Sex Bias in Graduate Admissions?*

An observational study on sex bias in graduate admissions was done at the University of California, Berkeley. During the study period there were 8,442 men and 4,321 women who applied for admission to graduate school. About 44% of the men and 35% of the women were admitted.

Assuming that the men and women were on the whole equally well qualified (and there is no evidence to the contrary), the difference in admission rates looks like a strong piece of evidence to show that men and women are treated differently in the admissions procedure. The university seemed to prefer men, 44 to 35.

Each major did its own admissions to graduate work. They looked at the data for each major separately to identify the departments that discriminated against women. A puzzle appeared. Major by major there did not seem to be any general bias against women. On the whole, if there was any bias it ran against the men.

Here is the data for the six largest departments. These accounted for over one-third of the total number of applicants. The data was typical of the whole campus -- except that the bias looks worse.

  Men Women
Dept Numb. Applicants Admitted Numb. Applicants Admitted
A 825 62% 108 82%
B 560 63% 25 68%
C 325 37% 593 34%
D 417 33% 375 35%
E 191 28% 393 24%
F 373 6% 341 7%
Total 2,69145% 1,83530%

How would you explain this?

After you have thought about this, see the following for more discussion.


*From Chapter 2 of Statistics, 3rd. ed., by D. Freedman, R. Pisani, & R. Purves, published by W. W. Norton, 1998.

This was based on the article:
B. Bickel, E. Hammel, & J. W. O'Connell, "Is there a sex bias in graduate admissions?", Science, Vol. 187 (1975), pp. 398--404.