A Structural Approach to Measuring Uncertainty in Supply Chains

Supply-chain management is a complex process because of the many uncertainties it involves. The uncertainty associated with inter-organizational coordination comes about when the activities of supply-chain participants are not in harmony. Recent developments in e-commerce have contributed to Internet-based solutions to this problem. Applying e-commerce solutions to the supply chain can increase the efficiency of coordination and resource integration among partners. Because the effectiveness of e-commerce systems depends on whether the problems that disrupt supply-chain integration can be overcome, diagnosing supply-chain problems is important in deploying e-commerce solutions. This study uses a structural approach to measure supply-chain uncertainty. The results produce a validated uncertainty scale that can help in diagnosing supply-chain problems. The suggested uncertainty constructs can be incorporated into a performance-evaluation scheme for e-commerce systems that can help in monitoring and assessing supply-chain performance to ensure that the objective of supply-chain integration is met.

[1]  Anol Bhattacherjee,et al.  Individual Trust in Online Firms: Scale Development and Initial Test , 2002, J. Manag. Inf. Syst..

[2]  ManMohan S. Sodhi,et al.  Special Issue: OR/MS and E-Business: Applications and Opportunities for Operations Research in Internet-Enabled Supply Chains and Electronic Marketplaces , 2001, Interfaces.

[3]  Justin Tan,et al.  Environment-Strategy Relationship and its Performance Implications: An Empirical Study of Chinese Electronics Industry , 1994 .

[4]  Anand Swaminathan,et al.  Organizational Evolution in the interorganizational Environment: Incentives and Constraints on International Expansion Strategy , 1998 .

[5]  Fu-Ren Lin,et al.  Effects of information sharing on supply chain performance in electronic commerce , 2002, IEEE Trans. Engineering Management.

[6]  D. Lambert,et al.  Issues in Supply Chain Management , 2000 .

[7]  Michael J. Shaw,et al.  Reengineering the Order Fulfillment Process in Supply Chain Networks , 1996 .

[8]  Xianggui Qu,et al.  Multivariate Data Analysis , 2007, Technometrics.

[9]  R. Duncan Characteristics of Organizational Environments and Perceived Environmental Uncertainty. , 1972 .

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

[11]  Jayashankar M. Swaminathan,et al.  Models for Supply Chains in E-Business , 2003, Manag. Sci..

[12]  M. Shaw,et al.  The impact of information sharing on order fulfillment in divergent differentiation supply chains , 1999 .

[13]  John Fraser,et al.  The strategic challenge of electronic commerce , 2000 .

[14]  Lawrence R. Jauch,et al.  Strategic management of uncertainty , 1986 .

[15]  Hau L. Lee Managing supply chain inventory: Pitfalls and opportunities , 1992 .

[16]  Mark Goh,et al.  Purchase-Related Factors and Buying Center Structure , 1999 .

[17]  Jacob Wijngaard,et al.  Complexity and uncertainty of materials procurement in assembly situations , 1996 .

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

[19]  D. Gerwin Manufacturing flexibility: a strategic perspective , 1993 .

[20]  Wendy K. Smith,et al.  A Structural Approach to Assessing Innovation: Construct Development of Innovation Locus, Type, and Characteristics , 2002, Manag. Sci..

[21]  JoAnne Yates,et al.  Electronic markets and electronic hierarchies , 1987, CACM.

[22]  A. Khurana Managing Complex Production Processes , 1999 .

[23]  M. E. Johnson,et al.  E‐BUSINESS AND SUPPLY CHAIN MANAGEMENT: AN OVERVIEW AND FRAMEWORK , 2002 .

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

[25]  C. H. Lawshe A QUANTITATIVE APPROACH TO CONTENT VALIDITY , 1975 .

[26]  M. Fisher What is the Right Supply Chain for Your Product , 1997 .

[27]  A. V. D. Ven,et al.  Central perspectives and debates in organization theory. , 1983 .

[28]  Rong-Kwei Li,et al.  A heuristic rescheduling algorithm for computer-based production scheduling systems , 1993 .

[29]  S. Vickery,et al.  Supply Chain Flexibility: An Empirical Study , 1999 .

[30]  R. Bagozzi,et al.  On the evaluation of structural equation models , 1988 .

[31]  Philip M. Kaminsky,et al.  Designing and managing the supply chain : concepts, strategies, and case studies , 2007 .

[32]  Michael J. Shaw,et al.  A Study of the Value and Impact of B2B E-Commerce: The Case of Web-Based Procurement , 2002, Int. J. Electron. Commer..

[33]  D. Clay Whybark,et al.  MATERIAL REQUIREMENTS PLANNING UNDER UNCERTAINTY , 1976 .

[34]  Mariëlle den Hengst,et al.  The Impact of Electronic Commerce on Interorganizational Coordination: A Framework from Theory Applied to the Container-Transport Industry , 2002, Int. J. Electron. Commer..

[35]  Torger Reve,et al.  Organizational buying in the offshore oil industry , 1982 .

[36]  Herbert Kotzab,et al.  The development and empirical validation of an e-based supply chain strategy optimization model , 2003, Ind. Manag. Data Syst..

[37]  P. Humphreys,et al.  Electronic commerce: supporting collaboration in the supply chain? , 2003 .

[38]  H.L. Lee,et al.  Aligning Supply Chain Strategies with Product Uncertainties , 2002, IEEE Engineering Management Review.

[39]  Vladimir Zwass,et al.  Electronic Commerce: Structures and Issues , 1996, Int. J. Electron. Commer..

[40]  Paul M. Swamidass,et al.  Manufacturing strategy, environmental uncertainty and performance: a path analytic model , 1987 .

[41]  Chin-Fu Ho,et al.  A contingency theoretical model of manufacturing strategy , 1996 .

[42]  James J. Chrisman,et al.  International Strategy and Environment: An Assessment of the Performance Relationship , 1994 .

[43]  Wynne W. Chin,et al.  Advancing the Theory of Adaptive Structuration: The Development of a Scale to Measure Faithfulness of Appropriation , 1997, Inf. Syst. Res..

[44]  T. Davis Effective supply chain management , 2020, Strategic Direction.