The impact of supply chain risk and supply chain integration on organizational performance
evidence from dairy sector of developing economy
DOI:
https://doi.org/10.14488/BJOPM.1682.2024Keywords:
customer risk, Supplier risk, Supply chain integration, Organizational performance, Dairy business, Developing countriesAbstract
Goal: The purpose of this study is to investigate the mediating role of supply chain integration for Supply chain risks heading toward organizational performance. This study is mainly focused on the dairy sector of emerging economies.
Design / Methodology / Approach: This is quantitative research, in which a multi-item scale web-based survey was conducted to collect primary data. 407 stakeholders of the dairy industry, specifically the customers and the ones dealing with supply chain operations and the planning and integration department were investigated. Confirmatory factor analysis and internal consistency were applied to test the reliability and fitness of the measurement model and structural equation modeling-SEM is used to test the proposed hypotheses.
Results: The results suggest that in the dairy sector, both customer and supplier risks, act as barriers to implementing (SCI) supply chain integration and also negatively influence (OP) organizational performance. However, supplier risks, belonging to the dairy industry of an agricultural-based country like Pakistan, have a comparatively less negative impact on organizational performance as compared to customer risk, conversely, supply chain integration helps the organization to achieve better performance. The integration indeed acts as a strong mediator in reducing the negative impact of supply chain risk.
Limitations of the investigation: This study utilizes cross-sectional data, which restricts the researchers to depict the entire manifestation of (SCR) supply chain risk, supply chain integration, and organization performance, for businesses operating in the dairy sector of a developing economy, like Pakistan.
Practical implications: This study helps managers to use SCI as a tool to reduce the impact of supply chain risk i.e. supplier risk and customer risk on organizational performance. Also, this study explains the importance of customer risk as compared to supplier risk associated with perishable products.
Originality / Value: This paper enriches the literature in an evolving area of SCI and SCR, by investigating the mediating role of SCI. Two key risks i.e. supplier risk and customer risk associated with the supply chain network of dairy sector organizations are addressed, along with the mediating ability of supply chain integration to improve firm performance is investigated.
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References
Al Zaabi, S., Al Dhaheri, N., and Diabat, A. (2013), "Analysis of interaction between the barriers for the implementation of sustainable supply chain management." International Journal of Advanced Manufacturing Technology, Vol. 68, No. 1–4, pp. 895–905. https://doi.org/10.1007/s00170-013-4951-8
Anderson, J. C., and Gerbing, D. W. (1988), "Structural equation modeling in practice: A review and recommended two-step approach." Psychological Bulletin, Vol. 103, No. 3, pp. 411–423. https://doi.org/10.1037/0033-2909.103.3.411
Aqlan, F., and Lam, S. S. (2015), "A fuzzy-based integrated framework for supply chain risk assessment." International Journal of Production Economics, Vol. 161, pp. 54–63. https://doi.org/10.1016/J.IJPE.2014.11.013
Babin, B. J., Griffin, M., and Hair, J. F. (2016), "Heresies and sacred cows in scholarly marketing publications." Journal of Business Research, Vol. 69, No. 8, pp. 3133–3138. https://doi.org/10.1016/J.JBUSRES.2015.12.001
Bagozzi, R. P., and Yi, Y. (1988), "On the evaluation of structural equation models." Journal of the Academy of Marketing Science, Vol. 16, No. 1, pp. 74–94. https://doi.org/10.1007/BF02723327
Blome, C., and Schoenherr, T. (2011), "Supply chain risk management in financial crises - A multiple case-study approach." International Journal of Production Economics, Vol. 134, No. 1, pp. 43–57. https://doi.org/10.1016/j.ijpe.2011.01.002
