You can just hold down the home button to see whats running, then slide it to the side to kill it. I don't know how that is "much harder", NothingIsTrue. On that same screen is the Task Manager, which also lets you kill:
- Active Applications
- Uninstall Downloaded Applications
- Manage RAM (clear memory)
- System Storage (show space available internally and on SD)