Placebo-controlled trials involve the use of a placebo, an inert substance that has no therapeutic effect. These trials help to determine the vaccine's efficacy by comparing outcomes between the vaccinated group and the placebo group. This method helps to eliminate bias and establish a clear understanding of the vaccine's true effectiveness.