New research shows that many Americans are misled by ‘low fat’ food labels thinking it also means the items contain lower levels of sugar. According to researchers in Germany, this mismatch between what consumers believe “low fat” labels signify and what they actually indicate means the labels might be leading consumers astray — and backfiring on manufacturers, since people generally abandon products once they realize the truth.