Yes, wider tires are safer, especially if wider than the gaps you may fall into, more rideable on less than hard surfaces, more grip, and keep better contact with the ground at speed.
And there is no reason wider tires should be slower at touring speeds. On the contrary. They should be tougher and more puncture resistant than an equivalent narrow tire, so you can use a lighter and faster casing.