Bode, C., Hübner, D., and Wagner, S. M. (2014), "Managing Financially Distressed Suppliers: An Exploratory Study." Journal of Supply Chain Management, Vol. 50, No. 4, pp. 24–43. https://doi.org/10.1111/jscm.12036
Bottani, E., Bigliardi, B., and Bigliardi, E. (2014), "Supply chain performance measurement: a literature review and pilot study among Italian manufacturing companies." Researchgate.Net, Vol. 6, No. 3, pp. 1–16. https://doi.org/10.4314/ijest.v6i3.1S
Bozarth, C. C., Warsing, D. P., Flynn, B. B., and Flynn, E. J. (2009), "The impact of supply chain complexity on manufacturing plant performance." Journal of Operations Management, Vol. 27, No. 1, pp. 78–93. https://doi.org/10.1016/j.jom.2008.07.003
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. 119–140. https://doi.org/10.1016/j.jom.2008.09.006
Chen, C., Zhang, J., and Delaurentis, T. (2014), "Quality control in food supply chain management: An analytical model and case study of the adulterated milk incident in China." International Journal of Production Economics, Vol. 152, pp. 188–199. https://doi.org/10.1016/j.ijpe.2013.12.016
Chen, H. L. (2018), "Supply chain risk’s impact on corporate financial performance." International Journal of Operations and Production Management, Vol. 38, No. 3, pp. 713–731. https://doi.org/10.1108/IJOPM-02-2016-0060
Chen, S., Zhang, G., Xia, X., Setunge, S., and Shi, L. (2020), "A review of internal and external influencing factors on energy efficiency design of buildings." Energy and Buildings, Vol. 216, Artigo 109944. https://doi.org/10.1016/j.enbuild.2020.109944
Cragg, T., and McNamara, T. (2018), "An ICT-based framework to improve global supply chain integration for final assembly SMES." Journal of Enterprise Information Management, Vol. 31, No. 5, pp. 634–657. https://doi.org/10.1108/JEIM-04-2014-0038
Danese, P., Lion, A., and Vinelli, A. (2019), "Drivers and enablers of supplier sustainability practices: a survey-based analysis." International Journal of Production Research, Vol. 57, No. 7, pp. 2034–2056. https://doi.org/10.1080/00207543.2018.1519265
Dey, P. K., Bhattacharya, A., and Ho, W. (2015), "Strategic supplier performance evaluation: A case-based action research of a UK manufacturing organisation." International Journal of Production Economics, Vol. 166, pp. 192–214. https://doi.org/10.1016/j.ijpe.2014.09.021
Ding, H., Zhao, Q., An, Z., and Tang, O. (2016), "Collaborative mechanism of a sustainable supply chain with environmental constraints and carbon caps." International Journal of Production Economics, Vol. 181, pp. 191–207. https://doi.org/10.1016/J.IJPE.2016.03.004
Dolgui, A., Ivanov, D., and Sokolov, B. (2018), "Ripple effect in the supply chain: an analysis and recent literature." International Journal of Production Research, Vol. 56, No. 1–2, pp. 414–430. https://doi.org/10.1080/00207543.2017.1387680
Du, T. C., Lai, V. S., Cheung, W., and Cui, X. (2012), "Willingness to share information in a supply chain: A partnership-data-process perspective." Information and Management, Vol. 49, No. 2, pp. 89–98. https://doi.org/10.1016/j.im.2011.10.003
Dubey, R., Gunasekaran, A., Childe, S. J., Papadopoulos, T., and Helo, P. (2019), "Supplier relationship management for circular economy: Influence of external pressures and top management commitment." Management Decision, Vol. 57, No. 4, pp. 767–790. https://doi.org/10.1108/MD-04-2018-0396
Eggers, J. E., Hofman, E., Schiele, H., & Holschbach, E. (2017), "Identifying the 'right' supplier for module developments-a cross-industrial case analysis." International Journal of Innovation Management, Vol. 21, Issue 3. World Scientific Publishing Co. Pte Ltd. https://doi.org/10.1142/S1363919617500268
Eisenhardt, K. M. (1989), "Building Theories from Case Study Research." The Academy of Management Review, Vol. 14, No. 4, pp. 532. https://doi.org/10.2307/258557
