Unintentional bias, conflicting interests might result in unintentional bias. If in collection of data, a researcher with significant financial interests may unwittingly introduce bias into enrollment of subjects for some of research. So for prevention, unintentional bias can change choices about data selection, statistical methods, and presentation of results and can be a more serious threat than deliberate misconduct.