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Investigating the effect of horizontal coopetition on supply chain resilience in complex and turbulent environments

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  • Massari, Giovanni Francesco
  • Giannoccaro, Ilaria

Abstract

Today supply chain operations are continuously threatened by frequent and unpredictable disruptions. To survive in such complex and fast-changing environments, firms need to develop resilient strategies for their supply chains. To this regard, previous studies in literature have shown that cooperative relationships play a relevant role. However, there are evidence that firms more often prefer a coopetition strategy, where both cooperative and competitive relationships are simultaneously adopted to manage supply chain relationships. Despite the relevance of this topic, how coopetitive relationships influence resilience has been less investigated so far. In this paper, we use a complex adaptive system approach to conceptualize horizontal coopetition in supply chains and develop a novel agent-based model to simulate its effect on supply chain resilient performance in different environmental conditions, characterized by increasing level of complexity and frequency of disruptions. Results show that coopetition can be beneficial for supply chain resilience and that environmental complexity (turbulence) positively (negatively) moderates this relation. Theoretical contributions and managerial implications are finally discussed.

Suggested Citation

  • Massari, Giovanni Francesco & Giannoccaro, Ilaria, 2021. "Investigating the effect of horizontal coopetition on supply chain resilience in complex and turbulent environments," International Journal of Production Economics, Elsevier, vol. 237(C).
    • Handle: RePEc:eee:proeco:v:237:y:2021:i:c:s0925527321001262
    DOI: 10.1016/j.ijpe.2021.108150
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    as
    1. Jan W. Rivkin, 2001. "Reproducing Knowledge: Replication Without Imitation at Moderate Complexity," Organization Science, INFORMS, vol. 12(3), pages 274-293, June.
    2. ManMohan S. Sodhi & Christopher S. Tang, 2012. "Supply Chain Risk Management," International Series in Operations Research & Management Science, in: Managing Supply Chain Risk, edition 127, chapter 0, pages 3-11, Springer.
    3. Chen, Jen-Ming & Chang, Chia-I, 2013. "Dynamic pricing for new and remanufactured products in a closed-loop supply chain," International Journal of Production Economics, Elsevier, vol. 146(1), pages 153-160.
    4. Jan W. Rivkin & Nicolaj Siggelkow, 2003. "Balancing Search and Stability: Interdependencies Among Elements of Organizational Design," Management Science, INFORMS, vol. 49(3), pages 290-311, March.
    5. Wenpin Tsai, 2002. "Social Structure of “Coopetition” Within a Multiunit Organization: Coordination, Competition, and Intraorganizational Knowledge Sharing," Organization Science, INFORMS, vol. 13(2), pages 179-190, April.
    6. Luo, Yadong, 2007. "A coopetition perspective of global competition," Journal of World Business, Elsevier, vol. 42(2), pages 129-144, June.
    7. Srinivasan, Mahesh & Mukherjee, Debmalya & Gaur, Ajai S., 2011. "Buyer-supplier partnership quality and supply chain performance: Moderating role of risks, and environmental uncertainty," European Management Journal, Elsevier, vol. 29(4), pages 260-271, August.
    8. Rand, William & Rust, Roland T., 2011. "Agent-based modeling in marketing: Guidelines for rigor," International Journal of Research in Marketing, Elsevier, vol. 28(3), pages 181-193.
    9. Wagner, Stephan M. & Neshat, Nikrouz, 2010. "Assessing the vulnerability of supply chains using graph theory," International Journal of Production Economics, Elsevier, vol. 126(1), pages 121-129, July.
    10. Tarun Khanna, 1998. "The Scope of Alliances," Organization Science, INFORMS, vol. 9(3), pages 340-355, June.
    11. Sheri M. Markose, 2005. "Computability and Evolutionary Complexity: Markets as Complex Adaptive Systems (CAS)," Economic Journal, Royal Economic Society, vol. 115(504), pages 159-192, June.
