"wants to make changes" dialogue

Suppose I want to run an application I have downloaded and I am prompted with the following dialogue.

If I enter my username and password, being user that has administrator privileges, and press ok, does this mean the process can do absolutely anything (e.g. change my password or install a keylogger)?

This Q&A is the closest thing I could find on this site, but I wanted a more conclusive answer.