Establishing causality requires more than just statistical association. Criteria such as temporality (exposure precedes outcome), strength of association, consistency across studies, biological plausibility, and dose-response relationship are considered. Interpreting causality involves evaluating these criteria to determine whether an observed association is likely to be causal.