Prioritization of hospital laboratory orders considering cancellation probabilities

Artem Ghavrish, Mustafa Y. Sir, Kalyan Pasupathy

Research output: Contribution to conferencePaper

Abstract

In a hospital, laboratory resources must be used efficiently since accurate and timely results of laboratory tests are critical to ensure high-quality treatment of patients. One of the challenges that hospital laboratories face is the high percentage of cancellations. A test order that is cancelled during its processing results in waste of laboratory resources (labor, materials, etc.). We develop a queuing model that prioritizes orders based on their cancellation probability and tardiness. The cancellation probability is a function of order attributes (type of test, the doctor requested the test, urgency, etc.) and can be estimated from historical data. We compare the cost and timeliness of lab orders from our prioritization scheme against those from a first-come-first- served queuing system.

Original languageEnglish (US)
Pages1717-1723
Number of pages7
StatePublished - Jan 1 2012
Event62nd IIE Annual Conference and Expo 2012 - Orlando, FL, United States
Duration: May 19 2012May 23 2012

Other

Other62nd IIE Annual Conference and Expo 2012
CountryUnited States
CityOrlando, FL
Period5/19/125/23/12

Keywords

  • Cancellation probability
  • Hospital laboratory
  • Order prioritization

ASJC Scopus subject areas

  • Industrial and Manufacturing Engineering

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  • Cite this

    Ghavrish, A., Sir, M. Y., & Pasupathy, K. (2012). Prioritization of hospital laboratory orders considering cancellation probabilities. 1717-1723. Paper presented at 62nd IIE Annual Conference and Expo 2012, Orlando, FL, United States.