Association studies in research involve examining the relationship between genetic variations and specific traits or diseases. These studies analyze the frequency of certain genetic variants or mutations in individuals who have a particular condition or trait compared to those who do not. By identifying associations between genetic factors and traits, researchers can better understand the underlying mechanisms and potential causes of certain diseases or traits. Association studies are commonly used in fields such as genetics, medicine, and biology to investigate complex diseases and traits.