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This is a Quasi-Experimental study.

Abstract B010: Tobacco retailer density and cancer incidence in California (2016-2020)

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A significant association was found between tobacco retailer density and oral cancer incidence.
The increase in oral cancer incidence was notably higher in non-Hispanic Black and Asian American populations.
Geographically weighted regression indicated stronger associations in northern and central California regions.
Public health policies aimed at reducing tobacco retailers may help lower cancer burdens in historically marginalized communities.

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Ecological study reveals higher tobacco retailer density associates with increased cancer incidence, particularly in marginalized populations.

Guan et al. (2025) studied this question.

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Ecological study reveals higher tobacco retailer density associates with increased cancer incidence, particularly in marginalized populations.