Being poor doesn't actually change where you get cancer—your bank account has zero say in which organ gets sick first.
March 27, 2026
Original Paper
The Statistical Significance of Age and Race to Predict Cancer's Onset Site. Are Social Deprivation or Region Significant ? A Study in Scotland
SocArXiv · m6tyc_v1
The Takeaway
While socioeconomic status is a massive predictor of overall health outcomes, this study in Scotland found it has no statistical significance in predicting cancer's onset site. Instead, age and race were the only reliable demographic predictors for where a malignancy begins.
From the abstract
The site of cancer onset is analyzed through its co-occurrence patterns with demographic factors, which can be statistically regarded as causes for its dissemination among patient segments (cohorts) or populations. This study examines these factors as cancer risk elements, aiming to formulate prevention strategies and enhance treatment and control measures. Open demographic data from Scotland, including age, gender, deprivation, and race, are correlated with onset sites, facilitating the trackin