2021
The protocol of the Application of Economics & Social psychology to improve Opioid Prescribing Safety Trial 1 (AESOPS-1): Electronic health record nudges
Kelley M, Persell S, Linder J, Friedberg M, Meeker D, Fox C, Goldstein N, Knight T, Zein D, Rowe T, Sullivan M, Doctor J. The protocol of the Application of Economics & Social psychology to improve Opioid Prescribing Safety Trial 1 (AESOPS-1): Electronic health record nudges. Contemporary Clinical Trials 2021, 103: 106329. PMID: 33636344, PMCID: PMC8089040, DOI: 10.1016/j.cct.2021.106329.Peer-Reviewed Original ResearchConceptsEHR-based interventionsElectronic health recordsPrimary careLong-term opioid useHigh-risk prescriptionsProportion of patientsPrimary care clinicsTrial 1Mixed-effects regression modelsPersistence of effectsDaily MMEMorphine equivalentsNoncancer painLack of evidenceOpioid prescribingOpioid useSecondary outcomesDaily dosePrimary outcomeCare clinicsIntervention armPrescribing SafetyClinical guidelinesControl armIntervention period
2015
Reverse Engineering Measures of Clinical Care Quality: Sequential Pattern Mining
Chiu H, Meeker D. Reverse Engineering Measures of Clinical Care Quality: Sequential Pattern Mining. Lecture Notes In Computer Science 2015, 9162: 208-222. DOI: 10.1007/978-3-319-21843-4_17.Peer-Reviewed Original ResearchPattern miningTraditional classification algorithmsSequential pattern miningClassification problemClassification algorithmsData-driven measuresFacilitate discoveryMiningClinical dataTraining signalsCritical patternsFrameworkPatterns of treatmentClinical care qualityAlgorithmAbstractionClinical guidelinesClinical careBasis of outcomesSurvival analysisCare qualityAccuracyDataOutcomesQuality