{
  "dataset": {
    "slug": "us-telework-participation",
    "title": "U.S. telework participation by worker and job characteristics",
    "summary": "Monthly telework participation by age, sex, race, education, occupation, industry, and other worker characteristics from the U.S. Bureau of Labor Statistics.",
    "category": "public_data",
    "category_label": "Public data",
    "source_kind": "official",
    "source_name": "U.S. Bureau of Labor Statistics, Current Population Survey",
    "source_url": "https://www.bls.gov/cps/telework.htm",
    "update_frequency": "Monthly",
    "geographic_scope": "United States",
    "methodology": "WFH.team retrieves BLS CPS tables A-41 and A-42 and publishes the displayed counts and percent distributions without changing the official telework definition. Counts are reported in thousands.",
    "limitations": "CPS estimates are survey estimates, are not seasonally adjusted, and may be affected by annual population-control or classification changes. BLS telework is not identical to Census commuting or job-listing measures.",
    "dimensions": [
      "month",
      "age",
      "sex",
      "race",
      "ethnicity",
      "education",
      "occupation",
      "industry",
      "work schedule"
    ],
    "api_url": "https://api.new.wfh.team/api/public/research/datasets/us-telework-participation/"
  },
  "release": {
    "release_key": "2026-07",
    "revision": 1,
    "period_start": "2026-07-01",
    "period_end": "2026-07-31",
    "published_at": "2026-08-11 09:08:49.017403+00:00",
    "source_updated_at": null,
    "headline": "22.2% of people at work teleworked for pay in July 2026",
    "change_summary": "The latest BLS tables cover 131 published worker, occupation, industry, and schedule rows. Counts are in thousands and data are not seasonally adjusted.",
    "sample_size": null,
    "revision_note": "Initial publication",
    "permalink": "https://wfh.team/research/datasets/us-telework-participation/2026-07",
    "data": {
      "series": [],
      "metrics": [
        {
          "key": "telework_rate",
          "unit": "percent",
          "label": "People who teleworked",
          "value": 22.2,
          "change": null,
          "previous_value": null
        },
        {
          "key": "teleworked",
          "unit": "count",
          "label": "People who teleworked",
          "value": 34079000,
          "change": null,
          "previous_value": null
        },
        {
          "key": "all_hours",
          "unit": "percent",
          "label": "Teleworked all hours",
          "value": 11.0,
          "change": null,
          "previous_value": null
        }
      ],
      "breakdowns": [
        {
          "key": "age-and-sex",
          "rows": [
            {
              "key": "total-16-years-and-over",
              "label": "Total, 16 years and over",
              "telework_percent": 22.2,
              "all_hours_percent": 11.0,
              "some_hours_percent": 11.2,
              "teleworked_thousands": 34079,
              "people_at_work_thousands": 153406
            },
            {
              "key": "16-to-24-years",
              "label": "16 to 24 years",
              "telework_percent": 5.9,
              "all_hours_percent": 2.1,
              "some_hours_percent": 3.7,
              "teleworked_thousands": 1199,
              "people_at_work_thousands": 20378
            },
            {
              "key": "16-to-19-years",
              "label": "16 to 19 years",
              "telework_percent": 3.4,
              "all_hours_percent": 1.3,
              "some_hours_percent": 2.1,
              "teleworked_thousands": 207,
              "people_at_work_thousands": 6030
            },
            {
              "key": "20-to-24-years",
              "label": "20 to 24 years",
              "telework_percent": 6.9,
              "all_hours_percent": 2.5,
              "some_hours_percent": 4.4,
              "teleworked_thousands": 992,
              "people_at_work_thousands": 14348
            },
            {
              "key": "25-to-54-years",
              "label": "25 to 54 years",
              "telework_percent": 24.8,
              "all_hours_percent": 12.0,
              "some_hours_percent": 12.8,
              "teleworked_thousands": 24302,
              "people_at_work_thousands": 98021
            },
            {
              "key": "25-to-34-years",
              "label": "25 to 34 years",
              "telework_percent": 21.7,
              "all_hours_percent": 9.9,
              "some_hours_percent": 11.8,
              "teleworked_thousands": 7474,
              "people_at_work_thousands": 34457
            },
            {
              "key": "35-to-44-years",
              "label": "35 to 44 years",
              "telework_percent": 27.5,
              "all_hours_percent": 14.0,
              "some_hours_percent": 13.5,
              "teleworked_thousands": 9463,
              "people_at_work_thousands": 34420
            },
            {
              "key": "45-to-54-years",
              "label": "45 to 54 years",
              "telework_percent": 25.3,
              "all_hours_percent": 12.2,
              "some_hours_percent": 13.1,
              "teleworked_thousands": 7365,
              "people_at_work_thousands": 29144
            },
            {
              "key": "55-years-and-over",
              "label": "55 years and over",
              "telework_percent": 24.5,
              "all_hours_percent": 13.5,
              "some_hours_percent": 11.0,
              "teleworked_thousands": 8578,
              "people_at_work_thousands": 35008
            },
            {
              "key": "55-to-64-years",
              "label": "55 to 64 years",
              "telework_percent": 24.3,
              "all_hours_percent": 12.6,
              "some_hours_percent": 11.7,
              "teleworked_thousands": 5895,
              "people_at_work_thousands": 24269
            },
            {
              "key": "65-years-and-over",
              "label": "65 years and over",
              "telework_percent": 25.0,
