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Key factors for achieving organizational data-mining success

Article Information:

Title:

Key factors for achieving organizational data-mining success

Author(s):

Hamid R. Nemati, Christopher D. Barko

Journal:

Industrial Management & Data Systems

Year:

2003

Volume:

103

Issue:

4

Page:

282 - 292


ISSN:

0263-5577


DOI:

10.1108/02635570310470692

Publisher:

MCB UP Ltd

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Abstract:

Project management factors affecting the implementation of IT projects have been widely studied; however, there is little empirical research investigating the implementation of organizational data-mining (ODM) projects. ODM is defined as leveraging data-mining tools and technologies to enhance the decision-making process by transforming data into valuable and actionable knowledge to gain a competitive advantage. Organizations of all sizes are developing and implementing ODM technologies. A cross-sectional survey based on The Square Route Framework was conducted to determine the relationship among project factors affecting ODM implementations. Findings from 111 organizations indicate that a number of implementation factors have a significant influence on the successful implementation of ODM projects.

Keywords:

Data mining, Decision-support systems, Organizational effectiveness, Project management


Article Type:

Research paper


Article URL:

http://www.emeraldinsight.com/10.1108/02635570310470692

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