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通过绿色动态能力促进绿色创新采纳:环境动态性和大数据分析能力的调节作用。

Fostering Green Innovation Adoption through Green Dynamic Capability: The Moderating Role of Environmental Dynamism and Big Data Analytic Capability.

机构信息

School of Business & Economics, University of Putra Malaysia, Serdang 43400, Malaysia.

School of Economics and Management, Shandong Youth University of Political Science, Jinan 250103, China.

出版信息

Int J Environ Res Public Health. 2022 Aug 19;19(16):10336. doi: 10.3390/ijerph191610336.

Abstract

Though the concept of green dynamic capability has been increasingly gaining traction among academics, practitioners, and policymakers, its association with green innovation adoption remains unclear. The present study addresses this gap and aims to provide clarity by distinguishing green innovation adoption in the context of developing countries. Drawing on dynamic capability and stakeholder theory, this research shed light on the significance of green dynamic capability for green innovation adoption. Additionally, this study examines the moderating role of environmental dynamism and big data analytics capability in the link between green dynamic capability and green innovation adoption. Adopting a two-wave research design, the sample for this study contained SMEs from Pakistan and Malaysia. Data was obtained from 220 SMEs (105 from Pakistan, 115 from Malaysia). To test the hypotheses, covariance-based structural equation modelling was performed to analyze causal relationships in the model, by using AMOS 23 software. The results showed that green dynamic capability positively impacts green innovation adoption, but environmental dynamism does not positively moderate between green dynamic capability and green innovation adoption. In addition, big data analytics capability positively moderates between green dynamic capability and green innovation adoption. We believe that this study opens a new avenue in the environmental literature under which green innovation adoption is useful for SMEs.

摘要

尽管绿色动态能力的概念在学术界、从业者和政策制定者中越来越受到关注,但它与绿色创新采用之间的联系尚不清楚。本研究旨在通过区分发展中国家背景下的绿色创新采用来填补这一空白,并提供清晰的认识。本研究以动态能力和利益相关者理论为基础,探讨了绿色动态能力对绿色创新采用的重要性。此外,本研究还考察了环境动态性和大数据分析能力在绿色动态能力与绿色创新采用之间关系中的调节作用。本研究采用了两波研究设计,样本包括来自巴基斯坦和马来西亚的中小企业。研究共收集了 220 家中小企业的数据(105 家来自巴基斯坦,115 家来自马来西亚)。为了检验假设,本研究采用 AMOS23 软件对模型中的因果关系进行协方差结构方程建模分析。结果表明,绿色动态能力对绿色创新采用有正向影响,但环境动态性并没有正向调节绿色动态能力与绿色创新采用之间的关系。此外,大数据分析能力正向调节绿色动态能力与绿色创新采用之间的关系。我们相信,本研究在环境文献中开辟了一个新的途径,即绿色创新采用对中小企业是有用的。

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