    12. Pilsik Choi & Rosanna Garcia & Colette Friedrich, 2010. "The drivers for collective horizontal coopetition: a case study of screwcap initiatives in the international wine industry," International Journal of Human Rights and Constitutional Studies, Inderscience Enterprises Ltd, vol. 1(3), pages 271-290.
    13. Michael Porter, 2003. "The Economic Performance of Regions," Regional Studies, Taylor & Francis Journals, vol. 37(6-7), pages 549-578.
    14. Hosseini, Seyedmohsen & Ivanov, Dmitry & Dolgui, Alexandre, 2019. "Review of quantitative methods for supply chain resilience analysis," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 125(C), pages 285-307.
    15. Miriam Wilhelm & Jörg Sydow, 2018. "Managing Coopetition in Supplier Networks – A Paradox Perspective," Journal of Supply Chain Management, Institute for Supply Management, vol. 54(3), pages 22-41, July.
    16. Jeremy Jie Ming Kwok & Dong-Yup Lee, 2015. "Coopetitive Supply Chain Relationship Model: Application to the Smartphone Manufacturing Network," PLOS ONE, Public Library of Science, vol. 10(7), pages 1-16, July.
    17. Ana Paula Barroso & Virginia Helena Machado & Virgilio Cruz Machado, 2011. "Supply Chain Resilience Using the Mapping Approach," Chapters, in: Pengzhong Li (ed.), Supply Chain Management, IntechOpen.
    18. Nicolaj Siggelkow & Jan W. Rivkin, 2005. "Speed and Search: Designing Organizations for Turbulence and Complexity," Organization Science, INFORMS, vol. 16(2), pages 101-122, April.
    19. David Eriksson & Per Hilletofth & Olli-Pekka Hilmola, 2013. "Supply chain configuration and moral disengagement," International Journal of Procurement Management, Inderscience Enterprises Ltd, vol. 6(6), pages 718-736.
    20. Elena Bonel & Elena Rocco, 2007. "Coopeting to Survive; Surviving Coopetition," International Studies of Management & Organization, Taylor & Francis Journals, vol. 37(2), pages 70-96, January.
    21. Allan Afuah, 2000. "How much do your co‐opetitors' capabilities matter in the face of technological change?," Strategic Management Journal, Wiley Blackwell, vol. 21(3), pages 397-404, March.
    22. Kaihara, Toshiya, 2003. "Multi-agent based supply chain modelling with dynamic environment," International Journal of Production Economics, Elsevier, vol. 85(2), pages 263-269, August.
    23. Emma Brandon-Jones & Brian Squire & Chad W. Autry & Kenneth J. Petersen, 2014. "A Contingent Resource-Based Perspective of Supply Chain Resilience and Robustness," Journal of Supply Chain Management, Institute for Supply Management, vol. 50(3), pages 55-73, July.
    24. Annarelli, Alessandro & Nonino, Fabio, 2016. "Strategic and operational management of organizational resilience: Current state of research and future directions," Omega, Elsevier, vol. 62(C), pages 1-18.
    25. Ilaria Giannoccaro & Giovanni F. Massari & Giuseppe Carbone, 2018. "Team Resilience in Complex and Turbulent Environments: The Effect of Size and Density of Social Interactions," Complexity, Hindawi, vol. 2018, pages 1-11, July.
    26. Hans Gerber & Elias Shiu, 2003. "“Moments of the Surplus before Ruin and the Deficit at Ruin in the Erlang(2) Risk Process,” Yebin Cheng and Qihe Tang, January 2003," North American Actuarial Journal, Taylor & Francis Journals, vol. 7(3), pages 117-119.
    27. Angappa Gunasekaran & Nachiappan Subramanian & Shams Rahman, 2015. "Supply chain resilience: role of complexities and strategies," International Journal of Production Research, Taylor & Francis Journals, vol. 53(22), pages 6809-6819, November.
