A structural equation model for analyzing the impact of ERP on SCM

Enterprise resource planning (ERP) and supply chain management (SCM) represent important information technology investment options for operation or IT managers, and have been acclaimed in the practitioner and academic literature for their potential to improve business performance. The purpose of this article is to provide further insights into the adoption of ERP systems and the impacts on firm competence in SCM. We propose a model featuring ERP benefits to firm competences in supply chain management. We also hypothesize that three constructs of ERP benefits positively impact firm competences in SCM. To clarify the relationships among these constructs, structural equation model (SEM) is conducted to examine the model fit and nine hypotheses. The SEM results clearly demonstrate that there exist close interrelations among the benefits of implementing ERP systems and firm competences in SCM. The data from Taiwanese IT firms was collected through interviewing of experts and surveys. The results provide empirical evidence that the beneficial impacts of ERP on the supply chain do lead to better overall SCM competence. That evidence confirms that operational benefits, business process and management benefits, and strategic IT planning benefits of ERP in turn enhance firm competences of SCM in operational process integration, customer and relationship integration, and planning and control process integration.

[1]  Michael R. Mullen Diagnosing Measurement Equivalence in Cross-National Research , 1995 .

[2]  Albert H. Segars,et al.  Strategic Information Systems Planning Success: An Investigation of the Construct and Its Measurement , 1998, MIS Q..

[3]  B. Byrne A Primer of Lisrel: Basic Applications and Programming for Confirmatory Factor Analytic Models , 1989 .

[4]  Chen-Tung Chen,et al.  Order-fulfillment ability analysis in the supply-chain system with fuzzy operation times , 2006 .

[5]  T. Davenport Putting the enterprise into the enterprise system. , 1998, Harvard business review.

[6]  Shoshana Zuboff Automatefin-fonnate: The two faces of intelligent technology , 1985 .

[7]  Gilbert A. Churchill A Paradigm for Developing Better Measures of Marketing Constructs , 1979 .

[8]  W. C. Benton,et al.  The influence of power driven buyer/seller relationships on supply chain satisfaction , 2005 .

[9]  Brian T. Pentland,et al.  Use and productivity in personal computing , 1989, ICIS '89.

[10]  Terry Anthony Byrd,et al.  Examining possible antecedents of IT impact on the supply chain and its effect on firm performance , 2003, Inf. Manag..

[11]  Peter B. Seddon,et al.  A Comprehensive Framework for Classifying the Benefits of ERP Systems , 2000 .

[12]  P. J. Byrne,et al.  The impact of information sharing and forecasting in capacitated industrial supply chains: A case study , 2006 .

[13]  N. Karacapilidis,et al.  Enhanced supply chain management for e-business transactions , 2004 .

[14]  Chun-Yen Chang,et al.  Made By Taiwan: Booming in the Information Technology Era , 2001 .

[15]  R. Narasimhan,et al.  Effect of supply chain integration on the relationship between diversification and performance: evidence from Japanese and Korean firms , 2002 .

[16]  William R. King,et al.  Key Dimensions of Facilitators and Inhibitors for the Strategic Use of Information Technology , 1996, J. Manag. Inf. Syst..

[17]  George A. Marcoulides,et al.  Modern methods for business research , 1998 .

[18]  L. Ellram Supply‐Chain Management: The Industrial Organisation Perspective , 1991 .

[19]  Paul A. Strassmann,et al.  The Business Value of Computers: An Executive's Guide , 1990 .

[20]  D. Burt,et al.  Purchasing and supply management : text and cases , 1996 .

[21]  Asli Yagmur Akbulut,et al.  The role of ERP tools in supply chain information sharing, cooperation, and cost optimization , 2005 .

[22]  L. Powell,et al.  Haemochromatosis in the new millennium. , 2000, Journal of hepatology.

[23]  M. Markus,et al.  The Enterprise System Experience— From Adoption to Success , 2000 .

[24]  James E. Hunton,et al.  A balanced scorecard based framework for assessing the strategic impacts of ERP systems , 2005, Comput. Ind..

[25]  Ben Light,et al.  A Critical Success Factors Model for ERP Implementation , 1999, IEEE Softw..

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

[27]  M. Lynne Markus,et al.  Multisite ERP Implementations. , 2000 .

[28]  Varun Grover,et al.  Strategic Information Systems Revisited: A Study in Sustainability and Performance , 1994, MIS Q..

[29]  Zillur Rahman,et al.  Internet-based supply chain management: using the Internet to revolutionize your business , 2003, Int. J. Inf. Manag..

[30]  Aleda V. Roth,et al.  Enterprise Resource Planning (ERP) Competence Constructs: Two-Stage Multi-Item Scale Development and Validation , 2002, Decis. Sci..

