大数据治理与创新绩效:大数据分析能力和组织灵活性的中介作用

IF 1.3 Q3 MANAGEMENT
MARYAM AL KAMZARI, FARZANA ASAD MIR, ABUBAKR SULIMAN
{"title":"大数据治理与创新绩效:大数据分析能力和组织灵活性的中介作用","authors":"MARYAM AL KAMZARI, FARZANA ASAD MIR, ABUBAKR SULIMAN","doi":"10.1142/s1363919624500038","DOIUrl":null,"url":null,"abstract":"<p>Big data governance, along with big data analytic capabilities (BDACs) and organisational agility, is expected to increase the organisation’s innovation performance. Drawing on the resource-based view, the dynamic capabilities view, and the literature on big data governance and BDACs, this study examines the relationship between big data governance and innovation performance, while focussing on the mediating roles of BDACs and organisational agility. Using a partial least square- structural equation modelling (PLS-SEM) approach, questionnaire responses from 152 enterprises from various industries in the Gulf Cooperation Council (GCC) countries were analysed to test the hypotheses presented in the study’s conceptual framework. The study’s main findings are that BDACs fully mediate the big data governance relationships with innovation performance and organisational agility. The study also found significant serial mediation by BDACs and organisational agility between big data governance and innovation performance. This study highlights that the ability of management to develop and deploy an appropriate combination of essential resources depends on their resources and capabilities (big data governance, BDACs, and organisational agility), leading toward the improvement of firm innovation performance.</p>","PeriodicalId":47711,"journal":{"name":"International Journal of Innovation Management","volume":"81 1","pages":""},"PeriodicalIF":1.3000,"publicationDate":"2024-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"BIG DATA GOVERNANCE AND INNOVATION PERFORMANCE: THE MEDIATING ROLE OF BIG DATA ANALYTIC CAPABILITIES AND ORGANISATIONAL AGILITY\",\"authors\":\"MARYAM AL KAMZARI, FARZANA ASAD MIR, ABUBAKR SULIMAN\",\"doi\":\"10.1142/s1363919624500038\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Big data governance, along with big data analytic capabilities (BDACs) and organisational agility, is expected to increase the organisation’s innovation performance. Drawing on the resource-based view, the dynamic capabilities view, and the literature on big data governance and BDACs, this study examines the relationship between big data governance and innovation performance, while focussing on the mediating roles of BDACs and organisational agility. Using a partial least square- structural equation modelling (PLS-SEM) approach, questionnaire responses from 152 enterprises from various industries in the Gulf Cooperation Council (GCC) countries were analysed to test the hypotheses presented in the study’s conceptual framework. The study’s main findings are that BDACs fully mediate the big data governance relationships with innovation performance and organisational agility. The study also found significant serial mediation by BDACs and organisational agility between big data governance and innovation performance. This study highlights that the ability of management to develop and deploy an appropriate combination of essential resources depends on their resources and capabilities (big data governance, BDACs, and organisational agility), leading toward the improvement of firm innovation performance.</p>\",\"PeriodicalId\":47711,\"journal\":{\"name\":\"International Journal of Innovation Management\",\"volume\":\"81 1\",\"pages\":\"\"},\"PeriodicalIF\":1.3000,\"publicationDate\":\"2024-05-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Innovation Management\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1142/s1363919624500038\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"MANAGEMENT\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Innovation Management","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1142/s1363919624500038","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"MANAGEMENT","Score":null,"Total":0}
引用次数: 0

摘要

大数据治理以及大数据分析能力(BDACs)和组织敏捷性有望提高组织的创新绩效。本研究借鉴基于资源的观点、动态能力观点以及有关大数据治理和大数据分析能力的文献,探讨了大数据治理与创新绩效之间的关系,同时关注大数据分析能力和组织敏捷性的中介作用。本研究采用偏最小二乘法-结构方程建模(PLS-SEM)方法,分析了来自海湾合作委员会(GCC)国家不同行业 152 家企业的调查问卷,以检验本研究概念框架中提出的假设。研究的主要发现是,BDAC 对大数据治理与创新绩效和组织敏捷性之间的关系起到了完全中介作用。研究还发现,在大数据治理与创新绩效之间,BDACs 和组织敏捷性具有重要的序列中介作用。本研究强调,管理层开发和部署适当的基本资源组合的能力取决于其资源和能力(大数据治理、BDACs 和组织敏捷性),从而导致企业创新绩效的提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
BIG DATA GOVERNANCE AND INNOVATION PERFORMANCE: THE MEDIATING ROLE OF BIG DATA ANALYTIC CAPABILITIES AND ORGANISATIONAL AGILITY

Big data governance, along with big data analytic capabilities (BDACs) and organisational agility, is expected to increase the organisation’s innovation performance. Drawing on the resource-based view, the dynamic capabilities view, and the literature on big data governance and BDACs, this study examines the relationship between big data governance and innovation performance, while focussing on the mediating roles of BDACs and organisational agility. Using a partial least square- structural equation modelling (PLS-SEM) approach, questionnaire responses from 152 enterprises from various industries in the Gulf Cooperation Council (GCC) countries were analysed to test the hypotheses presented in the study’s conceptual framework. The study’s main findings are that BDACs fully mediate the big data governance relationships with innovation performance and organisational agility. The study also found significant serial mediation by BDACs and organisational agility between big data governance and innovation performance. This study highlights that the ability of management to develop and deploy an appropriate combination of essential resources depends on their resources and capabilities (big data governance, BDACs, and organisational agility), leading toward the improvement of firm innovation performance.

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
CiteScore
3.70
自引率
14.30%
发文量
84
期刊介绍: The International Journal of Innovation (IJIM) is the official journal of the International Society of Professional Innovation Management (ISPIM). Both the IJIM and ISPIM adopt a multi-disciplinary approach to addressing the many challenges of managing innovation, rather than a narrow focus on a single aspect such as technology, R&D or new product development. Both are also international, inclusive & practical, and encourage active interaction between academics, managers and consultants.
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信