Health Information Governance and Regulatory Compliance: Comparative Frameworks for Data Verification, Risk Screening, and Confidentiality in Health and Financial Systems

Abstract

This review examines the governance and regulatory mechanisms that shape the collection, verification, use, protection, and exchange of sensitive information across health and financial systems. Its purpose is to clarify shared compliance principles, identify sector-specific risks, and evaluate how verification, screening, confidentiality, and accountability can be strengthened within increasingly digital environments. The study adopts a structured comparative review approach, synthesizing multidisciplinary literature on health information governance, financial compliance, privacy regulation, identity management, data quality, risk monitoring, breach response, and regulatory harmonization. The findings show that both sectors depend on reliable data quality, traceable records, validated identities, proportionate risk screening, controlled access, and auditable decision processes. However, differences in legal mandates, operational priorities, and information flows create distinct compliance challenges, particularly in relation to secondary data use, customer due diligence, public-health surveillance, cross-border transfers, and third-party processing. The review further demonstrates that digital transformation expands the compliance perimeter through cloud services, artificial intelligence, mobile platforms, distributed architectures, and automated decision systems, thereby increasing demands for privacy-by-design, continuous monitoring, model validation, and incident readiness. It concludes that effective governance requires the coordinated integration of law, technology, institutional capability, professional competence, and continuous oversight rather than isolated technical or legal controls. The study recommends interoperable regulatory standards, stronger cross-border cooperation, workforce development, transparent data-sharing rules, tested breach-response mechanisms, periodic validation of automated screening tools, and greater accountability for third-party processors. Future research should prioritize implementation outcomes across jurisdictions, especially in emerging economies, and assess whether harmonized governance frameworks can improve compliance consistency while preserving legitimate access, innovation, operational resilience, and public trust across rapidly evolving interconnected digital ecosystems.