吸收能力:面向个人或组织主题

Alessandra Yula Tutida, C. Rossetto, R. C. D. Santos
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摘要

目的:本研究评估了个人吸收能力、社会整合机制和组织吸收能力之间的关系。本研究采用综合认知学习的视角,通过对整个过程进行系统研究,为概念吸收能力(ACAP)模型提供实证证据。研究了两组调节变量,即社会融合和适当性,以考察它们对这一过程的影响。设计/方法/途径:本研究通过 427 份调查问卷和结构方程模型(SEM)对巴西的金属技工企业进行了纵向研究。进行数据分析时考虑了以下因素:i) 克朗巴赫α;ii) 综合信度;iii) 平均方差提取(AVE);iv) Fornell 和 Larcker 标准;v) 皮尔逊决定系数(R2)评估;vi) 效应大小(f2)或科恩指标;vii) 预测有效性(Q2);viii) 数据分析(SEM)。预测有效性(Q2);以及 viii) 学生 t 检验。通过 SmartPLS 软件 3.2.8 版,使用偏最小二乘法估计结构模型(路径系数)。通过六个连续模型对吸收能力过程进行了研究,并使用层次线性建模法进行了分析。研究结果研究证实,在组织和个人吸收能力层面,组织需要建立社会融合机制,为个人发展知识创造积极的环境。社会融合机制可以对 ACAP 的各个维度产生直接或调节作用。吸收能力的完整循环是自力更生、动态和复杂的;它涉及从个人到团队层面的变量获取、吸收、转化和利用,反之亦然。研究结果与微观基础观点一致,因为微观基础观点假定吸收能力与个人的知识和认知有关。原创性/价值:本研究为学习理论和组织学习概念提供了重要支持。本研究还揭示了社会整合机制在促进个人和组织知识转移过程中发挥关键作用的经验证据。本研究的结果为今后的研究提供了功能性建议,并突出了研究领域。
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Absorptive capacity: towards individual or organizational themes
Purpose: This study evaluates the relationship between Individual Absorptive Capacity, Social Integration Mechanisms and Organizational Absorptive Capacity. Using an integrated cognitive learning perspective, this study provides empirical evidence about the conceptual absorptive capacity (ACAP) model through examining the full process systematically. Two groups of moderating variables were studied—namely, social integration and appropriability—to examine their impact on the process. Design/methodology/approach: This study employed a longitudinal study on metal mechanic companies in Brasil by using 427 survey responses and Structural Equation Modeling (SEM). Data analysis was  performed considering: i) Cronbach's alpha; ii) Composite Reliability; iii) Average Variance Extracted (AVE); iv) Fornell and Larcker criteria; v) Evaluation of Pearson Coefficients of Determination (R2); vi) Effect Size (f2) or Indicator of Cohen; vii) Predictive Validity (Q2); and viii) Student's t-test. Following the estimation of the structural model (path coefficients) using the Partial Least Squares method via SmartPLS software version 3.2.8. The absorptive capacity process was examined through six consecutive models and analyzed using hierarchical linear modelling. Findings: The study confirms that social integration mechanisms are required from organizations to create a positive environment for individuals to develop knowledge in the organizational and individual absorptive capacity levels. Social integration mechanisms can have a direct or moderator effect on the dimensions of the ACAP. The complete cycle of absorptive capacity is self-reliant, dynamic, and complex; it involves acquiring, assimilating, transforming, and exploiting variables from the individual to the team level and vice versa. The results align with the micro-foundations perspective because it assumes that absorptive capacity is associated with the knowledge and cognitions of individuals. Originality/value: This study provides vital support to the learning theory as well as to the organization-learning concept. This study also reveals empirical evidence that the social integration mechanisms play a key role in facilitating both individual and organizational knowledge transfer process. The findings of this study provide functional suggestions and highlight areas for future research.
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