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Flowsheets are valuable tools in nursing documentation. They enable healthcare professionals to efficiently record and monitor various patient assessments and measurements in a consolidated format.
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Surgical Case Sequencing and Patient Flow: A Simulation Study With Downstream Resources.

Maxwell D Sumner1, Eric William Lee2, T Clark Howell2

  • 1Laboratory for Transformative Administration, Duke University, Durham, North Carolina; Department of Internal Medicine, Duke University Medical Center, Durham, North Carolina.

The Journal of Surgical Research
|March 28, 2026
PubMed
Summary
This summary is machine-generated.

Prioritizing outpatient cases first (OPF) significantly reduces operating room and post-anesthesia care unit holds. Even partial adoption by key surgeons can improve patient flow and reduce delays, outperforming other sequencing methods.

Keywords:
Computer simulationEfficiencyOperating rooms/utilizationOrganizationalPatientPatient flowPerioperative careSchedulingSurgical case sequencingWorkflow

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Area of Science:

  • Healthcare Operations Research
  • Health Systems Engineering
  • Surgical Workflow Optimization

Background:

  • Surgical case sequencing significantly impacts hospital patient flow and operational efficiency.
  • Common heuristics like shortest case first (SCF) and longest case first (LCF) have been studied.
  • The outpatient cases first (OPF) heuristic is widely used but lacks quantitative analysis regarding its operational impact.

Purpose of the Study:

  • To propose and quantify the impact of the outpatient cases first (OPF) heuristic on hospital operations.
  • To compare OPF against baseline, SCF, and LCF sequencing strategies using discrete event simulation.
  • To evaluate the effects of partial OPF implementation and case shifting to ambulatory centers.

Main Methods:

  • A discrete event simulation model was developed using SimPy.
  • The simulation compared four scenarios: baseline, OPF, SCF, and LCF.
  • Key performance indicators quantified included operating room (OR) and post-anesthesia care unit (PACU) holds, and last case completion times.

Main Results:

  • OPF demonstrated a 54% decrease in OR holds and a 15% decrease in PACU holds compared to baseline.
  • SCF increased OR holds by 22% and PACU holds by 11%.
  • LCF increased OR holds by 37% but decreased PACU holds by 11%.
  • Significant reductions in holds were achieved with partial OPF adoption, particularly with specific surgeon groups.
  • OPF reduced average hold times more effectively than shifting cases to an ambulatory center.

Conclusions:

  • Prioritizing outpatient procedures first (OPF) is an effective strategy for reducing patient flow delays in surgical settings.
  • Implementation considerations include identifying surgeon groups with the greatest potential impact for maximizing benefits.
  • OPF offers a quantifiable improvement in OR and PACU utilization and patient throughput.