评估利益相关者压力与绿色数据分析对企业环境绩效的影响——理解绿色知识管理与绿色技术创新的作用

Assessing the impact of stakeholder pressure and green data analytics on firm's environmental performance – understanding the role of green knowledge management and green technological innovativeness

R and D Management · 2023
被引 26 · 同刊同年前 10%
ABS 3

中文导读

研究基于印度569家制造企业的调查数据,发现利益相关者压力会促使企业发展绿色数据分析、知识管理和技术创新能力,进而间接提升环境绩效。

Abstract

This research investigates the direct and indirect effects of stakeholder pressure, green data analytics, green knowledge management, green technological innovativeness, and the environmental performance of Indian manufacturers. Data were acquired from 569 manufacturers in India using a survey questionnaire. The study's hypotheses were examined through partial least square structural equation modeling (PLS‐SEM). The findings of the investigation substantially support the notion that stakeholder pressure greatly influences a firm to develop organizational capabilities of green data analytics, green knowledge management, and green technological innovativeness. Interestingly, stakeholder pressure was found to have a significant indirect impact on a firm's environmental performance. Furthermore, the findings show that green data analytics is critical to the firm's capacity to manage green knowledge and innovate greenly. The study has important implications for both theory and practice in the area of strategic knowledge management centered on environmental issues.

环境管理知识管理绿色创新利益相关者理论结构方程模型