ETRI Journal
- Volume 28 Issue 2
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- Pages.191-204
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- 2006
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- 1225-6463(pISSN)
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- 2233-7326(eISSN)
A Data Quality Management Maturity Model
- Ryu, Kyung-Seok (IT Services Research Division, ETRI) ;
- Park, Joo-Seok (Department of Business Administration, Kyung Hee University) ;
- Park, Jae-Hong (Department of Statistics, Stanford University)
- Received : 2005.03.30
- Published : 2006.04.30
Abstract
Many previous studies of data quality have focused on the realization and evaluation of both data value quality and data service quality. These studies revealed that poor data value quality and poor data service quality were caused by poor data structure. In this study we focus on metadata management, namely, data structure quality and introduce the data quality management maturity model as a preferred maturity model. We empirically show that data quality improves as data management matures.
Keywords
- Data quality;
- metadata;
- maturity model;
- standard data;
- data value quality;
- data service quality;
- data structure quality;
- data management;
- process quality