    28. Gnyawali, Devi R. & Park, Byung-Jin (Robert), 2011. "Co-opetition between giants: Collaboration with competitors for technological innovation," Research Policy, Elsevier, vol. 40(5), pages 650-663, June.
    29. Agarwal, Renu & Selen, Willem, 2013. "The incremental and cumulative effects of dynamic capability building on service innovation in collaborative service organizations," Journal of Management & Organization, Cambridge University Press, vol. 19(5), pages 521-543, September.
    30. Kerstin Press, 2008. "Divide to conquer? Limits to the adaptability of disintegrated, flexible specialization clusters," Journal of Economic Geography, Oxford University Press, vol. 8(4), pages 565-580, July.
    31. Ricarda Bouncken & Johanna Gast & Sascha Kraus & Marcel Bogers, 2015. "Coopetition: a systematic review, synthesis, and future research directions," Post-Print hal-02018068, HAL.
    32. Ivanov, Dmitry, 2020. "Predicting the impacts of epidemic outbreaks on global supply chains: A simulation-based analysis on the coronavirus outbreak (COVID-19/SARS-CoV-2) case," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 136(C).
    33. Philippe Baumard, 2009. "An asymmetric perspective on coopetitive strategies," Post-Print hal-03228719, HAL.
    34. Marcello M. Mariani, 2007. "Coopetition as an Emergent Strategy: Empirical Evidence from an Italian Consortium of Opera Houses," International Studies of Management & Organization, Taylor & Francis Journals, vol. 37(2), pages 97-126, January.
    35. Benjamin R. Tukamuhabwa & Mark Stevenson & Jerry Busby & Marta Zorzini, 2015. "Supply chain resilience: definition, review and theoretical foundations for further study," International Journal of Production Research, Taylor & Francis Journals, vol. 53(18), pages 5592-5623, September.
    36. Ricarda Bouncken & Johanna Gast & Sascha Kraus & Marcel Bogers, 2015. "Coopetition: a systematic review, synthesis, and future research directions," Post-Print hal-02945341, HAL.
    37. Dmitry Ivanov & Ajay Das, 2020. "Coronavirus (COVID-19/SARS-CoV-2) and supply chain resilience: a research note," International Journal of Integrated Supply Management, Inderscience Enterprises Ltd, vol. 13(1), pages 90-102.
    38. Capaldo, Antonio & Giannoccaro, Ilaria, 2015. "How does trust affect performance in the supply chain? The moderating role of interdependence," International Journal of Production Economics, Elsevier, vol. 166(C), pages 36-49.
    39. Tang, Christopher S., 2006. "Perspectives in supply chain risk management," International Journal of Production Economics, Elsevier, vol. 103(2), pages 451-488, October.
    40. John R. Turner & Rose Baker & Mark Morris, 2018. "Complex Adaptive Systems: Adapting and Managing Teams and Team Conflict," Chapters, in: Ana Alice Vilas Boas (ed.), Organizational Conflict, IntechOpen.
    41. Dorn, Stefanie & Schweiger, Bastian & Albers, Sascha, 2016. "Levels, phases and themes of coopetition: A systematic literature review and research agenda," European Management Journal, Elsevier, vol. 34(5), pages 484-500.
    42. Sean Digiovanna, 1996. "Industrial Districts and Regional Economic Development: A Regulation Approach," Regional Studies, Taylor & Francis Journals, vol. 30(4), pages 373-386.
    43. Regis Terpend & Daniel R. Krause, 2015. "Competition or Cooperation? Promoting Supplier Performance with Incentives Under Varying Conditions of Dependence," Journal of Supply Chain Management, Institute for Supply Management, vol. 51(4), pages 29-53, October.
    44. Philippe Baumard, 2009. "An Asymmetric Perspective on Coopetitive Strategies," Post-Print hal-03229117, HAL.
    45. Giannoccaro, Ilaria & Galesic, Mirta & Massari, Giovanni Francesco & Barkoczi, Daniel & Carbone, Giuseppe, 2020. "Search behavior of individuals working in teams: A behavioral study on complex landscapes," Journal of Business Research, Elsevier, vol. 118(C), pages 507-516.
