Pick-pockets have always been a worry and a concern, but they can thwarted quite easily by using a money belt or pouch.
Far more common than theft though is simply losing a purse or wallet. Particularly so whilst on holiday or travelling because the changes to your clothing and routine often mean you can't stow it away safely in quite the same way as you would normally do...