This global analysis of 152,943 endurance runners found that nationality, gender, age, and race distance were significantly associated with running performance from 1999 to 2024. Men were faster across all distances, women were generally older in longer races, and runners from Kenya, Ethiopia, Japan, and the United States showed distinct participation and performance patterns.
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