Related Experiment Videos

Causal associations between lifestyle factors and hemorrhoidal disease: Insights from Mendelian randomization

Jinqiu Xiong1, Yuanyuan Xu1, Xiangdong Liu1

  • 1Gastrointestinal Surgery Medical Center, Weifang People's Hospital (The First Affiliated Hospital of Shandong Second Medical University), Weifang, Shandong, China.

Medicine
|May 23, 2026
PubMed

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The Bradford Hill criteria serve as guidelines for establishing causative links in epidemiological research. Beyond Strength, Consistency, Specificity, and Temporality, key criteria also include Biological Gradient, Plausibility, Coherence, Experiment, and Analogy. These principles assist scientists in assessing the likelihood of causation in complex biological contexts. Below is a summary of these concepts:
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While variables are sometimes correlated because one does cause the other, it could also be that some other factor, a confounding variable, is actually causing the systematic movement in our variables of interest. For instance, as sales in ice cream increase, so does the overall rate of crime. Is it possible that indulging in your favorite flavor of ice cream could send you on a crime spree? Or, after committing crime do you think you might decide to treat yourself to a cone?
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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: