Temporality |
Causes must precede effects, including any delay that may be expected between them. |
This is necessary for all posited causal effects, even speculative ones. |
Analogy |
A proposed causal relationship should have some similarity to a known process or circumstance. |
Analogs can make substitutions in one or more organisms, settings, specific exposures, or outcomes. |
Mechanism |
A modification of Hill’s original “Plausibility.” Causal relationships should have a plausible theoretical explanation. |
This can be in terms of physiology, cellular processes, ‘omics, and more. |
Reproducibility |
The attribution of causation is strengthened when results can be replicated by different investigators across different times and places with different study subjects. |
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Specificity |
Causal explanations are stronger when the causal relationship is observed in specific contexts, with specific persons, exposures, and outcomes. |
This is the classic Person/Place/Time of epidemiology. |
Coherence |
The agreement between all evidence, especially when it validates proposed mechanisms. |
This is translational science. |