大数据分析、环境过程整合与环境绩效的关系:数字化学习取向与环境战略的调节作用

IF 2.7 Q2 INFORMATION SCIENCE & LIBRARY SCIENCE
Malik Abu Afifa, Nha Minh Nguyen
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引用次数: 1

摘要

本研究旨在研究大数据分析(BDA)对发展中国家越南后covid -19背景下环境绩效(ENP)的影响。其中,本研究将会计报告中的环境过程整合作为中介变量。在此基础上,提出了数字学习取向(DLO)和环境策略(ES)作为模型关系的调节变量。设计/方法/方法采用电子邮件调查的方式收集数据,采用方便的抽样方法。包括调查在内,共有611封电子邮件被发送给了在证券交易所上市的越南制造企业的高管。419个回复的最终样本用于分析。通过偏最小二乘结构方程模型,本研究的结果阐明了BDA对ENP的积极影响。此外,DLO正向调节会计报告中BDA与环境过程整合之间的关系,而ES对环境过程整合与环境绩效之间的关系起正向调节作用。在管理意义方面,本文提到了运用现代技术和环境效益的非常有吸引力的特点。本研究强调了BDA对公司的报告和会计绩效(如环境过程整合和ENP)的关键作用。因此,管理人员应该在必要时检查BDA的实施,以使会计报告更加透明和现代化,从而提高组织的ENP。特别是,管理者应该专注于改善组织的环境效益指标。原创性/价值本研究通过显示BDA和环境过程整合对环境绩效的积极影响来补充环境绩效文献。此外,本研究的结果确定了DLO和ES的功效及其调节作用。最后,本研究旨在补充发展中国家(特别是越南)后covid -19背景下ENP的经验证据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Nexus among big data analytics, environmental process integration and environmental performance: moderating role of digital learning orientation and environmental strategy
Purpose This study aims to examine the influence of big data analytics (BDA) on environmental performance (ENP) in the post-COVID-19 context in Vietnam, as a developing country. In which, this study considers environmental process integration in accounting reports as a mediator variable. Furthermore, digital learning orientation (DLO) and environmental strategy (ES) are proposed as the moderator variables for relationships in the proposed model. Design/methodology/approach Data was collected by survey method via email with convenient sampling method. In total, 611 emails, including the survey, were sent to executive managers of Vietnamese manufacturing companies listed on stock exchanges. The final sample of 419 responses was used for analysis. Findings By using the partial least squares structural equation modeling, this study’s results elucidate that BDA positively affects ENP. Moreover, DLO positively moderates the nexus between BDA and environmental process integration in accounting reports, while ES plays a positive moderating role on the nexus between environmental process integration and ENP. Practical implications In terms of managerial implications, this paper mentions pretty attractive features of using modern technique and ENP. This research emphasizes the key role of the BDA for both reporting and accounting performance (e.g. environmental process integration and ENP) of the company. Thus, managers should examine implementing BDA when necessary to make accounting reports more transparent and modern, thereby enhancing the organization's ENP. Particularly, managers should focus on improving the organization's ENP indicators. Originality/value This study complements the ENP literature by showing a positive effect of BDA and environmental process integration on ENP. Additionally, this study’s results determine the efficacy of DLO and ES as well as their regulatory roles. Finally, this study was conducted to supplement empirical evidence on ENP in the post-COVID-19 context in developing countries, specifically Vietnam.
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来源期刊
VINE Journal of Information and Knowledge Management Systems
VINE Journal of Information and Knowledge Management Systems INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
6.40
自引率
21.40%
发文量
68
期刊介绍: Information not localized
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