人工智能采纳对服务组织质量管理的影响:一项多案例研究

Impact of artificial intelligence adoption on quality management in service organisations: a multi-case study

Production Planning and Control · 2026
被引 0
ABS 3

中文导读

通过多案例研究,考察了服务组织将人工智能整合到质量管理流程中的实际效果,发现AI有助于组织快速学习并建立新的质量控制方案,从而提升绩效。

Abstract

This study empirically examines the effects of artificial intelligence (AI) integration into quality management (QM) processes of service organisations. A multi-case study in service organisations of different types was conducted. We utilised multiple sources of evidence to analyse and triangulate findings, yielding the development of propositions in light of the Dynamic Capabilities theory. Our findings indicated that AI adoption positively supports QM, especially in terms of the organisation’s ability to quickly learn and create new quality control and assurance solutions/procedures from this learning (sensing), and to integrate them into organisational processes and routines (seising). The identification of the impact of AI adoption on QM helps service organisations anticipate potential issues and address adequate countermeasures to reinforce their QM processes towards superior performance results.

服务质量管理人工智能应用动态能力理论服务组织