Personal observation and a a few hundred articles in the nutrition literature, too numerous to post. Refined carbohydrate consumption is directly linked to insulin response and its effect on metabolism is profound.
Several sources do say that keeping blood sugar low by not eating empty carbs will supposedly help keep insulin resistance (also referred to as metabolic syndrome) from developing into diabetes.