Sustainable supplier selection criteria classification for Indian iron and steel industry: a fuzzy modified Kano model approach

ABSTRACT The aim of this work is to provide a systematic approach for sustainability criteria clustering into different useful categories. For this purpose, a methodology has been proposed with the following three steps. (i) A comprehensive set of the sustainability criteria in economic, environmental and social dimension has been extracted from the literature and have been customised for the iron and steel industry. (ii) A fuzzy Kano methodology has been used to classify these sustainability criteria into useful Kano cluster like must-be, one-dimensional, and attractive cluster (iii) further, must-be and attractive criteria derived from the second step were further sub-classified into three categories using Type IV Kano model. All steps have been examined in the iron and steel industry of India and findings indicate that quality and delivery criteria are classified as high must be criteria in the economic realm. Further, environmental and energy management system in the environmental dimension and social responsibility and right of stakeholders criteria in the social dimension are classified as high must be criteria. Prioritising must be and attractive criteria enable decision makers of other industries to select the appropriate criteria to adopt sustainability.

[1]  İsmail Önden,et al.  Determinants of the Green Supplier Selection , 2015 .

[2]  Ali Kazemi,et al.  Proposing a new approach for evaluating the situational leadership theory based on the Kano model , 2015 .

[3]  Chia-Wei Hsu,et al.  Developing a Green Supplier Selection Model by Using the DANP with VIKOR , 2015 .

[4]  Ali H. Diabat,et al.  A fuzzy multi criteria approach for evaluating green supplier's performance in green supply chain with linguistic preferences , 2013 .

[5]  Xiaowei Xu,et al.  Multi-criteria decision making approaches for supplier evaluation and selection: A literature review , 2010, Eur. J. Oper. Res..

[6]  Rajeev Jain,et al.  A Kano model, AHP and M-TOPSIS method-based technique for disassembly line balancing under fuzzy environment , 2014, Appl. Soft Comput..

[7]  Arash Shahin,et al.  Determining the Critical Factors of Radical Innovation Using an Integrated Model of Fuzzy Analytic Hierarchy Process-Fuzzy Kano With a Case Study in Mobarakeh Steel Company , 2017 .

[8]  M. Helms,et al.  Reverse logistics and social sustainability , 2010 .

[9]  Jiju Antony,et al.  Typology of Kano models: a critical review of literature and proposition of a revised model , 2013 .

[10]  Ping Ji,et al.  Understanding customer needs through quantitative analysis of Kano's model , 2010 .

[11]  He-Yau Kang,et al.  A green supplier selection model for high-tech industry , 2009, Expert Syst. Appl..

[12]  Yu-Cheng Lee,et al.  A new fuzzy concept approach for Kano's model , 2009, Expert Syst. Appl..

[13]  N. Kano,et al.  Attractive Quality and Must-Be Quality , 1984 .

[14]  Lyès Benyoucef,et al.  Simulation based fuzzy TOPSIS approach for group multi-criteria supplier selection problem , 2012, Eng. Appl. Artif. Intell..

[15]  R. J. Kuo,et al.  Integration of artificial neural network and MADA methods for green supplier selection , 2010 .

[16]  K. Govindan,et al.  A fuzzy multi criteria approach for measuring sustainability performance of a supplier based on triple bottom line approach , 2013 .

[17]  W. C. Benton,et al.  Vendor selection criteria and methods , 1991 .

[18]  S. Rahman,et al.  Indian textile suppliers' sustainability evaluation using the grey approach , 2012 .

[19]  Stefan Seuring,et al.  From a literature review to a conceptual framework for sustainable supply chain management , 2008 .

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

[21]  Hadi Badri Ahmadi,et al.  Integrating sustainability into supplier selection with analytical hierarchy process and improved grey relational analysis: a case of telecom industry , 2017 .

[22]  Devika Kannan,et al.  Role of multiple stakeholders and the critical success factor theory for the sustainable supplier selection process , 2018 .

[23]  Frank Schultmann,et al.  Sustainable supplier management – a review of models supporting sustainable supplier selection, monitoring and development , 2016 .

[24]  Xuesong Guo,et al.  Supplier selection based on hierarchical potential support vector machine , 2009, Expert Syst. Appl..

[25]  Joachim H. Spangenberg,et al.  Reconciling sustainability and growth: criteria, indicators, policies , 2004 .

[26]  S. Vinodh,et al.  Sustainability assessment of an automotive organisation using fuzzy Kano's model , 2013 .

[27]  Hu Xu,et al.  Supplier selection in nuclear power industry with extended VIKOR method under linguistic information , 2016, Appl. Soft Comput..

[28]  Luc Hens,et al.  The Johannesburg Conference , 2003 .

[29]  B. Littig,et al.  Social sustainability: a catchword between political pragmatism and social theory , 2005 .

[30]  Ardeshir Bahreininejad,et al.  Sustainable supplier selection: A ranking model based on fuzzy inference system , 2012, Appl. Soft Comput..

[31]  A. R. Singh,et al.  Fuzzy Kano Integrated MCDM Approach for Supplier Selection Based on Must Be Criteria , 2017 .

[32]  Yu-Cheng Lee,et al.  Quality function deployment implementation based on Fuzzy Kano model: An application in PLM system , 2008, Comput. Ind. Eng..

[33]  Masoud Rahiminezhad Galankashi,et al.  Supplier selection in automobile industry: A mixed balanced scorecard–fuzzy AHP approach , 2016 .

[34]  Stephen Mckenzie Social sustainability: towards some definitions , 2004 .

