Edieal Pinker
Deputy Dean for Strategy and BearingPoint Professor of Operations ResearchCards
About
Titles
Deputy Dean for Strategy and BearingPoint Professor of Operations Research
Professor, Health Policy & Management
Biography
Professor Pinker’s research in healthcare looks at questions related to patient flow and capacity management within both in-patient and out-patient settings. In the out-patient setting he has studied the division of labor in primary care practices and advanced access appointment scheduling systems. In the in-patient setting he has studied how bed configurations can impact access to care and how congestion in ICUs impacts patient flow. He is currently involved in several projects investigating the use of the Rothman Index as a predictive tool to inform clinical decision making. Outside of healthcare he has done research on service supply chains, the use of flexible workforces, online auctions and responses to terrorist threats among others. He serves on the editorial boards of several leading journals in his field. Pinker has consulted for the United States Postal Service, the financial services industry and the auto industry. His work has been published in leading journals such as Operations Research, Management Science, Manufacturing and Service Operations Management, IIE Transactions, Production and Operations Management, and the Communications of the Association of Computing Machinery.
Appointments
School of Management
ProfessorPrimaryHealth Policy & Management
ProfessorSecondary
Other Departments & Organizations
Research
Publications
2024
409 The Impact of Level Loading in a Large Academic Medical System
Dilip M, Su H, Zhang W, Meng L, Tuffuor K, Pham L, Fogarty R, Venkatesh A, Pinker E, Sangal R. 409 The Impact of Level Loading in a Large Academic Medical System. Annals Of Emergency Medicine 2024, 84: s184-s185. DOI: 10.1016/j.annemergmed.2024.08.408.Peer-Reviewed Original ResearchImpact of Capacity Strain on the Health Status of Patients Discharged From an Intensive Care Unit
Kim S, Pinker E, Rimar J. Impact of Capacity Strain on the Health Status of Patients Discharged From an Intensive Care Unit. Production And Operations Management 2024, 34: 45-59. DOI: 10.1177/10591478241276134.Peer-Reviewed Original ResearchICU capacity strainCapacity strainPatient healthIntensive care unitHealth statusHealth status of patientsQuality of careShorter length of stayLength of stayStatus of patientsPatient dischargeOutcome measuresPatient admissionsTeaching hospitalHealthPatient statusCare unitPost hoc analysisHospitalPost-hocPatientsCareResearch approach
2023
Inequities among patient placement in emergency department hallway treatment spaces
Tuffuor K, Su H, Meng L, Pinker E, Tarabar A, Van Tonder R, Chmura C, Parwani V, Venkatesh A, Sangal R. Inequities among patient placement in emergency department hallway treatment spaces. The American Journal Of Emergency Medicine 2023, 76: 70-74. PMID: 38006634, DOI: 10.1016/j.ajem.2023.11.013.Peer-Reviewed Original ResearchEscalation of careAdjusted odds ratioED revisitsHallway bedsEmergency departmentHigher oddsPatient placementPatient insurance coverageSocial risk factorsPatient social factorsDischarge AMAED visitsSecondary outcomesPatient agePatient demographicsPrimary outcomeMale sexPatient sexTreatment spaceED censusFemale sexRisk factorsOdds ratioED staffingObservational studySociodemographic Disparities in Queue Jumping for Emergency Department Care
Sangal R, Su H, Khidir H, Parwani V, Liebhardt B, Pinker E, Meng L, Venkatesh A, Ulrich A. Sociodemographic Disparities in Queue Jumping for Emergency Department Care. JAMA Network Open 2023, 6: e2326338. PMID: 37505495, PMCID: PMC10383013, DOI: 10.1001/jamanetworkopen.2023.26338.Peer-Reviewed Original ResearchConceptsCross-sectional studyHigh acuityPatient demographicsSame acuityLatino ethnicityNon-Hispanic raceEmergency department careBed placementTime of triageNon-Hispanic blacksNon-Hispanic whitesED visitsPrimary outcomeED arrivalED patientsMedicaid insuranceMean ageTriage acuityStudy visitAcuity patientsSociodemographic disparitiesED outcomesHigher oddsMAIN OUTCOMECare access
2021
Projecting Religious Demographics: The Case of Jews in the United States
Pinker E. Projecting Religious Demographics: The Case of Jews in the United States. Journal For The Scientific Study Of Religion 2021, 60: 229-251. DOI: 10.1111/jssr.12716.Peer-Reviewed Original ResearchCritical Care Nursing: A Key Constraint to COVID-19 Response and Healthcare Now and in the Future.
Kurth A, Pinker E, Martinello RA, Honan L, Choi S, Beckman B. Critical Care Nursing: A Key Constraint to COVID-19 Response and Healthcare Now and in the Future. JONA The Journal Of Nursing Administration 2021, 51: e6-e12. PMID: 33570376, DOI: 10.1097/nna.0000000000000991.Peer-Reviewed Original Research
2019
Using the Shapes of Clinical Data Trajectories to Predict Mortality in ICUs
Ma J, Lee DKK, Perkins ME, Pisani MA, Pinker E. Using the Shapes of Clinical Data Trajectories to Predict Mortality in ICUs. Critical Care Explorations 2019, 1: e0010. PMID: 32166256, PMCID: PMC7063876, DOI: 10.1097/cce.0000000000000010.Peer-Reviewed Original ResearchPrecision-recall curveTrajectory informationData trajectoriesStatistical learning techniquesRandom forest classifierRelevant shape featuresStatistical learning modelsLearning techniquesMachine learningElectronic health recordsTrajectory featuresLearning modelShape featuresForest classifierTime series dataManual extractionHealth recordsPredictive modelingSeries dataPredictive performanceInformationPatients' clinical dataDynamic predictionClassifierTime seriesDynamic Relational Contracts for Quality Enforcement in Supply Chains
Bondareva M, Pinker E. Dynamic Relational Contracts for Quality Enforcement in Supply Chains. Management Science 2019, 65: 1305-1321. DOI: 10.1287/mnsc.2017.2990.Peer-Reviewed Original Research
2018
Reporting accuracy of rare event classifiers
Pinker E. Reporting accuracy of rare event classifiers. Npj Digital Medicine 2018, 1: 56. PMID: 31304335, PMCID: PMC6550134, DOI: 10.1038/s41746-018-0062-0.Peer-Reviewed Original ResearchPublic Warnings in Counterterrorism Operations: Managing the “Cry-Wolf” Effect When Facing a Strategic Adversary
Bakshi N, Pinker E. Public Warnings in Counterterrorism Operations: Managing the “Cry-Wolf” Effect When Facing a Strategic Adversary. Operations Research 2018, 66: 977-993. DOI: 10.1287/opre.2018.1721.Peer-Reviewed Original Research