Facility Layout Planning with SHELL and Fuzzy AHP Method Based on Human Reliability for Operating Theatre

A well-design facility layout planning refers to the reduction of the operation cost in the manufacturing and service industry. This work consists of reliability analysis of facility layout for an operating theatre; it aims at proposing a new evaluation approach, which integrated the fuzzy analytic hierarchy process and human reliability tool, for optimization of facility layout design with safety and human factors in an operating theatre. Firstly, the systematic layout planning is used to design the layout schemes on the basis of field investigations. Then, the criteria system is proposed based on human reliability analysis from four perspectives: software, hardware, environment, and liveware. Finally, the fuzzy analytic hierarchy process, a fuzzy extension of the multicriteria decision-making technique analytic hierarchy process, is used to compare these layout schemes based on the criteria system. The results that are obtained reveal interesting properties of facility layout planning in hospitals. It reveals that decision in selecting a suitable layout must meet not only the strategies and goals of the system but also meet the safety, security, and reliability of the system.

[1]  Izabela Kolankowska,et al.  Health care transition in Germany – standardization of procedures and improvement actions , 2011, Journal of multidisciplinary healthcare.

[2]  Ludmil Mikhailov,et al.  Evaluation of services using a fuzzy analytic hierarchy process , 2004, Appl. Soft Comput..

[3]  Taho Yang,et al.  Systematic layout planning: a study on semiconductor wafer fabrication facilities , 2000 .

[4]  Anjali Joseph,et al.  Exploring the Impact of the Physical Environment on Patient Outcomes in Ambulatory Care Settings , 2009, HERD.

[5]  Xiaojun Wang,et al.  A two-stage Fuzzy-AHP model for risk assessment of implementing green initiatives in the fashion supply chain , 2012 .

[6]  I. Mohammadfam,et al.  Comparison of Standardized Plant Analysis Risk Human Reliability Analysis (SPAR-H) and Cognitive Reliability Error Analysis Methods (CREAM) in Quantifying Human Error in Nursing Practice , 2016, Iranian journal of public health.

[7]  D. Chang Applications of the extent analysis method on fuzzy AHP , 1996 .

[8]  E. Maddox,et al.  Hospital management reform : a step to healthcare reform , 2010 .

[9]  Ali Azadeh,et al.  Simulation Optimization of Facility Layout Design Problem with , 2014 .

[10]  Stephen M. Shortell,et al.  Health Care Management : Organization Design and Behavior , 1997 .

[11]  Ming-Tao Chou,et al.  APPLYING FUZZY AHP IN SELECTION OF TRANSPORT MODES FOR KINMEN MILITARY LOGISTICS , 2016 .

[12]  Stefan Nickel,et al.  Multi-period layout planning for hospital wards , 2013 .

[13]  Taho Yang,et al.  Lean principles and simulation optimization for emergency department layout design , 2015, Ind. Manag. Data Syst..

[14]  Tamer Eren,et al.  Application of Operational Research Techniques in Operating Room Scheduling Problems: Literature Overview , 2018, Journal of healthcare engineering.

[15]  A Cuschieri,et al.  Human reliability assessment in surgery--a new approach for improving surgical performance and clinical outcome. , 2000, Annals of the Royal College of Surgeons of England.

[16]  Hu-Chen Liu,et al.  Integrating systematic layout planning with fuzzy constraint theory to design and optimize the facility layout for operating theatre in hospitals , 2015, J. Intell. Manuf..

[17]  Chris Hicks,et al.  Applying lean principles to the design of healthcare facilities , 2015 .

[18]  Ali Fuat Guneri,et al.  A COMPUTER SIMULATION MODEL TO REDUCE PATIENT LENGTH OF STAY AND TO IMPROVE RESOURCE UTILIZATION RATE IN AN EMERGENCY DEPARTMENT SERVICE SYSTEM , 2012 .

[19]  Erik Hollnagel,et al.  HUMAN RELIABILITY ASSESSMENT IN CONTEXT , 2005 .

[20]  Ann Hendrich,et al.  A 36-hospital time and motion study: how do medical-surgical nurses spend their time? , 2008, The Permanente journal.

[21]  Carlos A. Bana e Costa,et al.  A critical analysis of the eigenvalue method used to derive priorities in AHP , 2008, Eur. J. Oper. Res..

[22]  Gary Yu-Hsin Chen A new data structure of solution representation in hybrid ant colony optimization for large dynamic facility layout problems , 2013 .

[23]  Poong Hyun Seong,et al.  Study on a new framework of Human Reliability Analysis to evaluate soft control execution error in advanced MCRs of NPPs , 2016 .

[24]  Zakaria Yahia,et al.  The operating room case-mix problem under uncertainty and nurses capacity constraints , 2016, Health care management science.

[25]  Ibrahim H. Osman,et al.  A mixed integer programming formulation for solving operating theatre layout problem: A multi-goal approach , 2013, Proceedings of 2013 International Conference on Industrial Engineering and Systems Management (IESM).

[26]  S. Mahadevan,et al.  Dependence Assessment in Human Reliability Analysis Using Evidence Theory and AHP , 2015, Risk analysis : an official publication of the Society for Risk Analysis.

[27]  Zhenyuan Jia,et al.  DESIGN AND IMPLEMENTATION OF LEAN FACILITY LAYOUT SYSTEM OF A PRODUCTION LINE , 2011 .

[28]  Arezoo Atighehchian,et al.  Facility layout design using virtual multi-agent system , 2009, J. Intell. Manuf..

[29]  Charles Vincent,et al.  Human reliability analysis in healthcare: A review of techniques , 2004 .

[30]  Bruno Agard,et al.  Integration of occupational health and safety in the facility layout planning, part II: design of the kitchen of a hospital , 2015 .

[31]  Frank H Hawkins,et al.  Human Factors in Flight , 1987 .

[32]  Yu Jing,et al.  A discussion on Extent Analysis Method and applications of fuzzy AHP , 1999, Eur. J. Oper. Res..

[33]  Kevin Barraclough,et al.  I and i , 2001, BMJ : British Medical Journal.

[34]  Seyed Taghi Akhavan Niaki,et al.  Genetic application in a facility location problem with random demand within queuing framework , 2012, J. Intell. Manuf..

[35]  Mohit Tyagi,et al.  Permutation of fuzzy AHP and AHP methods to prioritizing the alternatives of supply chain performance system , 2016 .

[36]  Hu-Chen Liu,et al.  Human reliability assessment for medical devices based on failure mode and effects analysis and fuzzy linguistic theory , 2014 .

[38]  W. Pedrycz,et al.  A fuzzy extension of Saaty's priority theory , 1983 .

[39]  M Torabi-Kaveh,et al.  Landfill site selection using combination of GIS and fuzzy AHP, a case study: Iranshahr, Iran , 2016, Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA.

[40]  Etienne Grandjean Fitting the task to the man , 1969 .