Review of supply chain performance measurement systems: 1998-2015

In today's competitive business environment, supply chain performance is one of the most critical issues in various industries. It is argued that supply chain performance measurement is fundamental to efficient supply chain management. Over the past two decades, several frameworks and systems have been developed to meet this need. This study reviews the literature in the field of supply chain performance measurement and assembles an overview of those systems, approaches, techniques and criteria. For this purpose, 83 of 374 related articles from 1998 to 2015 were selected for final review using the Scopus and ISI databases. Findings disclose that performance measurement in supply chain contexts is still a fruitful area of research. The study also provides an overview of the performance measures employed in supply chain systems. These findings present a solid basis for future academic and practitioner work in the field of supply chain performance measurement.

[1]  Tirthankar Dasgupta,et al.  Using the six-sigma metric to measure and improve the performance of a supply chain , 2003 .

[2]  Robert Rosenbaum,et al.  Supply chain excellence : a handbook for dramatic improvement using the SCOR model , 2007 .

[3]  Pranav G. Charkha,et al.  Designing innovative framework for supply chain performance measurement in textile industry , 2014 .

[4]  C. Critcher,et al.  Utilizing The Delphi Technique In Policy Discussion: A Case Study Of A Privatized Utility In Britain , 1998 .

[5]  S. K. Garg,et al.  Analysis of the skilled work force effect on the logistics performance index—case study from India , 2014, Logist. Res..

[6]  Mohit Tyagi,et al.  Assessment of Critical Enablers for Flexible Supply Chain Performance Measurement System Using Fuzzy DEMATEL Approach , 2015 .

[7]  Manoj Kumar Tiwari,et al.  Analyzing alternatives in reverse logistics for end-of-life computers: ANP and balanced scorecard approach , 2005, Comput. Ind. Eng..

[8]  H. Günter,et al.  Measuring Supply Chain Performance: Current Research and Future Directions , 2006 .

[9]  Bahisham Yunus,et al.  Supply Chain Performance in Electronics Manufacturing Industry , 2014 .

[10]  George R. Wilson,et al.  Aggregating performance measures of a multi-echelon supply chain using the analytical network and analytical hierarchy process , 2010 .

[11]  Mohammed Wanous,et al.  A proposed value model for prioritising supply chain performance measures , 2009, Int. J. Bus. Perform. Supply Chain Model..

[12]  F. Persson,et al.  Performance simulation of supply chain designs , 2002 .

[13]  Chrwan-Jyh Ho,et al.  Measuring system performance of an ERP-based supply chain , 2007 .

[14]  Ruth Banomyong,et al.  Developing a supply chain performance tool for SMEs in Thailand , 2011 .

[15]  Walid Cheffi,et al.  Green supply chain performance measurement using the analytic hierarchy process: a comparative analysis of manufacturing organisations , 2013 .

[16]  Nitin Singh,et al.  Benchmarking the Supply Chain Performance: Development of a Framework , 1999 .

[17]  Rajiv Kumar Sharma,et al.  Benchmarking SCM performance and empirical analysis: a case from paint industry , 2014, Logist. Res..

[18]  R. Kaplan,et al.  The balanced scorecard--measures that drive performance. , 2015, Harvard business review.

[19]  Abby Ghobadian,et al.  An environmental uncertainty-based diagnostic reference tool for evaluating the performance of supply chain value streams , 2014 .

[20]  Ali Rajabzadeh Ghatari,et al.  Developing a Model for Agile Pharmaceutical Distribution: Evidence from Iran , 2013 .

[21]  Celik Parkan,et al.  Gauging the performance of a supply chain , 2007 .

[22]  S. G. Deshmukh,et al.  Supply chain performance measurement framework for small and medium scale enterprises , 2009 .

[23]  Eleonora Bottani,et al.  Performance measurement in the food supply chain: a balanced scorecard approach , 2010 .

[24]  M. Agung Wibowo,et al.  The Analysis of Supply Chain Performance Measurement at Construction Project , 2015 .

