Value-driven data quality assessment

Proceedings of the 2005 International Conference on Information Quality, ICIQ 2005

Volumn , Issue , 2005, Pages

  Even, Adir ^a   Shankaranarayanan, G ^a  

^a BOSTON UNIVERSITY   (United States)

Author keywords

Data Quality; Data Quality Management; Database; Decision Making; Information Products; Information Value; Metadata

Indexed keywords

BUSINESS VALUE; CONTENT-BASED; CURRENT DATA; DATA COLLECTION; DATA ITEMS; DATA QUALITY; DATA QUALITY ASSESSMENT; DATA QUALITY MANAGEMENT; EVALUATED DATA; INFORMATION PRODUCTS; INFORMATION VALUE; MANAGEMENT RESEARCH; MEASUREMENT METHODS; QUALITY ASSESSMENT; QUALITY DIMENSION; QUALITY MEASUREMENT MODEL; QUALITY MEASUREMENTS; SCALING FACTORS; SYSTEM CHARACTERISTICS; VALUE-BASED;

DATABASE SYSTEMS; DECISION MAKING; DIGITAL STORAGE; INFORMATION ANALYSIS; INFORMATION MANAGEMENT; METADATA; QUALITY MANAGEMENT;

DATA REDUCTION;

EID: 84871547348     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (34)

1. Ahituv N. (1980), "A Systematic Approach Towards Assessing the Value of Information System", MIS Quarterly (4:4), Dec. 1980, pp. 61-75
2. Ballou D.P., and Pazer H.L. (1985), "Modeling Data and Process Quality in Multi-Input, Multi-Output Information Systems", Management Science (31:2), Feb. 1985, pp. 462-484
3. Ballou D.P., and Pazer H.L. (1995), "Designing Information Systems to Optimize the Accuracy-timeliness Tradeoff", Information Systems Research (6:1), Mar. 1995, pp. 51-72
4. Ballou D.P., and Pazer H.L. (2003), "Modeling Completeness versus Consistency Tradeoffs in Information Decision Systems", IEEE Transactions fn Knowledge Management and Data Engineering (15:1), Jan.\Feb. 2003, pp. 240-243
5. Ballou D. P., Wang R., Pazer H., and Tayi G. K. (1998), "Modeling Information Manufacturing Systems to Determine Information Product Quality", Management Science (44:4), Apr. 1998, pp. 462-484 (Pubitemid 128591675)
6. Bankar R. D., and Kauffman R. J. (2004), "The Evolution of Research on Information Systems: A Fiftieth- Year Survey of the Literature in Management Science", Management Science (50:3), Mar. 2004, pp. 281-298
7. Chengalur-Smith I., Ballou D. P., and Pazer H. L (1999), "The Impact of Data Quality Information on Decision-making: An Exploratory Study", IEEE Transactions on Knowledge and Data Engineering (11:6), 1999, pp. 853-864 (Pubitemid 30589462)
8. Davern M. J., and Kauffman R. J. (2000),"Discovering Potential and Realizing Value from Information Technology Investments", JMIS (16:4), Spring 2000, pp. 121-143
9. DeLone W., and Mclean E. (1992), "Information Systems Success: The Quest for the Dependent Variable", Information Systems Research (3:1), 1992, pp. 60-95
10. Deming W.E. (1986), "Out of Crisis", MIT Center for Advanced Engineering Study, Cambridge, MA
11. Eckerson W.W. (2003), "Achieving business success through a commitment to high quality data", TDWI Report Series, Data Warehousing Institute, Seattle, WA, Http://www.dw-institute.com, 2003
12. Elmasri R, and Navathe S.B. (1994), "Fundamentals of Database Systems", Second Edition, Benjamin Cummings, Redwood City, CA
13. English L. P. (1999) "Improving Data Warehouse and Business Information Quality: Methods for Reducing Costs and Increasing Profits", John Wiley and Sons Inc, New York, NY
14. Fisher C. W., Chengalur-Smith I., and Ballou D. P. (2003), "The Impact of Experience and Time on the Use of Data Quality Information in Decision Making", Information Systems Research (14:2), pp. 170-188
15. Hilton R.W. (1981), "The Determinants of Information Value: Synthesizing Some General Results", Management Science (27:1), Jan. 1981, pp. 57-64
16. Hufford D. (1996), "Data Warehouse Quality", DM Review, Jan. 1996
17. IDC, www.idc.com, Online Reference Journal
18. Jarke M., Lenzerini M., Vassiliou Y., and Vassiliadis P. (2000), "Fundamentals of Data Warehouses", Springer-Verlag, Heidelberg, Germany
19. Kahn B. K., Strong D. M., and Wang R. Y. (2002), "Information Quality Benchmarks: Product and Service Performance", Communications of ACM (45:4), Apr. 2002, pp. 184-192
20. Marco D. (2000), "Building and Managing the Meta Data Repository: A Full Lifecycle Guide", Willey and Sons, Inc., New York, NY
21. Parssian A, Sarkar S., and Jacob V.S. (2004), "Assessing Data Quality for Information Products - Impact of Selection, Projection, and Cartesian Product", Management Science (50:7), pp. 967-982
22. Pipino L.L, Yang W.L. and Wang R.Y. (2002), "Data Quality Assessment", Communications of the ACM (45:4), Apr. 2002, pp. 211-218
23. Redman T.C. (1996), "Data Quality for the Information Age", Artech House, Boston, MA
24. Shankaranarayanan G., Ziad M., and Wang R. Y. (2003), "Managing Data Quality in Dynamic Decision Making Environments: An Information Product Approach", Journal of Database Management (14:4), Oct- Dec 2003, pp. 14-32
25. Shankaranarayanan G. and Watts-Sussman S. (2003), "A Relevant Believable Approach for Data Quality Assessment", In the Proceedings of the MIT International Conference on Information Quality (IQ 2003), October 2003, Boston, MA
26. Shankaranarayanan G., and Even A. (2004), "Managing Metadata in Data Warehouses: Pitfalls and Possibilities", Communications of the AIS (2004:14), Sept. 2004, pp. 247-274
27. Strong D.M., Yang W.L, and Wang R.Y. (1997), "Data Quality in Context", Communications of the ACM (40:5), May 1997, pp. 103-110
28. Wand Y., and Wang R. Y. (1996), "Anchoring Data Quality Dimensions in Ontological Foundations", Communications of the ACM (39:11), Nov. 1996, pp. 86-95
29. Wang R.Y, Storey V. C, and Firth C.P (1995), "A Framework for Analysis of Data Quality Research", IEEE Transactions of Knowledge and Data Engineering (7:4), Aug. 1995, pp. 623-640
30. Wang R.Y., and Strong D.M. (1996), "Beyond Accuracy: What Data Quality Means to Data Consumers", JMIS (12:4), Spring 1996, pp. 5-34
31. Wang R.Y. (1998), "A Product Perspective on Total Quality Management", Communications of the ACM (41:2), Feb. 1998, pp. 58-65
32. Wixom B.H., and Watson H.J. (2001), "An Empirical Investigation of the Factors Affecting Data Warehousing Success", MIS Quarterly (25:1), Mar. 2001, pp.17-41
33. Yang W.L., and Strong D. M. (2003), "Knowing-Why about Data Processes and Data Quality", Journal of Management Information Systems (20:3), Winter 2003-4, pp. 13-39
34. Yang W.L., Pipino L., Strong D.M. and Wang, R.Y. (2004), "Process-Embedded Data Integrity", Journal of Database Management (15:1), Jan.-Mar. 2004, pp. 87-103