<p>It is definitely biased toward schools with the higher percentages of psych majors, but that might be exactly what a student wants, a school with a significant percentage of psych majors, and that may well be the case at some LACs. But, again, I think a student should choose the kind of school first, Big U or LAC, or geographic location, whatever is most important, and then within the resulting group, perhaps such data might be useful. It must indeed be carefully interpreted.</p>
<p>The data was originally meant to show that LACs compete well with the Big Universities overall, and captured all PhD fields, such that it was more of an apples-to-apples comparison. But the individual subjects were captured, and are available.</p>
<p>E.g., here are the data for all fields, no "major" bias:</p>
<p>Percentage of graduates getting a PhD
PhDs and Doctoral Degrees:
ten years (1994 to 2003) from NSF database</p>
<p>Number of Undergraduates:
ten years (1989 to 1998) from IPEDS database</p>
<p>Note: Does not include colleges with less than 1000 graduates over the ten year period. Includes all NSF doctoral degrees inc. PhD, Divinity, etc., but not M.D. or Law. </p>
<p>
1 35.8% California Institute of Technology<br>
2 24.7% Harvey Mudd College
3 21.1% Swarthmore College<br>
4 19.9% Reed College<br>
5 18.3% Massachusetts Institute of Technology<br>
6 16.8% Carleton College<br>
7 15.8% Bryn Mawr College<br>
8 15.7% Oberlin College
9 15.3% University of Chicago<br>
10 14.5% Yale University
11 14.3% Princeton University<br>
12 14.3% Harvard University<br>
13 14.1% Grinnell College<br>
14 13.8% Haverford College<br>
15 13.8% Pomona College<br>
16 13.1% Rice University
17 12.7% Williams College<br>
18 12.4% Amherst College
19 11.4% Stanford University
20 11.3% Kalamazoo College<br>
21 11.0% Wesleyan University
22 10.6% St John's College (both campus)
23 10.6% Brown University<br>
24 10.4% Wellesley College<br>
25 10.0% Earlham College
26 9.6% Beloit College<br>
27 9.5% Lawrence University
28 9.3% Macalester College<br>
29 9.0% Cornell University, All Campuses<br>
30 9.0% Bowdoin College
31 8.9% Mount Holyoke College<br>
32 8.9% Smith College<br>
33 8.8% Vassar College<br>
34 8.7% Case Western Reserve University
35 8.7% Johns Hopkins University<br>
36 8.7% St Olaf College
37 8.7% Hendrix College
38 8.6% Hampshire College<br>
39 8.5% Trinity University<br>
40 8.5% Knox College<br>
41 8.5% Duke University
42 8.4% Occidental College<br>
43 8.3% University of Rochester
44 8.3% College of Wooster<br>
45 8.3% Barnard College
46 8.2% Bennington College<br>
47 8.1% Columbia University in the City of New York
48 8.0% Whitman College
49 7.9% University of California-Berkeley<br>
50 7.9% College of William and Mary
51 7.8% Carnegie Mellon University<br>
52 7.8% New Mexico Institute of Mining and Technology<br>
53 7.7% Brandeis University
54 7.6% Dartmouth College<br>
55 7.5% Wabash College<br>
56 7.5% Bates College<br>
57 7.5% Davidson College<br>
58 7.2% Rensselaer Polytechnic Institute<br>
59 7.2% Franklin and Marshall College<br>
60 7.1% Fisk University
61 7.1% Wheaton College (Wheaton, IL)<br>
62 6.8% University of California-San Francisco<br>
63 6.8% Allegheny College<br>
64 6.6% Furman University<br>
65 6.5% University of Pennsylvania<br>
66 6.5% Washington University<br>
67 6.5% Bard College<br>
68 6.4% Northwestern Univ<br>
69 6.4% Rhodes College<br>
70 6.3% Agnes Scott College
71 6.3% Spelman College
72 6.2% Antioch University, All Campuses<br>
73 6.2% Kenyon College<br>
74 6.2% University of Dallas<br>
75 6.1% Ripon College<br>
76 6.1% Colorado College<br>
77 6.1% Bethel College (North Newton, KS)<br>
78 6.0% Hamilton College<br>
79 6.0% Goshen College<br>
80 6.0% Middlebury College<br>
81 6.0% Erskine College
82 5.9% University of the South
83 5.8% University of Michigan at Ann Arbor
84 5.8% Drew University
85 5.8% Wake Forest University<br>
86 5.8% Tougaloo College<br>
87 5.8% Goucher College
88 5.7% Chatham College
89 5.7% Cooper Union<br>
90 5.7% Alfred University, Main Campus<br>
91 5.7% Tufts University<br>
92 5.6% University of California-Santa Cruz
93 5.6% Colgate University<br>
94 5.5% Colby College<br>
95 5.4% Bucknell University
96 5.4% Rose-Hulman Institute of Technology
97 5.4% Concordia Teachers College<br>
98 5.4% University of Virginia, Main Campus
99 5.3% Sarah Lawrence College<br>
100 5.3% Southwestern University
</p>