Achieving Responsiveness through Supply Chain Integration: A Moderating Effect of Industry-4.0

Authors

  • Dawei Lu University of Warwick, UK
  • Xuemei Fan Jilin University, China.
  • Peiqing Cao University of Warwick, UK

DOI:

https://doi.org/10.30564/jbar.v2i4.1186

Abstract

This article is aiming to investigate the emerging impact of industry-4.0 on supply chain integration and responsiveness in the electronics industry in China.  Specifically, it is to investigate the moderating effect of industry-4.0 as a strategic factor on the causal relationship from operational integration to supply chain responsiveness. This study develops hypotheses based the on selected literature reviews in the relevant research areas, and tests the hypotheses in the empirical sample data set collected from 76 electronics firms by using hierarchical multiple regression method.  The results of this study shows that industry-4.0 as an emerging strategic factor has not only directly helped the level of market responsiveness of the firms, but also has significantly strengthens the already proven positive causal relationship from operational integration within the supply chain to the overall market responsiveness as part of supply chain performance.  To improve the supply chain responsiveness in the electronics industry, managers can now make more confident and informed decisions to channel their resources towards the initiatives of industry-4.0 by up-grading perhaps their current information systems and business processes, knowing full well the dual benefits offered by the Industry 4.0 initiatives. The study extends the concurrent literature by conceptualising the moderating effect of industry-4.0 on the causal relationship between supply chain integration and business responsiveness. 

Keywords:

Supply chain, Integration, Responsiveness, Industry-4.0

References

[1] Malhotra, M.K. and A.W. Mackelprang, Are internal manufacturing and external supply chain flexibilities complementary capabilities? Journal of Operations Management, 2012, 30(3): 180-200.

[2] Sinkovics, R.R., A.P.R.-J.B. Jean, and S.T. Cavusgil, Does IT integration really enhance supplier responsiveness in global supply chains? Management International Review, 2011, 51(2): 193-212.

[3] Lummus, R.R., R.J. Vokurka, and L.K. Duclos, Delphi study on supply chain flexibility. International Journal of Production Research, 2005, 43(13): 2687-2708.

[4] Wang, S.Y., et al., Implementing Smart Factory of Industrie 4.0: An Outlook. International Journal of Distributed Sensor Networks, 2016.

[5] Beyerer, J., J. Jasperneite, and O. Sauer, Industry 4.0. At-Automatisierungstechnik, 2015, 63(10): 751-752.

[6] Lee, J., B. Bagheri, and H.-A. Kao, A Cyber-Physical Systems architecture for Industry 4.0-based manufacturing systems. Manufacturing Letters, 2015, 3: 18-23.

[7] Webster, S.A., Coming to factory near you - Industry 4-0.pdf. Manufacturing Engineering, 2015, 154(3): 8.

[8] Robison, P., M. Sengupta, and D. Rauch, Intelligent Energy Industrial Systems 4.0. It Professional, 2015, 17(3): 17-24.

[9] Riedl, M., et al., Cyber-physical systems alter automation architectures. Annual Reviews in Control, 2014, 38(1): 123-133.

[10] Frohlich, M.T. and R. Westbrook, Arcs of integration: an international study of supply chain strategies. Journal of operations management, 2001, 19(2): 185-200.

[11] Van der Vaart, T. and D.P. van Donk, A critical review of survey-based research in supply chain integration. International Journal of Production Economics, 2008, 111(1): 42-55.

[12] Drazin, R. and A.H. Van de Ven, Alternative forms of fit in contingency theory. Administrative science quarterly, 1985: 514-539.

[13] Wong, C.Y., S. Boon-Itt, and C.W. Wong, The contingency effects of environmental uncertainty on the relationship between supply chain integration and operational performance. Journal of Operations Management, 2011, 29(6): 604-615.

[14] Schilke, O., On the contingent value of dynamic capabilities for competitive advantage - the non-linear moderating effect of environmental dynamism. Strategic Management Journal, 2014, 35: 179 - 203.

[15] Gimenez, C., T. van der Vaart, and D. Pieter van Donk, Supply chain integration and performance: the moderating effect of supply complexity. International Journal of Operations & Production Management, 2012, 32(5): 583-610.

