A double-blind study is a research method where neither the participants nor the experimenters know who is receiving a particular treatment, which helps eliminate bias and increase the reliability of the results. This approach is crucial in clinical trials to ensure that the outcomes are solely due to the treatment itself and not influenced by placebo effects or researcher expectations.