The Role of Data Analytics in Digital Transformation Case Studies and Frameworks
Keywords:
Data Analytics, Digital Transformation, Operational Efficiency, Customer Experience, Data Integration, Data-Driven Decision-Making, Business Intelligence, Data Governance, Digital Transformation Frameworks, Cross-Functional CollaborationAbstract
Data analytics has become a cornerstone in digital transformation, enabling organizations to harness data for strategic decision-making, process optimization, and improved customer experiences. This paper explores the role of data analytics in driving digital transformation across industries, presenting case studies and frameworks that demonstrate its impact on enhancing operational efficiency, personalizing services, and accelerating innovation. By analyzing real-world applications, this research identifies best practices and key challenges, such as data integration, scalability, and maintaining data quality. The findings underscore the importance of a structured approach to data analytics in achieving successful digital transformation outcomes, emphasizing the role of leadership, data governance, and cross-functional collaboration.
References
Davenport, T. H., & Bean, R. (2018). Big data and AI executive survey 2018: Investing in AI and machine learning for competitive advantage. MIT Sloan Management Review.
Bughin, J., & van Zeebroeck, N. (2017). Digital transformation: A roadmap for billion-dollar organizations. McKinsey & Company Report.
Fitzgerald, M., Kruschwitz, N., Bonnet, D., & Welch, M. (2014). Embracing digital technology: A new strategic imperative. MIT Sloan Management Review, 55(2), 1-12.
Chen, H., Chiang, R. H., & Storey, V. C. (2012). Business intelligence and analytics: From big data to big impact. MIS Quarterly, 36(4), 1165-1188.
Grover, V., & Kohli, R. (2013). Revealing your hand: Caveats in implementing digital business strategy. MIS Quarterly Executive, 12(4), 1-15.
Westerman, G., Bonnet, D., & McAfee, A. (2014). Leading digital: Turning technology into business transformation. Harvard Business Review Press.
De Mauro, A., Greco, M., & Grimaldi, M. (2016). A formal definition of big data based on its essential features. Library Review, 65(3), 122-135.
DalleMule, L., & Davenport, T. H. (2017). What's your data strategy? Harvard Business Review, 95(3), 112-121.
Sebastian, I. M., Ross, J. W., Beath, C., Mocker, M., Moloney, K. G., & Fonstad, N. O. (2017). How big old companies navigate digital transformation. MIS Quarterly Executive, 16(3), 197-213.
Constantiou, I. D., & Kallinikos, J. (2015). New games, new rules: Big data and the changing context of strategy. Journal of Information Technology, 30(1), 44-57.
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Copyright (c) 2024 GUTTA NAVEEN KUMAR (Author)
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