A discrete event simulation model to evaluate operational performance of a colonoscopy suite

Bjorn Berg, Brian Denton, Heidi Nelson, Hari Balasubramanian, Ahmed Rahman, Angela Bailey, Keith Lindor

Research output: Contribution to journalArticle

54 Scopus citations

Abstract

Background and Aims. Colorectal cancer, a leading cause of cancer death, is preventable with colonoscopic screening. Colonoscopy cost is high, and optimizing resource utilization for colonoscopy is important. This studys aim is to evaluate resource allocation for optimal use of facilities for colonoscopy screening. Method. The authors used data from a computerized colonoscopy database to develop a discrete event simulation model of a colonoscopy suite. Operational configurations were compared by varying the number of endoscopists, procedure rooms, the patient arrival times, and procedure room turnaround time. Performance measures included the number of patients served during the clinic day and utilization of key resources. Further analysis included considering patient waiting time tradeoffs as well as the sensitivity of the system to procedure room turnaround time. Results. The maximum number of patients served is linearly related to the number of procedure rooms in the colonoscopy suite, with a fixed room to endoscopist ratio. Utilization of intake and recovery resources becomes more efficient as the number of procedure rooms increases, indicating the potential benefits of large colonoscopy suites. Procedure room turnaround time has a significant influence on patient throughput, procedure room utilization, and endoscopist utilization for varying ratios between 1:1 and 2:1 rooms per endoscopist. Finally, changes in the patient arrival schedule can reduce patient waiting time while not requiring a longer clinic day. Conclusions. Suite managers should keep a procedure room to endoscopist ratio between 1:1 and 2:1 while considering the utilization of related key resources as a decision factor as well. The sensitivity of the system to processes such as turnaround time should be evaluated before improvement efforts are made.

Original languageEnglish (US)
Pages (from-to)380-387
Number of pages8
JournalMedical Decision Making
Volume30
Issue number3
DOIs
StatePublished - May 1 2010

Keywords

  • Colonoscopy
  • Colorectal cancer
  • Discrete event
  • Simulation.

ASJC Scopus subject areas

  • Health Policy

Fingerprint Dive into the research topics of 'A discrete event simulation model to evaluate operational performance of a colonoscopy suite'. Together they form a unique fingerprint.

  • Cite this

    Berg, B., Denton, B., Nelson, H., Balasubramanian, H., Rahman, A., Bailey, A., & Lindor, K. (2010). A discrete event simulation model to evaluate operational performance of a colonoscopy suite. Medical Decision Making, 30(3), 380-387. https://doi.org/10.1177/0272989X09345890