              "all_hours_percent": 15.4,
              "some_hours_percent": 9.6,
              "teleworked_thousands": 2683,
              "people_at_work_thousands": 10739
            },
            {
              "key": "men-16-years-and-over",
              "label": "Men, 16 years and over",
              "telework_percent": 19.6,
              "all_hours_percent": 9.0,
              "some_hours_percent": 10.6,
              "teleworked_thousands": 16112,
              "people_at_work_thousands": 82308
            },
            {
              "key": "16-to-24-years",
              "label": "16 to 24 years",
              "telework_percent": 5.3,
              "all_hours_percent": 1.6,
              "some_hours_percent": 3.7,
              "teleworked_thousands": 571,
              "people_at_work_thousands": 10783
            },
            {
              "key": "25-to-54-years",
              "label": "25 to 54 years",
              "telework_percent": 21.5,
              "all_hours_percent": 9.7,
              "some_hours_percent": 11.8,
              "teleworked_thousands": 11336,
              "people_at_work_thousands": 52767
            },
            {
              "key": "25-to-34-years",
              "label": "25 to 34 years",
              "telework_percent": 18.3,
              "all_hours_percent": 8.3,
              "some_hours_percent": 10.0,
              "teleworked_thousands": 3413,
              "people_at_work_thousands": 18664
            },
            {
              "key": "35-to-44-years",
              "label": "35 to 44 years",
              "telework_percent": 24.2,
              "all_hours_percent": 11.3,
              "some_hours_percent": 12.9,
              "teleworked_thousands": 4482,
              "people_at_work_thousands": 18538
            },
            {
              "key": "45-to-54-years",
              "label": "45 to 54 years",
              "telework_percent": 22.1,
              "all_hours_percent": 9.4,
              "some_hours_percent": 12.7,
              "teleworked_thousands": 3441,
              "people_at_work_thousands": 15566
            },
            {
              "key": "55-years-and-over",
              "label": "55 years and over",
              "telework_percent": 22.4,
              "all_hours_percent": 11.2,
              "some_hours_percent": 11.2,
              "teleworked_thousands": 4205,
              "people_at_work_thousands": 18758
            },
            {
              "key": "55-to-64-years",
              "label": "55 to 64 years",
              "telework_percent": 21.7,
              "all_hours_percent": 10.1,
              "some_hours_percent": 11.6,
              "teleworked_thousands": 2795,
              "people_at_work_thousands": 12868
            },
            {
              "key": "65-years-and-over",
              "label": "65 years and over",
              "telework_percent": 23.9,
              "all_hours_percent": 13.7,
              "some_hours_percent": 10.2,
              "teleworked_thousands": 1410,
              "people_at_work_thousands": 5890
            },
            {
              "key": "women-16-years-and-over",
              "label": "Women, 16 years and over",
              "telework_percent": 25.3,
              "all_hours_percent": 13.4,
              "some_hours_percent": 11.8,
              "teleworked_thousands": 17967,
              "people_at_work_thousands": 71098
            },
            {
              "key": "16-to-24-years",
              "label": "16 to 24 years",
              "telework_percent": 6.5,
              "all_hours_percent": 2.7,
              "some_hours_percent": 3.8,
              "teleworked_thousands": 628,
              "people_at_work_thousands": 9595
            },
            {
              "key": "25-to-54-years",
              "label": "25 to 54 years",
              "telework_percent": 28.7,
              "all_hours_percent": 14.8,
              "some_hours_percent": 13.9,
              "teleworked_thousands": 12966,
              "people_at_work_thousands": 45254
            },
            {
              "key": "25-to-34-years",
              "label": "25 to 34 years",
              "telework_percent": 25.7,
              "all_hours_percent": 11.8,
              "some_hours_percent": 13.9,
              "teleworked_thousands": 4062,
              "people_at_work_thousands": 15793
            },
            {
              "key": "35-to-44-years",
              "label": "35 to 44 years",
              "telework_percent": 31.4,
              "all_hours_percent": 17.2,
              "some_hours_percent": 14.1,
              "teleworked_thousands": 4981,
              "people_at_work_thousands": 15883
            },
            {
              "key": "45-to-54-years",
              "label": "45 to 54 years",
              "telework_percent": 28.9,
              "all_hours_percent": 15.3,
              "some_hours_percent": 13.6,
              "teleworked_thousands": 3923,
              "people_at_work_thousands": 13578
            },
            {
              "key": "55-years-and-over",
              "label": "55 years and over",
              "telework_percent": 26.9,
              "all_hours_percent": 16.1,
              "some_hours_percent": 10.8,
              "teleworked_thousands": 4373,
              "people_at_work_thousands": 16250
            },
            {
              "key": "55-to-64-years",
              "label": "55 to 64 years",
              "telework_percent": 27.2,
              "all_hours_percent": 15.5,
              "some_hours_percent": 11.7,
              "teleworked_thousands": 3100,
              "people_at_work_thousands": 11401
            },
            {
              "key": "65-years-and-over",
              "label": "65 years and over",
              "telework_percent": 26.3,
              "all_hours_percent": 17.4,
              "some_hours_percent": 8.9,
              "teleworked_thousands": 1273,
              "people_at_work_thousands": 4849
            }
          ],
          "label": "Age and sex"
        },
        {
          "key": "race-and-hispanic-or-latino-ethnicity",
