Productivity, efficiency, and overall performance comparisons between attendings working solo versus attendings working with residents staffing models in an emergency department: A Large-Scale Retrospective Observational Study

• Richard D. Robinson,

  Roles Investigation, Methodology, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliations Department of Emergency Medicine, Integrative Emergency Services, John Peter Smith Health Network, Fort Worth, TX, United States of America, University of North Texas Health Science Center, Fort Worth, TX, United States of America

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• Sasha Dib,

  Roles Data curation, Investigation, Validation, Writing – review & editing

  Affiliation Department of Emergency Medicine, Integrative Emergency Services, John Peter Smith Health Network, Fort Worth, TX, United States of America

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• Daisha Mclarty,

  Roles Data curation, Investigation, Validation, Writing – review & editing

  Affiliation Department of Emergency Medicine, Integrative Emergency Services, John Peter Smith Health Network, Fort Worth, TX, United States of America

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• Sajid Shaikh,

  Roles Data curation, Investigation, Validation, Writing – review & editing

  Affiliation Department of Information Technology, John Peter Smith Health Network, Fort Worth, TX, United States of America

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• Radhika Cheeti,

  Roles Data curation, Investigation, Validation, Writing – review & editing

  Affiliation Department of Information Technology, John Peter Smith Health Network, Fort Worth, TX, United States of America

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• Yuan Zhou,

  Roles Formal analysis, Writing – review & editing

  Affiliation Department of Industrial, Manufacturing, & Systems Engineering, The University of Texas at Arlington, Arlington, TX, United States of America

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• Yasaman Ghasemi,

  Roles Formal analysis, Writing – review & editing

  Affiliation Department of Industrial, Manufacturing, & Systems Engineering, The University of Texas at Arlington, Arlington, TX, United States of America

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• Mdmamunur Rahman,

  Roles Formal analysis, Writing – review & editing

  Affiliation Department of Industrial, Manufacturing, & Systems Engineering, The University of Texas at Arlington, Arlington, TX, United States of America

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• Chet D. Schrader,

  Roles Supervision, Writing – review & editing

  Affiliation Department of Emergency Medicine, Integrative Emergency Services, John Peter Smith Health Network, Fort Worth, TX, United States of America

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• Hao Wang

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing

  * E-mail: hwang@ies.healthcare

  Affiliation Department of Emergency Medicine, Integrative Emergency Services, John Peter Smith Health Network, Fort Worth, TX, United States of America

  http://orcid.org/0000-0002-5105-0951

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