Common reasons for dry banana bread are too much flour, overmixing, overbaking, not enough bananas, old or overripe bananas or inaccurate measurements. To prevent dry banana bread, ensure you follow a well-balanced recipe with accurate measurements, avoid overmixing, use the right amount of ripe bananas, and bake until a toothpick inserted in the center comes out with a few moist crumbs.