          "rows": [
            {
              "key": "white",
              "label": "White",
              "telework_percent": 22.7,
              "all_hours_percent": 11.3,
              "some_hours_percent": 11.4,
              "teleworked_thousands": 25347,
              "people_at_work_thousands": 111656
            },
            {
              "key": "men",
              "label": "Men",
              "telework_percent": 19.9,
              "all_hours_percent": 9.2,
              "some_hours_percent": 10.7,
              "teleworked_thousands": 12092,
              "people_at_work_thousands": 60861
            },
            {
              "key": "women",
              "label": "Women",
              "telework_percent": 26.1,
              "all_hours_percent": 13.8,
              "some_hours_percent": 12.3,
              "teleworked_thousands": 13255,
              "people_at_work_thousands": 50795
            },
            {
              "key": "black-or-african-american",
              "label": "Black or African American",
              "telework_percent": 14.9,
              "all_hours_percent": 8.0,
              "some_hours_percent": 6.8,
              "teleworked_thousands": 2891,
              "people_at_work_thousands": 19435
            },
            {
              "key": "men",
              "label": "Men",
              "telework_percent": 10.8,
              "all_hours_percent": 5.1,
              "some_hours_percent": 5.8,
              "teleworked_thousands": 1033,
              "people_at_work_thousands": 9538
            },
            {
              "key": "women",
              "label": "Women",
              "telework_percent": 18.8,
              "all_hours_percent": 10.9,
              "some_hours_percent": 7.9,
              "teleworked_thousands": 1858,
              "people_at_work_thousands": 9897
            },
            {
              "key": "asian",
              "label": "Asian",
              "telework_percent": 31.9,
              "all_hours_percent": 14.9,
              "some_hours_percent": 17.0,
              "teleworked_thousands": 3975,
              "people_at_work_thousands": 12460
            },
            {
              "key": "men",
              "label": "Men",
              "telework_percent": 32.2,
              "all_hours_percent": 14.4,
              "some_hours_percent": 17.8,
              "teleworked_thousands": 2121,
              "people_at_work_thousands": 6582
            },
            {
              "key": "women",
              "label": "Women",
              "telework_percent": 31.5,
              "all_hours_percent": 15.5,
              "some_hours_percent": 16.1,
              "teleworked_thousands": 1854,
              "people_at_work_thousands": 5878
            },
            {
              "key": "hispanic-or-latino-ethnicity",
              "label": "Hispanic or Latino ethnicity",
              "telework_percent": 12.9,
              "all_hours_percent": 6.6,
              "some_hours_percent": 6.3,
              "teleworked_thousands": 4127,
              "people_at_work_thousands": 32112
            },
            {
              "key": "men",
              "label": "Men",
              "telework_percent": 9.9,
              "all_hours_percent": 4.3,
              "some_hours_percent": 5.6,
              "teleworked_thousands": 1775,
              "people_at_work_thousands": 17854
            },
            {
              "key": "women",
              "label": "Women",
              "telework_percent": 16.5,
              "all_hours_percent": 9.4,
              "some_hours_percent": 7.1,
              "teleworked_thousands": 2352,
              "people_at_work_thousands": 14258
            }
          ],
          "label": "Race and Hispanic or Latino ethnicity"
        },
        {
          "key": "disability-status",
          "rows": [
            {
              "key": "with-a-disability",
              "label": "With a disability",
              "telework_percent": 25.2,
              "all_hours_percent": 15.5,
              "some_hours_percent": 9.6,
              "teleworked_thousands": 1933,
              "people_at_work_thousands": 7681
            },
            {
              "key": "with-no-disability",
              "label": "With no disability",
              "telework_percent": 22.1,
              "all_hours_percent": 10.8,
              "some_hours_percent": 11.2,
              "teleworked_thousands": 32146,
              "people_at_work_thousands": 145725
            }
          ],
          "label": "Disability status"
        },
        {
          "key": "foreign-born-status",
          "rows": [
            {
              "key": "foreign-born",
              "label": "Foreign born",
              "telework_percent": 18.3,
              "all_hours_percent": 8.7,
              "some_hours_percent": 9.6,
              "teleworked_thousands": 5330,
              "people_at_work_thousands": 29165
            },
            {
              "key": "native-born",
              "label": "Native born",
              "telework_percent": 23.1,
              "all_hours_percent": 11.6,
              "some_hours_percent": 11.5,
              "teleworked_thousands": 28750,
              "people_at_work_thousands": 124241
            }
          ],
          "label": "Foreign born status"
        },
        {
          "key": "marital-status",
          "rows": [
            {
              "key": "married-spouse-present",
              "label": "Married, spouse present",
              "telework_percent": 27.6,
              "all_hours_percent": 13.9,
              "some_hours_percent": 13.8,
              "teleworked_thousands": 20987,
              "people_at_work_thousands": 75921
            },
            {
              "key": "widowed-divorced-or-separated-3",
              "label": "Widowed, divorced, or separated(3)",
              "telework_percent": 22.3,
              "all_hours_percent": 11.8,
              "some_hours_percent": 10.5,
              "teleworked_thousands": 4609,
              "people_at_work_thousands": 20706
