공급사슬 혁신지향과 기업성과의 관계 : 분류나무 분석

Innovation Orientation in Supply Chain and Its Relations to Business Performances : Analysis by Classification Tree

초록

Purpose This study empirically analyzes the impact of innovation orientation on business performances in supply chain Methods Diverse supply chain workers answered the survey using a Likert scale measure. The innovation orientation of supply chain is classified into the dimensions of organization, exploration, and exploitation, whereas business performances are measured by logistics efficiency and financial performance. By applying classification tree technique, several interactive effects of innovation orientation are identified Results The analysis results indicate that many variables of innovation orientation are crucial for improving logistics efficiency as well as financial success for corporations of supply chain. By pairing variables selected for the first split of the trees and the ones for the second split, we attempt to suggest how organizational, explorative, and exploitative innovation can contribute to overall performance of supply chain Conclusion The findings of this study provide valuable empirical lessons about the importance of innovation to all participants of supply chain together with supportive academic literature

키워드

Supply chainInnovation orientationExplorative innovationExploitative innovation Classification tree
제목
공급사슬 혁신지향과 기업성과의 관계 : 분류나무 분석
제목 (타언어)
Innovation Orientation in Supply Chain and Its Relations to Business Performances : Analysis by Classification Tree
저자
조성빈하병천김진한
DOI
10.35373/KMES.27.4.10
발행일
2022-12
저널명
한국경영공학회지
27
4
페이지
151 ~ 172