    46. Luca Fraccascia & Ilaria Giannoccaro & Vito Albino, 2018. "Resilience of Complex Systems: State of the Art and Directions for Future Research," Complexity, Hindawi, vol. 2018, pages 1-44, August.
    47. Flaminio Squazzoni, 2010. "The impact of agent-based models in the social sciences after 15 years of incursions," History of Economic Ideas, Fabrizio Serra Editore, Pisa - Roma, vol. 18(2), pages 197-234.
    48. Hans Gerber & Elias Shiu, 2003. "“Moments of the Surplus before Ruin and the Deficit at Ruin in the Erlang(2) Risk Process,” Yebin Cheng and Qihe Tang, January 2003," North American Actuarial Journal, Taylor & Francis Journals, vol. 7(4), pages 96-101.
    49. Jeffrey H. Dyer & Harbir Singh & William S. Hesterly, 2018. "The relational view revisited: A dynamic perspective on value creation and value capture," Strategic Management Journal, Wiley Blackwell, vol. 39(12), pages 3140-3162, December.
    50. ManMohan S. Sodhi & Christopher S. Tang, 2012. "Researchers’ Perspectives on Supply-Chain Risk Research," International Series in Operations Research & Management Science, in: Managing Supply Chain Risk, edition 127, chapter 0, pages 281-301, Springer.
    51. Keith Walley, 2007. "Coopetition: An Introduction to the Subject and an Agenda for Research," International Studies of Management & Organization, Taylor & Francis Journals, vol. 37(2), pages 11-31, January.
    52. Philippe Baumard, 2009. "An asymmetric perspective on coopetitive strategies," International Journal of Entrepreneurship and Small Business, Inderscience Enterprises Ltd, vol. 8(1), pages 6-22.
    53. Seung Ho Park & Gerardo R. Ungson, 2001. "Interfirm Rivalry and Managerial Complexity: A Conceptual Framework of Alliance Failure," Organization Science, INFORMS, vol. 12(1), pages 37-53, February.
    54. Gurnani, Haresh & Erkoc, Murat & Luo, Yadong, 2007. "Impact of product pricing and timing of investment decisions on supply chain co-opetition," European Journal of Operational Research, Elsevier, vol. 180(1), pages 228-248, July.
    55. Giannoccaro, Ilaria, 2015. "Adaptive supply chains in industrial districts: A complexity science approach focused on learning," International Journal of Production Economics, Elsevier, vol. 170(PB), pages 576-589.
    56. Massari, Giovanni F. & Giannoccaro, Ilaria & Carbone, Giuseppe, 2019. "Are distrust relationships beneficial for group performance? The influence of the scope of distrust on the emergence of collective intelligence," International Journal of Production Economics, Elsevier, vol. 208(C), pages 343-355.
    57. Albino, Vito & Carbonara, Nunzia & Giannoccaro, Ilaria, 2007. "Supply chain cooperation in industrial districts: A simulation analysis," European Journal of Operational Research, Elsevier, vol. 177(1), pages 261-280, February.
    58. Anisya Thomas & Laura Rock Kopczak, 2007. "Life-Saving Supply Chains," International Series in Operations Research & Management Science, in: Hau L. Lee & Chung-Yee Lee (ed.), Building Supply Chain Excellence in Emerging Economies, chapter 0, pages 93-111, Springer.
    59. Daniel A. Levinthal & Maciej Workiewicz, 2018. "When Two Bosses Are Better Than One: Nearly Decomposable Systems and Organizational Adaptation," Organization Science, INFORMS, vol. 29(2), pages 207-224, April.
    60. Nicolaj Siggelkow & Daniel A. Levinthal, 2003. "Temporarily Divide to Conquer: Centralized, Decentralized, and Reintegrated Organizational Approaches to Exploration and Adaptation," Organization Science, INFORMS, vol. 14(6), pages 650-669, December.
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