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Modelling quality dynamics on business value and firm performance in big data analytics environment

机译:在大数据分析环境中对业务价值和公司绩效的质量动态建模

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摘要

Big data analytics have become an increasingly important component for firms across advanced economies. This paper examines the quality dynamics in big data environment that are linked with enhancing business value and firm performance. The study identifies that system quality (i.e., system reliability, accessibility, adaptability, integration, response time and privacy) and information quality (i.e., completeness, accuracy, format and currency) are key to enhance business value and firm performance in a big data environment. The study also proposes that the relationship between quality and firm performance is mediated by business value of big data. Drawing on the resource based theory and the information systems success literature, this study extends knowledge in this domain by linking system quality, information quality, business value and firm performance.
机译:大数据分析已成为跨发达经济体的公司越来越重要的组成部分。本文研究了与增强业务价值和公司绩效相关的大数据环境中的质量动态。该研究表明,系统质量(即系统可靠性,可访问性,适应性,集成,响应时间和隐私)和信息质量(即完整性,准确性,格式和货币)是提高大数据业务价值和公司绩效的关键。环境。该研究还提出,质量与公司绩效之间的关系是由大数据的业务价值来调节的。借助基于资源的理论和信息系统的成功文献,本研究通过链接系统质量,信息质量,业务价值和公司绩效来扩展该领域的知识。

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