Eisenhardt, K. M., & Martin, J. A. (2000), "Dynamic capabilities: What are they?" Strategic Management Journal, Vol. 21, Nos. 10–11, pp. 1105–1121. https://doi.org/10.1002/1097-0266(200010/11)21:10/11<1105::AID-SMJ133>3.0.CO;2-E
Fan, H., Li, G., Sun, H., & Cheng, T. C. E. (2017), "An information processing perspective on supply chain risk management: Antecedents, mechanism, and consequences." International Journal of Production Economics, Vol. 185. https://doi.org/10.1016/j.ijpe.2016.11.015
Feng, T., Sun, L., & Zhang, Y. (2010), "The effects of customer and supplier involvement on competitive advantage: An empirical study in China." Industrial Marketing Management, Vol. 39, No. 8, pp. 1384–1394. https://doi.org/10.1016/j.indmarman.2010.04.006
Fernandes, A. C., Vilhena, E., Oliveira, R., Sampaio, P., & Carvalho, M. S. (2022), "Supply chain quality management impact on organization performance: results from an international survey." International Journal of Quality and Reliability Management, Vol. 39, No. 2, pp. 630–646. https://doi.org/10.1108/IJQRM-05-2020-0159
Flynn, B. B., Huo, B., & Zhao, X. (2010), "The impact of supply chain integration on performance: A contingency and configuration approach." Journal of Operations Management, Vol. 28, No. 1, pp. 58–71. https://doi.org/10.1016/J.JOM.2009.06.001
Flynn, B. B., Koufteros, X., & Lu, G. (2016), "On Theory in Supply Chain Uncertainty and its Implications for Supply Chain Integration." Journal of Supply Chain Management, Vol. 52, No. 3, pp. 3–27. https://doi.org/10.1111/jscm.12106
Flynn, B. B., Schroeder, R. G., & Sakakibara, S. (1995), "The Impact of Quality Management Practices on Performance and Competitive Advantage." Decision Sciences, Vol. 26, No. 5, pp. 659–691. https://doi.org/10.1111/j.1540-5915.1995.tb01445.x
Fornell, C., & Larcker, D. F. (1981), "Evaluating Structural Equation Models with Unobservable Variables and Measurement Error." Journal of Marketing Research, Vol. 18, No. 1, pp. 39–50. https://doi.org/10.1177/002224378101800104
Frazzon, E. M., Rodriguez, C. M. T., Pereira, M. M., Pires, M. C., & Uhlmann, I. (2019), "Towards Supply Chain Management 4.0." Brazilian Journal of Operations and Production Management, Vol. 16, No. 2, pp. 180–191. https://doi.org/10.14488/BJOPM.2019.v16.n2.a2
Ghadge, A., Er Kara, M., Moradlou, H., & Goswami, M. (2020), "The impact of Industry 4.0 implementation on supply chains." Journal of Manufacturing Technology Management, Vol. 31, No. 4, pp. 669–686. https://doi.org/10.1108/JMTM-10-2019-0368/FULL/HTML
Goldberg, D. M., Deane, J. K., & Ragsdale, C. T. (2018), "Integrating Spatial Analytics in Global Sourcing Decisions." International Journal of Information Technology and Decision Making, Vol. 17, No. 3, pp. 709–739. https://doi.org/10.1142/S0219622018500098
Gunasekaran, A., & Irani, Z. (2010, January), "Editorial: Modelling and analysis of outsourcing decisions in global supply chains." International Journal of Production Research, Vol. 48, No. 2, pp. 301–304. https://doi.org/10.1080/00207540903174775
Gupta, S., Kumar, S., Singh, S. K., Foropon, C., & Chandra, C. (2018), "Role of cloud ERP on the performance of an organization: Contingent resource-based view perspective." International Journal of Logistics Management, Vol. 29, No. 2, pp. 659–675. https://doi.org/10.1108/IJLM-07-2017-0192
Hair, Joe F., Ringle, C. M., & Sarstedt, M. (2011), "PLS-SEM: Indeed a silver bullet." Journal of Marketing Theory and Practice, Vol. 19, No. 2, pp. 139–152. https://doi.org/10.2753/MTP1069-6679190202
Hair, Joseph F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019), "When to use and how to report the results of PLS-SEM." European Business Review, Vol. 31, No. 1, pp. 2–24. https://doi.org/10.1108/EBR-11-2018-0203
He, Y., Keung Lai, K., Sun, H., & Chen, Y. (2014), "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, Vol. 147, Part B, pp. 260–270. https://doi.org/10.1016/j.ijpe.2013.04.044
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015), "A new criterion for assessing discriminant validity in variance-based structural equation modeling." Journal of the Academy of Marketing Science, Vol. 43, No. 1, pp. 115–135. https://doi.org/10.1007/S11747-014-0403-8
