城市人工智能暴露与服务业招聘需求的关联性研究
A Study on the Correlation between Urban AI Exposure and Recruitment Demand in the Service Industry
摘要: 人工智能作为划时代的变革性技术,正深刻影响着我国劳动力市场。本文以2016年至2023年我国121个地级市为研究样本,实证检验了城市人工智能暴露与服务业招聘需求之间的关系。研究结果表明,城市人工智能暴露与服务业招聘需求之间存在“正U型”曲线关系。经稳健性检验后,结果仍然稳健。异质性分析发现,城市人工智能暴露与服务业招聘需求的关系在不同区域、城市规模、细分行业和学历上均存在明显的异质性。研究结论以期为实现技术创新与就业稳定的动态平衡提供相关参考。
Abstract: As a transformative technology, AI has been significantly affecting China’s labor market. Using data from 121 prefecture-level cities in China (2016~2023), this study empirically examines the relationship between urban AI exposure and recruitment demand in the service industry. The results show a positive U-shaped relationship, which remains robust after robustness checks. Heterogeneity analysis reveals significant differences across regions, city sizes, sub-sectors, and educational attainment levels. These findings offer policy implications for achieving a dynamic balance between technological innovation and employment stability.
参考文献
|
[1]
|
Keynes, J.M. (2010) Economic Possibilities for Our Grandchildren. In: Keynes, J.M., Ed., Essays in Persuasion, Palgrave Macmillan UK, 321-332. https://doi.org/10.1007/978-1-349-00807-0_25
|
|
[2]
|
Acemoglu, D. and Restrepo, P. (2019) Automation and New Tasks: How Technology Displaces and Reinstates Labor. Journal of Economic Perspectives, 33, 3-30. https://doi.org/10.1257/jep.33.2.3
|
|
[3]
|
Felten, E.W., Raj, M. and Seamans, R. (2018) A Method to Link Advances in Artificial Intelligence to Occupational Abilities. AEA Papers and Proceedings, 108, 54-57. https://doi.org/10.1257/pandp.20181021
|
|
[4]
|
Acemoglu, D., Autor, D., Hazell, J. and Restrepo, P. (2022) Artificial Intelligence and Jobs: Evidence from Online Vacancies. Journal of Labor Economics, 40, S293-S340. https://doi.org/10.1086/718327
|
|
[5]
|
Fang, H., Ge, C., Huang, H. and Li, H. (2020) Pandemics, Global Supply Chains, and Local Labor Demand: Evidence from 100 Million Posted Jobs in China. NBER Working Paper No. 28072.
|
|
[6]
|
赵涛, 张智, 梁上坤. 数字经济、创业活跃度与高质量发展——来自中国城市的经验证据[J]. 管理世界, 2020, 36(10): 65-76.
|
|
[7]
|
陈红霞, 雷佳, 郭文文. 生产性服务业的内部差异及比较优势研究——基于六大类生产性服务业细分行业的投入产出分析[J]. 中国软科学, 2020(S1): 50-57.
|