Cornell University researchers found no significant difference in the amount of sugary or high sodium foods that were eaten by overweight or normal weight people, according to Health Day. Researchers still warn moderation is needed with what they call junk food, but the real connection between weight and diet appears to be how much food is consumed versus burned through activity and exercise.