The Blood Price of Oil

Global oil/day (2024)

102.6M

barrels/day · EIA 2024

Post-9/11 direct deaths

940K

Brown Univ. CoW · 2001–2023

Indirect / structural deaths

4.5–4.7M

Brown Univ. CoW · same period

Iraq proven reserves

145B

barrels · EIA / OPEC 2025

Midpoint deaths/barrel (Iraq)

1/480K

300K deaths ÷ 145B bbl

Shadow blood price

$0.001–$0.03

per liter · vs medical $880/L

War Dataset

n=8 oil-linked conflicts · deaths: low / mid / high estimate · reserves contested in billions of barrels

Conflict	Period	Deaths (mid)	CI Low	CI High	Reserves (Bbbl)	Deaths/barrel (×10⁻⁶)	$/liter blood	Source tier

Deaths/Barrel over Time

scatter with 95% CI bands · OLS regression line · log scale y-axis

OLS Regression Results — Deaths/barrel ~ Year (log-transformed)

Slope (β₁)

+0.0421

log-deaths/bbl per year

Intercept (β₀)

—

at year 1991

R²

—

variance explained

p-value (β₁)

—

H₀: slope = 0

Estimation Uncertainty

mean · std dev · 95% CI across three accounting tiers

// Three-tier model — each tier is a different accounting boundary
TIER_1 = direct_war_deaths / proven_reserves_contested
         = 300,000 / 145,000,000,000 = 2.07×10⁻⁶ deaths/bbl

TIER_2 = extraction_labor_deaths / production_volume (US, 2003–2013)
         = 1,189 / 47,000,000,000 = 2.53×10⁻⁸ deaths/bbl

TIER_3 = indirect_deaths_attributed / cumulative_production (era)
         = 100,000,000 / 1,500,000,000,000 = 6.67×10⁻⁵ deaths/bbl

// Blood price conversion
blood_price = (oil_usd/bbl × deaths/bbl × liters/person) / (liters/bbl)
            = (75 × D/bbl × 5,000L) / 158.99L

// Gap: medical blood market = $440–880 USD/liter
// shadow price = $0.001–$0.031 USD/liter
externality_gap = medical_price / shadow_price ≈ 14,000×–880,000×

[1] War deaths: Brown Univ. Costs of War 2023. Iraq Body Count (conservative floor). Lancet 2006 (upper bound). Midpoints used for regression. [2] Reserves: EIA, OPEC 2024–2025. Iraqi proved reserves 145Bbbl. [3] Extraction labor deaths: CDC/NIOSH 2003–2013. US only. Global multiplier est. ×8 (ILO). [4] Indirect deaths: WHO air pollution attribution (fossil fuels, 20% oil share). Climate mortality: Lancet Countdown. [5] Oil price: Brent spot ~$75/bbl (March 2026). [6] Blood volume/person: 5 liters. [7] Barrels→liters: 1 bbl = 158.987L. [8] Medical blood price: Red Cross / hospital acquisition cost $440–880 USD/liter. [9] Regression: OLS on log(deaths/bbl) ~ year. n=8 conflicts. CIs from Gaussian propagation of estimate uncertainty bounds. MODEL v1.0 · The price mechanism is specifically structured to prevent this conversion. The gap is the architecture.