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科技公司如何通过人工智能推进可持续发展:开发并评估AI×可持续发展战略框架

How tech companies advance sustainability through artificial intelligence: Developing and evaluating an AI x Sustainability strategy framework

Industrial Marketing Management · 2024
被引 50 · 同刊同年前 3%
ABS 3

中文导读

研究开发了一个AI×可持续发展战略框架,分析六家大型科技公司的244项AI可持续发展举措,并通过192名客户调查评估其战略定位,为科技公司提供理论指导和实践蓝图。

Abstract

Sustainability is at the top of the agenda of most tech companies. Specifically, tech companies increasingly utilize artificial intelligence (AI) to meet their sustainability goals. However, little is known about how tech companies can leverage AI to accelerate sustainability by formulating and implementing appropriate strategies. To better understand the intertwined nature of AI and sustainability from a strategy perspective, this research conceptually develops a novel AI x Sustainability framework by drawing from the nested sustainability model and integrating insights from different literature streams. It then applies this framework to six leading Big Tech companies (i.e., Amazon, Google, IBM, Meta, Microsoft, and SAP) by conducting a comprehensive document analysis of 69 documents describing 244 individual AI x Sustainability initiatives to reveal whether and how these companies appear to follow specific AI x Sustainability strategies. Lastly, an exploratory survey with potential tech companies' clients (N = 192) sheds light on how clients perceive tech companies' communicated strategic positioning based on the framework. The research provides new theoretical insights, serves as a blueprint for other tech companies, including implications for their AI x Sustainability positioning, and offers a variety of future research directions.

可持续发展人工智能科技公司战略企业社会责任