            },
            {
              "key": "never-married",
              "label": "Never married",
              "telework_percent": 14.9,
              "all_hours_percent": 7.0,
              "some_hours_percent": 7.9,
              "teleworked_thousands": 8483,
              "people_at_work_thousands": 56779
            }
          ],
          "label": "Marital status"
        },
        {
          "key": "presence-of-children",
          "rows": [
            {
              "key": "with-own-children-under-18",
              "label": "With own children under 18",
              "telework_percent": 26.6,
              "all_hours_percent": 13.2,
              "some_hours_percent": 13.4,
              "teleworked_thousands": 11661,
              "people_at_work_thousands": 43788
            },
            {
              "key": "with-no-own-children-under-18",
              "label": "With no own children under 18",
              "telework_percent": 20.5,
              "all_hours_percent": 10.2,
              "some_hours_percent": 10.3,
              "teleworked_thousands": 22419,
              "people_at_work_thousands": 109618
            }
          ],
          "label": "Presence of children"
        },
        {
          "key": "educational-attainment",
          "rows": [
            {
              "key": "total-25-years-and-over",
              "label": "Total, 25 years and over",
              "telework_percent": 24.7,
              "all_hours_percent": 12.4,
              "some_hours_percent": 12.3,
              "teleworked_thousands": 32880,
              "people_at_work_thousands": 133029
            },
            {
              "key": "less-than-a-high-school-diploma",
              "label": "Less than a high school diploma",
              "telework_percent": 4.2,
              "all_hours_percent": 2.5,
              "some_hours_percent": 1.7,
              "teleworked_thousands": 306,
              "people_at_work_thousands": 7344
            },
            {
              "key": "high-school-graduates-no-college-4",
              "label": "High school graduates, no college(4)",
              "telework_percent": 9.5,
              "all_hours_percent": 5.5,
              "some_hours_percent": 4.0,
              "teleworked_thousands": 3184,
              "people_at_work_thousands": 33589
            },
            {
              "key": "some-college-or-associate-degree",
              "label": "Some college or associate degree",
              "telework_percent": 18.0,
              "all_hours_percent": 9.8,
              "some_hours_percent": 8.2,
              "teleworked_thousands": 5870,
              "people_at_work_thousands": 32689
            },
            {
              "key": "bachelor-s-degree-and-higher-5",
              "label": "Bachelor's degree and higher(5)",
              "telework_percent": 39.6,
              "all_hours_percent": 19.0,
              "some_hours_percent": 20.6,
              "teleworked_thousands": 23521,
              "people_at_work_thousands": 59407
            },
            {
              "key": "bachelor-s-degree-only",
              "label": "Bachelor's degree only",
              "telework_percent": 37.0,
              "all_hours_percent": 18.4,
              "some_hours_percent": 18.6,
              "teleworked_thousands": 13589,
              "people_at_work_thousands": 36732
            },
            {
              "key": "advanced-degree",
              "label": "Advanced degree",
              "telework_percent": 43.8,
              "all_hours_percent": 19.9,
              "some_hours_percent": 23.9,
              "teleworked_thousands": 9932,
              "people_at_work_thousands": 22675
            }
          ],
          "label": "Educational attainment"
        },
        {
          "key": "usual-full-or-part-time-status",
          "rows": [
            {
              "key": "total-16-years-and-over",
              "label": "Total, 16 years and over",
              "telework_percent": 22.2,
              "all_hours_percent": 11.0,
              "some_hours_percent": 11.2,
              "teleworked_thousands": 34079,
              "people_at_work_thousands": 153406
            },
            {
              "key": "full-time-workers",
              "label": "Full-time workers",
              "telework_percent": 23.5,
              "all_hours_percent": 11.1,
              "some_hours_percent": 12.4,
              "teleworked_thousands": 29964,
              "people_at_work_thousands": 127642
            },
            {
              "key": "part-time-workers",
              "label": "Part-time workers",
              "telework_percent": 16.0,
              "all_hours_percent": 10.8,
              "some_hours_percent": 5.1,
              "teleworked_thousands": 4115,
              "people_at_work_thousands": 25765
            }
          ],
          "label": "Usual full- or part-time status"
        },
        {
          "key": "occupation",
          "rows": [
            {
              "key": "management-professional-and-related-occupations",
              "label": "Management, professional, and related occupations",
              "telework_percent": 37.6,
              "all_hours_percent": 18.3,
              "some_hours_percent": 19.3,
              "teleworked_thousands": 24188,
              "people_at_work_thousands": 64341
            },
            {
              "key": "management-business-and-financial-operations-occupations",
              "label": "Management, business, and financial operations occupations",
              "telework_percent": 42.5,
              "all_hours_percent": 20.6,
              "some_hours_percent": 21.9,
              "teleworked_thousands": 12382,
              "people_at_work_thousands": 29165
            },
            {
              "key": "management-occupations",
              "label": "Management occupations",
              "telework_percent": 37.0,
              "all_hours_percent": 16.6,
              "some_hours_percent": 20.4,
              "teleworked_thousands": 7299,
              "people_at_work_thousands": 19734
