Impact of Big Data Analytics, Knowledge Management, and Capabilities on the Firms' Ability and Performance

2022 Ninth International Conference on Social Networks Analysis, Management and Security (SNAMS) Pub Date : 2022-11-29 DOI:10.1109/SNAMS58071.2022.10062800

A. Aljumah, M. Nuseir, Ghaleb A. El Refae

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Abstract

Recently, big data analysis (BDA) capabilities and knowledge management are the essential elements for organizational performance, and this aspect needs researchers' and regulators' attention. Hence, the current article investigates the impact of BDA knowledge management, BDA technological, and management capabilities on the firm performance of the oil industry in the UAE. The study also analyzes the mediating role of firms' agility among BDA knowledge management, BDA technological and management capabilities, and firm performance in the oil industry in the UAE. The researchers have gathered the primary data from the BDA of the oil industry using survey questionnaires. The article has employed the smart-PLS to check the data reliability and association among variables. The results indicated that BDA knowledge management, BDA technological, and management capabilities have a positive association with the firm performance of the oil industry in the UAE. The findings also exposed that the firms' agility significantly mediates among BDA knowledge management, BDA technological and management capabilities, and firm performance in the oil industry in UAE. This article guides the regulators in making regulations regarding the improvement of firm performance using BDA knowledge management and BDA technological and management capabilities.

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大数据分析、知识管理和能力对企业能力和绩效的影响

近年来，大数据分析(BDA)能力和知识管理成为组织绩效的基本要素，这方面需要研究者和监管者的关注。因此，本文研究了BDA知识管理、BDA技术和管理能力对阿联酋石油行业企业绩效的影响。本研究还分析了阿联酋石油行业企业敏捷性在BDA知识管理、BDA技术和管理能力以及企业绩效之间的中介作用。研究人员通过调查问卷收集了石油行业BDA的主要数据。本文采用smart-PLS来检验数据的可靠性和变量间的相关性。结果表明，BDA知识管理、BDA技术和管理能力与阿联酋石油行业的企业绩效呈正相关。研究结果还表明，阿联酋石油行业企业的敏捷性在BDA知识管理、BDA技术和管理能力与企业绩效之间具有显著的中介作用。本文将指导监管机构在运用BDA知识管理和BDA技术与管理能力提升企业绩效方面制定法规。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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2022 Ninth International Conference on Social Networks Analysis, Management and Security (SNAMS)

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