Big Data and Innovation Performance: The Role of Entrepreneurial Orientation and Dynamic Capabilities in Sport Entrepreneurship

IF 4 3区经济学 Q1 ECONOMICS Journal of the Knowledge Economy Pub Date : 2024-07-09 DOI:10.1007/s13132-024-02206-2

Hui Liu, Yingjie Qu

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Abstract

The subject of big data analytical capabilities in sport-based entrepreneurship remains relatively unexplored. This study investigates how to improve sport entrepreneurs’ innovation performance (IP) through big data analytical capabilities (BDAC). Further, the study also predicts the mediating effect of dynamic capabilities (DC) and the moderating effect of entrepreneurial orientation (EO) between BDAC and IP. In a sample of 312 sport entrepreneurs, we investigated these links using a multivariate analysis technique. Drawing on the resource-based view, we found that BDAC significantly enhance sport entrepreneurs’ IP. Besides, DC significantly mediates the link between BDAC and IP. In addition, we also found the significant effect of EO between BDAC and IP through DC, such that at higher EO levels, the associations are more pronounced than at lower EO levels. Our study is important to both theory and practice. Theoretically, our study advances the implications of BDAC in augmenting sport entrepreneurs’ IP through the mediating effect of DC and the moderating effect of EO. Practically, our study highlights the substantial role of BDAC for sport entrepreneurs to stimulate the transitional shifts these technologies bring into their competitive strategies.

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大数据与创新绩效：体育创业中创业导向和动态能力的作用

体育创业中的大数据分析能力这一课题相对而言仍未得到深入探讨。本研究探讨了如何通过大数据分析能力（BDAC）提高体育创业者的创新绩效（IP）。此外，本研究还预测了动态能力（DC）在 BDAC 与 IP 之间的中介效应以及创业导向（EO）在 BDAC 与 IP 之间的调节效应。在 312 名体育创业者的样本中，我们使用多元分析技术研究了这些联系。根据基于资源的观点，我们发现 BDAC 能显著增强体育企业家的 IP。此外，DC 对 BDAC 和 IP 之间的联系有明显的中介作用。此外，我们还发现 EO 通过 DC 在 BDAC 和 IP 之间产生了明显的影响，即在较高的 EO 水平下，两者之间的关联比在较低的 EO 水平下更为明显。我们的研究对理论和实践都很重要。理论上，我们的研究通过 DC 的中介效应和 EO 的调节效应，推进了 BDAC 在增强体育企业家 IP 方面的意义。在实践中，我们的研究强调了 BDAC 对体育企业家的重要作用，以促进这些技术为其竞争战略带来的过渡性转变。

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来源期刊

Journal of the Knowledge Economy ECONOMICS-

CiteScore

5.90

自引率

27.30%

发文量

228

期刊介绍： In the context of rapid globalization and technological capacity, the world’s economies today are driven increasingly by knowledge—the expertise, skills, experience, education, understanding, awareness, perception, and other qualities required to communicate, interpret, and analyze information. New wealth is created by the application of knowledge to improve productivity—and to create new products, services, systems, and process (i.e., to innovate). The Journal of the Knowledge Economy focuses on the dynamics of the knowledge-based economy, with an emphasis on the role of knowledge creation, diffusion, and application across three economic levels: (1) the systemic ''meta'' or ''macro''-level, (2) the organizational ''meso''-level, and (3) the individual ''micro''-level. The journal incorporates insights from the fields of economics, management, law, sociology, anthropology, psychology, and political science to shed new light on the evolving role of knowledge, with a particular emphasis on how innovation can be leveraged to provide solutions to complex problems and issues, including global crises in environmental sustainability, education, and economic development. Articles emphasize empirical studies, underscoring a comparative approach, and, to a lesser extent, case studies and theoretical articles. The journal balances practice/application and theory/concepts.