The initiative for World Sparrow Day was launched by the Nature Forever Society of India, led by conservationist Mohammed Dilawar, in collaboration with international organizations. The goal is to encourage individuals, communities, and governments to take steps to safeguard sparrows by creating bird-friendly environments.