An empirical investigation of the impact of strategic sourcing and flexibility on firm's supply chain agility
Tóm tắt
The purpose of this paper is to investigate two potentially key drivers of a firm's supply chain agility, namely strategic sourcing and firm's strategic flexibility. Despite some theoretical and conceptual works suggesting that some elements of these two constructs may relate to agility, this has not yet been assessed together empirically. This study aims to address this gap in the literature.
This study involves an empirical investigation of a theory‐based model based on the competence‐capability framework, and a dynamic capabilities theoretical perspective, where the internal competencies of strategic sourcing and firm's strategic flexibility relate to the dynamic capability of the firm's supply chain agility. This investigation also includes the testing of a possible mediation effect of firm's strategic flexibility on the relationship between strategic sourcing and the firm's supply chain agility. The model is tested utilizing data from 144 US manufacturing firms via partial least square methodology.
The results of the empirical study indicated that both strategic sourcing and firm's strategic flexibility were significantly related to the firm's supply chain agility. In addition, while a full mediation effect was not found on the part of strategic flexibility, there was evidence for partial mediation.
Given that the data are from specific US industries, the generalizability of current findings to other industries or countries may require additional investigation.
Given the attention paid to agility in terms of its importance to responding to business uncertainty, and more recently, as an important capability in managing supply chain disruption risks, this paper investigates how strategic sourcing and flexibility can contribute to agility.
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Tài liệu tham khảo
Agarwal, A., Shankar, R. and Tiwari, M.K. (2007), “Modeling agility of supply chain”, Industrial Marketing Manageent, Vol. 36 No. 4, pp. 443‐57.
Aitken, J., Christopher, M. and Towill, D.R. (2002), “Understanding, implementing and exploiting agility and leanness”, International Journal of Logistics Research and Applications, Vol. 5 No. 1, pp. 59‐74.
Andrews, K. (1987), The Concept of Corporate Strategy, 3rd ed., Dow Jones‐Irwin, Homewood, IL.
Armstrong, J.S. and Overton, T.S. (1977), “Estimating non‐response bias in mail surveys”, Journal of Marketing Research, Vol. 4 No. 3, pp. 396‐402.
Baker, P. (2008), “The design and operation of distribution centres within agile supply chains”, International Journal of Production Economics, Vol. 111 No. 1, pp. 27‐41.
Barclay, D., Thompson, R. and Higgins, C. (1995), “The partial least squares (PLS) approach to causal modeling: personal computer adoption and use and illustration”, Technology Studies, Vol. 2 No. 2, pp. 285‐309.
Baron, R.M. and Kenny, D.A. (1986), “The moderator‐mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations”, Journal of Personality and Social Psychology, Vol. 51 No. 6, pp. 1173‐82.
Beckman, S.L. (1990), “Manufacturing flexibility: the next source of competitive advantage”, in Moody, P.E. (Ed.), Strategic Manufacturing, Dow Jones‐Irwin, Homewood, IL.
Braunscheidel, M.J. and Suresh, N.C. (2009), “The organizational antecedents of a firm's supply chain agility for risk mitigation and response”, Journal of Operations Management, Vol. 27 No. 2, pp. 119‐40.
Carr, A.S. and Pearson, J.N. (1999), “Strategically managed buyer‐supplier relationships and performance outcomes”, Journal of Operations Management, Vol. 17 No. 5, pp. 497‐519.
Cavinato, J.L. (1991), “Evolving procurement organizations: logistics implications”, Journal of Business Logistics, Vol. 13 No. 1, pp. 22‐44.
Chen, I.J., Paulraj, A. and Lado, A.A. (2004), “Strategic purchasing, supply management, and firm performance”, Journal of Operations Management, Vol. 22 No. 5, pp. 439‐531.
Chin, W.W. (1998), “Issues and opinion on structural equation modeling”, MIS Quarterly, Vol. 22 No. 1, pp. vii‐xvi.
Christopher, M. (2000), “The agile supply chain: competing in volatile markets”, Industrial Marketing Management, Vol. 29 No. 1, pp. 37‐44.
