The question has become commonplace in published interviews with authors and other bookish people. I think I just read the best answer yet given to that question:
Book that changed your life:
Introduction to Computer Data Processing, Third Edition, 1984. If this textbook had not so clearly described how god-awfully boring a career in information technology was, I may have made some early career decisions that were even worse than the ones I did make.