产业组织
业务
质量(理念)
议价能力
首都(建筑)
数字化转型
经济
营销
微观经济学
计算机科学
哲学
考古
认识论
万维网
历史
作者
Aizhen Chen,Dongyan Zhao,Chengying He
标识
DOI:10.1016/j.techfore.2023.123182
摘要
Data resources empower traditional inputs and promote capacity utilisation. Previous research has proven the positive role of digitisation on capacity utilisation from the perspectives of information asymmetry and technological innovation, but there is still a lack of theoretical foundation. This study proposes a model of the impact of information and communications technology capital on capacity utilisation. We empirically test the relationship between firms' digital investments and capacity utilisation using the data of Chinese manufacturing-listed companies from 2007 to 2021. First, an inverted U-shaped feature exists between firm digital investments and capacity utilisation, and the main mechanisms are the 'cost effect', 'capital allocation effect' and 'labour input effect'. Second, firms' bargaining power, industrial technology density and regional market development influence capacity utilisation when firms engage in digital investments. Third, narrowing the digital gaps within industries and regions and increasing investments in artificial intelligence, big data and digital technology applications can enhance the non-linear impact of firm digitisation on capacity utilisation. Fourth, digital transformation can resist the negative impact of external shocks on capacity utilisation to some extent. Our research provides theoretical and practical support to facilitate the high-quality development of firms.
科研通智能强力驱动
Strongly Powered by AbleSci AI