Diets for the prevention and treatment of obesity are often informed by theories about food characteristics believed to support spontaneous reductions in ad libitum energy intake without inducing hunger. Here we estimated how energy density, hyper-palatability, protein content and eating rate affected ad libitum energy intake of 2,733 meals from four dietary patterns. Energy density, eating rate and hyper-palatable foods were consistently positively related to meal energy intake across all diets. Protein content was positively related to meal energy intake during ultraprocessed and unprocessed diets but was not significantly related to energy intake of minimally processed low-fat or low-carbohydrate meals.
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