2023
Exploring unique device identifier implementation and use for real-world evidence: a mixed-methods study with NESTcc health system network collaborators
Dhruva S, Ridgeway J, Ross J, Drozda J, Wilson N. Exploring unique device identifier implementation and use for real-world evidence: a mixed-methods study with NESTcc health system network collaborators. BMJ Surgery Interventions & Health Technologies 2023, 5: e000167. PMID: 36704544, PMCID: PMC9872505, DOI: 10.1136/bmjsit-2022-000167.Peer-Reviewed Original ResearchHealth systemReal-world evidence generationDevice identificationPrior conceptual modelInformation technologyHealth system characteristicsWorkflow changesNetworkReal-world evidenceImplementationResearch NetworkClinical benefitSupply chainMedical devicesSystem characteristicsTechnologyRWE studiesEffectiveness studiesCurrent stateConceptual modelBrief surveyMixed-method studySustainment (EPIS) frameworkInterview topicsMedical device safety
2020
The Promise of Big Data and Digital Solutions in Building a Cardiovascular Learning System: Opportunities and Barriers.
Mori M, Khera R, Lin Z, Ross JS, Schulz W, Krumholz HM. The Promise of Big Data and Digital Solutions in Building a Cardiovascular Learning System: Opportunities and Barriers. Methodist DeBakey Cardiovascular Journal 2020, 16: 212-219. PMID: 33133357, PMCID: PMC7587314, DOI: 10.14797/mdcj-16-3-212.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus StatementsConceptsLearning health systemLearning systemCommon data modelDynamic learning systemAdvanced analyticsBig dataData assetsData modelDigital solutionsCustomer interactionContinuous learningKnowledge generationEffective useConceptual modelAnalyticsSystemGoogleHealth systemLearningComparable scaleModelDataCompanies