A professor of mine at university taught us the same thing. It's one of the most valuable things I learned and it is uncannily accurate. Even after 30 years in industry I still fall back on this formula with great results.
Sadly, managers want to believe that you put more effort into estimating deadlines so I'll just whip up a gannt chart retroactively based on the 2/20 rule and they're happy.