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PECOS Framework

Population, Exposure, Comparison, Outcomes, Study design

Last updated on 18 Jun, 2026

PECOS framework is used for prevention, etiology and risk factor reviews, where the aim is to determine whether exposure to a substance, behavior, or environmental factor is associated with an outcome.

Example question: Does long-term air pollution exposure increase cardiovascular disease risk in urban adults?

Criteria

Definitions

Inclusion example

Exclusion example

Population

Group(s) of individuals, organizations, or entities that are the primary focus of the study

e.g. Adults living in urban areas with documented air pollution exposure

e.g. Populations in occupational high-exposure settings (e.g. factory workers)

Exposure

Condition, lifestyle factor, risk factor, event, or experience the population has been exposed to

e.g. Long-term exposure to PM2.5 or NO2 exceeding WHO guidelines

e.g. Short-term or acute pollution events

Comparison

Group or condition without the exposure, used as a reference to assess effects

e.g. Adults in areas with low ambient air pollution levels

e.g. Studies with no low-exposure reference group

Outcomes

Result or effect associated with the exposure being measured

e.g. Incidence or mortality from cardiovascular disease

e.g. Self-reported chest symptoms without clinical diagnosis

Study design

Research design used in the study

e.g. Prospective cohort study

e.g. Cross-sectional study with no temporal data

Other

Any additional information that affects a study's eligibility for your review or is helpful to consider during screening

e.g. Studies reporting pollutant concentrations using standardized measures

e.g. Studies conducted before modern air quality monitoring (pre-1990)

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