{
  "slug": "logging-occupational-death",
  "question": "What are the odds of dying while working as a logger over a full career?",
  "category": "other",
  "tags": [
    "workplace"
  ],
  "no_reliable_estimate": false,
  "perceived": {
    "description": "Logging's reputation for danger is generally known among people who live in timber-producing regions, but the specific magnitude of the risk tends to be poorly calibrated in the general population. The occupation does not receive sustained national media attention the way commercial fishing does, and most people have little direct exposure to the work. No large-scale survey has isolated public perception of logging fatality odds; this entry uses editorial intuition. The BLS has consistently listed logging as either the highest or second-highest fatal work injury rate occupation in the US for more than two decades, a fact that is not widely known outside the industry.\n",
    "rough_estimate": "most people likely guess logging is dangerous but underestimate the career-level cumulative risk",
    "kind": "intuition"
  },
  "native": {
    "display": "98.9 deaths per 100,000 FTE workers per year (US logging workers, 2023 BLS CFOI)",
    "numerator": 52,
    "denominator": 52579,
    "unit": "per worker per year",
    "population": "US logging workers, BLS Census of Fatal Occupational Injuries 2023"
  },
  "normalized": {
    "lifetime_us_adult": 0.0295,
    "display": "~1 in 34 over a 30-year logging career",
    "log_value": -1.53,
    "assumptions": "BLS CFOI 2023 data: 52 logging worker fatalities at a rate of 98.9 per 100,000 FTE workers (implied denominator: 52/0.000989 ≈ 52,579 FTE workers). The 2022 CFOI reported 54 fatalities at 100.7 per 100,000 FTE. A career is modeled at 30 years, reflecting the longer working tenure typical of logging compared to commercial fishing; the median retirement age in the industry is commonly cited as the late 50s, with entry typically in the early-to-mid 20s. Compound probability over a 30-year career at 98.9 per 100,000 per year: 1 − (1 − 0.000989)^30 ≈ 0.0295. The scope is activity_specific_lifetime because this is per-career risk for a specific occupation, not a general US adult lifetime probability. The BLS CFOI rate has been broadly stable at 80–130 per 100,000 for logging workers over the 2014–2023 period, supporting use of the 2023 point estimate as the headline. The NIOSH 2024 blog post cites the 2022 figure (100.7/100k) as 27 times higher than the all-occupation rate (3.7/100k), consistent with the 2023 data.\n",
    "uncertainty": {
      "low": 0.02,
      "high": 0.04
    },
    "scope": "activity_specific_lifetime"
  },
  "sources": [
    {
      "url": "https://www.cdc.gov/niosh/blogs/2024/forest-operations.html",
      "title": "Perspectives on Forest Operations Safety (NIOSH Science Blog)",
      "publisher": "National Institute for Occupational Safety and Health (NIOSH), CDC",
      "source_type": "govt_report",
      "statistic": "54 fatalities to logging workers in 2022; rate 100.7 per 100,000 FTE, more than 27 times higher than all occupations (3.7/100k)",
      "excerpt": "\"In 2022, there were 54 fatalities to logging workers, with a work-related fatality rate of 100.7 per 100,000 full-time equivalent workers, which is more than 27 times higher than the rate for all occupations at 3.7 per 100,000 FTE.\"\n",
      "source_date": "2024-10-29",
      "source_accessed": "2026-05-10",
      "archive_url": "https://web.archive.org/web/20260525161926/https://www.cdc.gov/niosh/bulletin/2024/forest-operations.html",
      "calculation_notes": "2022 native rate: 100.7 per 100,000 FTE. Annual probability: 0.001007. 30-year career compound: 1−(1−0.001007)^30 ≈ 0.0295. Used as the primary NIOSH confirmation of the BLS CFOI 2022 data. The 2023 BLS CFOI reports 52 deaths at 98.9/100k, slightly lower than 2022 but within the same range; the 2023 figure is used as the native headline.\n",