[31]  Mehmet Mehmetoglu,et al.  Partial Least Squares Approach to Structural Equation Modeling for Tourism Research , 2012 .

[32]  R. V. Hoek Clockspeed: Winning Industry Control in the Age of Temporary Advantage , 2000 .

[33]  Varun Grover,et al.  Strategic Information Systems Planning: Planning System Dimensions, Internal Coalignment, and Implications for Planning Effectiveness , 1998 .

[34]  P. Strassmann The business value of computers , 1990 .

[35]  Karl G. Jöreskog,et al.  Lisrel 8: Structural Equation Modeling With the Simplis Command Language , 1993 .

[36]  Prasad Bingi,et al.  Critical Issues Affecting an ERP Implementation , 1999, Inf. Syst. Manag..

[37]  G. Stalk,et al.  Competing on capabilities: the new rules of corporate strategy. , 1992, Harvard business review.

[38]  Yi-Kuei Lin,et al.  On performance evaluation of ERP systems with fuzzy mathematics , 2009, Expert Syst. Appl..

[39]  M. Browne,et al.  Alternative Ways of Assessing Model Fit , 1992 .

[40]  E. Ertugrul Karsak,et al.  An integrated decision making approach for ERP system selection , 2009, Expert Syst. Appl..

[41]  Varun Grover,et al.  An Empirically Derived Taxonomy of Information Technology Structure and Its Relationship to Organizational Structure , 1996, J. Manag. Inf. Syst..

[42]  Daniel F. Lynch,et al.  Public Policy and Global Supply Chain Capabilities and Performance: A Resource-Based View , 2002 .

[43]  S. Deshmukh,et al.  Application of principles of event related open systems to business process reengineering , 2003, Comput. Ind. Eng..

[44]  Tung-Ching Lin,et al.  Exploring source of the variety in organizational innovation adoption issues - An empirical study of managers' label on knowledge management project issues in Taiwan , 2009, Expert Syst. Appl..

[45]  M. Lynne Markus,et al.  Enterprise resource planning: multisite ERP implementations , 2000, CACM.

[46]  Lorin M. Hitt,et al.  Productivity, Business Profitability, and Consumer Surplus: Three Different Measures of Information Technology Value , 1996, MIS Q..

[47]  Diane A. Mollenkopf,et al.  A global supply chain framework , 2004 .

[48]  Larry J. Williams,et al.  Antecedents and consequences of satisfaction and commitment in turnover models: A reanalysis using latent variable structural equation methods. , 1986 .

[49]  C. Prahalad,et al.  The core competence of the corporation’, Harvard Business Review, Vol. pp. . , 1990 .

[50]  J. Hair Multivariate data analysis , 1972 .

[51]  S. Koh,et al.  ERP II: The involvement, benefits and impediments of collaborative information sharing , 2008 .

[52]  Detmar W. Straub,et al.  Validation in Information Systems Research: A State-of-the-Art Assessment , 2001, MIS Q..

[53]  M. Wade,et al.  Review: the resource-based view and information systems research: review, extension, and suggestions for future research , 2004 .

[54]  T. Stank,et al.  21st Century Logistics: Making Supply chain Integration a Reality , 1999 .

[55]  Enver Yücesan,et al.  The impact of ERP on supply chain management: Exploratory findings from a European Delphi study , 2003, Eur. J. Oper. Res..

[56]  George L. Kovács,et al.  A planning and management infrastructure for large, complex, distributed projects - beyond ERP and SCM , 2003, Comput. Ind..

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

[58]  Hau L. Lee,et al.  Material Management in Decentralized Supply Chains , 1993, Oper. Res..

[59]  Sunder Kekre,et al.  Business Value of Information Technology: A Study of Electronic Data Interchange , 1995, MIS Q..

[60]  Prashant C. Palvia,et al.  EDI in strategic supply chain: impact on customer service , 2001, Int. J. Inf. Manag..

[61]  Juan Pablo Antún,et al.  Linking logistics to strategy in Argentina , 2002 .

[62]  Shailendra C. Palvia,et al.  Improvement in Operational Efficiency Due to ERP Systems Implementation: Truth or Myth? , 2006, Inf. Resour. Manag. J..

[63]  Michael R. Wade,et al.  The Resource-Based View and Information Systems Research: Review, Extension, and Suggestions for Future Research , 2004, MIS Q..

[64]  David C. Yen,et al.  A neural network evaluation model for ERP performance from SCM perspective to enhance enterprise competitive advantage , 2008, Expert Syst. Appl..

[65]  S. Roach Services under siege--the restructuring imperative. , 1991, Harvard business review.