Large scale studies are crucial for understanding the impact of various risk factors on public health. They provide robust data that can help in the formulation of public health policies, identification of emerging health threats, and development of effective prevention strategies. The larger the sample size, the more reliable the data, which helps in drawing more accurate conclusions.