规则网络
知识管理
验证性因素分析
心理学
探索性因素分析
组织学习
结构效度
样品(材料)
背景(考古学)
比例(比率)
构造(python库)
应用心理学
结构方程建模
计算机科学
心理测量学
机器学习
生物
程序设计语言
临床心理学
古生物学
化学
物理
色谱法
量子力学
作者
Wanwen Dai,Jan Ketil Arnulf,Laileng Iao,Meng Liang,Haojin Dai
标识
DOI:10.1108/nbri-04-2020-0015
摘要
Purpose The purpose of this study was to develop a measurement instrument for organizational learning capability (OLC) in a Chinese management context. Previous research has indicated a need for measurement instruments with proven ecological validity in China, because the learning capability of organizations is influenced by the organization’s external environment. Design/methodology/approach The authors followed a consequent inductive procedure from item sampling through exploratory factor analysis (EFA) to confirmatory factor analysis (CFA) and nomological validation. The initial part sampled relevant descriptors from a diverse sample of 159 employees from heterogeneous backgrounds in China. After sorting by an expert panel, EFA of data from a sample of 161 executive students yielded a three-dimensional construct comprising knowledge acquisition, knowledge sharing and knowledge utilization. These three constructs were again tested in CFA using a sample of 357 employees from five companies. Findings The findings across the three samples resulted in a three-dimensional measurement scale that is called as the organizational learning capability questionnaire (OLCQ). The OLCQ displayed high internal consistency, reliability and nomological validity. Research limitations/implications This focus of this study has only been to establish a measurement instrument that allows indigenous research on organizational learning in China. The approach was statistically driven grounded approach, not a theoretical assumption of learning mechanisms special to the Chinese culture. Further research is needed to estimate how this approach yields results that are different from other cultures or the extent to which our findings can be explained by features of the Chinese culture or business environment. Practical implications This study offers a practical measurement instrument to assess practical and scientific problems of organizational learning in China. Social implications The work here emphasizes the necessity of a knowledge sharing community for organizational learning to appear. It addresses a call for more indigenous Chinese management research. Originality/value The authors provide a measurement instrument for OLC with proven ecological validity and with promising consequences for research and practice in China. The instrument is empirically grounded in the practices and behaviors of Chinese managers, avoiding biases that stem from previously identified shortcomings in cross-cultural management research. To the knowledge, it is the first of its kind and a contribution to a call for indigenous management theories with contextual validity.
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