The complexity of the intangible digital economy: an agent-based model

被引:56
|
作者
Bertani, Filippo [1 ]
Ponta, Linda [2 ]
Raberto, Marco [1 ]
Teglio, Andrea [3 ]
Cincotti, Silvano [1 ]
机构
[1] Univ Genoa, DIME DOGE, Via Opera Pia 15, I-16145 Genoa, Italy
[2] LIUC Univ Carlo Cattaneo, Corso G Matteotti 22, I-21053 Castellanza, VA, Italy
[3] Univ Ca Foscari Venezia, Dipartimento Econ, Fondamenta San Giobbe 873, I-30121 Venice, Italy
关键词
Intangible assets; Digital transformation; Technological unemployment; Agent-based economics; INCREASING RETURNS; BUSINESS-CYCLE; POLICY; INNOVATION; NETWORKS; INSIGHTS; FUTURE; GROWTH; SKILLS;
D O I
10.1016/j.jbusres.2020.03.041
中图分类号
F [经济];
学科分类号
02 ;
摘要
During the last decades, we have witnessed a strong development of intangible digital technologies. Software, artificial intelligence and algorithms are increasingly affecting both production systems and our lives; economists have started to figure out the long-run complex economic implications of this new technological wave. In this paper, we address this question through the agent-based modelling approach. In particular, we enrich the macroeconomic model Eurace with the concept of intangible digital technology and investigate its effects both at the micro and macro level. Results show the emergence of the relevant stylized facts observed in the business domain, such as increasing returns, winner-take-most phenomena and market lock-in. At the macro level, our main finding is an increasing unemployment level, since the sizeable decrease of the employment rate in the mass-production system, provided by the higher productivity of digital assets, is usually not counterbalanced by the new jobs created in the digital sector.
引用
收藏
页码:527 / 540
页数:14
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