Nurses can promote healthy caloric intake by educating patients on balanced diets, emphasizing the importance of consuming fruits, vegetables, whole grains, and lean proteins. Encouraging regular physical activity and reducing the intake of high-calorie, low-nutrient foods like sugary snacks and beverages is also essential.