Literature Tracker

Personal research literature database — Jingnan Liu

AI Impact on Jobs, Workers, and Wages
How artificial intelligence reshapes labor demand, employment, wages, and inequality — covering AI exposure measurement, productivity experiments, aggregate labor market effects, task reorganization, and distributional consequences.
Not yet generated
AKM Worker-Firm Fixed Effects
Literature on the AKM two-way fixed effects decomposition of wages using matched employer-employee data.
Updated 2026-06-09
Technology Diffusion Through Worker Mobility
How worker mobility diffuses technology and knowledge across firms, and how labor market frictions affect the rate and direction of knowledge diffusion and innovation.
Updated 2026-06-11
Direction of Innovation & Labor Markets
How education and training costs shape skilled labor supply, and how talent supply lags constrain growth during rapid technological change.
Updated 2026-06-11