Phase III trials are large-scale studies conducted to assess the effectiveness and safety of a new treatment or therapy in a broader patient population. These trials are crucial in determining whether a drug or treatment should be approved for public use, as they provide significant data on its efficacy compared to standard treatments or placebos.