            },
            {
              "key": "business-and-financial-operations-occupations",
              "label": "Business and financial operations occupations",
              "telework_percent": 53.9,
              "all_hours_percent": 28.9,
              "some_hours_percent": 25.0,
              "teleworked_thousands": 5083,
              "people_at_work_thousands": 9430
            },
            {
              "key": "professional-and-related-occupations",
              "label": "Professional and related occupations",
              "telework_percent": 33.6,
              "all_hours_percent": 16.4,
              "some_hours_percent": 17.1,
              "teleworked_thousands": 11806,
              "people_at_work_thousands": 35176
            },
            {
              "key": "computer-and-mathematical-occupations",
              "label": "Computer and mathematical occupations",
              "telework_percent": 62.5,
              "all_hours_percent": 36.1,
              "some_hours_percent": 26.4,
              "teleworked_thousands": 4214,
              "people_at_work_thousands": 6748
            },
            {
              "key": "architecture-and-engineering-occupations",
              "label": "Architecture and engineering occupations",
              "telework_percent": 35.6,
              "all_hours_percent": 11.1,
              "some_hours_percent": 24.5,
              "teleworked_thousands": 1259,
              "people_at_work_thousands": 3539
            },
            {
              "key": "life-physical-and-social-science-occupations",
              "label": "Life, physical, and social science occupations",
              "telework_percent": 34.9,
              "all_hours_percent": 12.9,
              "some_hours_percent": 22.0,
              "teleworked_thousands": 589,
              "people_at_work_thousands": 1687
            },
            {
              "key": "community-and-social-services-occupations",
              "label": "Community and social services occupations",
              "telework_percent": 39.8,
              "all_hours_percent": 14.3,
              "some_hours_percent": 25.6,
              "teleworked_thousands": 1031,
              "people_at_work_thousands": 2591
            },
            {
              "key": "legal-occupations",
              "label": "Legal occupations",
              "telework_percent": 50.8,
              "all_hours_percent": 19.4,
              "some_hours_percent": 31.4,
              "teleworked_thousands": 890,
              "people_at_work_thousands": 1753
            },
            {
              "key": "education-training-and-library-occupations",
              "label": "Education, training, and library occupations",
              "telework_percent": 19.1,
              "all_hours_percent": 10.8,
              "some_hours_percent": 8.3,
              "teleworked_thousands": 1110,
              "people_at_work_thousands": 5812
            },
            {
              "key": "arts-design-entertainment-sports-and-media-occupations",
              "label": "Arts, design, entertainment, sports, and media occupations",
              "telework_percent": 48.6,
              "all_hours_percent": 27.6,
              "some_hours_percent": 21.0,
              "teleworked_thousands": 1525,
              "people_at_work_thousands": 3140
            },
            {
              "key": "healthcare-practitioners-and-technical-occupations",
              "label": "Healthcare practitioners and technical occupations",
              "telework_percent": 12.0,
              "all_hours_percent": 5.4,
              "some_hours_percent": 6.5,
              "teleworked_thousands": 1187,
              "people_at_work_thousands": 9906
            },
            {
              "key": "service-occupations",
              "label": "Service occupations",
              "telework_percent": 6.0,
              "all_hours_percent": 3.7,
              "some_hours_percent": 2.3,
              "teleworked_thousands": 1548,
              "people_at_work_thousands": 25917
            },
            {
              "key": "healthcare-support-occupations",
              "label": "Healthcare support occupations",
              "telework_percent": 12.8,
              "all_hours_percent": 9.9,
              "some_hours_percent": 2.9,
              "teleworked_thousands": 713,
              "people_at_work_thousands": 5578
            },
            {
              "key": "protective-service-occupations",
              "label": "Protective service occupations",
              "telework_percent": 7.6,
              "all_hours_percent": 3.7,
              "some_hours_percent": 3.9,
              "teleworked_thousands": 227,
              "people_at_work_thousands": 3003
            },
            {
              "key": "food-preparation-and-serving-related-occupations",
              "label": "Food preparation and serving related occupations",
              "telework_percent": 0.9,
              "all_hours_percent": 0.3,
              "some_hours_percent": 0.7,
              "teleworked_thousands": 71,
              "people_at_work_thousands": 7710
            },
            {
              "key": "building-and-grounds-cleaning-and-maintenance-occupations",
              "label": "Building and grounds cleaning and maintenance occupations",
              "telework_percent": 3.3,
              "all_hours_percent": 0.9,
              "some_hours_percent": 2.3,
              "teleworked_thousands": 193,
              "people_at_work_thousands": 5908
            },
            {
              "key": "personal-care-and-service-occupations",
              "label": "Personal care and service occupations",
              "telework_percent": 9.3,
              "all_hours_percent": 6.1,
              "some_hours_percent": 3.1,
              "teleworked_thousands": 344,
              "people_at_work_thousands": 3718
            },
            {
              "key": "sales-and-office-occupations",
              "label": "Sales and office occupations",
              "telework_percent": 23.8,
              "all_hours_percent": 12.4,
