Impacts of Big Data on the Decision Performance of Tunisian Companies: Quality and Efficiency of Decisions
Keywords:
Big Data, Decision Performance, Quality of Decisions, Efficiency of Decisions, Data Analysis, Tunisian BusinessAbstract
In a context of globalization and increased competition, must navigate in increasing decision-making complexity. The emergence of big data offers a revolutionary opportunity by enabling unprecedented collection and analysis of information. This research explores how big data influences decision-making performance by examining their impact on the accuracy and relevance of decisions, as well as the reduction in the time needed to make them. The research includes a review of the literature, the presentation of a theoretical framework, the methodology used and a results analysis to provide practical and theoretic recommendations on the use of big data in decision-making.
References
A. S. Bharadwaj (2000) A resource-based perspective on information technology capability and firm performance: An empirical investigation. 24(1), 169-196. https://doi.org/10.2307/3250983
H. Chen, R. H. L. Chiang, V. C. Storey (2012) Business Intelligence and Analytics: From Big Data to Big Impact. 36(4), 1165-1188. https://doi.org/10.2307/41703503
T. H. Davenport, J. Dyché (2013) Big Data in Big Companies.
T. H. Davenport, J. G. Harris (2007) Competing on Analytics: The New Science of Winning. https://www.amazon.com/Competing-Analytics-Science-Winning-Davenport/dp/1422103323
A. Gandomi, M. Haider (2015) Beyond the hype: Big data concepts, methods, and analytics. 35(2), 137-144. https://doi.org/10.1016/j.ijinfomgt.2014.10.007
M. Gupta, J. F. George (2016) Towards the Development of a Big Data Analytics Capability Maturity Model. 25(4), 226-248. https://doi.org/10.1016/j.jsis.2016.07.002
D. Kiron, R. Shockley (2011) Creating Business Value with Analytics. 1-25. https://doi.org/10.5555/2155352
D. Kiron, P. K. Prentice, R. B. Ferguson (2014) The Analytics Mandate.
L. J. Kirsch, R. P. Bostrom (2002) The Impact of IT Capabilities on Firm Performance: Insights from the Theory of Dynamic Capabilities. 26(1), 1-16. https://doi.org/10.2307/4132318
S. LaValle, E. Lesser, R. Shockley, M. S. Hopkins, N. Kruschwitz (2011) Big Data, Analytics and the Path From Insights to Value. 52(2), 21-32. https://doi.org/10.5555/2155398
A. McAfee, E. Brynjolfsson (2012) Big Data: The Management Revolution. 90(10), 60-68. https://doi.org/10.1002/smj.4250131209
F. Provost, T. Fawcett (2013) Data Science and its Relationship to Big Data and Data-Driven Decision Making. 1(1), 51-59. https://doi.org/10.1089/big.2013.1508
H. A. Simon (1972) Theories of Bounded Rationality. 161-176.
Y. Sun, et al (2018) Towards a Big Data Architecture for Open Data Analytics in Smart Cities. 14(4), 1736-1744. https://doi.org/10.1109/TII.2018.2805919
Z. Sun, L. Sun, K. Strang (2018) Big Data Analytics Services for Enhancing Business Intelligence. (2), 162-169. https://doi.org/10.1080/08874417.2016.1220239
S. F. Wamba, et al (2017) Big data analytics and firm performance: Effects of dynamic capabilities. 70, 356-365. https://doi.org/10.1016/j.jbusres.2016.08.009
S. F. Wamba, S. Akter, A. Edwards, G. Chopin, D. Gnanzou (2017) How 'Big Data' Can Make Big Impact: Findings from a Study on How Organizations Achieve Data-Driven Decision-Making. 165, 233-245. https://doi.org/10.1016/j.ijpe.2014.12.031
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