Dennis Roberts has a webpage with several attitude scales that have been published in the peer-reviewed literature. The fifth one on the list is a Statistics Attitude Scale, first published in 1980. It has questions like “1. Statistics will be useful to me in my profession when I evaluate other people. 2. It takes me a long time to understand a statistical concept.” but Dennis especially highlighted question 18: “The thought of taking another statistics course makes me sick.” Hah!

Roberts D. Measurement Scales. Available in html format

You can find an earlier version of this page on my blog.