Disability Data Privacy is a scholarly construct that denotes the ethical and methodological framework governing the collection, storage, and dissemination of personally identifiable information within datasets concerning individuals with disabilities, distinguished by its emphasis on safeguarding autonomy, preventing stigmatization, and ensuring compliance with legal and human rights standards specific to disability contexts.