A causal model is a theoretical framework used to represent and analyze the cause-and-effect relationships between variables, often depicted using diagrams or equations. It is essential for understanding and predicting the impact of interventions or changes within a system, and it underpins many fields such as economics, epidemiology, and artificial intelligence.