[25]  Katerina Pramatari,et al.  Collaborative performance measurement in supply chain , 2010, Ind. Manag. Data Syst..

[26]  Eli Schragenheim,et al.  ERP : Tools, Techniques, and Applications for Integrating the Supply Chain, Second Edition , 2003 .

[27]  Manoj Kumar Tiwari,et al.  An innovative supply chain performance measurement system incorporating Research and Development (R&D) and marketing policy , 2014, Comput. Ind. Eng..

[28]  V. R. Pramod,et al.  Performance measurement of SHER service supply chain: a balanced score card – ANP approach , 2011 .

[29]  Wai Peng Wong Performance evaluation of supply chain in stochastic environment: using a simulation based DEA framework , 2009, Int. J. Bus. Perform. Supply Chain Model..

[30]  Marios C. Angelides,et al.  A model and a performance measurement system for collaborative supply chains , 2006, Decis. Support Syst..

[31]  S. Deshmukh,et al.  Evaluating petroleum supply chain performance , 2008 .

[32]  Marite Kirikova,et al.  SCOR Based ISS Requirements Identification , 2011, BIS.

[33]  Kuan Yew Wong,et al.  Supply chain performance measurement system using DEA modeling , 2007, Ind. Manag. Data Syst..

[34]  T.C.E. Cheng,et al.  Measures for evaluating supply chain performance in transport logistics , 2002 .

[35]  G. Stock,et al.  Enterprise logistics and supply chain structure: the role of fit , 2000 .

[36]  Aicha Sekhari,et al.  Sustainability performance measurement framework for supply chain management , 2015 .

[37]  B. Chae,et al.  Developing key performance indicators for supply chain: an industry perspective , 2009 .

[38]  Lamia Berrah,et al.  Towards A System-Based Model For Overall Performance Evaluation In A Supply Chain Context , 2012 .

[39]  R. W. Saaty,et al.  The analytic hierarchy process—what it is and how it is used , 1987 .

[40]  F. Chan,et al.  An innovative performance measurement method for supply chain management , 2003 .

[41]  Richard Cuthbertson,et al.  Performance measurement systems in supply chains: A framework for contextual analysis , 2011 .

[42]  Loo Hay Lee,et al.  Supply chain performance measurement system: a Monte Carlo DEA-based approach , 2008 .

[43]  Cory Searcy,et al.  An analysis of metrics used to measure performance in green and sustainable supply chains , 2015 .

[44]  E. Roghanian,et al.  Designing a performance measurement system for supply chain using balanced scorecard, path analysis, cooperative game theory and evolutionary game theory: A Case Study , 2015 .

[45]  Lamia Berrah,et al.  Towards an aggregation performance measurement system model in a supply chain context , 2007, Comput. Ind..

[46]  M. Goh,et al.  Performance measurement in supply chain entities: balanced scorecard perspective , 2009 .

[47]  T. Arthanari,et al.  Supply chain and operations practice and performance in Chinese furniture manufacturing , 2008 .

[48]  Jung Lyu,et al.  The performance evaluation of SCOR sourcing process--The case study of Taiwan's TFT-LCD industry , 2008 .

[49]  Ke Gong,et al.  Performance Measurement of Logistics Service Supply Chain Using Bijective Soft Set , 2015 .

[50]  M. K. Sharma,et al.  Performance measurement of supply chain management using the analytical hierarchy process , 2007 .

[51]  P. Vincke,et al.  Note-A Preference Ranking Organisation Method: The PROMETHEE Method for Multiple Criteria Decision-Making , 1985 .

[52]  Can Saygin,et al.  Impact of information sharing on supply chain performance , 2012 .

[53]  Farhad Hosseinzadeh Lotfi,et al.  Supply chain performance evaluation with data envelopment analysis and balanced scorecard approach , 2014 .

[54]  Yves Ducq,et al.  A method to select a successful interoperability solution through a simulation approach , 2016, J. Intell. Manuf..

