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Please use this identifier to cite or link to this item: http://dspace.bits-pilani.ac.in:8080/jspui/handle/123456789/10683
Title: Measuring Business Intelligence & Analytics capability maturity: A study of organizations in India
Authors: Tikoria, Jyoti
Keywords: Management
Business Intelligence
Business analytics
Capability maturity
K-means clustering
Elbow method
Factor analysis
Issue Date: 2021
Publisher: Inder Science
Abstract: While there have been studies for development and evaluation of maturity models for measuring business intelligence and analytics (BI&A) capability maturity of organisations, there has been no empirical study done solely for assessing the BI&A capability maturity of organisations. The purpose of this paper is to measure the BI&A capability maturity in organisations. This has been done through an empirical study with a sample of 145 organisations from different industry sectors in India. BI&A capability maturity has been assessed using six influencing factors. Analysis has been done based on industry sectors and segments, where findings have indicated some distinct industry segments with varying BI&A capability maturity. Organisations have also been grouped based on the maturity of six factors using K-means clustering technique. Each cluster was found to be representing a different level of maturity. The clusters have been reorganised to bring out interesting insights about BI&A capability maturity. The study presents important managerial implications.
URI: https://www.inderscience.com/info/ingeneral/forthcoming.php?jcode=ijbis
http://dspace.bits-pilani.ac.in:8080/xmlui/handle/123456789/10683
Appears in Collections:Department of Management

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