4 182.0 – –

Hair, nail, and skin care services......................... 81211 111.1 111.5 111.0 – – 155.3 161.3 160.2 – –

Other personal care services.............................. 81219 199.5 213.8 222.0 – – 340.7 369.8 373.2 – –

Death care services.......................................... 8122 89.6 90.8 92.3 – – 121.1 125.6 130.9 – –

Drycleaning and laundry services........................... 8123 79.7 78.5 79.7 – – 101.3 103.1 103.4 – –

Coin-operated laundries and drycleaners. . . . . . . . . . . . . . .. 81231 79.7 76.7 76.4 – – 95.2 95.1 93.1 – –

Drycleaning and laundry services, except

coin-operated............................................ 81232 65.6 62.8 64.3 – – 84.6 85.4 87.7 – –

Linen and uniform supply.................................. 81233 98.5 100.0 100.8 – – 120.0 123.2 121.9 – –

Other personal services...................................... 8129 121.7 125.5 124.2 – – 148.8 150.9 149.8 – –

Pet care services, except veterinary...................... 81291 310.2 340.5 338.9 – – 354.2 371.9 369.6 – –

Parking lots and garages.................................. 81293 128.2 126.9 127.4 – – 157.7 161.7 161.7 – –

Membership associations and organizations.................. 813 97.2 98.6 98.7 – – 141.0 145.7 146.3 – –

Grantmaking and giving services............................ 8132 141.9 147.9 152.9 – – 261.5 259.2 267.8 – –

Grantmaking foundations.................................. 813211 253.0 267.6 277.1 – – 455.4 464.8 483.8 – –

Social advocacy organizations............................... 8133 117.3 120.1 120.7 – – 177.7 193.0 193.6 – –

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

Jan.

2016

Nov.

2016

Dec.

2016p

Jan.

2017p

Percent

change from:

Dec.2016 -

Jan.2017p

Jan.

2016

Nov.

2016

Dec.

2016p

Jan.

2017p

Percent

change from:

Dec.2016 -

Jan.2017p

Human rights organizations............................... 813311 116.1 110.2 112.7 – – 159.5 156.9 157.8 – –

Environment, conservation, and other social advocacy

organizations............................................. 813312,9 118.1 123.1 123.5 – – 184.6 205.4 207.1 – –

Civic and social organizations............................... 8134 79.1 80.3 80.7 – – 103.0 110.0 111.8 – –

Professional and similar organizations...................... 8139 94.1 101.5 99.6 – – 137.4 150.1 149.3 – –

Business associations..................................... 81391 93.9 98.9 97.7 – – 141.4 151.4 149.8 – –

Professional organizations................................ 81392 140.3 129.2 131.6 – – 213.9 196.9 201.5 – –

Labor unions and similar labor organizations. . . . . . . . . . .. 81393 72.3 82.4 82.3 – – 102.5 117.4 120.3 – –

Miscellaneous professional and similar organizations. .. 81394,9 95.0 107.9 100.5 – – 141.6 170.2 158.0 – –

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

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

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

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

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

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

employment.

4

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

5

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

p Preliminary

11