Cohen, W.M. and Klepper, S. (1992), “The tradeoff between firm size and diversity in the pursuit of technological progress”, Small Business Economics, Vol. 4 No. 1, pp. 1‐14.
Das, A. (2001), “Towards theory building in manufacturing flexibility”, International Journal of Production Research, Vol. 39 No. 18, pp. 4153‐77.
Dillman, D.A. (1978), Mail and Telephone Surveys: The Total Design Methods, Wiley Interscience, New York, NY.
Duclos, L.K., Vokurka, R.J. and Lummus, R.R. (2003), “A conceptual model of supply chain flexibility”, Industrial Manageent & Data Systems, Vol. 103 No. 6, pp. 446‐56.
Dwyer, F.R., Shurr, P.H. and Oh, S. (1987), “Developing buyer‐seller relationships”, Journal of Marketing, Vol. 51 No. 2, pp. 11‐27.
Dyer, J.H. and Singh, H. (1998), “The relational view: cooperative strategy and sources of interorganizational competitive advantage”, Academy of Management Review, Vol. 23 No. 4, pp. 660‐79.
Efron, B. and Tibshirani, R.J. (1998), An Introduction to the Bootstrap, Chapman & Hall/CRC, Boca Raton, FL.
Eng, T.Y. (2005), “The influence of a firm's cross functional orientation on supply chain performance”, Journal of Supply Chain Management, Vol. 41 No. 4, pp. 4‐16.
Fisher, M.L. (1997), “What is the right supply chain for your product”, Harvard Business Review, Vol. 75 No. 2, pp. 105‐16.
Fornell, C. and Larcker, D. (1981), “Evaluating structural equation models with onobservable variables and measurement error”, Journal of Marketing Research, Vol. 18, pp. 39‐50.
Gefen, D. and Straub, D. (2005), “A practical guide to factorial validity using PLS‐graph: tutorial and annotated example”, Communications of the Association for Information Systems, Vol. 16, July, pp. 91‐109.
Gefen, D., Staub, D.W. and Boudreau, M. (2000), “Structural equation modeling and regression: guideliness for research practice”, Communications of the Association for Information Systems, Vol. 1 No. 7, pp. 1‐78.
Gonzalez‐Benito, J. (2007), “A theory of purchasing's contribution to business performance”, Journal of Operations Management, Vol. 25 No. 4, pp. 901‐17.
Hitt, M.A., Keats, B.W. and Demarie, S.M. (1998), “Navigating in the new competitive landscape: building strategic flexibility and competitive advantage in the 21st century”, Academy of Management Executive, Vol. 12 No. 4, pp. 22‐42.
Hu, X., Lin, Z., Whinston, A.B. and Zhang, H. (2004), “Hope or hype: on the viability of escrow services as trusted third parties in online action environments”, Information Systems Research, Vol. 15 No. 3, pp. 236‐49.
Kerlinger, F.N. (1973), Foundations of Behavioral Research, Holt, Rinehart, and Winston, Inc., New York, NY.
Khan, A.K. and Pillania, R.K. (2008), “Strategic sourcing for supply chain agility and firms' performance: a study of Indian manufacturing sector”, Management Decision, Vol. 46 No. 10, pp. 1508‐30.
Kocabasoglu, C. (2002), An Empirical Investigation of the Impact of Strategic Sourcing and E‐Procurement Practices on Supply Chain Performance, Department of Management Sciences and System. University at Buffalo, Buffalo, NY.
Kocabasoglu, C. and Suresh, N.C. (2006), “Strategic sourcing: an empirical investigation of the concept and its practices in US manufacturing firms”, Journal of Supply Chain Management, Vol. 42 No. 2, pp. 4‐16.
Komiak, S.Y.X. and Benbasat, I. (2004), “Understanding customer trust in agent‐mediated electronic commerce, web‐mediated electronic commerce, and traditional commerce”, Information Technology and Management, Vol. 5 Nos 1/2, pp. 181‐207.
Krafcik, J.F. (1988), “Triumph of the lean production system”, Sloan Management Review, Vol. 30 No. 1, pp. 41‐52.
