Age and gender significantly influence dietary needs due to differences in metabolism, body composition, and hormonal levels. For instance, older adults may require fewer calories but more nutrients for bone health, while younger individuals may need more for growth and activity. Women may have different nutrient needs, particularly related to iron and calcium, compared to men.