・Japan is expanding doctoral financial aid amid declining Ph.D. enrollment.
・Models Ph.D. enrollment decisions with heterogeneous “academic taste.”
・Heterogeneity in “academic taste” drives Ph.D. enrollment decisions.
・Ignoring this heterogeneity overestimates the effects of financial aid.
・At equal cost, financial aid raises enrollment more; income insurance raises welfare more.