An analysis of data quality dimensions

Jayawardene, Vimuthki, Sadiq, Shazia and Indulska, Marta (2015) An analysis of data quality dimensions. ITEE Technical Report 2013-01 and 2015-02, School of Information Technology and Electrical Engineering, The University of Queensland.

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UQ312314_2013_01.pdf Full text (Open Access) application/pdf 777.24KB 266
UQ312314_UPDATED_2015_02.pdf Full text (Open Access) application/pdf 576.68KB 73
Author Jayawardene, Vimuthki
Sadiq, Shazia
Indulska, Marta
Title An analysis of data quality dimensions
School, Department or Centre School of Information Technology and Electrical Engineering
Institution The University of Queensland
Open Access Status Other
Report Number 2013-01 and 2015-02
Series ITEE Technical Report
Publication date 2015-10
Start page 1
End page 32
Total pages 32
Language eng
Formatted Abstract/Summary
Data quality (DQ) has been studied in significant depth over the last two decades and has received attention from both the academic and the practitioner community. Over that period of time a large number of data quality dimensions have been identified in due course of research and practice. While it is important to embrace the diversity of views of data quality, it is equally important for the data quality research and practitioner community to be united in the consistent interpretation of this foundational concept. In this paper, we provide a step towards this consistent interpretation. Through a systematic review of research and practitioner literature, we identify previously published data quality dimensions and embark on the analysis and consolidation of the overlapping and inconsistent definitions. We stipulate that the shared understanding facilitated by this consolidation is a necessary prelude to generic and declarative forms of requirements modeling for data quality.
Additional Notes Attached files are the original 2013 report and the updated 2015 report

 
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Created: Wed, 16 Oct 2013, 15:51:03 EST by Ms Diana Cassidy on behalf of School of Information Technol and Elec Engineering