Engineering a Policy-Based System for Federated Healthcare Databases
Policy-based management for federated healthcare systems have recently gained increasing attention due to strict privacy and disclosure rules. While the work on privacy languages and enforcement mechanisms, such as Hippocratic databases, has advanced our understanding of designing privacy-preserving policies for healthcare databases, the need to integrate these policies in practical healthcare framework is becoming acute. Additionally, while most work in this area has been organization-oriented, dealing with exchange of information between healthcare organizations (such as referrals), the requirements for the emerging area of personal healthcare information management have so far not been adequately addressed. These shortcomings arise from the lack of a sophisticated policy specification language and enforcement architecture that can capture the requirement for (i) integration of privacy and disclosure policies with well-known healthcare standards used in the industry in order to specify the precise requirements of a practical healthcare system, and (ii) provision of ubiquitous healthcare services to patients using the same infrastructure that enables federated healthcare management for organizations. In this paper, we have designed a policy-based system to mitigate these concerns. One, we have designed our disclosure and privacy policies using a requirements specification based on a set of use cases for the Clinical Document Architecture (CDA) standard proposed by the community. Two, we present a context-aware policy specification language which allows encoding of CDA-based requirements use-cases into privacy and disclosure policy rules. We have shown that our policy specification language is effective in terms of handling a variety of expressive constraints on CDA-encoded document contents. Our language enables specification of privacy-aware access control for federated healthcare information across organizational boundaries, while the use of contextual constraints allows the incorporation of user and environment context in the access control mechanism for personal healthcare information management. Moreover, the declarative syntax of the policy rules makes the policy adaptable to changes in privacy regulations or patient preferences. We also present an enforcement architecture for the federated healthcare framework proposed in this paper.
Federated database security, healthcare engineering, policy based management, role basee access control
Date of this Version
IEEE Transactions on Knowledge and Data Learning, September 2007 (vol. 19 no. 9) , pp. 1288-1304.