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What Causes What
Lifestyle & environment

Ambient air pollution

µg/m³

Outdoor fine particles and nitrogen dioxide estimated at the home address, often during pregnancy. Indoor cooking smoke and a blood metal are different numbers.

The papers estimate outdoor concentrations at the address with land-use regression or satellite surfaces. Fine particles (PM2.5) and nitrogen dioxide, a traffic marker, are the usual metrics. The number is the air outside. Blood lead is a body burden, not the same reading.

Also called PM2.5, fine particulate matter, NO2, nitrogen dioxide, traffic pollution.

Connected relationships

SMOKE− DECREASES

Observational · Low

Ambient air pollution→Cognitive performance

Higher Ambient air pollution decreases Cognitive performance.

Pregnancy-average outdoor PM2.5 tracked 1.79 fewer full-scale IQ points per 3 µg/m³ at age 10.5 in 568 Salinas Valley children, while six European birth cohorts (9,482 children) found no association between pregnancy air pollution and cognition at ages 1 to 6. Nobody randomized the air.

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SMOKE+ INCREASES

Observational · Low

Ambient air pollution→All-cause mortality

Higher Ambient air pollution increases All-cause mortality.

Hao 2023's Medicare cohort of about 73.4 million adults 65 and older found a 4.0 percent higher all-cause death rate per 3.68 µg/m³ of annual PM2.5 (HR 1.040, 1.039 to 1.041). Nobody randomized the air.

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Sources