[16] Kagermann, H., et al., Recommendations for implementing the strategic initiative INDUSTRIE 4.0: Securing the future of German manufacturing industry; final report of the Industrie 4.0 Working Group. 2013: Forschungsunion.

[17] Wan, J., et al., Enabling cyber–physical systems with machine–to–machine technologies. International Journal of Ad Hoc and Ubiquitous Computing, 2013, 13(3-4): 187-196.

[18] Wan, J., et al., Context-aware vehicular cyber-physical systems with cloud support: architecture, challenges, and solutions. IEEE Communications Magazine, 2014, 52(8): 106-113.

[19] Frazzon, E.M., et al., Towards socio-cyber-physical systems in production networks. Procedia CIRP, 2013, 7: 49-54.

[20] Drath, R. and A. Horch, Industrie 4.0: Hit or hype?[industry forum]. IEEE industrial electronics magazine, 2014, 8(2): 56-58.

[21] Lee, J., H.-A. Kao, and S. Yang, Service innovation and smart analytics for industry 4.0 and big data environment. Procedia CIRP, 2014, 16: 3-8.

[22] Schuh, G., et al., Modular sensor platform for service-oriented cyber-physical systems in the European tool making industry. Procedia CIRP, 2014, 17: 374-379.

[23] Galbraith, J.R., Designing complex organizations. 1973: Addison-Wesley Longman Publishing Co., Inc.

[24] Souchon, A.L., et al., Marketing information use and organisational performance: the mediating role of responsiveness. Journal of Strategic Marketing, 2004, 12(4): 231-242.

[25] Fiala, P., Information sharing in supply chains. Omega, 2005, 33(5): 419-423.

[26] Sezen, B., Relative effects of design, integration and information sharing on supply chain performance. Supply Chain Management: An International Journal, 2008, 13(3): 233-240.

[27] Williams, B.D., et al., Leveraging supply chain visibility for responsiveness: The moderating role of internal integration. Journal of Operations Management, 2013, 31(7): 543-554.

[28] Lee, H.L., K.C. So, and C.S. Tang, The value of information sharing in a two-level supply chain. Management science, 2000, 46(5): 626-643.

[29] Premkumar, G., K. Ramamurthy, and C.S. Saunders, Information processing view of organizations: an exploratory examination of fit in the context of interorganizational relationships. Journal of Management Information Systems, 2005, 22(1): 257-294.

[30] Gosain, S., Z. Lee, and Y. Kim, The management of cross-functional inter-dependencies in ERP implementations: emergent coordination patterns. European Journal of Information Systems, 2005, 14(4): 371-387.

[31] White, A., E.M. Daniel, and M. Mohdzain, The role of emergent information technologies and systems in enabling supply chain agility. International journal of information management, 2005, 25(5): 396-410.

[32] Mason-Jones, R. and D.R. Towill, Using the information decoupling point to improve supply chain performance. The International Journal of Logistics Management, 1999, 10(2): 13-26.

[33] Flynn, B.B., B. Huo, and X. Zhao, The impact of supply chain integration on performance: a contingency and configuration approach. Journal of operations management, 2010, 28(1): p. 58-71.

[34] Schleipen, M., et al., Requirements and concept for Plug-and-Work Adaptivity in the context of Industry 4.0. At-Automatisierungstechnik, 2015, 63(10): 801-820.

[35] Holweg, M., The three dimensions of responsiveness. International Journal of Operations & Production Management, 2005, 25(7): 603-622.

[36] Gunasekaran, A., A. Reichhart, and M. Holweg, Creating the customer-responsive supply chain: a reconciliation of concepts. International Journal of Operations & Production Management, 2007, 27(11): 1144-1172.

[37] Stevenson, M. and M. Spring, Flexibility from a supply chain perspective: definition and review. International Journal of Operations & Production Management, 2007, 27(7): 685-713.

[38] Swink, M. and M. Song, Effects of marketing-manufacturing integration on new product development time and competitive advantage. Journal of Operations Management, 2007, 25(1): 203-217.

[39] Prajogo, D. and J. Olhager, The effect of supply chain information integration on logistics integration and firm performance. International Journal of Production Economics. doi, 2011, 10.