[55]  A. Lansink,et al.  Performance measurement in agri‐food supply chains: a case study , 2007 .

[56]  Jacques Lamothe,et al.  A business process oriented method to design supply chain performance measurement systems , 2011 .

[57]  Binshan Lin,et al.  Measuring supply chain performance among public hospital laboratories , 2009 .

[58]  Manoj Kumar Tiwari,et al.  Green supply chain performance measurement using fuzzy ANP-based balanced scorecard: a collaborative decision-making approach , 2014 .

[59]  Felix T.S. Chan,et al.  Performance measurement model for supply chain management in SMEs , 2008 .

[60]  Hans-Jörg Bullinger,et al.  Analysing supply chain performance using a balanced measurement method , 2002 .

[61]  Milind Kumar Sharma,et al.  An application of the integrated AHP-PGP model for performance measurement of supply chain management , 2009 .

[62]  F. Hasson,et al.  Research guidelines for the Delphi survey technique. , 2000, Journal of advanced nursing.

[63]  K. N. Subramanya,et al.  A Review of Literature on Performance Measurement of Supply Chain Network , 2009, 2009 Second International Conference on Emerging Trends in Engineering & Technology.

[64]  Ching-Hsue Cheng,et al.  A modified two-tuple FLC model for evaluating the performance of SCM: By the Six Sigma DMAIC process , 2007, Appl. Soft Comput..

[65]  Jianhua Yang,et al.  Integrative performance evaluation for supply chain system based on logarithm triangular fuzzy number-AHP method , 2009, Kybernetes.

[66]  Andreas Otto,et al.  Does supply chain management really pay? Six perspectives to measure the performance of managing a supply chain , 2003, Eur. J. Oper. Res..

[67]  Bin Li,et al.  Rough data envelopment analysis and its application to supply chain performance evaluation , 2009 .

[68]  Abraham Charnes,et al.  Measuring the efficiency of decision making units , 1978 .

[69]  Jian Cai,et al.  Improving supply chain performance management: A systematic approach to analyzing iterative KPI accomplishment , 2009, Decis. Support Syst..

[70]  L. C. Leung,et al.  Implementing the balanced scorecard using the analytic hierarchy process & the analytic network process , 2006, J. Oper. Res. Soc..

[71]  Rajat Bhagwat,et al.  Performance measurement of supply chain management: A balanced scorecard approach , 2007, Comput. Ind. Eng..

[72]  P.R.C. Gopal,et al.  A review on supply chain performance measures and metrics: 2000‐2011 , 2012 .

[73]  Joseph Sarkis,et al.  Supply-chain performance-measurement system management using neighbourhood rough sets , 2012 .

[74]  Kevin McCormack,et al.  Linking SCOR planning practices to supply chain performance: An exploratory study , 2004 .

[75]  Subagyo,et al.  Combining Balanced Scorecard and Data Envelopment Analysis to Design Performance Measurement for Supply Chain Actor and Regulator: A Case Study in Innovative Product in Indonesia , 2015 .

[76]  Ali Najmi,et al.  Supply chain performance models: A literature review on approaches, techniques, and criteria , 2013 .

[77]  J. Thakkar,et al.  Sustainable supply chain practices: an empirical investigation on Indian automobile industry , 2016 .

[78]  Kwai-Sang Chin,et al.  Some alternative DEA models for two-stage process , 2010, Expert Syst. Appl..

[79]  Ignacio E. Grossmann,et al.  Dynamic modeling and classical control theory for supply chain management , 2000 .

[80]  A. Gunasekaran,et al.  A framework for supply chain performance measurement , 2004 .

[81]  Kaveh Khalili Damghani,et al.  A fuzzy two-stage DEA approach for performance measurement: real case of agility performance in dairy supply chains , 2012, Int. J. Appl. Decis. Sci..

[82]  Miriam Borchardt,et al.  A SCOR-based model for supply chain performance measurement: application in the footwear industry , 2015 .

