Abstract
The purpose of this article is to explore the intellectual structure of supply chain management area by employing a co-citation method. Data was collected (4652 articles and 145,242 references) from the Web of Science online database. Author productivity and 41 frequently cited articles were identified through citation and document co-citation analysis. The result of this study identified four core topics to supply chain management research: sustainable supply chain management, strategic competition, value of information, and development of supply chain management. This study illustrates the shift in the intellectual structure of SCM, indicating research priorities, such as sustainability in supply chain management, relationships among organisations, the bullwhip effect within the supply chain, and performance measurement in supply chain management. This study implies that managers should expend effort formulating effective performance measurements in supply chain management and share information within the supply chain to mitigate the bullwhip effect.
References
Ageron, B., Gunasekaran, A., & Spalanzani, A. (2012). Sustainable supply management: An empirical study. International Journal of Production Economics, 140(1), 168–182.
Anderson, J. C., & Gerbing, D. W. (1988). Structural equation modeling in practice: A review and recommended two-step approach. Psychological Bulletin, 103(3), 411–423.
Anderson, J. C., & Narus, J. A. (1990). A model of distributor firm and manufacturer firm working partnerships. Journal of Marketing, 54(1), 42–58.
Armstrong, J. S., & Overton, T. S. (1977). Estimating nonresponse bias in mail surveys. Journal of Marketing Research, 14(3), 396–402.
Ashby, A., Leat, M., & Hudson-Smith, M. (2012). Making connections: A review of supply chain management and sustainability literature. Supply Chain Management: An International Journal, 17(5), 497–516.
Barney, J. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17(1), 99–120.
Beamon, B. M. (1998). Supply chain design and analysis: Models and methods. International Journal of Production Economics, 55(3), 281–294.
Beamon, B. M. (1999). Measuring supply chain performance. International Journal of Operations and Production Management, 19(3), 275–292.
Björklund, M., Martinsen, U., & Abrahamsson, M. (2012). Performance measurements in the greening of supply chains. Supply Chain Management: An International Journal, 17(1), 29–39.
Cachon, G. P., & Fisher, M. (2000). Supply chain inventory management and the value of shared information. Management Science, 46(8), 1032–1048.
Carr, A. S., & Pearson, J. N. (1999). Strategically managed buyer–supplier relationships and performance outcomes. Journal of Operations Management, 17(5), 497–519.
Charvet, F. F., Cooper, M. C., & Gardner, J. T. (2007). The intellectual structure of supply chain management: A bibliometric approach. Journal of Business Logistics, 29(1), 47–73.
Chen, F., Drezner, Z., Ryan, J. K., & Simchi-Levi, D. (2000). Quantifying the bullwhip effect in a simple supply chain: The impact of forecasting, lead times, and information. Management Science, 46(3), 436–443.
Chen, L.-C., & Lien, Y.-H. (2011). Using author co-citation analysis to examine the intellectual structure of e-learning: A MIS perspective. Scientometrics, 89(3), 867–886.
Chen, I. J., & Paulraj, A. (2004). Towards a theory of supply chain management: The constructs and measurements. Journal of Operations Management, 22(2), 119–150.
Christopher, M. (2000). The agile supply chain: Competing in volatile markets. Industrial Marketing Management, 29(1), 37–44.
Churchill, G. A. (1979). A paradigm for developing better measures of marketing constructs. Journal of Marketing Research, 16(1), 64–73.
Colicchia, C., & Strozzi, F. (2012). Supply chain risk management: A new methodology for a systematic literature review. Supply Chain Management: An International Journal, 17(4), 403–418.
Cooper, M. C., Lambert, D. M., & Pagh, J. D. (1997). Supply chain management: More than a new name for logistics. The International Journal of Logistics Management, 8(1), 1–14.
Córdoba, J.-R., Pilkington, A., & Bernroider, E. W. (2012). Information systems as a discipline in the making: Comparing EJIS and MISQ between 1995 and 2008. European Journal of Information Systems, 21(5), 479–495.
Cousins, P. D., Lawson, B., & Squire, B. (2006). Supply chain management: Theory and practice—the emergence of an academic discipline? International Journal of Operations and Production Management, 26(7), 697–702.
Culnan, M. J. (1986). The intellectual development of management information systems, 1972–1982: A co-citation analysis. Management Science, 32(2), 156–172.
Culnan, M. J. (1987). Mapping the intellectual structure of MIS, 1980–1985: A co-citation analysis. MIS Quarterly, 11(3), 341–353.
Delbufalo, E. (2012). Outcomes of inter-organizational trust in supply chain relationships: A systematic literature review and a meta-analysis of the empirical evidence. Supply Chain Management: An International Journal, 17(4), 377–402.