Krause, D.R. (1999), “The antecedents of buying firms' efforts to improve suppliers”, Journal of Operations Management, Vol. 17 No. 2, pp. 205‐24.
Krause, D.R. and Scannell, T.V. (2002), “Supplier development practices: product and service‐based industry comparisons”, Journal of Supply Chain Management, Vol. 38, pp. 13‐21.
Krause, D.R., Scannell, T.V. and Calantone, R.J. (2000), “A structural analysis of the effectiveness of buying firms' strategies to improve supplier performance”, Decision Sciences, Vol. 31 No. 1, pp. 33‐55.
Kristal, M.M., Huang, X. and Schroeder, R.G. (2010), “The effect of an ambidextrous supply chain strategy on combinative competitive capabilities and business performance”, Journal of Operations Management, Vol. 28 No. 5, pp. 415‐29.
Lamming, R., Johnsen, T., Zheng, J. and Harland, C. (2000), “An initial classification of supply network”, International Journal of Operations & Production Management, Vol. 20 No. 6, pp. 675‐91.
Ledyard, M. and Keough, B. (2007), “Demand‐driven supply chain meets offshoring”, Supply Chain Management Review, Vol. 11 No. 5, pp. 11‐12.
Lee, H.L. (1996), “Effective inventory and service management through product and process redesign”, Operations Research, Vol. 44 No. 1, pp. 151‐9.
Lee, H.L. (2004), “The triple‐a supply chain”, Harvard Business Review, Vol. 82 No. 10, pp. 102‐12.
Li, L.‐Y. and Ogunmokun, G.O. (2008), “An empirical study of manufacturing flexibility of exporting firms in China: how do strategic and organizational contexts matter?”, Industrial Marketing Management, Vol. 37 No. 6, pp. 738‐51.
Liang, H., Saraf, N., Hu, Q. and Xue, Y. (2007), “Assimilation of enterprise systems: the effect of institutional pressures and the mediating role of top management”, MIS Quarterly, Vol. 31 No. 1, pp. 59‐87.
Mason, S.J., Cole, M.H., Ulrey, B.T. and Yan, L. (2002), “Improving electronics manufacturing supply chain agility through outsourcing”, International Journal of Physical Distribution & Logistics Management, Vol. 32 No. 7, pp. 610‐20.
Monczka, R.M., Petersen, K.J., Handfield, R.B. and Ragatz, G.L. (1998), “Success factors in strategic supplier alliances: the buying company perspective”, Decision Sciences, Vol. 29 No. 3, pp. 553‐76.
Moore, D.S. and Mccabe, G.P. (2005), Introduction to the Practice of Statistics, W.H. Freeman, New York, NY.
Narasimhan, R. and Das, A. (1999a), “An empirical investigation of the contribution of strategic sourcing to manufacturing flexibilities and performance”, Decision Sciences, Vol. 30 No. 3, pp. 683‐718.
Narasimhan, R. and Das, A. (1999b), “Manufacturing agility and supply chain management practices”, Production & Inventory Management Journal, Vol. 40 No. 1, pp. 7‐10.
Paulraj, A. and Chen, I.J. (2007), “Strategic buyer‐supplier relationships, information technology and external logistics integration”, Journal of Supply Chain Management, Vol. 43 No. 2, pp. 2‐14.
Paulraj, A., Lado, A.A. and Chen, I.J. (2008), “Inter‐organizational communication as a relational competency: antecedents and performance outcomes in collaborative buyer‐supplier relationships”, Journal of Operations Management, Vol. 26 No. 1, pp. 45‐64.
Phillips, L.W. (1981), “Assessing measurement error in key informant reports: a methodological note on organizational analysis in marketing”, Journal of Marketing Research, Vol. 18 No. 4, pp. 395‐415.
Prahalad, C.K. and Hamel, G. (1990), “The core competence of the corporation”, Harvard Business Review, May‐June, pp. 79‐91.
Reck, R.E. and Long, B.G. (1988), “Purchasing: a competitive weapon”, Journal of Purchasing and Materials Management, Vol. 24 No. 3, pp. 2‐8.