[83]  S. G. J. Naini,et al.  Designing a mixed performance measurement system for environmental supply chain management using evolutionary game theory and balanced scorecard: A case study of an auto industry supply chain , 2011 .

[84]  Frank M. Bass,et al.  Comments on "A New Product Growth for Model Consumer Durables The Bass Model" , 2004, Manag. Sci..

[85]  Peter C. Brewer,et al.  USING THE BALANCED SCORECARD TO MEASURE SUPPLY CHAIN PERFORMANCE. , 2000 .

[86]  Turan Erman Erkan,et al.  Supply chain performance measurement: a literature review , 2010 .

[87]  Marcos Paulo Valadares de Oliveira,et al.  Supply chain maturity and performance in Brazil , 2008 .

[88]  Masoud Rahiminezhad Galankashi,et al.  Selection of Supply Chain Performance Measurement Frameworks in Electrical Supply Chains , 2014, International Journal of Industrial Engineering and Management.

[89]  Ángel Ortiz Bas,et al.  Quantitative relationships between key performance indicators for supporting decision-making processes , 2009, Comput. Ind..

[90]  M. Adel El-Baz,et al.  Fuzzy performance measurement of a supply chain in manufacturing companies , 2011, Expert Syst. Appl..

[91]  Lie-Chien Lin,et al.  An integrated framework for supply chain performance measurement using six-sigma metrics , 2010, Software Quality Journal.

[92]  Peter M. Ralston,et al.  A Structure-Conduct-Performance Perspective of How Strategic Supply Chain Integration Affects Firm Performance , 2014 .

[93]  Loo Hay Lee,et al.  A preliminary study on using Data Envelopment Analysis (DEA) in measuring supply chain efficiency , 2007 .

[94]  Adisak Theeranuphattana,et al.  A conceptual model of performance measurement for supply chains: Alternative considerations , 2007 .

[95]  R. Kodali,et al.  INTERNAL BENCHMARKING FOR ASSESSMENT OF SUPPLY CHAIN PERFORMANCE , 2010 .

[96]  Lamia Berrah,et al.  Overall performance measurement in a supply chain: towards a supplier-prime manufacturer based model , 2012, J. Intell. Manuf..

[97]  A. Gunasekaran,et al.  Performance measures and metrics in a supply chain environment , 2001 .

[98]  Young Hae Lee,et al.  A framework for measuring the performance of service supply chain management , 2012, Comput. Ind. Eng..

[99]  T. Sumsion,et al.  The Delphi Technique: An Adaptive Research Tool , 1998 .

[100]  Yuh-Wen Chen,et al.  Simulating the performance of supply chain with various alliances , 2005 .

[101]  Benita M. Beamon,et al.  Measuring supply chain performance , 1999 .

[102]  R. V. Hoek,et al.  “Measuring the unmeasurable” ‐ measuring and improving performance in the supply chain , 1998 .

[103]  Madjid Tavana,et al.  A two-stage data envelopment analysis model for measuring performance in three-level supply chains , 2016 .

[104]  Andrew C. Lyons,et al.  Collaborative decision-making and decision support systems for enhancing operations management in industrial environments , 2014 .

[105]  Herbert Kotzab,et al.  SUPPLY CHAIN MANAGEMENT IMPLEMENTATION AND PRIORITY STRATEGIES IN DANISH ORGANIZATIONS , 2006 .

[106]  Yi-Hui Liang,et al.  Performance measurement of interorganizational information systems in the supply chain , 2015 .

[107]  M. T. Isaai,et al.  Intelligent timetable evaluation using fuzzy AHP , 2011, Expert Syst. Appl..

[108]  A. Gunasekaran,et al.  Performance measures and metrics in logistics and supply chain management: a review of recent literature (1995–2004) for research and applications , 2007 .

[109]  Felix T.S. Chan,et al.  Feasibility of performance measurement system for supply chain: a process‐based approach and measures , 2003 .

[110]  V. Daniel R. Guide,et al.  Building contingency planning for closed-loop supply chains with product recovery , 2003 .