Blueberry bread may turn out dry due to overmixing, incorrect oven temperatures, too much flour, insufficient liquid, overbaking, or using old ingredients. To avoid dryness, measure ingredients accurately, check for doneness early, and consider adding moisture-rich ingredients like yogurt or sour cream.