Caregiver expert witnesses evaluate the quality, safety, and consistency of personal care provided in homes, facilities, and community settings. They are often nurses, social workers, home health aides, or long-term care administrators who assess staffing levels, care plans, supervision, training, and adherence to professional standards and organizational policies.