Rogers, E.M. (1995), Diffusion of Innovations, The Free Press, New York, NY.
Ringle, C.M., Wende, S. and Will, A. (2005), SmartPLS 2.0, University of Hamburg, Hamburg.
Sahin, F. and Robinson, E.P. (2002), “Flow coordination and information sharing in supply chains: review, implications, and directions for future research”, Decision Sciences, Vol. 33 No. 4, pp. 505‐36.
Sanchez, A.M. and Perez, M.P. (2005), “Supply chain flexibility and firm performance: a conceptual model and empirical study in the automotive industry”, International Journal of Operations & Production Management, Vol. 25 No. 7, pp. 681‐700.
Sanchez, R. (1995), “Strategic flexibility in product competition”, Strategic Management Journal, Vol. 16 No. 1, pp. 135‐59.
Schmenner, R.W. and Tatikonda, M.V. (2005), “Manufacturing process flexibility revisited”, International Journal of Operations & Production Management, Vol. 25 No. 12, pp. 1183‐9.
Shamir, B., Zakay, E., Breinin, E. and Popper, M. (1998), “Correlates of charismaic leader behavior in military units: subordinates' attitudes, unit characteristics, and superiors' appraisals of leader performance”, Academy of Management Journal, Vol. 41 No. 4, pp. 387‐409.
Sislian, E. and Satir, A. (2000), “Strategic sourcing: a framework and a case study”, Journal of Supply Chain Management, Vol. 36 No. 3, pp. 4‐11.
Sosik, J.J., Kahai, S.S. and Piovoso, M.J. (2009), “Silver bullet or voodoo statistics? A primer for using the partial least squares data analytic technique in group and organization research”, Group & Organization Management, Vol. 34 No. 1, pp. 5‐36.
Squire, B., Cousins, P. and Brown, S. (2009), “Cooperations and knowledge transfer within buyer‐supplier relationships: the moderating properties of trust, relationship duration and supplier perforemance”, British Journal of Management, Vol. 20 No. 4, pp. 461‐77.
Stank, T., Crum, M. and Arango, M. (1999), “Benefits of interfirm coordination in food industry supply chain”, Journal of Business Logistics, Vol. 20 No. 2, pp. 21‐41.
Stevenson, M. and Spring, M. (2007), “Flexibility from a supply chain perspective: definition and review”, International Journal of Operations & Production Management, Vol. 27 No. 7, pp. 685‐713.
Suarez, F.F., Cusumano, M. and Fine, C.H. (1996), “An empirical study of manufacturing flexibility in printed circuit board assembly”, Operations Research, Vol. 44 No. 1, pp. 223‐40.
Swafford, P.M., Ghosh, S. and Murthy, N. (2006), “The antecedents of supply chain agility of a firm: scale development and model testing”, Journal of Operations Management, Vol. 24 No. 2, pp. 170‐88.
Tachizawa, E.M. and Thomsen, C.G. (2007), “Drivers and sources of supply flexibility: an exploratory study”, International Journal of Operations & Production Management, Vol. 27, pp. 1115‐36.
Tan, C.L. and Vonderembse, M.A. (2006), “Mediating effects of computer‐aided design usage: from concurrent engineering to product development performance”, Journal of Operations Management, Vol. 24 No. 5, pp. 494‐510.
Teece, D.J. (2007), “Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance”, Strategic Management Journal, Vol. 28, pp. 1319‐50.
Teece, D.J., Pisano, G. and Shuen, A. (1997), “Dynamic capabilities and strategic management”, Strategic Management Journal, Vol. 18 No. 7, pp. 509‐33.
Temme, D., Kreis, H. and Lutz, H. (2006), “PLS path modeling – a software review”, in Esposito Vinzi, V., Chin, W., Henseler, J. and Wang, H. (Eds), Handbook of Partial Least Squares ‐ Concepts, Methods and Applications, Springer, Berlin.
van Der Vaart, T. and van Donk, D.P. (2008), “A critical review of survey‐based research in supply chain integration”, International Journal of Production Economics, Vol. 111 No. 1, pp. 42‐55.
van Hoek, R.I., Harrison, A. and Christopher, M. (2001), “Measuring agile capabilities in the supply chain”, International Journal of Operations & Production Management, Vol. 21 Nos 1/2, pp. 126‐47.
