In epidemiology, the alternative hypothesis is a statement that suggests a potential association or effect between an exposure and an outcome. It is formulated as a counter to the null hypothesis, which posits that there is no association or effect. The alternative hypothesis is crucial in statistical testing because it provides a basis for researchers to investigate and draw conclusions about the relationships they are studying.