Health insurance companies are pivotal in cost control by negotiating rates with healthcare providers and establishing reimbursement models that promote cost-effective care. They often encourage the use of preventive services and generic medications through plan benefits and co-payment structures. Additionally, insurance companies may implement value-based care models that reward providers for achieving specific health outcomes rather than the volume of services provided.