• Public risk perception is culturally contingent and shaped by social context, as cross-national studies reveal systematic variation in perceived hazard severity and acceptable risk levels across populations, with Norwegian, Polish, Hong Konger, French, and American samples illustrating diverging risk judgments. This theme highlights how culture, institutions, and media mediate risk acceptability [6], [13], [15], [10], [4].

• Integrating social science into risk assessment and probabilistic risk analysis shows that people's beliefs, values, and communication patterns must inform risk metrics and models, bridging perceived risk with real probabilities and acknowledging biases in risk calculations [7], [14], [11], [4].

• Risk communication and evaluation criteria emerge as a methodological thread, focusing on how messages are understood, agreed with, and how risk concepts are defined and operationalized for policy and public discourse; this includes criteria for evaluating risk messages and the role of terminology [5], [16], [19].

• Behavioral theories of risk, including risk homeostasis and the social-cognitive dynamics of risk-taking, explain why safety measures may have limited impact without considering adaptive human behavior and perception dynamics [8], [7], [10].

• Quantitative risk framing and population-level attribution quantify how multiple risk factors contribute to disease burden, emphasizing multivariate risk measures and the interpretation of attributable risk to inform health policy and prevention strategies [9], [20].