关于数字化和环境可持续性实践的贝叶斯见解。实现欧盟的双重转型

IF 12.5 1区管理学 Q1 BUSINESS

Business Strategy and The Environment Pub Date : 2024-10-11 DOI:10.1002/bse.3985

Francesco Aiello, Paolo C. Cozzucoli, Lidia Mannarino, Valeria Pupo

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引用次数: 0

摘要

本文利用贝叶斯网络方法，揭示了数字技术（DTs）与环境可持续性实践（ESs）之间的概率关系，旨在找出对欧洲企业的环境友好战略有显著贡献的特定数字解决方案组合。数据来自 2020 年通过 Flash Eurobarometer 486 调查的 10,583 家欧洲企业样本。结果表明，采用 "一种工具、一个目标 "的方法，高速基础设施是回收和减少废物的最佳选择，而采用 "更多工具、联合范围 "的方法，则表明采用特定组合的 DTs 进行循环经济（CE）实践的可能性最高。重要的是，本文通过比较多种结果（最佳 DTs 和 ES 组合）的条件概率和边际概率来评估 DTs 的影响，从而为研究、管理实践和政策制定提供启示，为阐明当前的孪生过渡表述做出了贡献。

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Bayesian insights on digitalization and environmental sustainability practices. Towards the twin transition in the EU

Utilizing a Bayesian network approach, this paper uncovers the probabilistic relationships between digital technologies (DTs) and environmental sustainability practices (ESs), aiming to identify specific portfolios of digital solutions that significantly contribute to environmentally friendly strategies of European firms. Data are from a sample of 10,583 European firms surveyed in 2020 through Flash Eurobarometer 486. Results reveal that the adoption of a “one instrument, one objective” approach highlights high‐speed infrastructure as optimal for recycling and waste reduction, while an approach involving “more instruments, joint scopes” demonstrates the highest probability of circular economy (CE) practices with specific combinations of DTs. Importantly, the paper contributes to illuminating the current representation of twin transition by assessing the effect of DTs by comparing conditional probabilities with marginal probabilities across a multitude of outcomes (optimal DTs and ES combinations), thereby offering implications for research, managerial practice, and policymaking.

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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.