Multi-criteria distribution network redesign - case of the public sector pharmaceutical supply chain in Morocco

ABSTRACT With the expansion of the medical assistance scheme in 2012, the consumption of pharmaceutical products in the Moroccan public sector increased exponentially. Several assessments of the current supply chain of pharmaceutical products indicated the saturation of the logistical system and its inadequacy to the new challenges faced. The purpose of this paper is to elaborate a general approach to distribution network redesign. Based on prioritized criteria, such as supply chain responsiveness and costs, it allows comparing different distribution network designs and selecting the most appropriate one using AHP multi-criteria decision making method. This general approach is applied to the case study of the Moroccan pharmaceutical supply chain in the public sector.

[1]  C. Mitton,et al.  Setting priorities and allocating resources in health regions: lessons from a project evaluating program budgeting and marginal analysis (PBMA). , 2003, Health policy.

[2]  Thomas L. Saaty,et al.  DECISION MAKING WITH THE ANALYTIC HIERARCHY PROCESS , 2008 .

[3]  Teodor Gabriel Crainic,et al.  Planning models for freight transportation , 1997 .

[4]  Sunil Chopra,et al.  Designing the distribution network in a supply chain , 2003 .

[5]  Yu-Fang Chung,et al.  Development of a Decision Support Engine to Assist Patients with Hospital Selection , 2014, Journal of Medical Systems.

[6]  S. Chopra,et al.  Supply Chain Management: Strategy, Planning & Operation , 2007 .

[7]  Pietro Romano,et al.  Exploring New Supply Chain Strategies in the Pharmaceutical Industry , 2004 .

[8]  Theodor J. Stewart,et al.  Multiple Criteria Decision Analysis , 2001 .

[9]  S French,et al.  Multicriteria Methodology for Decision Aiding , 1996 .

[10]  Dmitry Ivanov,et al.  Dual problem formulation and its application to optimal redesign of an integrated production–distribution network with structure dynamics and ripple effect considerations , 2013 .

[11]  M. T. Melo,et al.  An efficient heuristic approach for a multi-period logistics network redesign problem , 2014 .

[12]  Chuanhua Yu,et al.  Performance Evaluation of Public Non-Profit Hospitals Using a BP Artificial Neural Network: The Case of Hubei Province in China , 2013, International journal of environmental research and public health.

[13]  Lazaros G. Papageorgiou,et al.  Global supply chain planning for pharmaceuticals , 2011 .

[14]  Shawn T. Brown,et al.  The benefits of redesigning Benin's vaccine supply chain. , 2014, Vaccine.

[15]  R. Goeree,et al.  Multi-criteria decision analysis (MCDA) in health care: A bibliometric analysis , 2013 .

[16]  Thomas L. Saaty An Essay on How Judgment and Measurement are Different in Science and in Decision Making , 2009 .

[17]  Zhuo Dai,et al.  Design of close-loop supply chain network under uncertainty using hybrid genetic algorithm: A fuzzy and chance-constrained programming model , 2015, Comput. Ind. Eng..

[18]  N. K. Kwak,et al.  Strategic Enterprise Resource Planning in a Health-Care System Using a Multicriteria Decision-Making Model , 2011, Journal of Medical Systems.

[19]  P. Kotler Marketing Management: Analysis, Planning, Implementation and Control , 1972 .

[20]  Reza Tavakkoli-Moghaddam,et al.  A replenishment policy based on joint optimization in a downstream pharmaceutical supply chain: centralized vs. decentralized replenishment , 2011 .

[21]  D. Lambert,et al.  SUPPLY CHAIN MANAGEMENT , 2003 .

[22]  Carlos A. Bana e Costa,et al.  Transparent prioritisation, budgeting and resource allocation with multi-criteria decision analysis and decision conferencing , 2007, Ann. Oper. Res..

[23]  Sam Salek,et al.  Development and Application of a Benefit–Risk Assessment Model Based on Multi‐Criteria Decision Analysis , 2009 .

[24]  Nilay Shah,et al.  Pharmaceutical supply chains: key issues and strategies for optimisation , 2004, Comput. Chem. Eng..

[25]  Qingshan Li,et al.  An AHP-Based Assessment Model for Clinical Diagnosis and Decision , 2012, AICI.

[26]  Javad Parvizi,et al.  Diagnosis of Periprosthetic Joint Infection in Medicare Patients: Multicriteria Decision Analysis , 2014, Clinical orthopaedics and related research.

[27]  Iftekhar A. Karimi,et al.  Supply chain redesign and new process introduction in multipurpose plants , 2010 .

[28]  Matloub Hussain,et al.  Assessing supplier environmental performance: Applying Analytical Hierarchical Process in the United Arab Emirates healthcare chain , 2016 .

[29]  Mustafa S. Canbolat,et al.  Fuzzy AHP-based supplier selection in e-procurement , 2007 .

[30]  Theodor J. Stewart,et al.  Multiple criteria decision analysis - an integrated approach , 2001 .

[31]  R. Baltussen,et al.  Multi-criteria decision analysis to prioritize health interventions: Capitalizing on first experiences. , 2010, Health policy.

[32]  Kenneth N. McKay,et al.  A Maturity Model for Industrial Supply Chains , 2013 .

[33]  Natalie Privett,et al.  The top ten global health supply chain issues: Perspectives from the field , 2014 .

[34]  Sima Ajami,et al.  Performance Evaluation of Medical Records Departments by Analytical Hierarchy Process (AHP) Approach in the Selected Hospitals in Isfahan , 2012, Journal of Medical Systems.

[35]  Matthew J. Liberatore,et al.  The analytic hierarchy process in medical and health care decision making: A literature review , 2008, Eur. J. Oper. Res..

[36]  Jing Xie,et al.  Assessment of Regional Human Health Risks from Lead Contamination in Yunnan Province, Southwestern China , 2015, PloS one.

[37]  R. Baltussen,et al.  Multicriteria decision analysis for including health interventions in the universal health coverage benefit package in Thailand. , 2012, Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research.

[38]  Thomas Blaschke,et al.  A GIS-based extended fuzzy multi-criteria evaluation for landslide susceptibility mapping , 2014, Comput. Geosci..

[39]  Rassoul Dinarvand,et al.  Pharmaceutical supply chain risk assessment in Iran using analytic hierarchy process (AHP) and simple additive weighting (SAW) methods , 2015, Journal of Pharmaceutical Policy and Practice.

[40]  Anita R. Linnemann,et al.  Food chain design using multi criteria decision making, an approach to complex design issues , 2015 .

[41]  J. Dolan Shared decision-making--transferring research into practice: the Analytic Hierarchy Process (AHP). , 2008, Patient education and counseling.