Pennsylvania medical coding expert witnesses analyze clinical documentation and billing data to determine whether coding and reimbursement were accurate. They often are certified coders, HIM directors, compliance officers, or revenue-cycle leaders from major Pennsylvania health systems and academic medical centers in Philadelphia and Pittsburgh. They commonly evaluate ICD-10-CM, CPT, DRG assignment, medical necessity, and payer compliance.