[40] Sousa, R., et al., Modelling the integration-performance relationship: Collaborative practices, enablers and contextual factors. International Journal of Operations & Production Management, 2012, 32(9): 1043-1074.

[41] Yang, C. and H.-M. Liu, Boosting firm performance via enterprise agility and network structure. Management Decision, 2012, 50(6): 1022-1044.

[42] Stevens, G.C., Integrating the supply chain. International Journal of Physical Distribution & Materials Management, 1989, 19(8): 3-8.

[43] Ettlie, J.E. and H.W. Stoll, Managing the design-manufacturing process. 1990: McGraw-Hill College.

[44] Narasimhan, R. and S.W. Kim, Effect of supply chain integration on the relationship between diversification and performance: evidence from Japanese and Korean firms. Journal of operations management, 2002, 20(3): 303-323.

[45] Sawhney, R., Interplay between uncertainty and flexibility across the value-chain: towards a transformation model of manufacturing flexibility. Journal of Operations Management, 2006, 24(5): 476-493.

[46] Droge, C., J. Jayaram, and S.K. Vickery, The effects of internal versus external integration practices on time-based performance and overall firm performance. Journal of operations management, 2004, 22(6): 557-573.

[47] Germain, R. and K.N. Iyer, The interaction of internal and downstream integration and its association with performance. Journal of Business Logistics, 2006, 27(2): 29-52.

[48] Vanpoucke, E., A. Vereecke, and M. Wetzels, Developing supplier integration capabilities for sustainable competitive advantage: A dynamic capabilities approach. Journal of Operations Management, 2014, 32(7-8): 446-461.

[49] Khan, K.A. and R.K. Pillania, Strategic sourcing for supply chain agility and firms' performance: A study of Indian manufacturing sector. Management Decision, 2008, 46(10): 1508-1530.

[50] Petersen, K.J., R.B. Handfield, and G.L. Ragatz, Supplier integration into new product development: coordinating product, process and supply chain design. Journal of operations management, 2005, 23(3): p. 371-388.

[51] He, Y., et al., The impact of supplier integration on customer integration and new product performance: The mediating role of manufacturing flexibility under trust theory. International Journal of Production Economics, 2014, 147: 260-270.

[52] Lee, H.L., V. Padmanabhan, and S. Whang, Information distortion in a supply chain: the bullwhip effect. Management science, 2004, 50(12_supplement): 1875-1886.

[53] Hallgren, M. and J. Olhager, Lean and agile manufacturing: external and internal drivers and performance outcomes. International Journal of Operations & Production Management, 2009, 29(10): 976-999.

[54] Flynn, B.B. and E.J. Flynn, Information‐processing alternatives for coping with manufacturing environment complexity. Decision Sciences, 1999. 30(4): 1021-1052.

[55] Yi, C.Y., E. Ngai, and K. Moon, Supply chain flexibility in an uncertain environment: exploratory findings from five case studies. Supply Chain Management: An International Journal, 2011, 16(4): 271-283.

[56] Stank, T., M. Crum, and M. Arango, Benefits of interfirm coordination in food industry supply chains. Journal of business logistics, 1999, 20(2): 21.

[57] Lee, H.L., V. Padmanabhan, and S. Whang, The bullwhip effect in supply chains. MIT Sloan Management Review, 1997, 38(3): 93.

[58] Rosenzweig, E.D., A.V. Roth, and J.W. Dean, The influence of an integration strategy on competitive capabilities and business performance: an exploratory study of consumer products manufacturers. Journal of operations management, 2003, 21(4): 437-456.

[59] Ettlie, J.E. and E.M. Reza, Organizational integration and process innovation. Academy of management journal, 1992, 35(4): 795-827.

[60] Sousa, R. and C.A. Voss, Contingency research in operations management practices. Journal of Operations Management, 2008, 26(6): 697-713.

[61] Bitar, J. and T. Hafsi, Strategizing through the capability lens: sources and outcomes of integration. Management Decision, 2007, 45(3): 403-419.

[62] Schoenherr, T. and M. Swink, Revisiting the arcs of integration: Cross-validations and extensions. Journal of Operations Management, 2012, 30(1–2): 99-115.

