Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Influence of Business Analytics Usage on Operational Efficiency of Information Technology Infrastructure Management Subject The topic of the resource Application management; Business analytics; Data oriented culture; It infrastructure; Operational efficiency; Pervasive use; Speed to insight Description An account of the resource Organizations today depend and thrive on timely, accurate and strategically relevant information. Business analytics (BA) holds the key to many of these issues. This paper validates a model on how the usage of BA leads to operational efficiency. We identified the factors of basic analytical usage from the Business Capacity Maturity Model (BCMM). The scope of the study is restricted to the Information Technology Infrastructure and Application management domain. A survey was conducted among the managers of the IT companies in Bengaluru, India. The results showed a significant influence of data-oriented culture and BA tools and infrastructure on BA usage. We found a significant influence of BA usage and pervasive use on operational efficiency. The speed to insight is still not practised in organizations. The awareness level of analytical skills in organizations is very low. 2022, Asia Pacific Journal of Information Systems. All Rights Reserved. Creator An entity primarily responsible for making the resource Elangovan N.; Gupta R.; Sundaravel E. Source A related resource from which the described resource is derived Asia Pacific Journal of Information Systems, Vol-32, No. 1, pp. 70-91. Publisher An entity responsible for making the resource available Korean Society of Management Information Systems Date A point or period of time associated with an event in the lifecycle of the resource 2022-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.14329/apjis.2022.32.1.70" target="_blank" rel="noreferrer noopener">https://doi.org/10.14329/apjis.2022.32.1.70</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85128828688&amp;doi=10.14329%2Fapjis.2022.32.1.70&amp;partnerID=40&amp;md5=9389cdfd45055e83cd6d86cbfbe0bbeb" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85128828688&amp;doi=10.14329%2fapjis.2022.32.1.70&amp;partnerID=40&amp;md5=9389cdfd45055e83cd6d86cbfbe0bbeb</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISSN: 22885404 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Elangovan N., School of Business and Management, Christ University, India; Gupta R., School of Business and Management, Christ University, India; Sundaravel E., School of Business and Management, Christ University, India