              "some_hours_percent": 11.4,
              "teleworked_thousands": 7058,
              "people_at_work_thousands": 29674
            },
            {
              "key": "sales-and-related-occupations",
              "label": "Sales and related occupations",
              "telework_percent": 23.5,
              "all_hours_percent": 11.1,
              "some_hours_percent": 12.4,
              "teleworked_thousands": 3267,
              "people_at_work_thousands": 13881
            },
            {
              "key": "office-and-administrative-support-occupations",
              "label": "Office and administrative support occupations",
              "telework_percent": 24.0,
              "all_hours_percent": 13.6,
              "some_hours_percent": 10.4,
              "teleworked_thousands": 3791,
              "people_at_work_thousands": 15793
            },
            {
              "key": "natural-resources-construction-and-maintenance-occupations",
              "label": "Natural resources, construction, and maintenance occupations",
              "telework_percent": 3.5,
              "all_hours_percent": 1.3,
              "some_hours_percent": 2.2,
              "teleworked_thousands": 490,
              "people_at_work_thousands": 13946
            },
            {
              "key": "farming-fishing-and-forestry-occupations",
              "label": "Farming, fishing, and forestry occupations",
              "telework_percent": 3.8,
              "all_hours_percent": 2.4,
              "some_hours_percent": 1.4,
              "teleworked_thousands": 41,
              "people_at_work_thousands": 1084
            },
            {
              "key": "construction-and-extraction-occupations",
              "label": "Construction and extraction occupations",
              "telework_percent": 2.5,
              "all_hours_percent": 0.3,
              "some_hours_percent": 2.3,
              "teleworked_thousands": 204,
              "people_at_work_thousands": 8006
            },
            {
              "key": "installation-maintenance-and-repair-occupations",
              "label": "Installation, maintenance, and repair occupations",
              "telework_percent": 5.0,
              "all_hours_percent": 2.7,
              "some_hours_percent": 2.4,
              "teleworked_thousands": 245,
              "people_at_work_thousands": 4855
            },
            {
              "key": "production-transportation-and-material-moving-occupations",
              "label": "Production, transportation, and material moving occupations",
              "telework_percent": 4.1,
              "all_hours_percent": 1.7,
              "some_hours_percent": 2.4,
              "teleworked_thousands": 795,
              "people_at_work_thousands": 19529
            },
            {
              "key": "production-occupations",
              "label": "Production occupations",
              "telework_percent": 5.8,
              "all_hours_percent": 2.6,
              "some_hours_percent": 3.2,
              "teleworked_thousands": 454,
              "people_at_work_thousands": 7880
            },
            {
              "key": "transportation-and-material-moving-occupations",
              "label": "Transportation and material moving occupations",
              "telework_percent": 2.9,
              "all_hours_percent": 1.1,
              "some_hours_percent": 1.8,
              "teleworked_thousands": 341,
              "people_at_work_thousands": 11649
            }
          ],
          "label": "Occupation"
        },
        {
          "key": "industry",
          "rows": [
            {
              "key": "agriculture-and-related-industries",
              "label": "Agriculture and related industries",
              "telework_percent": 15.8,
              "all_hours_percent": 11.3,
              "some_hours_percent": 4.5,
              "teleworked_thousands": 359,
              "people_at_work_thousands": 2277
            },
            {
              "key": "nonagricultural-industries",
              "label": "Nonagricultural industries",
              "telework_percent": 22.3,
              "all_hours_percent": 11.0,
              "some_hours_percent": 11.3,
              "teleworked_thousands": 33720,
              "people_at_work_thousands": 151129
            },
            {
              "key": "mining-quarrying-and-oil-and-gas-extraction",
              "label": "Mining, quarrying, and oil and gas extraction",
              "telework_percent": 11.4,
              "all_hours_percent": 3.5,
              "some_hours_percent": 7.9,
              "teleworked_thousands": 62,
              "people_at_work_thousands": 543
            },
            {
              "key": "construction",
              "label": "Construction",
              "telework_percent": 10.1,
              "all_hours_percent": 3.7,
              "some_hours_percent": 6.4,
              "teleworked_thousands": 1191,
              "people_at_work_thousands": 11741
            },
            {
              "key": "manufacturing",
              "label": "Manufacturing",
              "telework_percent": 19.1,
              "all_hours_percent": 7.5,
              "some_hours_percent": 11.6,
              "teleworked_thousands": 2772,
              "people_at_work_thousands": 14479
            },
            {
              "key": "durable-goods-manufacturing",
              "label": "Durable goods manufacturing",
              "telework_percent": 19.2,
              "all_hours_percent": 7.7,
              "some_hours_percent": 11.6,
              "teleworked_thousands": 1841,
              "people_at_work_thousands": 9583
            },
            {
              "key": "nondurable-goods-manufacturing",
              "label": "Nondurable goods manufacturing",
              "telework_percent": 19.0,
              "all_hours_percent": 7.3,
              "some_hours_percent": 11.7,
              "teleworked_thousands": 931,
              "people_at_work_thousands": 4896
            },
            {
              "key": "wholesale-and-retail-trade",
