Some Dimensions of Data Quality in Statistical Systems

摘要

An important objective of a statistical data system is to enable users of thedata to recommend (and organizations to take) rational action for solving problems or for improving quality of service or manufactured product. With this view in mind, this paper gives a list of some desired characteristics, or dimensions, of data quality, to be considered when building and maintaining statistical data systems. Some discussion of possible conflicts between different dimensions is given. Finally, data users and decision makers are encouraged to demand data systems of high quality, and system developers are urged to produce such systems.