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人工智能、就业结构"两极化"和灵活就业

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人工智能的发展对中国劳动力就业市场产生极大的冲击.基于中国2009-2019年30个省份的面板数据,构建人工智能水平指数,通过建立固定效应模型及中介、调节效应模型,实证检验人工智能对灵活就业的作用及影响机制.研究结果显示,人工智能的应用显著扩大灵活就业规模,且这一作用受到政府干预的调节;人工智能引起就业结构"两极化"而非"高级化",且就业结构"两极化"在人工智能驱动灵活就业中起中介作用;通过区域异质性研究发现,人工智能对灵活就业的推动作用在我国东、中、西部地区表现显著,但在东北地区表现不明显.因此,为推动灵活就业、保障就业民生,建议平衡人工智能的发展与政府干预的力度,针对各技能劳动力制定不同的培训计划.
Artificial Intelligence,Employment Structure"Polarization"and Flexible Employment
The advancement of artificial intelligence has significantly influenced China's labor market.Utilizing a panel dataset from 30 provinces in China spanning 2009 to 2019,this paper constructs an ar-tificial intelligence level index.By employing fixed-effect models and mediating and moderating effect models,it empirically investigates the impact of artificial intelligence on flexible employment and the un-derlying mechanisms.The findings indicate that the application of artificial intelligence has remarkably increased the scale of flexible employment,with this effect being moderated by government intervention.Artificial intelligence has resulted in the"polarization"rather than"upgrading"of the employment struc-ture,and this"polarization"mediates the effect of artificial intelligence on flexible employment.A study of regional heterogeneity reveals that the influence of artificial intelligence on flexible employment is sig-nificant in the eastern,central,and western regions of China,but less pronounced in the northeastern region.Therefore,it is recommended that the government balance the development of artificial intelli-gence with the level of government intervention and create tailored training programs for laborers with varying skill sets to enhance flexible employment and ensure job security.

artificial intelligenceflexible employmentemployment structure"polarization"mediat-ing effect model

沙玥、许清清、张汉成

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青岛大学 经济学院,山东 青岛 266000

人工智能 灵活就业 就业结构"两极化" 中介效应模型

国家社会科学基金一般项目

19BSH085

2024

兰州财经大学学报
兰州商学院

兰州财经大学学报

CHSSCD
影响因子:0.466
ISSN:1004-5465
年,卷(期):2024.40(4)
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