人工智能对可持续性和经济绩效的作用:来自制药行业的证据

The role of AI for sustainability and economic performance: Evidence from the pharmaceutical industry

TECHNOVATION · 2026
被引 0
人大 AABS 3

中文导读

研究了组织战略和认知准备如何影响AI采纳,进而通过可持续发展目标实现提升经济绩效,基于511名制药行业员工的数据分析。

Abstract

In today's rapidly evolving business landscape, organizations across industries are increasingly seeking to capitalize on the opportunities offered by digital transformation, particularly through Artificial Intelligence (AI). Yet, many organizations struggle to fully harness the potential of these emerging technologies. This study contributes to the ongoing discourse on the organizational factors that drive effective AI adoption, focusing on how organizational readiness influences AI adoption and performance. Specifically, we explore the relationship between Strategic and Cognitive readiness and AI adoption, examining their roles in advancing Sustainability and Economic outcomes. Using data from 511 employees in the pharmaceutical industry and employing Structural Equation Modeling, our analysis reveals that (i) strategic and cognitive readiness positively influence AI adoption; (ii) AI adoption mediates the positive relation between strategic and cognitive readiness and SDG performance; (iii) SDGs attainment mediates the relationship between AI adoption and economic performance; (iv) SDGs performance enhances economic performance; and that (v) this relationship is more pronounced in smaller organizations. Our findings contribute to the ongoing research on the organizational determinants of effective AI adoption and highlight the critical role of this technology in supporting both SDGs achievement and economic viability. • Organizational readiness for digital innovation leads to enhanced AI adoption levels. • AI adoption leads to enhanced Economic Performance, mediated by SDGs attainment. • SDGs attainment leads to enhanced Economic Performance. • Small Organizational Size moderates the effect between SDGs and Economic outcomes.

人工智能可持续发展制药行业组织准备经济绩效