Data management is the process of creating, organizing, cleaning, documenting and maintaining data sets. These tasks are accomplished using specialized statistical software such as SPSS and SAS following a set of standardized, written protocols and quality control procedures. These procedures ensure the resulting data sets are complete, accurate and trustworthy. These data sets then form the basis of high quality analyses and studies.