Yes, nipple confusion can potentially affect milk supply. If a baby is not breastfeeding effectively due to nipple confusion, the mother's milk supply may decrease because milk production operates on a supply and demand basis. Ensuring frequent and effective breastfeeding sessions is crucial to maintaining adequate milk supply.