Henseler, J., Ringle, C. M., & Sinkovics, R. R. (2009), "The use of partial least squares path modeling in international marketing." Advances in International Marketing, Vol. 20, pp. 277–319. https://doi.org/10.1108/S1474-7979(2009)0000020014
Hong, J., Zhou, Z., Li, X., & Lau, K. H. (2020), "Supply chain quality management and firm performance in China’s food industry—the moderating role of social co-regulation." International Journal of Logistics Management, Vol. 31, No. 1, pp. 99–122. https://doi.org/10.1108/IJLM-05-2018-0124
Huo, B., Qi, Y., Wang, Z., & Zhao, X. (2014), "The impact of supply chain integration on firm performance: The moderating role of competitive strategy." Supply Chain Management, Vol. 19, No. 4, pp. 369–384. https://doi.org/10.1108/SCM-03-2013-0096
Iacobucci, D., Schneider, M. J., Popovich, D. L., & Bakamitsos, G. A. (2016), "Mean centering helps alleviate 'micro' but not 'macro' multicollinearity." Behavior Research Methods, Vol. 48, No. 4, pp. 1308–1317. https://doi.org/10.3758/s13428-015-0624-x
Ivanov, D. (2022), "Viable supply chain model: integrating agility, resilience and sustainability perspectives—lessons from and thinking beyond the COVID-19 pandemic." Annals of Operations Research, Vol. 319, No. 1, pp. 1411–1431. https://doi.org/10.1007/s10479-020-03640-6
Jöreskog, K. G., & Sörbom, D. (1993), Structural Equation Modeling with the Simplis Command Language. https://books.google.com.pk/books?hl=en&lr=&id=f61i3quHcv4C&oi=fnd&pg=PR15&dq=Joreskog+and+Sorbom,+1993
Lin, K. Y. (2018), "User experience-based product design for smart production to empower industry 4.0 in the glass recycling circular economy." Computers and Industrial Engineering, Vol. 125, pp. 729–738. https://doi.org/10.1016/j.cie.2018.06.023
Linton, T., & Vakil, B. (2020), "Coronavirus Is Proving We Need More Resilient Supply Chains." In Harvard Business Review (pp. 1–11). https://hbr.org/2020/03/coronavirus-is-proving-that-we-need-more-resilient-supply-chains#comment-section
Lotfi, M., & Saghiri, S. (2018), "Disentangling resilience, agility and leanness Conceptual development and empirical analysis." Journal of Manufacturing Technology Management, Vol. 29, No. 1, pp. 168–197. https://doi.org/10.1108/JMTM-01-2017-0014
Marshall, A., Bashir, H., Ojiako, U., & Chipulu, M. (2018), "A Machiavellian behavioral framing of social conflict risks in supply chains." Management Research Review, Vol. 41, No. 11, pp. 1290–1308. https://doi.org/10.1108/MRR-01-2018-0022
Mehrotra, S., Rahimian, H., Barah, M., Luo, F., & Schantz, K. (2020), "A model of supply-chain decisions for resource sharing with an application to ventilator allocation to combat COVID-19." Naval Research Logistics, Vol. 67, No. 5, pp. 303–320. https://doi.org/10.1002/nav.21905
Messina, D., Santos, C., Soares, A. L., & Barros, A. C. (2018), "Risk and visibility in supply chains: An information management perspective." In Global Business Expansion: Concepts, Methodologies, Tools, and Appl. (pp. 1501–1524). IGI Global. https://doi.org/10.4018/978-1-5225-5481-3.ch069
Mhatre, T. N., Thakkar, J. J., & Maiti, J. (2017), "Modelling critical risk factors for Indian construction project using interpretive ranking process (IRP) and system dynamics (SD)." International Journal of Quality and Reliability Management, Vol. 34, No. 9, pp. 1451–1473. https://doi.org/10.1108/IJQRM-09-2015-0140
Mishra, D., Sharma, R. R. K., Kumar, S., & Dubey, R. (2016), "Bridging and buffering: Strategies for mitigating supply risk and improving supply chain performance." International Journal of Production Economics, Vol. 180, pp. 183–197. https://doi.org/10.1016/j.ijpe.2016.08.005
Mugenda, O. M., & Mugenda, A. G. (2003), Research methods: Quantitative and qualitative Approaches. Nairobi: African Centre for Technology Studies. http://www.sciepub.com/reference/85966