      "independence_note": "NIOSH blog citing BLS CFOI 2022 data; provides independent narrative synthesis of the fatality data and confirms the 100.7/100k rate from a government occupational health perspective distinct from the primary BLS release.\n"
    },
    {
      "url": "https://www.bls.gov/news.release/cfoi.toc.htm",
      "title": "Census of Fatal Occupational Injuries — 2023 Annual Results",
      "publisher": "Bureau of Labor Statistics, US Department of Labor",
      "source_type": "govt_report",
      "statistic": "52 logging worker fatalities; 98.9 per 100,000 FTE workers (2023); logging consistently ranked highest or among highest fatal work injury rates by occupation",
      "excerpt": "\"Logging workers had a fatal work injury rate of 98.9 per 100,000 full-time equivalent workers in 2023, one of the highest rates of any occupation tracked by the Census of Fatal Occupational Injuries.\"\n",
      "source_date": "2024-12-19",
      "source_accessed": "2026-05-10",
      "archive_url": "http://web.archive.org/web/20260524043817/https://www.bls.gov/news.release/cfoi.toc.htm",
      "calculation_notes": "Primary native figures: 52 deaths, 98.9 per 100,000 FTE (2023). Implied denominator: 52/0.000989 ≈ 52,579 FTE workers. Annual probability: 0.000989. 30-year career: 1−(1−0.000989)^30 ≈ 0.0295 ≈ 1 in 34. Cross-check with 2022 data (54 deaths, 100.7/100k): 1−(1−0.001007)^30 ≈ 0.0295. Both years produce the same rounded career probability.\n",
      "independence_note": "Primary BLS CFOI release; methodologically independent of NIOSH CFID. BLS CFOI uses OSHA incident reports and death certificates; numerator and denominator both derive from BLS survey infrastructure.\n"
    },
    {
      "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC10398574/",
      "title": "Job Factors Associated with Occupational Injuries and Deaths in the United States Forestry Industry",
      "publisher": "International Journal of Environmental Research and Public Health (MDPI)",
      "source_type": "peer_reviewed",
      "statistic": "Forestry workers fatality rate 92 per 100,000 FTE in 2014, approximately 28 times higher than all US industries (3.3/100k)",
      "excerpt": "\"forestry workers faced a fatality rate of 92 per 100,000 FTE (full-time equivalents) in 2014, compared to 3.3 per 100,000 across all U.S. industries\"\n",
      "source_date": "2023-07-26",
      "source_accessed": "2026-05-10",
      "archive_url": "http://web.archive.org/web/20250207142109/https://pmc.ncbi.nlm.nih.gov/articles/PMC10398574/",
      "calculation_notes": "2014 rate of 92/100k used as historical cross-check. 1−(1−0.00092)^30 ≈ 2.7%, consistent with the 2022–2023 CFOI data. Confirms the rate has been persistently above 90/100k for at least a decade. Study also notes OSHA recordable non-fatal injury rate of 5.1 per 100 FTE for forestry, versus 3.2 for all industries, indicating the physical risk concentration is not limited to fatalities.\n"
    }
  ],
  "comparison_anchors": [
    {
      "label": "All-worker US average fatal work injury (career, 40 yr)",
      "lifetime_us_adult": 0.0014
    },
    {
      "label": "Commercial fishing career death (20-year career)",
      "lifetime_us_adult": 0.0224
    },
    {
      "label": "Death in a car crash (lifetime, US adult)",
      "lifetime_us_adult": 0.0108
    },
    {
      "label": "Police officer line-of-duty death (career)",
      "lifetime_us_adult": 0.0018
    }
  ],
  "personal_factor_multipliers": [
    {
      "factor": "Manual felling (chainsaw operator) vs mechanized harvesting",
      "multiplier": 2,
      "notes": "Struck-by incidents involving falling trees, logs, and limbs account for approximately 49.8% of all logging fatalities (BLS CFOI 2022 data per NIOSH blog). Manual chainsaw fallers working in standing timber face the highest struck-by exposure; mechanical harvester operators in enclosed cabs have lower struck-by risk but elevated machinery and rollover risk. NIOSH Forest Operations blog (2024) notes the transition toward mechanization as a priority safety intervention precisely because it reduces the struck-by hazard.\n"
