Lombroso's research has been criticised for lacking a scientific basis, suggesting his research and findings to be unreliable. He did not use a control group to compare participants . His methods of investigations were poorly controlled as he didn't consider cofounding variables which may have explained higher crime rates in certain groups of people, such as education. This limits the validity of the atavistic form as the research that supports it does not meet modern scientific standards.