From what I've read is they ignore visitors with only one page view and then count the amount of time between a visitor's first page visit and their last.

From Reverting Back to Original "Average Time on Site" Calculation Today, the amount of time spent on a website is calculated from

[...]the total time on site for all visits divided by the total number of visits