Creative destruction, human capital accumulation, and growth in a digital economy

IF 0.7 4区 经济学 Q3 ECONOMICS
Lewei Liao, Xuezheng Qin, Xiaolong Li, Liutang Gong
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引用次数: 0

Abstract

Abstract The rapid development of the digital economy has highlighted the crucial role of data in economic growth. This study investigates the impact of two types of innovation on long-term growth by incorporating data into a model of creative destruction and knowledge accumulation. Unlike traditional factors, data exhibit nonrivalry between the two research and development (R&D) sectors, thereby influencing the growth rate of economic outputs simultaneously without interference. Our findings reveal the existence of a balanced growth path (BGP) in both the decentralized economy and the social planner’s economy. In horizontal innovation, data can be transformed into digital knowledge to promote the economic growth [Cong et al. (2021)]. In addition to horizontal innovation, the utilization of data in vertical innovation also enhances the success rate of innovation, with a gradual decrease in per capita data usage on the BGP. Moreover, as agents accumulate human capital, the economy achieves higher output levels, effectively addressing consumer privacy concerns. However, along the transitional path, insufficient data provision by both R&D sectors leads to lower economic growth rates or more intense economic fluctuations, necessitating policy interventions.
创造性破坏、人力资本积累和数字经济增长
数字经济的快速发展凸显了数据在经济增长中的关键作用。本研究通过将数据纳入创造性破坏和知识积累的模型,考察了两种类型的创新对长期增长的影响。与传统因素不同,数据在两个研究与开发部门之间表现出非竞争性,从而在不受干扰的情况下同时影响经济产出的增长率。我们的研究结果揭示了在分散经济和社会计划经济中都存在平衡增长路径(BGP)。在横向创新中,数据可以转化为数字知识,促进经济增长[Cong et al.(2021)]。除了横向创新之外,纵向创新中的数据利用也提高了创新的成功率,BGP的人均数据使用量逐渐下降。此外,随着代理人积累人力资本,经济达到更高的产出水平,有效地解决了消费者隐私问题。然而,在过渡路径上,研发部门提供的数据不足导致经济增长率下降或经济波动加剧,需要进行政策干预。
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来源期刊
CiteScore
2.10
自引率
11.10%
发文量
59
期刊介绍: Macroeconomic Dynamics publishes theoretical, empirical or quantitative research of the highest standard. Papers are welcomed from all areas of macroeconomics and from all parts of the world. Major advances in macroeconomics without immediate policy applications will also be accepted, if they show potential for application in the future. Occasional book reviews, announcements, conference proceedings, special issues, interviews, dialogues, and surveys are also published.
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