2014
Big Data And New Knowledge In Medicine: The Thinking, Training, And Tools Needed For A Learning Health System
Krumholz HM. Big Data And New Knowledge In Medicine: The Thinking, Training, And Tools Needed For A Learning Health System. Health Affairs 2014, 33: 1163-1170. PMID: 25006142, PMCID: PMC5459394, DOI: 10.1377/hlthaff.2014.0053.Peer-Reviewed Original ResearchConceptsBig dataNext-generation analyticsHealth care dataNew data sourcesAdvanced analyticsData meaningLearning health systemInformation needsUnmet information needsMassive quantitiesData sourcesHealth policy makersComplexity of patientsAnalyticsLearning health care systemComparative effectiveness researchHealth care systemPopulation health researchKnowledge generationCare dataHealth systemPatientsCare systemEffectiveness researchHealth research
2011
Understanding the use and impact of the online community in a national quality improvement campaign
Nembhard IM, Nazem AG, Webster TR, Wang Y, Krumholz HM, Bradley EH. Understanding the use and impact of the online community in a national quality improvement campaign. BMJ Quality & Safety 2011, 20: 68. PMID: 21228078, DOI: 10.1136/bmjqs.2010.040253.Peer-Reviewed Original ResearchConceptsOnline communitiesPerformance measurement issuesSilent usersNational Quality CampaignHeart attack careD2B AllianceMeasurement issuesQuality campaignOrganizationImprovement campaignInformation exchangeExpert guidanceRole changesQuality improvement campaignStaff useImpactHigh-volume usersAllianceCampaignPerformance improvementLack of associationData sourcesHospital SurveyHelpfulnessPerformance