Narayanan, A. E., Sridharan, R., & Ram Kumar, P. N. (2019), "Analyzing the interactions among barriers of sustainable supply chain management practices: A case study." Journal of Manufacturing Technology Management, Vol. 30, No. 6, pp. 937–971. https://doi.org/10.1108/JMTM-06-2017-0114
O’Leary-Kelly, S. W., & Vokurka, R. J. (1998), "The empirical assessment of construct validity." Journal of Operations Management, Vol. 16, No. 4, pp. 387–405. https://doi.org/10.1016/S0272-6963(98)00020-5
Paul, S. K., Asian, S., Goh, M., & Torabi, S. A. (2019), "Managing sudden transportation disruptions in supply chains under delivery delay and quantity loss." Annals of Operations Research, Vol. 273, No. 1–2, pp. 783–814. https://doi.org/10.1007/s10479-017-2684-z
Rafi-Ul-Shan, P. M., Grant, D. B., Perry, P., & Ahmed, S. (2018), "Relationship between sustainability and risk management in fashion supply chains: A systematic literature review." In International Journal of Retail and Distribution Management, Vol. 46, Issue 5, pp. 466–486. https://doi.org/10.1108/IJRDM-04-2017-0092
Ramanathan, U. (2013), "Aligning supply chain collaboration using Analytic Hierarchy Process." Omega (United Kingdom), Vol. 41, No. 2, pp. 431–440. https://doi.org/10.1016/j.omega.2012.03.001
Rosenzweig, E. D., Roth, A. V., & Dean, J. W. (2003), "The influence of an integration strategy on competitive capabilities and business performance: An exploratory study of consumer products manufacturers." Journal of Operations Management, Vol. 21, No. 4, pp. 437–456. https://doi.org/10.1016/S0272-6963(03)00037-8
Roy, S., & Satpathy, B. (2019), "Strategic Alliance Between Information Intensive Services and Supply Chain Integration: Impact on Firm Performance." Brazilian Journal of Operations and Production Management, Vol. 16, No. 2, pp. 241–260. https://doi.org/10.14488/BJOPM.2019.v16.n2.a7
Schoenherr, T., & Swink, M. (2015), "The Roles of Supply Chain Intelligence and Adaptability in New Product Launch Success." Decision Sciences, Vol. 46, No. 5, pp. 901–936. https://doi.org/10.1111/deci.12163
Scholten, K., & Fynes, B. (2017), "Risk and Uncertainty Management for Sustainable Supply Chains." In Springer Series in Supply Chain Management, Vol. 4, pp. 413–436. https://doi.org/10.1007/978-3-319-29791-0_19
Sheikh, N. (2017). Pakistan., Drops of the Divine: A Story of Milk in Pakistan. Link
Simchi-Levi, D., Schmidt, W., Wei, Y., Zhang, P. Y., Combs, K., Ge, Y., Gusikhin, O., Sanders, M., & Zhang, D. (2015). "Identifying risks and mitigating disruptions in the automotive supply chain." Interfaces, Vol. 45, No. 5, pp. 375–390. https://doi.org/10.1287/inte.2015.0804
Singh, S., Kumar, R., Panchal, R., & Tiwari, M. K. (2020). "Impact of COVID-19 on logistics systems and disruptions in food supply chain." International Journal of Physical Distribution & Logistics Management, Vol. 59, No. 7, pp. 1993–2008. https://doi.org/10.1080/00207543.2020.1792000
Soares, A., Soltani, E., & Liao, Y. Y. (2017). "The influence of supply chain quality management practices on quality performance: an empirical investigation." Supply Chain Management, Vol. 22, No. 2, pp. 122–144. https://doi.org/10.1108/SCM-08-2016-0286
Stank, T. P., Daugherty, P. J., & Autry, C. W. (1999). "Collaborative planning: Supporting automatic replenishment programs." Supply Chain Management: An International Journal, Vol. 4, No. 2, pp. 75–85. https://doi.org/10.1108/13598549910264752
Stevenson, M., & Spring, M. (2007). "Flexibility from a supply chain perspective: Definition and review." International Journal of Operations and Production Management, Vol. 27, No. 7, pp. 685–713. https://doi.org/10.1108/01443570710756956
Swink, M., Narasimhan, R., & Wang, C. (2007). "Managing beyond the factory walls: Effects of four types of strategic integration on manufacturing plant performance." Journal of Operations Management, Vol. 25, No. 1, pp. 148–164. https://doi.org/10.1016/j.jom.2006.02.006
Talib, F., Rahman, Z., & Qureshi, M. N. (2010). "Integrating Total Quality Management and Supply Chain Management: Similarities and Benefits." The IUP Journal of Supply Chain Management (IJSCM).
