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These colleges produce the highest percentage of eventual doctorate recipients in the humanities, natural sciences, and social and behavior sciences. Institutions are listed in rank order and based on statistics provided by the National Science Foundation’s Weighted Baccalaureate Origins Study.

Institution
Reed College
Swarthmore College
Carleton College
Pomona College
Haverford College
California Institute of Technology
Grinnell College
Williams College
Amherst College
Oberlin College
Kalamazoo College
Wellesley College
Vassar College
Macalester College
Allegheny College
Bowdoin College
Kenyon College
Wesleyan University
Whitman College
Mounty Holyoke College
Barnard College
Hendrix College
Davidson College
Princeton University
St. Olaf College
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