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人工智能会加剧学历工资差距吗

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人工智能技术引领的新一轮科技革命,在促进经济增长的同时重塑着我国收入分配格局.将国际机器人联合会(IFR)工业机器人安装数据引入明瑟工资方程,利用中国劳动力动态调查数据(CLDS),从技能偏向性、知识密集型和资本—劳动"二元"属性三个维度,分析人工智能对学历工资差距的理论机制,并进行实证检验.研究发现:第一,人工智能发展有利于提高劳动力整体工资水平,但会进一步扩大学历工资差距,经过多种稳健性检验后该结论仍然成立.第二,人工智能对高学历劳动力具有更为显著的就业创造效应,从而导致高低学历劳动力间的收入份额占比失衡,加剧学历工资差距.此外,高收入群体中的高学历劳动力更有可能从人工智能的就业创造效应中获益.第三,人工智能对学历工资差距的发散效应存在异质性,在中西部地区、女性以及老年劳动力群体中发散效应更加明显.本研究为解决人工智能冲击下的收入分配结构失衡问题提供了有益启示.
Will Artificial Intelligence Intensify the Wage Gap Based on Education Levels
The new round of technological revolution led by artificial intelligence(AI)is reshaping China's income distribution pat-tern while promoting economic growth.By putting data on industrial robot installations from the International Federation of Robotics(IFR)into the Mincer Wage Equation,the study utilizes the China Labor Dynamics Survey(CLDS)to analyze the theoretical mecha-nism of the impact of AI on the wage gap based on educational levels from three dimensions:skill bias,knowledge intensity,and the capital-labor binary attribute.Empirical tests are conducted further to examine the findings.The research reveals that,firstly,the de-velopment of AI is beneficial for overall wage increases but would further exacerbate the disparity among different educational back-grounds.This conclusion still rings true after conducting various robustness tests.Secondly,AI has a more significant employment creation effect on highly educated labor,leading to imbalanced income shares between high and low-educated labor and exacerbat-ing the wage gap based on education levels.Additionally,highly educated labor within the high-income group is more likely to bene-fit from the employment creation effect of AI.Thirdly,the divergence effect of AI on the wage gap based on different education levels,exhibiting heterogeneity,is more pronounced in the central and western regions,among women and elderly labor force groups.This study provides valuable insights for addressing the imbalanced income distribution structure under the impact of AI.

Artificial IntelligenceWage Gap Based on Education LevelsMincer Wage EquationIncome Distribution

姜琪、李吉志、倪硕

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山东财经大学公共管理学院

山东财经大学经济学院

人工智能 学历工资差距 明瑟工资方程 收入分配

国家社科基金一般项目

21BJY156

2024

财经科学
西南财经大学

财经科学

CSTPCDCSSCICHSSCD北大核心
影响因子:1.607
ISSN:1000-8306
年,卷(期):2024.(6)
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