              "label": "Wholesale and retail trade",
              "telework_percent": 12.8,
              "all_hours_percent": 6.0,
              "some_hours_percent": 6.8,
              "teleworked_thousands": 2472,
              "people_at_work_thousands": 19379
            },
            {
              "key": "wholesale-trade",
              "label": "Wholesale trade",
              "telework_percent": 23.8,
              "all_hours_percent": 10.8,
              "some_hours_percent": 13.0,
              "teleworked_thousands": 751,
              "people_at_work_thousands": 3148
            },
            {
              "key": "retail-trade",
              "label": "Retail trade",
              "telework_percent": 10.6,
              "all_hours_percent": 5.0,
              "some_hours_percent": 5.6,
              "teleworked_thousands": 1721,
              "people_at_work_thousands": 16231
            },
            {
              "key": "transportation-and-utilities",
              "label": "Transportation and utilities",
              "telework_percent": 10.5,
              "all_hours_percent": 4.2,
              "some_hours_percent": 6.3,
              "teleworked_thousands": 1051,
              "people_at_work_thousands": 9980
            },
            {
              "key": "transportation-and-warehousing",
              "label": "Transportation and warehousing",
              "telework_percent": 8.3,
              "all_hours_percent": 3.6,
              "some_hours_percent": 4.7,
              "teleworked_thousands": 703,
              "people_at_work_thousands": 8491
            },
            {
              "key": "utilities",
              "label": "Utilities",
              "telework_percent": 23.4,
              "all_hours_percent": 8.1,
              "some_hours_percent": 15.3,
              "teleworked_thousands": 348,
              "people_at_work_thousands": 1488
            },
            {
              "key": "information",
              "label": "Information",
              "telework_percent": 49.0,
              "all_hours_percent": 27.7,
              "some_hours_percent": 21.3,
              "teleworked_thousands": 1459,
              "people_at_work_thousands": 2977
            },
            {
              "key": "financial-activities",
              "label": "Financial activities",
              "telework_percent": 51.2,
              "all_hours_percent": 25.6,
              "some_hours_percent": 25.5,
              "teleworked_thousands": 5323,
              "people_at_work_thousands": 10407
            },
            {
              "key": "finance-and-insurance",
              "label": "Finance and insurance",
              "telework_percent": 55.4,
              "all_hours_percent": 29.3,
              "some_hours_percent": 26.1,
              "teleworked_thousands": 4101,
              "people_at_work_thousands": 7398
            },
            {
              "key": "real-estate-and-rental-and-leasing",
              "label": "Real estate and rental and leasing",
              "telework_percent": 40.6,
              "all_hours_percent": 16.5,
              "some_hours_percent": 24.1,
              "teleworked_thousands": 1222,
              "people_at_work_thousands": 3010
            },
            {
              "key": "professional-and-business-services",
              "label": "Professional and business services",
              "telework_percent": 42.9,
              "all_hours_percent": 24.8,
              "some_hours_percent": 18.1,
              "teleworked_thousands": 9185,
              "people_at_work_thousands": 21424
            },
            {
              "key": "professional-and-technical-services",
              "label": "Professional and technical services",
              "telework_percent": 57.9,
              "all_hours_percent": 33.4,
              "some_hours_percent": 24.4,
              "teleworked_thousands": 7901,
              "people_at_work_thousands": 13653
            },
            {
              "key": "management-administrative-and-waste-services",
              "label": "Management, administrative, and waste services",
              "telework_percent": 16.5,
              "all_hours_percent": 9.6,
              "some_hours_percent": 6.9,
              "teleworked_thousands": 1284,
              "people_at_work_thousands": 7771
            },
            {
              "key": "education-and-health-services",
              "label": "Education and health services",
              "telework_percent": 19.5,
              "all_hours_percent": 9.8,
              "some_hours_percent": 9.7,
              "teleworked_thousands": 6222,
              "people_at_work_thousands": 31845
            },
            {
              "key": "educational-services",
              "label": "Educational services",
              "telework_percent": 22.3,
              "all_hours_percent": 10.7,
              "some_hours_percent": 11.6,
              "teleworked_thousands": 2086,
              "people_at_work_thousands": 9342
            },
            {
              "key": "health-care-and-social-assistance",
              "label": "Health care and social assistance",
              "telework_percent": 18.4,
              "all_hours_percent": 9.4,
              "some_hours_percent": 8.9,
              "teleworked_thousands": 4135,
              "people_at_work_thousands": 22504
            },
            {
              "key": "hospitals",
              "label": "Hospitals",
              "telework_percent": 15.7,
              "all_hours_percent": 8.5,
              "some_hours_percent": 7.2,
              "teleworked_thousands": 1228,
              "people_at_work_thousands": 7807
            },
            {
              "key": "health-services-except-hospitals",
              "label": "Health services, except hospitals",
              "telework_percent": 18.4,
              "all_hours_percent": 9.2,
              "some_hours_percent": 9.2,
              "teleworked_thousands": 2050,
              "people_at_work_thousands": 11148
            },
            {
              "key": "social-assistance",
