There are several factors that impact the validity of a quantitative study, such as bias. What is the definition of bias? Anything that distorts study findings in a systematic way Whether the data collection was the same for both the cases and the controls An additional variable (known or unknown) that effects the results of the study Whether a study will have the same results if repeated with a similar population