An empirical investigation of supply chain management excellence framework in Indian manufacturing industry

There are no standard constructs or pillars of SCM excellence in literature, based on review of 57 SCM framework articles identified from 21 peer reviewed journals, which revealed that none of the constructs exhibited frequent repetition. This meant that none of the construct can be considered as a standard pillar of SCM. Thus in order to establish pillars of SCM excellence, an empirical investigation is carried out in the Indian manufacturing industry. A survey questionnaire was used to collect responses from the Indian manufacturing industry. The observed variables were subjected to principal component analysis (PCA) to find out underlying pillars of SCM excellence. The SCM excellence framework was found to be consisting of nine pillars. The framework of SCM excellence was then subjected to evaluation of reliability of pillars, followed by examining their construct, convergent and discriminant validity. The nine pillars of SCM excellence obtained after PCA, exhibited 204 constructs. Later when the reliability of each pillar was maximized, the number of constructs reduced to 133. The final cronbach's alpha values for these nine pillars ranged from 0.71 to 0.94, which is considered to be a good indicator of reliability of the scale. The examination of convergent and discriminant validity established the SCM excellence framework in Indian manufacturing industry. The study presented in the paper is unique, since such an attempt to derive pillars of SCM excellence, and empirical investigation of SCM excellence framework in Indian manufacturing industry has never been attempted in extant literature.

[1]  M.-F. Yang,et al.  Considering single-vendor and multiple-buyers integrated supply chain inventory model with lead time reduction , 2011 .

[2]  Gregory M. Magnan,et al.  The rhetoric and reality of supply chain integration , 2002 .

[3]  Barbara B. Flynn,et al.  Empirical research methods in operations management , 1990 .

[4]  Chad W. Autry,et al.  The new supply chain agenda: a synopsis and directions for future research , 2011 .

[5]  Peter Hines,et al.  Strategic operations planning process for manufacturers with a supply chain focus: concepts and a meat processing application , 2002 .

[6]  Mihailo Ristic,et al.  System for enhancing supply chain agility through exception handling , 2003 .

[7]  Zulkifli Mohamed Udin,et al.  A collaborative supply chain management framework: Part 1 - planning stage , 2006, Bus. Process. Manag. J..

[8]  Kristopher J Preacher,et al.  Sample Size in Factor Analysis: The Role of Model Error , 2001, Multivariate behavioral research.

[9]  Barbara M. Byrne,et al.  Structural equation modeling with EQS : basic concepts, applications, and programming , 2000 .

[10]  F Turner Managing the Supply Chain , 1987 .

[11]  T.C.E. Cheng,et al.  Identifying potential barriers to total quality management using principal component analysis and correspondence analysis , 1997 .

[12]  John T. Mentzer,et al.  The new supply chain agenda : the five steps that drive real value , 2010 .

[13]  Jan Stentoft Arlbjørn,et al.  Assessing responsiveness of a volatile and seasonal supply chain: A case study , 2006 .

[14]  G. Hutcheson The Multivariate Social Scientist: Introductory Statistics Using Generalized Linear Models , 1999 .

[15]  Manisra Baramichai,et al.  Agile supply chain transformation matrix: an integrated tool for creating an agile enterprise , 2007 .

[16]  T. Simatupang,et al.  An integrative framework for supply chain collaboration , 2005 .

[17]  G. Stewart Supply chain performance benchmarking study reveals keys to supply chain excellence , 1995 .

[18]  Jayant V. Saraph,et al.  An Instrument for Measuring the Critical Factors of Quality Management , 1989 .

[19]  R. Handfield,et al.  Success factors in strategic supplier alliances: The buying company perspective , 1998 .

[20]  Richard G. Lomax,et al.  A Beginner's Guide to Structural Equation Modeling , 2022 .

[21]  Howard B. Lee,et al.  A first course in factor analysis , 1973 .

[22]  Brian Squire,et al.  Supply Chain Management: theory and practice - the emergence of an academic discipline? , 2006 .

[23]  Gunjan Soni,et al.  A critical review of supply chain management frameworks: proposed framework , 2013 .

[24]  F. Cucchiella,et al.  Risk management in supply chain: a real option approach , 2006 .

[25]  C. Fornell,et al.  Evaluating structural equation models with unobservable variables and measurement error. , 1981 .

[26]  R. MacCallum,et al.  Sample size in factor analysis. , 1999 .

[27]  G. Hutcheson The Multivariate Social Scientist , 1999 .

[28]  Hamid Noori,et al.  Making supply chain design the rational differentiating characteristic of the OEMs , 2008 .

[29]  S. G. Deshmukh,et al.  Reengineering of a supply chain management system: A case study , 2000 .

[30]  K. Lai,et al.  Responsive supply chain : A competitive strategy in a networked economy , 2008 .

[31]  Konstantinos G. Zografos,et al.  Development and Application of a Methodological Framework for Assessing Supply Chain Management Trends , 2001 .

