title: Implementing system-wide risk stratification approaches: A review of critical success and failure factors.
abstract: Risk stratification has become a widely used tool for linking people identified at risk of health deterioration to the most appropriate evidence-based care. This article systematically reviews recent literature to determine key factors that have been identified as critical enablers and/or barriers to successful implementation of risk stratification tools at a system level. A systematic search found 23 articles and four promising protocols for inclusion in the review, covering the use to 20 different risk stratification tools. These articles reported on only a small fraction of the risk stratification tools used in health systems; suggesting that while the development and statistical validation of risk stratification algorithms is widely reported, there has been little published evaluation of how they are implemented in real-world settings. Controlled studies provided some evidence that the use of risk stratification tools in combination with a care management plan offer patient benefits and that the use of a risk stratification tool to determine components of a care management plan may contribute to reductions in hospital readmissions, patient satisfaction and improved patient outcomes. Studies with the strongest focus on implementation used qualitative and case study methods. Among these, the literature converged on four key areas of implementation that were found to be critical for overcoming barriers to success: the engagement of clinicians and safeguarding equity, both of which address barriers of acceptance; the health system context to address administrative, political and system design barriers; and data management and integration to address logistical barriers.
authors.affiliation: University of Sydney Level 6, The Hub Charles Perkins Centre Sydney, New South Wales, Australia.
authors.forename: Carmen
authors.initials: C
authors.lastname: Huckel Schneider
authors.affiliation: University of Sydney Level 6, The Hub Charles Perkins Centre Sydney, New South Wales, Australia.
authors.forename: James A
authors.initials: JA
authors.lastname: Gillespie
authors.affiliation: University of Sydney Level 6, The Hub Charles Perkins Centre Sydney, New South Wales, Australia.
authors.forename: Andrew
authors.initials: A
authors.lastname: Wilson
mesh_terms: D019317:Evidence-Based Medicine; D006801:Humans; D044382:Population Groups; D012107:Research Design; D012306:Risk; D018570:Risk Assessment
keywords: health services research; health systems; implementation; risk stratification