通过大数据分析、区块链创新和组织动力学推进企业可持续发展--一种经过交叉验证的预测方法

IF 12.5 1区管理学 Q1 BUSINESS

Business Strategy and The Environment Pub Date : 2024-11-15 DOI:10.1002/bse.4056

Youli Xu, Muddassar Sarfraz, Jianmin Sun, Larisa Ivascu, Ilknur Ozturk

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引用次数: 0

摘要

在当今的商业环境中，企业最关注的是实现先进的企业可持续发展。这一目标促使大数据分析、可靠的大数据和云数据分析能力以及区块链技术在全球范围内得到发展，成为帮助企业提高可持续绩效的有力工具。本研究利用这些技术，对数据驱动的可持续竞争、数据驱动的文化和组织管理信息在引导企业绩效方面的作用提供了新的见解。本研究采用定量研究方法，通过对不同行业的管理人员和 IT 专业人员进行结构化调查来收集数据。使用结构方程模型（SEM）分析了变量之间的关系，证实了所有提出的假设都得到了支持。结果表明，大数据分析能力、可靠的大数据和云数据分析能力以及区块链技术对企业可持续绩效和数据驱动的竞争可持续性具有显著的积极影响。此外，研究还发现，数据驱动的竞争可持续性能够调节 BDA、RBCDA、区块链技术和企业可持续绩效之间的关系。此外，OMIS-fit 和数据驱动文化被认为是关键的调节因素，能增强这些技术能力对竞争可持续性和企业绩效的影响。这些发现为寻求利用先进技术能力实现新兴经济体可持续竞争优势的组织提供了宝贵的见解。

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Advancing corporate sustainability via big data analytics, blockchain innovation, and organizational dynamics—A cross‐validated predictive approach

In today's business landscape, the paramount focus of firms is to achieve advanced corporate sustainability. This objective has led to the development of big data analytics, reliable big and cloud data analytics capabilities, and blockchain technology as powerful tools worldwide that have helped firms increase sustainable performance. Capitalizing on these technologies, this study provides new insight into the role data‐driven competitive sustainability, data‐driven culture, and organizational management information in steering firms' performance. Using a quantitative research approach, data was collected through a structured survey administered to managers and IT professionals across various industries. The relationships between the variables were analyzed using structural equation modeling (SEM), confirming that all proposed hypotheses were supported. The results demonstrate the significant positive impact of big data analytics capabilities, reliable big and cloud data analytics capabilities, and blockchain technology on corporate sustainable performance and data‐driven competitive sustainability. Furthermore, data‐driven competitive sustainability was found to mediate the relationships between BDA, RBCDA, blockchain technology, and corporate sustainable performance. Additionally, OMIS‐fit and data‐driven culture were identified as critical moderators that enhance the effects of these technological capabilities on competitive sustainability and corporate performance. These findings provide valuable insights for organizations seeking to leverage advanced technological capabilities to achieve a sustainable competitive advantage in emerging economies.

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来源期刊

Business Strategy and The Environment Multiple-

CiteScore

22.50

自引率

19.40%

发文量

336

期刊介绍： Business Strategy and the Environment (BSE) is a leading academic journal focused on business strategies for improving the natural environment. It publishes peer-reviewed research on various topics such as systems and standards, environmental performance, disclosure, eco-innovation, corporate environmental management tools, organizations and management, supply chains, circular economy, governance, green finance, industry sectors, and responses to climate change and other contemporary environmental issues. The journal aims to provide original contributions that enhance the understanding of sustainability in business. Its target audience includes academics, practitioners, business managers, and consultants. However, BSE does not accept papers on corporate social responsibility (CSR), as this topic is covered by its sibling journal Corporate Social Responsibility and Environmental Management. The journal is indexed in several databases and collections such as ABI/INFORM Collection, Agricultural & Environmental Science Database, BIOBASE, Emerald Management Reviews, GeoArchive, Environment Index, GEOBASE, INSPEC, Technology Collection, and Web of Science.