We extend the AKM model to allow wage growth to differ across workers and firms, and develop a two-way clustering algorithm.

The introduction of recall options provides a novel mechanism that reconciles the puzzle of a positive comovement between separation and job finding rate over the life cycle.

China experienced a considerably larger intercohort human capital growth and increase in human capital rental price, but lower life-cycle human capital accumulation, compared to the United States.