Inaccurate patient data refers to any erroneous, incomplete, or misleading information recorded in a patient's medical record. This can include wrong patient identifiers, incorrect medication dosages, or misstated symptoms and diagnoses. Ensuring accurate data is crucial for patient safety and the quality of care.