              "label": "Social assistance",
              "telework_percent": 24.2,
              "all_hours_percent": 12.2,
              "some_hours_percent": 12.0,
              "teleworked_thousands": 857,
              "people_at_work_thousands": 3549
            },
            {
              "key": "leisure-and-hospitality",
              "label": "Leisure and hospitality",
              "telework_percent": 7.5,
              "all_hours_percent": 3.2,
              "some_hours_percent": 4.3,
              "teleworked_thousands": 1025,
              "people_at_work_thousands": 13654
            },
            {
              "key": "arts-entertainment-and-recreation",
              "label": "Arts, entertainment, and recreation",
              "telework_percent": 18.8,
              "all_hours_percent": 9.1,
              "some_hours_percent": 9.6,
              "teleworked_thousands": 645,
              "people_at_work_thousands": 3439
            },
            {
              "key": "accommodation-and-food-services",
              "label": "Accommodation and food services",
              "telework_percent": 3.7,
              "all_hours_percent": 1.2,
              "some_hours_percent": 2.5,
              "teleworked_thousands": 380,
              "people_at_work_thousands": 10216
            },
            {
              "key": "other-services",
              "label": "Other services",
              "telework_percent": 18.1,
              "all_hours_percent": 8.1,
              "some_hours_percent": 10.0,
              "teleworked_thousands": 1307,
              "people_at_work_thousands": 7232
            },
            {
              "key": "other-services-except-private-households",
              "label": "Other services, except private households",
              "telework_percent": 18.9,
              "all_hours_percent": 8.3,
              "some_hours_percent": 10.6,
              "teleworked_thousands": 1275,
              "people_at_work_thousands": 6743
            },
            {
              "key": "private-households",
              "label": "Private households",
              "telework_percent": 6.7,
              "all_hours_percent": 5.7,
              "some_hours_percent": 1.0,
              "teleworked_thousands": 33,
              "people_at_work_thousands": 488
            },
            {
              "key": "public-administration",
              "label": "Public administration",
              "telework_percent": 22.1,
              "all_hours_percent": 8.2,
              "some_hours_percent": 13.9,
              "teleworked_thousands": 1652,
              "people_at_work_thousands": 7467
            }
          ],
          "label": "Industry"
        },
        {
          "key": "class-of-worker-3",
          "rows": [
            {
              "key": "wage-and-salary-workers-excluding-incorporated-self-employed",
              "label": "Wage and salary workers, excluding incorporated self-employed",
              "telework_percent": 20.6,
              "all_hours_percent": 10.0,
              "some_hours_percent": 10.6,
              "teleworked_thousands": 28433,
              "people_at_work_thousands": 137982
            },
            {
              "key": "private-industries",
              "label": "Private industries",
              "telework_percent": 20.9,
              "all_hours_percent": 10.4,
              "some_hours_percent": 10.5,
              "teleworked_thousands": 25152,
              "people_at_work_thousands": 120211
            },
            {
              "key": "government",
              "label": "Government",
              "telework_percent": 18.5,
              "all_hours_percent": 7.0,
              "some_hours_percent": 11.4,
              "teleworked_thousands": 3281,
              "people_at_work_thousands": 17771
            },
            {
              "key": "federal",
              "label": "Federal",
              "telework_percent": 16.4,
              "all_hours_percent": 7.7,
              "some_hours_percent": 8.7,
              "teleworked_thousands": 601,
              "people_at_work_thousands": 3672
            },
            {
              "key": "state",
              "label": "State",
              "telework_percent": 27.5,
              "all_hours_percent": 10.2,
              "some_hours_percent": 17.3,
              "teleworked_thousands": 1665,
              "people_at_work_thousands": 6054
            },
            {
              "key": "local",
              "label": "Local",
              "telework_percent": 12.6,
              "all_hours_percent": 4.3,
              "some_hours_percent": 8.3,
              "teleworked_thousands": 1016,
              "people_at_work_thousands": 8045
            },
            {
              "key": "self-employed-workers",
              "label": "Self-employed workers",
              "telework_percent": 36.7,
              "all_hours_percent": 20.6,
              "some_hours_percent": 16.1,
              "teleworked_thousands": 5626,
              "people_at_work_thousands": 15344
            },
            {
              "key": "self-employed-workers-incorporated",
              "label": "Self-employed workers, incorporated",
              "telework_percent": 42.7,
              "all_hours_percent": 20.7,
              "some_hours_percent": 22.0,
              "teleworked_thousands": 2639,
              "people_at_work_thousands": 6183
            },
            {
              "key": "self-employed-workers-unincorporated",
              "label": "Self-employed workers, unincorporated",
              "telework_percent": 32.6,
              "all_hours_percent": 20.5,
              "some_hours_percent": 12.1,
              "teleworked_thousands": 2987,
              "people_at_work_thousands": 9161
            }
          ],
          "label": "Class of worker(3)"
        }
      ],
      "schema_version": 1
    }
  },
  "citation": "Source: WFH.team, U.S. telework participation by worker and job characteristics, 2026-07, revision 1 (https://wfh.team/research/datasets/us-telework-participation/2026-07)."
}