Data quality /integrity

norms, criteria, standards, and other direct qualitative and quantitative measures used in determining the quality or integrity of data; may also include activities and programs intended to assure or improve the quality of data or to review interim data and efficacy outcomes to determine if research should be continued as designed, changed, or terminated; may also include reviews to investigate misconduct in research; levels of excellence which characterize the data based on accepted standards of quality.