In a research project conducted during last year's holiday season and posted on YouTube, Bill Hammack, a professor of chemical and biomolecular engineering at the University of Illinois at Urbana-Champaign, concluded that a single-file line leading to three cashiers is about three times faster than having a separate line for each cashier.
WSJ: Find the Best Checkout Line