[63] Li, X., et al., A unified model of supply chain agility: the work-design perspective. The International Journal of Logistics Management, 2008, 19(3): 408-435.

[64] Catalan, M. and H. Kotzab, Assessing the responsiveness in the Danish mobile phone supply chain. International Journal of Physical Distribution & Logistics Management, 2003, 33(8): 668-685.

[65] Lapide, L., Integrated demand signals update. The Journal of Business Forecasting, 2011, 30(1): 29.

[66] Chen, Z., S. Poncet, and R. Xiong, Inter-industry relatedness and industrial-policy efficiency: Evidence from China’s export processing zones. Journal of Comparative Economics, 2016.

[67] Bhaumik, S.K., N. Driffield, and Y. Zhou, Country specific advantage, firm specific advantage and multinationality – Sources of competitive advantage in emerging markets: Evidence from the electronics industry in China. International Business Review, 2016, 25(1): 165-176.

[68] Singhal, C., et al., Critical Evaluation of Alternative Methods and Paradigms for Conducting Mediation Analysis in Operations Management Research. Journal of Operations Management, 2016, 32(4).

[69] Harman, D., A single factor test of common method variance. Journal of Psychology, 1967, 35(1967): 359-378.

[70] Danese, P., P. Romano, and M. Formentini, The impact of supply chain integration on responsiveness: The moderating effect of using an international supplier network. Transportation Research Part E: Logistics and Transportation Review, 2013, 49(1): 125-140.

[71] Chou, T.-C., et al., A path model linking organizational knowledge attributes, information processing capabilities, and perceived usability. Information & Management, 2007, 44(4): 408-417.

[72] Davis, J., et al., Smart manufacturing, manufacturing intelligence and demand-dynamic performance. Computers & Chemical Engineering, 2012, 47: 145-156.

[73] Romijn, H. and M. Albaladejo, Determinants of innovation capability in small electronics and software firms in southeast England. Research policy, 2002, 31(7): 1053-1067.

[74] Zott, C. and R. Amit, The fit between product market strategy and business model: implications for firm performance. Strategic management journal, 2008, 29(1): 1-26.

[75] Su, Y.-S., E.W. Tsang, and M.W. Peng, How do internal capabilities and external partnerships affect innovativeness? Asia Pacific Journal of Management, 2009, 26(2): 309-331.

[76] Hair, J.F., et al., Multivariate data analysis. Vol. 5. 1998: Prentice hall Upper Saddle River, NJ.

[77] Miller, D., The genesis of configuration. Acameny of Management Review, 1987, 12(4): 686-701.

[78] Cigolini, R., et al., Linking supply chain configuration to supply chain performance: A discrete event simulation model. Simulation Modelling Practice and Theory, 2014, 40: 1-11.

[79] Stratton, R. and R.D.H. Warburton, The strategic integration of agile and lean supply. International Journal of Production Economics, 2003, 85(2): 183-198.

[80] Kohler-Schute, C., Industry 4.0-A practice oriented Beginning. Wochenblatt Fur Papierfabrikation, 2015, 143(4): 233-233.

[81] Web references

[82] EDN Network, 2007, URL:

[83] http://www.edn.com/electronics-news/4315254/Electronic-Business-Top-100-Chinese-electronics-companies; last accessed 10th Nov. 2015.

[84] China Internet Watch, 2014, URL:

[85] http://www.chinainternetwatch.com/11903/top-10-consumer-electronics-brands-by-online-ad-spend-nov-2014/; last accessed on 5th July 2015.

[86] China Tech, 2016, URL:

[87] http://www.scmp.com/tech/china-tech/article/1984880/maxnerva-pushes-smart-factory-projects-china-contract-manufacturing; last accessed on 21 March, 2016.

[88] Business Korea, 2016, URL:

[89] http://www.businesskorea.co.kr/english/news/industry/13659-smart-factory-china-sk-holdings-cc-starts-smart-factory-project-chongqing-china, last accessed on 4th May, 2016,

[90] Freudenberg, (2015), URL: http://www.freudenberg.cn/en/press/releases/Pages/Industry-4.0---The-emergence-of-the-smart-factory-in-China.aspx; last accessed on 21st May 2016.

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