Journal of evaluation in clinical practice
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Unwarranted clinical variation (UCV) is an undesirable aspect of a healthcare system, but analyzing for UCV can be difficult and time-consuming. No analytic feature guidelines currently exist to aid researchers. We performed a systematic review of UCV literature to identify and classify the features researchers have identified as necessary for the analysis of UCV. ⋯ Twenty-eight analytic features have been identified, and a categorisation has been established showing the relationships between features. Identifying and classifying features provides guidelines for known confounders during analysis and reduces the steps required when performing UCV analysis; there is no longer a need for a UCV researcher to engage in time-consuming feature engineering activities.
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Unwarranted clinical variation (UCV) is an undesirable aspect of a healthcare system, but analyzing for UCV can be difficult and time-consuming. No analytic feature guidelines currently exist to aid researchers. We performed a systematic review of UCV literature to identify and classify the features researchers have identified as necessary for the analysis of UCV. ⋯ Twenty-eight analytic features have been identified, and a categorisation has been established showing the relationships between features. Identifying and classifying features provides guidelines for known confounders during analysis and reduces the steps required when performing UCV analysis; there is no longer a need for a UCV researcher to engage in time-consuming feature engineering activities.
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Enhanced Recovery After Surgery (ERAS) is an evidence-based intervention that is well-recognised across multiple surgical specialties as having potential to lead to improved patient and hospital outcomes. Little is known about sustainability of ERAS programmes. ⋯ Improved reporting, particularly of strategies and adaptations to support sustainability is needed. Refinement of ERAS reporting guidelines should be made to facilitate this, and future implementation studies should plan to document and report changes in context and corresponding programme changes to help researchers and clinicians sustain ERAS programmes locally.
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Enhanced Recovery After Surgery (ERAS) is an evidence-based intervention that is well-recognised across multiple surgical specialties as having potential to lead to improved patient and hospital outcomes. Little is known about sustainability of ERAS programmes. ⋯ Improved reporting, particularly of strategies and adaptations to support sustainability is needed. Refinement of ERAS reporting guidelines should be made to facilitate this, and future implementation studies should plan to document and report changes in context and corresponding programme changes to help researchers and clinicians sustain ERAS programmes locally.