数字技术、组织学习能力与创新:来自联合数据集的全欧盟经验证据

IF 2.8 4区 管理学 Q2 BUSINESS Industrial and Corporate Change Pub Date : 2023-11-17 DOI:10.1093/icc/dtad064
Nathalie Greenan, Silvia Napolitano
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引用次数: 2

摘要

本文研究了2010年至2016年间欧洲数字化和组织实践对创新的影响。我们分析了企业投资和采用和使用新技术的能力的跨国和行业差异及其对创新产出的影响。与传统的创新驱动因素(如研发支出)一起,构建了两个复合指标。一种方法包括企业采用和使用一组数字技术的直接度量。另一个衡量组织的学习能力,它捕获了与个人和组织学习的改进有关的管理工具和组织实践的使用。产品、流程、组织和营销创新以及它们在公司内部的组合被识别。经验证据是由一个独特的数据集提供的,该数据集基于欧盟(EU)范围内的雇主和雇员调查的国家层面上的部门整合:社区创新调查(CIS),社区信息和通信技术(ICT)使用和企业电子商务调查(Eurostat)和欧洲工作条件调查(Eurofound)。描述性证据表明,数字技术的采用和使用在整个欧洲迅速增长,而组织的学习能力仍然停滞不前。相比之下,我们的计量分析结果表明,这些投资有利于所有形式的创新,而且,它们可能表现出一定的互补性。总体而言,产品/过程创新和组织/营销创新的组合取决于在研发、数字技术的采用和使用以及组织的学习能力方面的联合投资。
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Digital technologies, learning capacity of the organization and innovation: EU-wide empirical evidence from a combined dataset
This paper investigates the effects of digitalization and organizational practices on innovation in Europe, between 2010 and 2016. We analyze the cross-country and industry differences in firms’ investments and capabilities to adopt and use new technologies and their effects on innovation outputs. Along with traditional drivers of innovation, such as research and development (R&D) expenditure, two composite indicators are constructed. One encompasses direct measures of the adoption and use in enterprises of a set of digital technologies. The other measures the learning capacity of organizations, which captures the use of management tools and organizational practices concerned with the improvement of individual and organizational learning. Product, process, organizational, and marketing innovations are identified as well as their combinations within companies. Empirical evidence is provided by a unique dataset based on the integration at the sector within the country level of European Union (EU)-wide employers’ and employees’ surveys: the Community Innovation Survey (CIS), the Community Information and Communication Technologies (ICT) usage and e-commerce in enterprises survey (Eurostat), and the European Working Conditions Survey (Eurofound). The descriptive evidence shows that Digital technology adoption and use is rapidly growing across Europe, while the Learning capacity of organizations remains stagnant. By contrast, our results from the econometric analysis show that these investments can favor all forms of innovations and that, further, they may show some complementarity. Overall, a mix of product/process innovations and organizational/marketing innovations rests on joint investments in R&D, digital technology adoption and use, and learning capacity of the organization.
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来源期刊
CiteScore
5.10
自引率
4.00%
发文量
51
期刊介绍: The journal covers the following: the internal structures of firms; the history of technologies; the evolution of industries; the nature of competition; the decision rules and strategies; the relationship between firms" characteristics and the institutional environment; the sociology of management and of the workforce; the performance of industries over time; the labour process and the organization of production; the relationship between, and boundaries of, organizations and markets; the nature of the learning process underlying technological and organizational change.
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