Holding the Power Button Down Does Not Turn Off the Computer. The proper way to shut down a computer is by pressing the Windows "Start" button and selecting "Shut Down" from the available options.

You can change what the Power Button does when you press it. Make it Shut down, Hibernate, Sleep or Do Nothing via Control panel.