Ethical considerations in data ownership include ensuring transparency, protecting privacy, and preventing misuse. Researchers and institutions have a responsibility to use data ethically and comply with relevant regulations. Ethical guidelines and oversight bodies play a crucial role in maintaining the integrity of nanotechnology research.