Figure 2From: Integrating historical clinical and financial data for pharmacological research Approaches to data integration. Vocabulary- and metadata-based approaches to data integration with the current inpatient system serving as a hub. Integration and enrichment of financial data relied on initial matching to the inpatient orderable using charge codes. Subsequent enrichment, as well as integration between the systems was performed using various methodsBack to article page