创新中小企业中的数字化导向与绩效:探索(曲线)线性效应

Digital orientation and performance in innovative SMEs: exploring the (curvi)linear effects

TECHNOVATION · 2026
被引 3 · 同刊同年前 3%
人大 AABS 3

中文导读

基于250家意大利创新中小企业10年面板数据,研究发现数字化导向与财务绩效呈倒U型关系,但与创新绩效的关系与假设相反,提示企业应优化而非持续增加数字化投资。

Abstract

Digital orientation plays a key role in the competitiveness of firms, enhancing business processes and improving performance. In this paper, we examine how digital orientation affects innovative SMEs in terms of innovation and financial performance. Our analysis is based on an original panel data set of 250 innovative Italian SMEs over a period of 10 years, constructed using novel methods. We applied the Generalised Method of Moments, considering the curvilinear (inverted U-shaped) effect between businesses’ digital orientation and innovation and financial performance. The study finds support for the positive influence of digital orientation on financial performance, confirming the inverted U-shape, while results for innovation are contrary to the hypothesis raised. Our research provides insightful evidence of the complex relationship between digital orientation and different types of performance, contributing to the discussion on the IT paradox and highlighting a key managerial implication whereby innovative SMEs, rather than steadily increasing digital investment, should focus on optimising their digital assets to sustain both innovation and financial performance. • Assesses inverted U-shape relationship between digital orientation, innovation and financial performance in innovative SMEs. • Digital orientation and innovation have a curvilinear relationship. • Results show inverted U-shape between digital orientation and financial performance. • Provides evidence of the complex relationship between digital orientation and different types of performance. • The findings contribute to the digital innovation and SMEs literature contributing to the IT paradox.

中小企业数字化导向创新绩效财务绩效面板数据