Shafir and Mullainathan have a book coming out next year, exploring how scarcity - whether of time, money or calories (while dieting) - affects your psychology.
Four studies on 330 people in the Journal of Experimental Psychology: Applied confirm the suspicion that it is much easier to spend money in the form of a credit card.