The faculty responses were collected from a survey that was mailed
to 35,184 faculty members in September 2009. The names and addresses
of these faculty were purchased from a commercial service’s list of 661,000
faculty in 34 higher education disciplines. Certain fields were oversampled
to ensure adequate responses for analysis, with an every nth randomization
mechanism to select the target number of faculty members in each field.