Which user characteristic may NOT be used to change keyword bids in AdWords

By ·
Which user characteristic may NOT be used to change keyword bids in AdWords?:

time of day
ad preference
location
device

Correct answer is:

ad preference
GA
Gaurav Arora, Digital Media Lead. 10+ years running paid media and tracking for brands in the USA, UK and Canada.