Read tripadvisors reviews from last Spring Break and you'll reconsider. You oldest is still young enough to pull out of school for a long weekend and not impact schooling. We went during Star Wars weekend last May. It was awesome but also tiring (my kids were 4.5 and 6.5 at the time). Rent a stroller for the younger one. We used Kingdom Strollers. They were great. Also to stay on Disney property, be prepared to spend a lot on hotel and only 3 properties are on the monorail. Otherwise you'll be busing it to the parks. You get used to it but it does add to time waiting, etc.
Do your research beforehand too. Most sit down dining is already reserved. Folks reserve 6 mths in advanced.