How do I force quit Apps that run in the background?

The old trick of double clicking the home button then holding the app to bring up the minus icon on the app no longer works on the new iOS7 version. Does anyone know how to force quit apps running in the background? I've noticed my battery drain is faster as ten apps are running consistently.