The Bradford Hill criteria are a group of principles that provide a framework to determine a causal relationship between a specific factor and a disease. There are nine criteria that are pivotal in assessing causality in epidemiological studies. Here's a closer look at Strength, Consistency, Specificity, and Temporality criteria with definitions and examples:

1. Strength: This criterion refers to the size of the association between the factor and the outcome. A strong association suggests a higher likelihood of causality. For instance, the strong link between smoking and lung cancer, where smokers are significantly more likely to develop lung cancer than non-smokers, exemplifies the strength of the association.
2. Consistency: Consistency means the association has been observed repeatedly by different investigators, in different settings, and under different circumstances. The consistent findings across numerous studies worldwide that link smoking to lung cancer reinforce the likelihood that the relationship is causal.
3. Specificity: Specificity occurs when a specific cause is associated with a specific effect. The bacterium Bacillus anthracis causing anthrax is a prime example, as this causative agent is specifically linked to this particular disease, illustrating a one-to-one relationship between cause and effect.
4. Temporality: Temporality is the principle that the cause must precede the effect in time. Asbestos exposure is a clear example, as it must occur before the development of mesothelioma, a cancer affecting the lining of the lungs.

These criteria, when applied together, offer a robust approach to discerning possible causal relationships in public health and epidemiology, guiding researchers in understanding complex interactions between various factors and health outcomes.