{
 "name": "WallChartBook Absence And Leave Statistics",
 "title": "Absence And Leave Statistics",
 "url": "https://wallchartbook.com/datasets/absence-and-leave-statistics/",
 "csv": "https://wallchartbook.com/datasets/absence-and-leave-statistics.csv",
 "markdown": "https://wallchartbook.com/datasets/absence-and-leave-statistics/index.md",
 "computed_at": "2026-10-05",
 "license": "https://wallchartbook.com/terms",
 "headline": "The median published figure in the Absence And Leave Statistics is 74.50 percent across 2 sources' own pages (range 71 to 78 percent), read 12 September 2026.",
 "quotes": [
  "The median published figure in the Absence And Leave Statistics is 74.50 percent across 2 sources' own pages (range 71 to 78 percent), read 12 September 2026.",
  "2 of the 7 named sources read in full publish a figure; 5 publish none, read 12 September 2026.",
  "Absence And Leave Statistics, jurisdiction AU: median 78 percent across 1 source, read 12 September 2026.",
  "Absence And Leave Statistics, jurisdiction US: median 71 percent across 1 source, read 12 September 2026."
 ],
 "citation": "\"WallChartBook Absence And Leave Statistics\", updated 2026-10-05, https://wallchartbook.com/datasets/absence-and-leave-statistics/.",
 "changed_since": null,
 "national": {
  "unit": "%",
  "n": 2,
  "median": 74.5,
  "min": 71,
  "max": 78,
  "p25": null,
  "p75": null,
  "mean": 74.5,
  "units": {
   "%": 2
  },
  "published_sources": 2,
  "named_sources": 9,
  "read_sources": 7,
  "not_published": 5,
  "published_share": 0.286
 },
 "by_axis": {
  "jurisdiction": {
   "AU": {
    "%": {
     "n": 1,
     "median": 78,
     "min": 78,
     "max": 78,
     "p25": 78,
     "p75": 78,
     "mean": 78
    }
   },
   "US": {
    "%": {
     "n": 1,
     "median": 71,
     "min": 71,
     "max": 71,
     "p25": 71,
     "p75": 71,
     "mean": 71
    }
   }
  }
 },
 "rows": [
  {
   "source": "ABS Working Arrangements, latest release",
   "url": "https://www.abs.gov.au/statistics/labour/earnings-and-working-conditions/working-arrangements/latest-release",
   "figure": "78%",
   "value": 78,
   "unit": "%",
   "vat": null,
   "axis": {
    "jurisdiction": "AU"
   },
   "retrieved_at": "2026-09-11",
   "quote": "78% of employees were entitled to employer provided paid parental leave.",
   "source_class": "primary-government",
   "text_sha256": "96239a1d5dce5d5e1d4ab9ba183770ffda15b55a5ed8d33b6a3a7722b5a7c381"
  },
  {
   "source": "US BLS Access to and Use of Leave summary",
   "url": "https://www.bls.gov/news.release/leave.nr0.htm",
   "figure": "71 percent",
   "value": 71,
   "unit": "%",
   "vat": null,
   "axis": {
    "jurisdiction": "US"
   },
   "retrieved_at": "2026-09-12",
   "quote": "--On average, 71 percent of wage and salary workers had access to paid leave at their jobs.",
   "source_class": "primary-government",
   "text_sha256": "d8819c9fb63ecedd4ed38c263f97af07db478491d1b046293c415f607bdebdf0"
  }
 ],
 "not_published": [
  {
   "source": "ONS sickness absence in the UK labour market: 2025",
   "url": "https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/labourproductivity/articles/sicknessabsenceinthelabourmarket/2025",
   "retrieved_at": "2026-09-12",
   "reason": "every candidate on the page was refused"
  },
  {
   "source": "ONS sickness absence in the UK labour market: 2023 and 2024",
   "url": "https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/labourproductivity/articles/sicknessabsenceinthelabourmarket/2023and2024",
   "retrieved_at": "2026-09-12",
   "reason": "every candidate on the page was refused"
  },
  {
   "source": "US BLS Employee Benefits in the United States summary",
   "url": "https://www.bls.gov/news.release/ebs2.nr0.htm",
   "retrieved_at": "2026-09-12",
   "reason": "every candidate on the page was refused"
  },
  {
   "source": "US BLS table 6: selected paid leave benefits, access",
   "url": "https://www.bls.gov/news.release/ebs2.t06.htm",
   "retrieved_at": "2026-09-12",
   "reason": "every candidate on the page was refused"
  },
  {
   "source": "Statistics Canada table 14-10-0194-01 work absence of full-time employees",
   "url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410019401",
   "retrieved_at": "2026-09-12",