[35]  Sun Wei,et al.  An innovative integration of fuzzy-logic and systems dynamics in sustainable supplier selection: A case on manufacturing industry , 2015, Comput. Ind. Eng..

[36]  Naveen Jain,et al.  Integrated methodology for supplier selection in supply chain management , 2016, 2016 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM).

[37]  Madjid Tavana,et al.  An application of an integrated ANP–QFD framework for sustainable supplier selection , 2017 .

[38]  S. H. Cheraghi,et al.  Critical Success Factors For Supplier Selection: An Update , 2011 .

[39]  Chih-Hsuan Wang,et al.  Integrating fuzzy Kano model with importance-performance analysis to identify the key determinants of customer retention for airline services , 2016 .

[40]  Mark Goh,et al.  Decision Mechanism for Supplier Selection Under Sustainability , 2017, Int. J. Inf. Technol. Decis. Mak..

[41]  Ehsan Pourjavad,et al.  The Application of Mamdani Fuzzy Inference System in Evaluating Green Supply Chain Management Performance , 2018, Int. J. Fuzzy Syst..

[42]  Kuan Yew Wong,et al.  A decision support model for sustainable supplier selection in sustainable supply chain management , 2017, Comput. Ind. Eng..

[43]  Christian Rössl,et al.  Realistic virtual intracranial stenting and computational fluid dynamics for treatment analysis. , 2013, Journal of biomechanics.

[44]  Vinay Sharma,et al.  Supply Chain Social Sustainability: A Comparative Case Analysis in Indian Manufacturing Industries , 2015 .

[45]  Joseph Sarkis,et al.  Integrating sustainability into supplier selection with grey system and rough set methodologies , 2010 .

[46]  Mamunur Rashid,et al.  A REVIEW OF STATE-OF-ART ON KANO MODEL FOR RESEARCH DIRECTION , 2011 .

[47]  A. Shahin,et al.  Estimating customer lifetime value for new product development based on the Kano model with a case study in automobile industry , 2015 .

[48]  Nani Pajunen,et al.  Social sustainability performance indicators – experiences from process industry , 2015 .

[49]  Jens J. Dahlgaard,et al.  Theory of attractive quality and the Kano methodology – the past, the present, and the future , 2013 .

[50]  Josip Mikulić,et al.  The Kano Model – A Review of its Application in Marketing Research from 1984 to 2006 , 2008 .

[51]  Álvaro Page,et al.  Kano’s model in Kansei Engineering to evaluate subjective real estate consumer preferences , 2011 .

[52]  Juite Wang,et al.  Combining fuzzy AHP and fuzzy Kano to optimize product varieties for smart cameras: A zero-one integer programming perspective , 2014, Appl. Soft Comput..

[53]  C. Manski The Use of Intentions Data to Predict Behavior: A Best-Case Analysis , 1990 .

[54]  Chandra Prakash Garg,et al.  An integrated framework for sustainable supplier selection and evaluation in supply chains , 2017 .

[55]  Muhamad Zameri Mat Saman,et al.  Sustainable Supplier Selection based on Self-organizing Map Neural Network and Multi Criteria Decision Making Approaches☆ , 2012 .

[56]  Thomas J. Goldsby,et al.  Supply chain risks: a review and typology , 2009 .

[57]  Luc Hens,et al.  The World Summit on Sustainable Development : the Johannesburg Conference , 2005 .

[58]  Samir K. Srivastava,et al.  Green Supply-Chain Management: A State-of-the-Art Literature Review , 2007 .

[59]  Millie Pant,et al.  Integrating DEA with DE and MODE for sustainable supplier selection , 2017, J. Comput. Sci..

[60]  Arash Shahin,et al.  A novel approach for supplier selection based on the Kano model and fuzzy MCDM , 2013 .

[61]  Tsu-Ming Yeh,et al.  Classifying restaurant service quality attributes by using Kano model and IPA approach , 2018 .

[62]  Madeleine E. Pullman,et al.  AN ANALYSIS OF THE SUPPLIER SELECTION PROCESS , 1998 .

[63]  Gary W. Dickson,et al.  AN ANALYSIS OF VENDOR SELECTION SYSTEMS AND DECISIONS , 1966 .

[64]  John Tookey,et al.  EVOLVING TRENDS OF SUPPLIER SELECTION CRITERIA AND METHODS , 2011 .

[65]  Lars Witell,et al.  Two Decades of Using Kano's Theory of Attractive Quality: A Literature Review , 2008 .

[66]  Cathal Heavey,et al.  An Integrated Approach for Sustainable Supplier Selection Using Fuzzy Logic and Fuzzy AHP , 2013 .

[67]  S. K. Chaharsooghi,et al.  Sustainable Supplier Performance Evaluation and Selection with Neofuzzy TOPSIS Method , 2014, International scholarly research notices.

[68]  Rajeev Jain,et al.  Integration of Kano’s Model into quality function deployment (QFD) , 2011 .

[69]  Benjamin T. Hazen,et al.  Supply chain social sustainability for developing nations: Evidence from India , 2016 .

[70]  W. A. Dempsey Vendor selection and the buying process , 1978 .

[71]  Kannan Govindan,et al.  Multi criteria decision making approaches for green supplier evaluation and selection: a literature review , 2015 .

[72]  Gülçin Büyüközkan,et al.  A novel fuzzy multi-criteria decision framework for sustainable supplier selection with incomplete information , 2011, Comput. Ind..

[73]  E. Wilson,et al.  The Relative Importance of Supplier Selection Criteria: A Review and Update , 1994 .