Some Dimensions of Data Quality in Statistical Systems
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1997-07-01
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NTL Classification:NTL-REFERENCES AND DIRECTORIES-Statistics
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Abstract:An important objective of a statistical data system is to enable users of the data to recommend (an organizations to take) rational action for solving problems or for improving quality of service of 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.
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