・Japan is experiencing a continuous decline in Ph.D. enrollment
・Develops a dynamic heterogeneous-agent model with non-pecuniary preference
・Heterogeneity in “academic taste” drives Ph.D. enrollment decisions
・Ignoring this heterogeneity overestimates the effects of financial aid
・Financial aid has a limited impact on Ph.D. enrollment