Identifying causal mechanisms involves several steps:
Observation: Initial identification of associations through epidemiological studies like cohort or case-control studies. Hypothesis Generation: Based on observations, researchers generate hypotheses about potential mechanisms. Experimental Evidence: Laboratory or clinical experiments are conducted to test these hypotheses. Replication and Validation: The findings are replicated in different settings and populations to ensure validity.