Impact of artificial intelligence on entrepreneurial activity -empirical evidence from Chinese cities

被引:3
作者
Chen, Kaixuan [1 ]
Zhang, Shushan [1 ]
机构
[1] Northeast Normal Univ, Sch Econ & Management, Changchun, Peoples R China
关键词
M13; L26; R12; Artificial intelligence; entrepreneurial activity; Chinese cities; mechanism testing;
D O I
10.1080/09537325.2023.2268210
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper presents an investigation of the impact of artificial intelligence (AI) on entrepreneurial activity (EA) using panel data from 284 Chinese cities over the period 2010-2019. The study finds that AI has a positive and significant effect on EA, and this result remains robust after conducting a series of tests, including the endogeneity test, the exogenous shock test, and the robustness test. The study also conducts mechanistic and heterogeneity tests, which show that AI promotes technological innovation and drives consumer demand, leading to a positive effect on EA. Moreover, the entrepreneurial effect of AI is more significant in the eastern region, in regions with net population inflows, and in the service sector. These findings provide insights into the entrepreneurial impact of AI, and suggest the need to strengthen the top-level design and application of AI in the entrepreneurial system.
引用
收藏
页码:4701 / 4714
页数:14
相关论文
共 36 条
  • [21] Algorithm appreciation: People prefer algorithmic to human judgment
    Logg, Jennifer M.
    Minson, Julia A.
    Moore, Don A.
    [J]. ORGANIZATIONAL BEHAVIOR AND HUMAN DECISION PROCESSES, 2019, 151 : 90 - 103
  • [22] The impact of artificial intelligence on economic growth and welfare
    Lu, Chia-Hui
    [J]. JOURNAL OF MACROECONOMICS, 2021, 69
  • [23] A Review for Green Energy Machine Learning and AI Services
    Mehta, Yukta
    Xu, Rui
    Lim, Benjamin
    Wu, Jane
    Gao, Jerry
    [J]. ENERGIES, 2023, 16 (15)
  • [24] A time series model of self-employment under uncertainty
    Parker, SC
    [J]. ECONOMICA, 1996, 63 (251) : 459 - 475
  • [25] ARTIFICIAL INTELLIGENCE AND MANAGEMENT: THE AUTOMATION-AUGMENTATION PARADOX
    Raisch, Sebastian
    Krakowski, Sebastian
    [J]. ACADEMY OF MANAGEMENT REVIEW, 2021, 46 (01) : 192 - 210
  • [26] Renko M., 2013, J BUS VENTURING, V28, P544
  • [27] Measuring Sustainable Entrepreneurship and Eco-Innovation: A Methodological Proposal for the Global Entrepreneurship Monitor (GEM)
    Roomi, Muhammad Azam
    Manuel Saiz-Alvarez, Jose
    Coduras, Alicia
    [J]. SUSTAINABILITY, 2021, 13 (07)
  • [28] FEMALE ENTREPRENEURSHIP, AGGLOMERATION, AND A NEW SPATIAL MISMATCH
    Rosenthal, Stuart S.
    Strange, William C.
    [J]. REVIEW OF ECONOMICS AND STATISTICS, 2012, 94 (03) : 764 - 788
  • [29] Ruan R. P., 2014, EC RES J, V3, P171
  • [30] THE ANALYSIS OF ECONOMIC CHANGE
    Schumpeter, Joseph A.
    [J]. REVIEW OF ECONOMIC STATISTICS, 1935, 17 (04): : 2 - 10