Yes, the screen makes a HUGE difference if you spend a lot of time reading - it's super crisp compared to the iPad2. Originally I wasn't planning to upgrade, but when I saw the difference in screen, I changed my mind. 80% of the time I spend on my 3gen iPad is spent reading pdfs, so it's been well worth the investment.
Enjoy