Drucker, P. F. (1998, October 5). Management's new paradigms. Forbes Magazine, 152–177.
Dwyer, F. R., Schurr, P. H., & Oh, S. (1987). Developing buyer–seller relationships. The Journal of Marketing, 51(2), 11–27.
Dyer, J. H., & Singh, H. (1998). The relational view: Cooperative strategy and sources of interorganizational competitive advantage. The Academy of Management Review, 23(4), 660–679.
Eisenhardt, K. M. (1989). Building theories from case study research. The Academy of Management Review, 14(4), 532–550.
Eom, S. B. (1998). The intellectual development and structure of decision support systems (1991–1995). Omega, 26(5), 639–657.
Fisher, M. (1997). What is the right supply chain for your product? Harvard Business Review, 75(2), 105–114.
Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50.
Frohlich, M. T., & Westbrook, R. (2001). Arcs of integration: An international study of supply chain strategies. Journal of Operations Management, 19(2), 185–200.
Ganesan, S. (1994). Determinants of long-term orientation in buyer–seller relationships. Journal of Marketing, 58(2), 1–19.
Gavirneni, S., Kapuscinski, R., & Tayur, S. (1999). Value of information in capacitated supply chains. Management Science, 45(1), 16–24.
Georgi, C., Darkow, I.-L., & Kotzab, H. (2010). The intellectual foundation of the journal of business logistics and its evolution between 1978 and 2007. Journal of Business Logistics, 31(2), 63–109.
Giannakis, M. (2012). The intellectual structure of the supply chain management discipline: A citation and social network analysis. Journal of Enterprise Information Management, 25(2), 136–169.
Gimenez, C., & Tachizawa, E. M. (2012). Extending sustainability to suppliers: A systematic literature review. Supply Chain Management: An International Journal, 17(5), 531–543.
Green, K. W., Jr, Zelbst, P. J., Meacham, J., & Bhadauria, V. S. (2012). Green supply chain management practices: Impact on performance. Supply Chain Management: An International Journal, 17(3), 290–305.
Gunasekaran, A., Patel, C., & McGaughey, R. E. (2004). A framework for supply chain performance measurement. International Journal of Production Economics, 87(3), 333–347.
Gunasekaran, A., Patel, C., & Tirtiroglu, E. (2001). Performance measures and metrics in a supply chain environment. International Journal of Operations and Production Management, 21(1/2), 71–87.
Handfield, R. B., & Nichols, E. L. J. (1999). Introduction to supply chain management (1st ed.). New Jersey: Prentice Hall PTR.
Harland, C. M. (1996). Supply chain management: Relationships, chains and networks. British Journal of Management, 7, S63–S80.
Harland, C., Lamming, R., Walker, H., Phillips, W., Caldwell, N., Johnsen, T., et al. (2006). Supply management: Is it a discipline? International Journal of Operations and Production Management, 26(7), 730–753.
Hsiao, C. H., & Yang, C. (2011). The intellectual development of the technology acceptance model: A co-citation analysis. International Journal of Information Management, 31(2), 128–136.
Keen, P. G. W. (1980). MIS research: Reference disciplines and a cumulative tradition. In E. R. McLean (Ed.), Proceeding of the first International Conference on Information Systems (pp. 9–18). Philadelphia: ACM Press.
Kruskal, J. B. (1964). Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis. Psychometrika, 29(1), 1–27.
Lambert, D. M., & Cooper, M. C. (2000). Issues in supply chain management. Industrial Marketing Management, 29(1), 65–83.
Lambert, D. M., Cooper, M. C., & Pagh, J. D. (1998). Supply chain management: Implementation issues and research opportunities. The International Journal of Logistics Management, 9(2), 1–20.
Lee, H. L., Padmanabhan, V., & Whang, S. (1997a). The bullwhip effect in supply chains. Sloan Management Review, 38(3), 93–102.
Lee, H. L., Padmanabhan, V., & Whang, S. (1997b). Information distortion in a supply chain: The bullwhip effect. Management Science, 43(4), 546–558.
Lee, H. L., So, K. C., & Tang, C. S. (2000). The value of information sharing in a two-level supply chain. Management Science, 46(5), 626–643.
Leydesdorff, L., & Vaughan, L. (2006). Co-occurrence matrices and their applications in information science: Extending ACA to the Web environment. Journal of the American Society for Information Science and Technology, 57(12), 1616–1628.
Lummus, R. R., & Vokurka, R. J. (1999). Defining supply chain management: A historical perspective and practical guidelines. Industrial Management and Data Systems, 99(1), 11–17.
Ma, Z., & Yu, K.-H. (2010). Research paradigms of contemporary knowledge management studies: 1998–2007. Journal of Knowledge Management, 14(2), 175–189.
