结构方程建模
分析
知识管理
概念模型
范围(计算机科学)
偏最小二乘回归
数据分析
信息共享
知识共享
业务
计算机科学
数据科学
数据挖掘
数据库
万维网
机器学习
程序设计语言
作者
Ismael Barros‐Contreras,Manuel Morales-Serazzi,Ángel Torres-Toukoumidis,Jesús Manuel Palma-Ruiz
标识
DOI:10.3390/joitmc8030135
摘要
This study addressed the connection between the organisational performance of data analytics and the elements that contribute to knowledge integration (KI) in family businesses under the scope of the knowledge-based view theory. The conceptual model was validated based on the responses of 135 directors of Chilean family firms by using a partial least squares–structural equation modeling (PLS-SEM) methodology. The results show a relationship between the three components of KI and their impact on the organisational performance of data analytics, in addition to the moderating effects of both the quality of information and the information alignment within the proposed model. Our findings contribute data analytics to the family business literature and support organisational management by encouraging cooperation and the sharing of information and expertise among family members.
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