Based on the quantum theory, we first discuss some research of parapsychology, whose experiments indicate possible existence of new other worlds. Panpsychism shows also the existence of mind, psi, etc., except general matter-energy-information. Second, we propose the nonlinear whole parapsychology and its three basic rules. Third, we study some mathematical and physical methods, which include the thought field, quantum parapsychology, etc. Fourth, new spaces of parapsychology and the network model are researched. Fifth, we search a mathematical space with complex manifold—Kahler geometry, which may provide wide perspectives to lucubrate new worlds in parapsychology. Chinese parapsychology can combine rich traditional Chinese culture to display various unique phenomena, but parapsychology must be universal for the world.