Zhi-Chen Wan

The Substitution Effect of Artificial Intelligence on Middle-Skill Jobs: A Core Source of Labor Market Polarization

The rapid integration of artificial intelligence into workplace settings has intensified concerns about its asymmetric impact on occupational structures. This study investigates how AI adoption systematically displaces workers in middle-skill occupations—those requiring moderate levels of education and routine cognitiv...