American Journal of Medical Quality · 2011 · 33 citations · 69 references
Health ProfessionsHealth AdministrationHealth Care Quality ManagementHealthcare Quality ImprovementHospital AdministrationHealth Care OutcomesHealth Care QualityHealthcare Performance MeasurementMortality MeasurementQuality MeasurementQuality Of CareClinical Quality MetricsHospital Performance MetricsHospital Quality IndicatorsHospital Quality MeasurementHospital Quality Of CareMortality RatesQuality Of Care MetricsRisk Adjustment Methodology
Hospital-wide mortality rates are used as a measure of overall hospital quality. However, their parsimony and apparent simplicity belie significant conceptual and methodological concerns. For many diagnoses included in hospital-wide mortality, the association between short-term mortality and quality of care is not well established. Furthermore, compared with condition-specific or procedure-specific mortality, hospital-wide mortality rates pose greater methodological challenges (ie, eligibility and exclusion criteria, risk adjustment, statistical techniques for aggregating across diagnoses, usability). Many of these result from substantial interprovider heterogeneity in diagnosis frequency, sample sizes, and patient severity. Hospital-wide mortality is problematic as a quality metric for public reporting, although hospitals may elect to use such measures for other purposes. Potential alternative approaches include multidimensional composite metrics or mortality measurement limited to selected conditions and procedures for which the link between hospital mortality and quality is clear, legitimate exclusions are uncommon, and sample sizes, end points, and risk adjustment are adequate.
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Causality: Models, Reasoning and Inference
Christopher Hitchcock, Judea Pearl · The Philosophical Review · 2001 · 4.8K citations
Causality: Models, Reasoning, and Inference
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