Past exam of the mathematics course of the University of Cambridge / 2022 / iii / Paper 207 / 1 / 1 / Solution

Vitamin D is a causal determinant of mortality risk if an intervention that changes vitamin-D status changes the distribution of the corresponding potential outcome for mortality. This is a claim about a causal effect, rather than merely an observed association.