What is Italy’s 'tourist tax' and where do you need to pay it?

Whether you're staying in a big city, a seaside holiday spot or an Alpine resort, when visiting Italy there’s a good chance you’ll have to pay a 'tourist tax' on top of your accommodation bill. But what exactly is this charge and does it apply everywhere?