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Related Concept Videos

Methods of Documentation VII: EMR01:30

Methods of Documentation VII: EMR

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Electronic Medical Records (EMRs) primarily center around electronically documenting patients' health information within a single healthcare organization or practice. They contain essential clinical data related to a patient's medical history, diagnoses, medications, treatment plans, lab results, and other pertinent information relevant to the specific encounter or episode of care. EMRs are designed to streamline documentation and workflow processes within individual healthcare...
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A conceptual model for provider scheduling: insights from an EHR implementation.

Jeremy B Hill1, Elmer V Bernstam1,2, Licong Cui3

  • 1Department of Internal Medicine, Division of General Internal Medicine, McGovern Medical School at The University of Texas Health Science Center at Houston, Houston, TX 77030, United States.

Journal of the American Medical Informatics Association : JAMIA
|February 17, 2026
PubMed
Summary
This summary is machine-generated.

Integrating physician schedules into the electronic health record (EHR) improves patient communication. Standardized terminology for inpatient provider scheduling enhances EHR data interoperability.

Keywords:
clinical informaticsconceptual modelhospital communication systemsorganizational modelspersonnel staffing and scheduling

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Area of Science:

  • Health Informatics
  • Clinical Workflow Optimization
  • Electronic Health Records

Background:

  • Integrating primary and consulting physician schedules into inpatient electronic health records (EHRs) is crucial for efficient patient care.
  • Existing systems often lack seamless connectivity, hindering real-time access to provider information.

Purpose of the Study:

  • To develop a conceptual model and standardized definitions for integrating inpatient physician schedules into the EHR.
  • To demonstrate how this integration supports patient-centered communication and improves workflow.

Main Methods:

  • Transitioned to the Epic EHR, implementing modules for schedule integration.
  • Developed a crosswalk tool for data extraction, transformation, and loading from external scheduling systems.
  • Mapped over 2000 shifts to nearly 700 teams across 15 facilities.

Main Results:

  • Achieved high utilization with an average of 6500 daily on-call provider searches post-implementation.
  • Developed a conceptual model defining 11 key terms for inpatient provider scheduling.
  • Successfully integrated real-time scheduling data into the EHR.

Conclusions:

  • The developed definitions and conceptual model effectively represent the inpatient provider scheduling domain.
  • Standardized terminology facilitates the integration of scheduling data into EHRs, promoting interoperability.
  • High utilization and low defect rates validate the successful implementation.