Vickery, S.N., Calantone, R. and Droge, C. (1999), “Supply chain flexibility: an empirical study”, Journal of Supply Chain Management, Vol. 35 No. 3, pp. 16‐24.
Vokurka, R.J. and O'Leary‐Kelly, S.W. (2000), “A review of empirical research on manufacturing flexibility”, Journal of Operations Management, Vol. 18 No. 4, pp. 485‐501.
Wheeler, B.C. (2002), “NEBIC: a dynamic capabilities theory for assessing net‐enablement”, Information Systems Research, Vol. 13 No. 2, pp. 125‐46.
Wilson, B. (2007), “Using PLS to investigate interaction effects between higher order brand constructs”, in Esposito Vinzi, V., Chin, W., Henseler, J. and Wang, H. (Eds), Handbook of Partial Least Squares: Concepts, Methods and Applications in Marketing and Related Fields, Springer, Berlin.
Wold, H. (1982), “Soft modeling. The basic design and some extensions”, in Joreskog, K.G. and Wold, H. (Eds), Systems under indirect observation. Causality, structure, prediction, Part I., North‐Holland, Amsterdam, pp. 1‐54.
Worren, N., Moore, K. and Cardona, P. (2002), “Modularity, strategic flexibility, and firm performance: a study of the home appliance industry”, Strategic Management Journal, Vol. 23 No. 12, pp. 1123‐40.
Zahra, S.A. and George, G. (2002), “The net‐enabled business innovation cycle and the evolution of dynamic capabilities”, Information Systems Research, Vol. 13 No. 2, pp. 147‐50.
Zhang, Q., Vonderembse, M.A. and Lim, J.S. (2002), “Value chain flexibility: a dichotomy of competence and capability”, International Journal of Production Research, Vol. 40 No. 3, pp. 561‐83.
Zhang, Q., Vonderembse, M.A. and Lim, J.S. (2003), “Manufactuirng flexibility: defining and analyzing relationships among competence, capability, and customer satisfation”, Journal of Operations Management, Vol. 21 No. 2, pp. 173‐91.
Zhang, P., Li, N. and Sun, H. (2006), “Affective quality and cognitive absorption: extending technology acceptance research”, paper presented at 39th Hawaii International Conference on Systems Sciences, IEEE Computer Society, Hawaii.
Christopher, M. and Towill, D.R. (2000), “Supply chain migration from lean and functional to agile and customised”, Supply Chain Management: An International Journal, Vol. 5 No. 4, pp. 206‐13.
Droge, C., Jayaram, J. and Vickery, S.K. (2004), “The effects of internal versus external integration practices on time‐based performance and overall firm performance”, Journal of Operations Management, Vol. 22 No. 6, pp. 557‐73.
Frohlich, M.T. and Dixon, J.R. (2001), “A taxonomy of manufacturing strategies revisited”, Journal of Operations Management, Vol. 19 No. 5, pp. 541‐58.
Jack, E.P. and Raturi, A. (2002), “Sources of volume flexibility and their impact on performance”, Journal of Operations Management, Vol. 20 No. 5, pp. 519‐48.
Jin, B. (2004), “Achieving an optimal global versus domestic sourcing balance under demand uncertainty”, International Journal of Operations & Production Management, Vol. 24 No. 12, pp. 1292‐305.
Narasimhan, R., Talluri, S. and Das, A. (2004), “Exploring flexibility and execution competencies of manufacturing firms”, Journal of Operations Management, Vol. 22 No. 1, pp. 91‐106.
Norrman, A. and Jansson, U. (2004), “Ericsson's proactive supply chain risk management approach after a serious sub‐supplier accident”, International Journal of Physical Distribution & Logistics Management, Vol. 34 No. 5, pp. 434‐56.
Pickett, C. (2006), “Prepare for supply chain disruptions before they hit”, Harvard Business Review, Vol. 47 No. 6, pp. 22‐5.