Development and Validation of HealthImpact: An Incident Diabetes Prediction Model Based on Administrative Data

Objective To develop and validate a model of incident type 2 diabetes based solely on administrative data. Data Sources/Study Setting Optum Labs Data Warehouse (OLDW), a national commercial administrative dataset. Study Design HealthImpact model was developed and internally validated using nested ca...

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Veröffentlicht in:	Health services research 2016-10, Vol.51 (5), p.1896-1918
Hauptverfasser:	McCoy, Rozalina G., Nori, Vijay S., Smith, Steven A., Hane, Christopher A.
Format:	Artikel
Sprache:	eng
Schlagworte:	Administrative Claims, Healthcare - statistics & numerical data Adolescent Adult Adults Aged Aged, 80 and over Analysis Data acquisition Data collection Data warehouses Databases, Factual - statistics & numerical data Decision Support Techniques Diabetes Diabetes mellitus Diabetes mellitus (non-insulin dependent) Diabetes mellitus type 2 Diabetes Mellitus, Type 2 - diagnosis Diabetes Mellitus, Type 2 - epidemiology Diabetes therapy Discrimination Extraction Female Health risks High risk Humans Identification methods Laboratory tests Male Mathematical models Medical diagnosis Middle Aged Models, Theoretical Patients Pharmacy Prediction and Prevention Predictions Reproducibility of Results Risk Assessment risk assessment/methods Stratification Studies theoretical models Type 2 diabetes Type 2 diabetes mellitus Validity Warehouse stores Warehouses
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