大数据分析、知识管理和能力对企业能力和绩效的影响

A. Aljumah, M. Nuseir, Ghaleb A. El Refae
{"title":"大数据分析、知识管理和能力对企业能力和绩效的影响","authors":"A. Aljumah, M. Nuseir, Ghaleb A. El Refae","doi":"10.1109/SNAMS58071.2022.10062800","DOIUrl":null,"url":null,"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.","PeriodicalId":371668,"journal":{"name":"2022 Ninth International Conference on Social Networks Analysis, Management and Security (SNAMS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Impact of Big Data Analytics, Knowledge Management, and Capabilities on the Firms' Ability and Performance\",\"authors\":\"A. Aljumah, M. Nuseir, Ghaleb A. El Refae\",\"doi\":\"10.1109/SNAMS58071.2022.10062800\",\"DOIUrl\":null,\"url\":null,\"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.\",\"PeriodicalId\":371668,\"journal\":{\"name\":\"2022 Ninth International Conference on Social Networks Analysis, Management and Security (SNAMS)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-11-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 Ninth International Conference on Social Networks Analysis, Management and Security (SNAMS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SNAMS58071.2022.10062800\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 Ninth International Conference on Social Networks Analysis, Management and Security (SNAMS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SNAMS58071.2022.10062800","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

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。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Impact of Big Data Analytics, Knowledge Management, and Capabilities on the Firms' Ability and Performance
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.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Classifying Arabian Gulf Tweets to Detect People's Trends: A case study Implicit User Network Analysis of Communication Platform Open Data for Channel Recommendation Anomalous/Relevant Event Detection (A/RED): Active Machine Learning for Finding Rare Events Knowledge Management Role in Enhancing Customer Relationship Management in Hotels Industry in the UK Social Media Acceptance and e-Learning Post-Covid-19: New factors determine the extension of TAM
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1