2015
Creating a Common Data Model for Comparative Effectiveness with the Observational Medical Outcomes Partnership
FitzHenry F, Resnic F, Robbins S, Denton J, Nookala L, Meeker D, Ohno-Machado L, Matheny M. Creating a Common Data Model for Comparative Effectiveness with the Observational Medical Outcomes Partnership. Applied Clinical Informatics 2015, 06: 536-547. PMID: 26448797, PMCID: PMC4586341, DOI: 10.4338/aci-2014-12-cr-0121.Peer-Reviewed Original ResearchConceptsOMOP Common Data ModelPerson monthsHealth systemCount of medicationsMore outpatient visitsHealth system databaseMedication administration recordsComparative effectiveness analysisObservational Medical Outcomes Partnership (OMOP) CDMPharmacy fillsEligible cohortOutpatient visitsHigh prevalenceMedicationsComparative effectivenessAdministration recordsCommon data modelCohortMini-SentinelObservational Medical Outcomes PartnershipMonths
2013
Identifying Appropriate Reference Data Models for Comparative Effectiveness Research (CER) Studies Based on Data from Clinical Information Systems
Ogunyemi O, Meeker D, Kim H, Ashish N, Farzaneh S, Boxwala A. Identifying Appropriate Reference Data Models for Comparative Effectiveness Research (CER) Studies Based on Data from Clinical Information Systems. Medical Care 2013, 51: s45-s52. PMID: 23774519, DOI: 10.1097/mlr.0b013e31829b1e0b.Peer-Reviewed Original ResearchConceptsObservational Medical Outcomes PartnershipData modelInformation lossData elementsStandard data modelReference data modelCommon data modelClinical Data Interchange Standards ConsortiumDomain groupsClinical information systemsMinimal information lossInstitution-specific informationSemantic interoperabilityData warehouseData dictionaryData retrievalInformation systemsAnalysis data modelQualitative metricsReuse opportunitiesCommon formatResearch communityStandardized vocabularyStandards ConsortiumElectronic exchange