Utility-driven configuration of data quality in data repositories

International Journal of Information Quality

Volumn 1, Issue 1, 2007, Pages 22-40

  Even, Adir ^a   Shankaranarayanan, G ^a  

^a BOSTON UNIVERSITY   (United States)

Author keywords

Data quality management; Data repositories; Data warehouse; DQM; DW; Information value; Optimal design; Quality dimensions

Indexed keywords

COPYRIGHTS; COSTS; DATA REDUCTION; DATA WAREHOUSES; ECONOMIC AND SOCIAL EFFECTS; ECONOMICS; INFORMATION MANAGEMENT; QUALITY MANAGEMENT;

DATA QUALITY MANAGEMENT; DATA REPOSITORIES; INFORMATION VALUE; OPTIMAL DESIGN; QUALITY DIMENSION;

QUALITY CONTROL;

EID: 78650012809     PISSN: 17510457     EISSN: 17510465     Source Type: Journal    
DOI: 10.1504/IJIQ.2007.013374     Document Type: Article

References (29)

1. Ahituv, N. (1980) 'A systematic approach towards assessing the value of information systems', Management Information Systems Quarterly, Vol. 4, No. 4, pp.61-75.
2. Ballou, D.P. and Pazer, H.L. (1995) 'Designing information systems to optimize the accuracy-timeliness tradeoff', Information Systems Research, Vol. 6, No. 1, pp.51-72.
3. Ballou, D.P. and Pazer, H.L. (2003) 'Modeling completeness versus consistency tradeoffs in information decision systems', IEEE Transactions on Knowledge and Data Engineering, Vol. 15, No. 1, pp.240-243.
4. Ballou, D.P., Wang, R., Pazer, H. and Tayi, G.K. (1998) 'Modeling information manufacturing systems to determine information quality', Management Science, Vol. 44, No. 4, pp.462-484.
5. Counihan, A., Finnegan, P. and Sammon, D. (2002) 'Towards a framework for evaluating investments in data warehousing', Information Systems Journal, Vol. 12, pp.321-338.
6. Davern, M.J. and Kauffman, R.J. (2000) 'Discovering potential and realizing value from information technology investments', Journal of Management Information Systems, Vol. 16, No. 4, pp.121-143.
7. DeLone, W. and Mclean, E. (1992) 'Information systems success: the quest for the dependent variable', Information Systems Research, Vol. 3, No. 1, pp.60-95.
8. English, L.P. (1999) Improving Data Warehouse and Business Information Quality-Methods for Reducing Costs and Increasing Profits, John Wiley & Sons, Inc., New York.
9. Even, A. and Shankaranarayanan, G. (2005) 'Value-driven data quality assessment', Proceedings of the Tenth MIT International Conference on Information Quality, Boston, MA, pp.221-236.
10. Even, A., Shankaranarayanan, G. and Berger, P.D. (2005) 'Profit-maximization with data management systems', Proceedings of the International Conference of Information Systems (ICIS), December, Las Vegas, NV.
11. Hanna, R., Berger, P.D. and Abendroth, L. (2005) 'Optimizing time limits in retail promotions: an email application', Journal of the Operational Research Society, Vol. 56, pp.15-24.
12. Hilton, R.W. (1981) 'The determinants of information value: synthesizing some general results', Management Science, Vol. 27, No. 1, pp.57-64.
13. Jarke, M., Lenzerini, M., Vassiliou, Y. and Vassiliadis, P. (2000) Fundamentals of Data Warehouses, 2nd ed., Springer, NY, pp.123-160.
14. Kahn, B.K., Strong, D.M. and Wang, R.Y. (2002) 'Information quality benchmarks: product and service performance', Communications of the ACM, Vol. 45, No. 4, pp.184-193.
15. Little, J.D.C. (1970) 'Models and managers: the concept of a decision calculus', Management Science, Vol. 18, pp.466-484.
16. Melville, N., Kraemer, K. and Gurbaxani, V. (2004) 'Review: information technology and organizational performance: an integrative model of IT business value', MIS Quarterly, Vol. 28, No. 2, pp.283-322.
17. Neely, M.P. (2005) 'The product approach to data quality and fitness for use: a framework for analysis', Proceedings of the Tenth MIT International Conference on Information Quality, Boston, MA, pp.52-63.
18. Parssian, A., Sarkar, S. and Jacob, V.S. (2004) 'Assessing data quality for information products: impact of selection, projection, and cartesian product', Management Science, Vol. 50, No. 7, pp.967-982.
19. Pipino, L.L., Lee, Y.W. and Wang, R.Y. (2002) 'Data quality assessment', Communications of the ACM, Vol. 45, No. 4, pp.211-218.
20. Redman, T.C. (1996) Data Quality for the Information Age, Artech House, Boston, MA.
21. Sambamurthy, V., Bharadwaj, A. and Grover, V. (2003) 'Shaping agility through digital options: reconceptualizing the role of information technology in contemporary firms', MIS Quarterly, Vol. 27, No. 2, pp.237-263.
22. Shankaranarayanan, G. and Cai, Y. (2006) 'Supporting data quality management in decision making', Decision Support Systems, Vol. 2, No. 1, pp.302-317.
23. Shankaranarayanan, G. and Even, A. (2004) 'Managing metadata in data warehouses: pitfalls and possibilities', Communications of the AIS, Vol. 2004, No. 14, pp.247-274.
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, Vol. 14, No. 4, pp.14-32.
25. Shapiro C. and Varian H.R. (1999) Information Rules, Harvard Business School Press, Cambridge, MA.
26. 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, Vol. 7, No. 4, pp.623-640.
27. Wang, R.Y. (1998) 'A product perspective on total quality management', Communications of the ACM, Vol. 41, No. 2, pp.58-65.
28. Wang, R.Y. and Strong, D.M. (1996) 'Beyond accuracy: what data quality means to data consumers', Journal of Management Information Systems, Vol. 12, No. 4, pp.5-34.
29. Wixom, B.H. and Watson, H.J. (2001) 'An empirical investigation of the factors affecting data warehousing success', MIS Quarterly, Vol. 25, No. 1, pp.17-41.