McCain, K. W. (1990). Mapping authors in intellectual space: A technical overview. Journal of the American Society for Information Science, 41(6), 433–443.
McCain, K. W. (1991). Core journal networks and cocitation maps: New bibliometric tools for serials research and management. The Library Quarterly, 61(3), 311–336.
Mentzer, J. T., DeWitt, W., Keebler, J. S., Min, S., Nix, N. W., Smith, C. D., & Zacharia, Z. G. (2001). Defining supply chain management. Journal of Business Logistics, 22(2), 1–25.
Morgan, R. M., & Hunt, S. D. (1994). The commitment-trust theory of relationship marketing. Journal of Marketing, 58(3), 20–38.
Oliver, R. K., & Webber, M. D. (1982). Supply-chain management: Logistics catches up with strategy. Outlook, 5(1), 42–47.
Podsakoff, P. M., MacKenzie, S. B., Lee, J.-Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879–903.
Podsakoff, P. M., & Organ, D. W. (1986). Self-reports in organizational research: Problems and prospects. Journal of Management, 12(4), 531–544.
Prahalad, C. K., & Hamel, G. (1990). The core competence of the corporation. Harvard Business Review, 68(3), 79–91.
Pratt, J. A., Hauser, K., & Sugimoto, C. R. (2012). Defining the intellectual structure of information systems and related college of business disciplines: A bibliometric analysis. Scientometrics, 93(2), 279–304.
Rao, P., & Holt, D. (2005). Do green supply chains lead to competitiveness and economic performance? International Journal of Operations and Production Management, 25(9), 898–916.
Rorissa, A., & Yuan, X. (2012). Visualizing and mapping the intellectual structure of information retrieval. Information Processing and Management, 48(1), 120–135.
Sarkis, J. (2003). A strategic decision framework for green supply chain management. Journal of Cleaner Production, 11(4), 397–409.
Seuring, S., & Müller, M. (2008). From a literature review to a conceptual framework for sustainable supply chain management. Journal of Cleaner Production, 16(15), 1699–1710.
Shiau, W.-L., & Dwivedi, Y. K. (2013). Citation and co-citation analysis to identify core and emerging knowledge in electronic commerce research. Scientometrics, 94(3), 1317–1337.
Small, H. (1973). Co-citation in the scientific literature: A new measure of the relationship between two documents. Journal of the American Society for information Science, 24(4), 265–269.
Srivastava, S. K. (2007). Green supply-chain management: A state-of-the-art literature review. International Journal of Management Reviews, 9(1), 53–80.
Sterman, J. D. (1989). Modeling managerial behavior: Misperceptions of feedback in a dynamic decision making experiment. Management Science, 35(3), 321–339.
Tan, K. C. (2001). A framework of supply chain management literature. European Journal of Purchasing and Supply Management, 7(1), 39–48.
Thomas, D. J., & Griffin, P. M. (1996). Coordinated supply chain management. European Journal of Operational Research, 94(1), 1–15.
Vickery, S. K., Jayaram, J., Droge, C., & Calantone, R. (2003). The effects of an integrative supply chain strategy on customer service and financial performance: An analysis of direct versus indirect relationships. Journal of Operations Management, 21(5), 523–539.
Voss, C., Tsikriktsis, N., Frohlich, M., & Sridhar, M. S. (2002). Case research in operations management. International Journal of Operations and Production Management, 22(2), 195–219.
Wernerfelt, B. (1984). A resource-based view of the firm. Strategic Management Journal, 5(2), 171–180.
White, H. (1990). Author co-citation analysis: Overview and defense. In C. Borgman (Ed.), Scholarly Communication and Bibliometrics SAGE (pp. 84–106).
White, H. D. (2003). Author cocitation analysis and Pearson’s r. Journal of the American Society for Information Science and Technology, 54(13), 1250–1259.
White, H. D., & Griffith, B. C. (1981). Author cocitation: A literature measure of intellectual structure. Journal of the American Society for information Science, 32(3), 163–171.
Wong, C., Skipworth, H., Godsell, J., & Achimugu, N. (2012). Towards a theory of supply chain alignment enablers: A systematic literature review. Supply Chain Management: An International Journal, 17(4), 419–437.
Zhu, Q., & Sarkis, J. (2004). Relationships between operational practices and performance among early adopters of green supply chain management practices in Chinese manufacturing enterprises. Journal of Operations Management, 22(3), 265–289.
Author information
Authors and Affiliations
Corresponding author
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Shiau, WL., Dwivedi, Y.K. & Tsai, CH. Supply chain management: exploring the intellectual structure. Scientometrics 105, 215–230 (2015). https://doi.org/10.1007/s11192-015-1680-9
Received:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11192-015-1680-9