[32]  Samuel H. Huang,et al.  Designing supply chains: Towards theory development , 2006 .

[33]  G. Stevens Integrating the Supply Chain , 1989 .

[34]  Dawn Ringrose Development of an organizational excellence framework , 2013 .

[35]  M. Christopher,et al.  Demand chain management-integrating marketing and supply chain management , 2007 .

[36]  Mohammed Saad,et al.  Managing the global supply chain:a SME perspective , 2006 .

[37]  W. Velicer,et al.  Affects of variable and subject sampling on factor pattern recovery. , 1998 .

[38]  M. Vlachopoulou,et al.  A conceptual framework for supply chain collaboration: empirical evidence from the agri‐food industry , 2007 .

[39]  V. Lo,et al.  Practical framework for strategic alliance in Pearl River Delta manufacturing supply chain: A total quality approach , 2004 .

[40]  Gopal K. Kanji,et al.  Business Excellence model for supply chain management , 1999 .

[41]  T. Stank,et al.  Applying the strategy‐structure‐performance paradigm to the supply chain environment , 2005 .

[42]  Robert J. Vokurka,et al.  Mapping the future of supply chain management: a Delphi study , 2009 .

[43]  Kul Bhushan C. Saxena,et al.  Managing IT for world-class manufacturing: the Indian scenario , 2000, Int. J. Inf. Manag..

[44]  A. Gunasekaran,et al.  Software Agents: Enabling Dynamic Supply Chain Management for a Build to Order Product Line , 2002, International Conference on Internet Computing.

[45]  Jason W. Osborne,et al.  Best practices in exploratory factor analysis: four recommendations for getting the most from your analysis. , 2005 .

[46]  Nikolaos Bilalis,et al.  Benchmarking the competitiveness of industrial sectors , 2007 .

[47]  M. Christopher,et al.  Building the Resilient Supply Chain , 2004 .

[48]  Evangelia D. Fassoula,et al.  Transforming the supply chain , 2006 .

[49]  R. Handfield,et al.  The Green Supply Chain: Integrating Suppliers into Environmental Management Processes , 1998 .

[50]  Bernard Burnes,et al.  A composite framework of supply chain management and enterprise planning for small and medium‐sized manufacturing enterprises , 2008 .

[51]  Ching-Torng Lin,et al.  Agility index in the supply chain , 2006 .

[52]  C. Holland,et al.  Motorola's global financial supply chain strategy , 2013, HICSS 2013.

[53]  A. Wong,et al.  Achieving supply chain management excellence , 2003 .

[54]  Wesley S. Randall,et al.  Supply chain financing: using cash‐to‐cash variables to strengthen the supply chain , 2009 .

[55]  I. Chen,et al.  Towards a theory of supply chain management: the constructs and measurements , 2004 .

[56]  Theodore P. Stank,et al.  A framework for transportation decision making in an integrated supply chain , 2000 .

[57]  Vic Gilgeous,et al.  A framework for manufacturing excellence , 1999 .

[58]  Su Mi Dahlgaard-Park Decoding the code of excellence – for achieving sustainable excellence , 2009 .

[59]  T. Baines,et al.  Strategic positioning of manufacturing operations within global supply chains , 2010 .

[60]  Tenko Raykov,et al.  Issues in applied structural equation modeling research , 1995 .

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

[62]  Stephen G. West,et al.  Structural equation models with non-normal variables: Problems and remedies , 1995 .

[63]  Ismail Sila,et al.  An investigation of the total quality management survey based research published between 1989 and 2000: A literature review , 2002 .

[64]  Catherine L. Wang,et al.  The development and validation of the organisational innovativeness construct using confirmatory factor analysis , 2004 .

[65]  Christoph H. Loch,et al.  Industrial Excellence: Management Quality in Manufacturing , 2003 .

[66]  Balvir Talwar,et al.  Business excellence models and the path ahead , 2011 .

[67]  D. Lambert,et al.  SUPPLY CHAIN METRICS. , 2001 .

[68]  Keely L. Croxton,et al.  The Supply Chain Management Processes , 2001 .

[69]  Benita M. Beamon,et al.  A process quality model for the analysis, improvement and control of supply chain systems , 1998 .

[70]  B. Tabachnick,et al.  Using Multivariate Statistics , 1983 .

[71]  Rolph E. Anderson,et al.  Multivariate Data Analysis (7th ed. , 2009 .

[72]  J. Winch,et al.  Supply Chain Management: Strategy, Planning, and Operation , 2003 .

[73]  James C. Anderson,et al.  STRUCTURAL EQUATION MODELING IN PRACTICE: A REVIEW AND RECOMMENDED TWO-STEP APPROACH , 1988 .

[74]  Chandrasekharan Rajendran,et al.  An instrument for measuring total quality management implementation in manufacturing-based business units in India , 1999 .