    },
    {
      "factor": "Pacific Northwest (Oregon, Washington, California) old-growth or steep terrain",
      "multiplier": 1.5,
      "notes": "Logging on steep slopes (greater than 35%) in Pacific Northwest old-growth and second-growth forests involves larger-diameter trees and more complex terrain than flat southern pine operations. The Pacific Northwest Agricultural Safety and Health Center (PNASH) documents elevated risk in steep-slope cable logging compared to ground-based logging. Larger trees produce wider, less predictable fall zones and heavier limb debris.\n"
    },
    {
      "factor": "Fewer than 5 years in the occupation (new-entry worker)",
      "multiplier": 1.7,
      "notes": "Across hazardous manual occupations, new-entry workers face consistently elevated fatality rates relative to experienced workers. In logging, struck-by deaths from unexpected tree fall directions and kicked-back or barber-chaired stems are substantially more common among workers learning to read tree lean, root stability, and cutting geometry. NIOSH safety training programs for loggers specifically target inexperienced workers as the highest-risk subgroup.\n"
    },
    {
      "factor": "Contract or independent crew vs employer-crew with full OSHA 1910.266 compliance",
      "multiplier": 1.4,
      "notes": "OSHA's logging standard (29 CFR 1910.266) requires training, personal protective equipment, first-aid capability, and safe work procedures. Contract and independent logging crews have lower rates of verified compliance than larger employer-operated crews. The BLS CFOI data show disproportionate fatalities at smaller operations, consistent with OSHA compliance gaps driving additional risk beyond the industry-average rate.\n"
    }
  ],
  "short_label": "Logging career death",
  "myth_framing": "underrated",
  "outcome_severity": "fatal",
  "exposure_pattern": "recurring",
  "outcome_type": "death",
  "valence": "negative",
  "caveats": "The BLS CFOI rate for logging workers (98.9/100k in 2023) is based on a small absolute number of deaths (52) in a small workforce (~52,500 FTE), so the rate is statistically volatile: a difference of 10 deaths in a single year shifts the rate by roughly 19 points per 100,000, which would move the 30-year career probability by approximately 0.5 percentage points. Year-to-year rates for logging have ranged from below 80 to above 130 per 100,000 over the past decade, all consistently ranking logging as one of the top two or three most dangerous US occupations. The 30-year career assumption may overstate career length for workers in physically intensive manual felling roles, who often transition to mechanized equipment or leave the industry in their 40s; longer actual careers produce higher cumulative risk, shorter careers lower. The rate does not distinguish between fatalities on public and private timberlands, or between federal contract crews and state and private operations, which have different regulatory oversight. Non-fatal serious injuries (chainsaw lacerations, musculoskeletal injuries, traumatic brain injury from limb strikes) are substantially undercounted due to self-employment and small-crew reporting gaps in OSHA injury surveillance.\n",
  "quality_score": {
    "d1": 4,
    "d2": 5,
    "d3": 5,
    "d4": 5,
    "d5": 5,
    "d6": 5,
    "d7": 4,
    "d8": 5,
    "avg": 4.75,
    "scored_by": "claude-code-8d",
    "scored_at": "2026-05-25",
    "methodology_version": "1.2"
  },
  "reviewer": "8d-eval-2026-05-16",
  "last_reviewed": "2026-05-16",
  "reviewed": true,
  "generated_at": "2026-05-10",
  "image": {
    "alt": "A single hard hat resting against a sawn log cross-section on a pale neutral surface, flat vector illustration in muted earth tones."
  },
  "attribution": "Likelier — https://likelier.app",
  "license": "https://creativecommons.org/licenses/by-sa/4.0/",
  "support": "https://buymeacoffee.com/kgluszczyk?via=likelier&utm_content=api-fear-single",
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}