Automation and the rise of superstar firms

被引:0
作者
Firooz, Hamid [1 ,2 ]
Liu, Zheng [1 ]
Wang, Yajie [3 ]
机构
[1] Fed Reserve Bank San Francisco, 101 Market St, San Francisco, CA 94595 USA
[2] North Carolina State Univ, Dept Econ, 2801 Founders Dr, Raleigh, NC 27695 USA
[3] Univ Missouri, Dept Econ, 615 Locust St, Columbia, MO 65211 USA
关键词
Automation; Industry concentration; Superstar firms; Markup; Productivity; LABOR SHARE; TECHNOLOGY; INFERENCE; GROWTH; ROBOTS;
D O I
10.1016/j.jmoneco.2025.103733
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
We provide empirical evidence suggesting that the rise of superstar firms is linked to automation. We explain this empirical link in a general equilibrium framework with heterogeneous firms and variable markups. Firms can operate a labor-only technology or, by paying a per-period fixed cost, an automation technology that uses both workers and robots. The fixed costs lead to an economy-of-scale effect of automation, such that larger and more productive firms are more likely to automate. Automation boosts labor productivity, allowing those large firms to expand further, raising industry concentration. Since robots substitute for workers, increased automation raises sales concentration more than employment concentration, consistent with empirical evidence. Under our calibration, a modest robot subsidy mitigates markup distortions and improves welfare by stimulating automation investment, bringing aggregate output closer to the efficient level.
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页数:21
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