大数据与决策的关系。系统文献综述

C. Torre, Gianluca Maria Guazzo, Vilma Çekani, V. Bacco
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引用次数: 4

摘要

大数据在经济学领域的应用越来越广泛,这促使学者和专业人士扩大了对大数据对企业决策过程影响的研究。到目前为止,学者和管理人员只关注大数据的技术方面,而没有强调它们对决策系统有效性的影响。首先,本文旨在回顾研究大数据在企业决策系统中的使用及其有效性之间关系的文献。其次,它提供了相关证据来分析大数据是否能够促进高级决策模型的实施,以及最终如何促进。在这方面,我们的工作通过提出一个可能的公司治理模型来确定支持公司决策过程的关键因素。我们采用的理论框架依赖于大数据管理研究,特别关注大数据的使用可以产生公司和组织决策动态的影响。本文为大数据和决策的文献提供了理论和管理上的贡献,定义了未来的观点,以推进这一研究领域的知识。
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The Relationship between Big Data and Decision Making. A Systematic Literature Review
The increasing use of big data within the economics field has led academics and professionals to broaden the investigation of its consequences in corporate decision-making processes. Until now, scholars and managers have been focused only on the technical aspects of big data, without emphasizing the influence they exert on the effectiveness of decision-making systems. Firstly, this paper aims to review the literature which concerns the study of the relationship between the use of big data and its effectiveness in corporate deci-sion-making system. Secondly, it provides relevant evidence to analyze whether big data acts as a facilitator for the implementation of advanced decision-making models and eventually how. In this aspect, our work identifies the key factors that support the corporate decision-making process by proposing a possible corporate governance model. The theoretical framework that we have adopted relies on big data management studies, with a specific focus on the implications which show that the use of big data can generate the decision-making dynamics of companies and organizations. The current paper provides both theoretical and managerial contributions to the literature on big data and decision making, defining future perspectives to advance knowledge in this research area.
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来源期刊
CiteScore
4.50
自引率
0.00%
发文量
45
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