Integration of GIS and analytical hierarchy process method for locating road emergency medical services station

This article describes the application of a well-known multi-criteria decision-making technique called analytical hierarchy process (AHP) to locate emergency medical service (EMS) along US interstate highway I-65 from Montgomery to Birmingham, Alabama. Five weighting methods were applied, including Row Sum, Column Sum, Arithmetic Average, Geo-Mean, and Eigen Vector to determine weights of criteria. A number of experts were asked to evaluate the importance of selected criteria according to a nine-point scale (the Saaty rating scale). Afterwards, a weighted overlay method was applied to evaluate pixel adequacy and to identify areas with highest potential to establish the EMS along the road. After that all alternatives were ranked with the AHP method, and finally, sensitivity analysis of criteria weights was performed. The proposed method shows that locating EMS stations is very sensitive to Distance to City, Distance to Intersection, and Distance to Police Station criteria weights, and it should be considered in selecting experts and criteria weighting process.

[1]  Hyeong-Dong Park,et al.  National-scale assessment of landslide susceptibility to rank the vulnerability to failure of rock-cut slopes along expressways in Korea , 2011 .

[2]  Karl F. Doerner,et al.  Ambulance location and relocation problems with time-dependent travel times , 2010, Eur. J. Oper. Res..

[3]  Jacek Malczewski,et al.  GIS‐based multicriteria decision analysis: a survey of the literature , 2006, Int. J. Geogr. Inf. Sci..

[4]  Yosoon Choi,et al.  Subsidence Hazard Assessment at the Samcheok Coalfield, South Korea: A Case Study Using GISAssessment of Mine Subsidence Hazard , 2013 .

[5]  Jean-Marc Martel,et al.  A spatial decision aid: A multicriterion evaluation approach , 1996 .

[6]  Limin Yang,et al.  Development of a 2001 National land-cover database for the United States , 2004 .

[7]  Manuel D. Rossetti,et al.  Multi-objective analysis of hospital delivery systems , 2001 .

[8]  TavakoliAsad,et al.  Implementing a mathematical model for locating EMS vehicles in Fayetteville, NC , 2004 .

[9]  Igor Linkov,et al.  Multi-criteria decision analysis and environmental risk assessment for nanomaterials , 2007 .

[10]  Prasanta Kumar Dey,et al.  Analytic hierarchy process helps select site for limestone quarry expansion in Barbados. , 2008, Journal of environmental management.

[11]  Alessio Ishizaka,et al.  Analytic Hierarchy Process and Expert Choice: Benefits and limitations , 2009, OR Insight.

[12]  Bülent Çatay,et al.  A taxonomy for emergency service station location problem , 2012, Optim. Lett..

[13]  M. Bohanec,et al.  The Analytic Hierarchy Process , 2004 .

[14]  Timothy C. Coburn,et al.  GIS and Multicriteria Decision Analysis , 2000 .

[15]  Abbas Alimohammadi,et al.  Hospital site selection using fuzzy AHP and its derivatives. , 2009, Journal of environmental management.

[16]  Markku Tuominen,et al.  A decision aid in warehouse site selection , 1996 .

[17]  Ernest H. Forman,et al.  Promoting shared health care decision making using the analytic hierarchy process , 1999 .

[18]  Mark S. Daskin,et al.  A Hierarchical Objective Set Covering Model for Emergency Medical Service Vehicle Deployment , 1981 .

[19]  Marjan Javadian,et al.  Application of Sustainable Urban Development in Environmental Suitability Analysis of Educational Land Use by Using Ahp and Gis in Tehran , 2011 .

[20]  Richard F. Hartl,et al.  Heuristic Solution of an Extended Double-Coverage Ambulance Location Problem for Austria , 2005 .

[21]  Kamal M. Al‐Subhi Al‐Harbi,et al.  Application of the AHP in project management , 2001 .

[22]  Constance A. Lightner,et al.  Implementing a mathematical model for locating EMS vehicles in fayetteville, NC , 2004, Comput. Oper. Res..

[23]  Ebru Akcapinar Sezer,et al.  A modified analytical hierarchy process (M-AHP) approach for decision support systems in natural hazard assessments , 2013, Comput. Geosci..

[24]  Jun Kang,et al.  Highway transportation comprehensive evaluation , 1994 .

[25]  N. H. M. Shamsuddin,et al.  Identifying of Potential Crime Area Using Analytical Hierachy Process (AHP) and Geographical Information System (GIS) , 2013 .

[26]  Ernest H. Forman,et al.  The Analytic Hierarchy Process and Expert Choice , 2001 .

[27]  Jacek Malczewski,et al.  Implementing an extension of the analytical hierarchy process using ordered weighted averaging operators with fuzzy quantifiers in ArcGIS , 2008, Comput. Geosci..

[28]  R. Tavakkoli-Moghaddam,et al.  Multi-Criteria Decision Making for Plant Location Selection: An Integrated Delphi–AHP–PROMETHEE Methodology , 2013 .

[29]  Alessio Ishizaka,et al.  Review of the main developments in the analytic hierarchy process , 2011, Expert Syst. Appl..

[30]  Guiqin Wang,et al.  Landfill site selection using spatial information technologies and AHP: a case study in Beijing, China. , 2009, Journal of environmental management.

[31]  Keith C. Clarke,et al.  Multi‐criteria evaluation and least‐cost path analysis for optimal haulage routing of dump trucks in large scale open‐pit mines , 2009, Int. J. Geogr. Inf. Sci..

[32]  S I Harewood,et al.  Emergency ambulance deployment in Barbados: a multi-objective approach , 2002, J. Oper. Res. Soc..

[33]  Giulio Mondini,et al.  Complex Evaluation Methods: An Operative Synthesis on Multicriteria Techniques , 1994 .

[34]  Mark S. Daskin,et al.  A Maximum Expected Covering Location Model: Formulation, Properties and Heuristic Solution , 1983 .

[35]  J. Martel,et al.  Enhancing Geographical Information Systems Capabilities with Multi-Criteria Evaluation Functions , 2003 .