Literature DB >> 27817060

Two-MILP models for scheduling elective surgeries within a private healthcare facility.

Hejer Khlif Hachicha1, Farah Zeghal Mansour2.   

Abstract

This paper deals with an Integrated Elective Surgery-Scheduling Problem (IESSP) that arises in a privately operated healthcare facility. It aims to optimize the resource utilization of the entire surgery process including pre-operative, per-operative and post-operative activities. Moreover, it addresses a specific feature of private facilities where surgeons are independent service providers and may conduct their surgeries in different private healthcare facilities. Thus, the problem requires the assignment of surgery patients to hospital beds, operating rooms and recovery beds as well as their sequencing over a 1-day period while taking into account surgeons' availability constraints. We present two Mixed Integer Linear Programs (MILP) that model the IESSP as a three-stage hybrid flow-shop scheduling problem with recirculation, resource synchronization, dedicated machines, and blocking constraints. To assess the empirical performance of the proposed models, we conducted experiments on real-world data of a Tunisian private clinic: Clinique Ennasr and on randomly generated instances. Two criteria were minimised: the patients' average length of stay and the number of patients' overnight stays. The computational results show that the proposed models can solve instances with up to 44 surgical cases in a reasonable CPU time using a general-purpose MILP solver.

Entities:  

Keywords:  Dedicated machines; Hybrid flow shop scheduling; Mixed integer linear program; Operating theatre; Private healthcare facility; Recirculation; Resource synchronization; Surgery process

Mesh:

Year:  2016        PMID: 27817060     DOI: 10.1007/s10729-016-9390-2

Source DB:  PubMed          Journal:  Health Care Manag Sci        ISSN: 1386-9620


  9 in total

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Authors:  William E Spangler; David P Strum; Luis G Vargas; Jerrold H May
Journal:  Health Care Manag Sci       Date:  2004-05

2.  Medical tourism today: what is the state of existing knowledge?

Authors:  Laura Hopkins; Ronald Labonté; Vivien Runnels; Corinne Packer
Journal:  J Public Health Policy       Date:  2010-07       Impact factor: 2.222

3.  Operational research in the management of the operating theatre: a survey.

Authors:  Francesca Guerriero; Rosita Guido
Journal:  Health Care Manag Sci       Date:  2010-11-20

4.  Influence of the operating room schedule on tardiness from scheduled start times.

Authors:  Ruth E Wachtel; Franklin Dexter
Journal:  Anesth Analg       Date:  2009-06       Impact factor: 5.108

5.  Lack of value of scheduling processes to move cases from a heavily used main campus to other facilities within a health care system.

Authors:  Louise Sulecki; Franklin Dexter; Andrew Zura; Leif Saager; Richard H Epstein
Journal:  Anesth Analg       Date:  2012-05-18       Impact factor: 5.108

6.  Method to assist in the scheduling of add-on surgical cases--upper prediction bounds for surgical case durations based on the log-normal distribution.

Authors:  J Zhou; F Dexter
Journal:  Anesthesiology       Date:  1998-11       Impact factor: 7.892

7.  A short-term operating room surgery scheduling problem integrating multiple nurses roster constraints.

Authors:  Wei Xiang; Jiao Yin; Gino Lim
Journal:  Artif Intell Med       Date:  2014-12-12       Impact factor: 5.326

8.  Improving hospital bed utilisation through simulation and optimisation: with application to a 40% increase in patient volume in a Norwegian General Hospital.

Authors:  Lene Berge Holm; Hilde Lurås; Fredrik A Dahl
Journal:  Int J Med Inform       Date:  2012-06-13       Impact factor: 4.046

9.  Should anesthesia groups advocate funding of clinics and scheduling systems to increase operating room workload?

Authors:  Liam O'Neill; Franklin Dexter; Ruth E Wachtel
Journal:  Anesthesiology       Date:  2009-11       Impact factor: 7.892

  9 in total
  2 in total

1.  Admission Control Policies for Surgery Patients.

Authors:  Li Luo; Yong Luo; Chunrong Qin
Journal:  J Med Syst       Date:  2017-07-26       Impact factor: 4.460

Review 2.  Application of Operational Research Techniques in Operating Room Scheduling Problems: Literature Overview.

Authors:  Şeyda Gür; Tamer Eren
Journal:  J Healthc Eng       Date:  2018-06-13       Impact factor: 2.682

  2 in total

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