Old habits die hard. What is the best approach to creating new behaviors?

Forming new habits and changing patterns are always difficult to achieve. Advice on how to change has spanned from going cold-turkey to replacing bad habits with healthier ones in small daily practices, but is there a better scientific approach to developing new behaviors?