Abstract:Based on data valuation theory, this study takes Chinese A-share listed manufacturing firms from 2011 to 2021 as samples to examine the impact of data factor on firm innovation in terms of both direct and combined effects. The results show that data factor drives firm innovation. The mechanism analysis shows that data can enter firms as an independent production factor to reduce technological uncertainty and market uncertainty and thus drive firm innovation. The combination of data factor and traditional production factors can reinforce the reduction effect of innovation uncertainty, which in turn drives firms to innovate.
马橙,任曙明,冉晨阳. 数据要素对制造业企业创新的影响研究[J]. 管理学报, 2024, 21(11): 1642-.
MA Cheng,REN Shuming,RAN Chenyang. The Impact of Data Factor on Innovation in Manufacturing Firms. Chinese Journal of Management, 2024, 21(11): 1642-.