   "reason": "read in full and no accepted figure on the page"
  }
 ],
 "sources": [
  {
   "url": "https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/labourproductivity/articles/sicknessabsenceinthelabourmarket/2025",
   "label": "ONS sickness absence in the UK labour market: 2025",
   "license": "the publisher's own terms; quoted for reporting and comment"
  },
  {
   "url": "https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/labourproductivity/articles/sicknessabsenceinthelabourmarket/2023and2024",
   "label": "ONS sickness absence in the UK labour market: 2023 and 2024",
   "license": "the publisher's own terms; quoted for reporting and comment"
  },
  {
   "url": "https://www.bls.gov/news.release/leave.nr0.htm",
   "label": "US BLS Access to and Use of Leave summary",
   "license": "the publisher's own terms; quoted for reporting and comment"
  },
  {
   "url": "https://www.bls.gov/news.release/ebs2.nr0.htm",
   "label": "US BLS Employee Benefits in the United States summary",
   "license": "the publisher's own terms; quoted for reporting and comment"
  },
  {
   "url": "https://www.bls.gov/news.release/ebs2.t06.htm",
   "label": "US BLS table 6: selected paid leave benefits, access",
   "license": "the publisher's own terms; quoted for reporting and comment"
  },
  {
   "url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410019401",
   "label": "Statistics Canada table 14-10-0194-01 work absence of full-time employees",
   "license": "the publisher's own terms; quoted for reporting and comment"
  },
  {
   "url": "https://www.abs.gov.au/statistics/labour/earnings-and-working-conditions/working-arrangements/latest-release",
   "label": "ABS Working Arrangements, latest release",
   "license": "the publisher's own terms; quoted for reporting and comment"
  },
  {
   "url": "https://ilostat.ilo.org/",
   "label": "the national statistical agency per jurisdiction",
   "license": "the publisher's own terms; quoted for reporting and comment"
  },
  {
   "url": "https://www.ons.gov.uk/employmentandlabourmarket/peopleinwork/labourproductivity/articles/sicknessabsenceinthelabourmarket/previousreleases",
   "label": "ons.gov.uk",
   "license": "the publisher's own terms; quoted for reporting and comment"
  }
 ],
 "methodology": "Every row is a verbatim sentence read from the named source's own page through our fetch service on the date shown, hash-pinned to the stored read (the sha of the page's visible text; the raw page is mirrored to R2). 2 of the 7 named sources that could be read published a usable figure; 5 published none and are recorded as not published, never filled in; 2 could not be read (blocked, dead or unreachable) and count nowhere. The headline figures (median, minimum, maximum, quartiles) are over ONE figure per source in % (a source's median where its page yielded several accepted sentences), so N counts sources, never sentences; 70 candidate sentence(s) were refused by a reviewer with the reason recorded. The fuller derivation this dataset is chartered to grow into (not yet what the figures above are; they are each source's own published figure as read): one series per jurisdiction: the sickness absence rate and days lost per worker (ONS, StatCan, ABS) beside the share of workers with access to paid leave of each kind (BLS); the derivation is the join nobody publishes - absence taken per worker against paid-leave ACCESS, by jurisdiction and over time, which is the figure every 'is this normal' guide on the site opens on",
 "embed": "<figure style=\"margin:0;padding:16px;border:1px solid #d9d9d9;border-radius:8px;background:#ffffff;color:#111111;font-family:system-ui,sans-serif;max-width:480px\"><p style=\"margin:0 0 8px;font-size:28px;font-weight:700;color:#111111;background:#ffffff\">74.50 percent</p><p style=\"margin:0 0 8px;font-size:14px;color:#111111;background:#ffffff\">median published figure, Absence And Leave Statistics, across 2 sources, read 12 September 2026</p><figcaption style=\"font-size:12px;color:#444444;background:#ffffff\"><a href=\"https://wallchartbook.com/datasets/absence-and-leave-statistics/#median\" style=\"color:#1a4fd6;background:#ffffff\">Source: WallChartBook Absence And Leave Statistics</a></figcaption></figure>"
}