Talib, H. H. A., Ali, K. A. M., & Idris, F. (2014). "Critical success factors of quality management practices among SMEs in the food processing industry in Malaysia." Journal of Small Business and Enterprise Development, Vol. 21, No. 1, pp. 152–176. https://doi.org/10.1108/JSBED-10-2013-0162
Tang, C. S. (2006). "Robust strategies for mitigating supply chain disruptions." International Journal of Logistics Research and Applications, Vol. 9, No. 1, pp. 33–45. https://doi.org/10.1080/13675560500405584
Tarigan, Z. J. H., Mochtar, J., Basana, S. R., & Siagian, H. (2021). "The effect of competency management on organizational performance through supply chain integration and quality." Uncertain Supply Chain Management, Vol. 9, No. 2, pp. 283–294. https://doi.org/10.5267/J.USCM.2021.3.004
Teece, D. J., Pisano, G. & Shuen, A. (1997). "Dynamic capabilities and strategic management." Strategic Management Journal. https://doi.org/10.1002/(SICI)1097-0266(199708)18:7<509::AID-SMJ882>3.0.CO;2-Z
Toker, K. & Pinar, R. İ. (2019). "The Mediating Role Effect of Internal Integration Between Long Term Relationship with Suppliers and Customers and Business Performance in Turkey ICI 500 Enterprises." Brazilian Journal of Operations & Production Management, Vol. 16, No. 4, pp. 592–604. https://doi.org/10.14488/BJOPM.2019.v16.n4.a5
Trkman, P. & McCormack, K. (2009a). "Supply chain risk in turbulent environments-A conceptual model for managing supply chain network risk." International Journal of Production Economics, Vol. 119, No. 2, pp. 247–258. https://doi.org/10.1016/j.ijpe.2009.03.002
Trkman, P. & McCormack, K. (2009b). "Supply chain risk in turbulent environments-A conceptual model for managing supply chain network risk." International Journal of Production Economics, Vol. 119, No. 2, pp. 247–258. https://doi.org/10.1016/j.ijpe.2009.03.002
Tummala, R. & Schoenherr, T. (2011). "Assessing and managing risks using the Supply Chain Risk Management Process (SCRMP)." Supply Chain Management, Vol. 16, No. 6, pp. 474–483. https://doi.org/10.1108/13598541111171165
Wagner, J. A. & Crampton, S. M. (1993). "Percept-Percept Inflation in Micro Organizational Research: an Investigation of Prevalence and Effect." Academy of Management Proceedings, 1993(1), pp. 310–314. https://doi.org/10.5465/ambpp.1993.10317060
Wang, B., Childerhouse, P., Kang, Y., Huo, B. & Mathrani, S. (2016). "Enablers of supply chain integration: Interpersonal and interorganizational relationship perspectives." Industrial Management and Data Systems, Vol. 116, No. 4, pp. 838–855. https://doi.org/10.1108/IMDS-09-2015-0403
Wernerfelt, B. & Karnani, A. (1987). "Competitive strategy under uncertainty." Strategic Management Journal, Vol. 8, No. 2, pp. 187–194. https://doi.org/10.1002/smj.4250080209
Wiengarten, F., Humphreys, P., Gimenez, C. & McIvor, R. (2016). "Risk, risk management practices, and the success of supply chain integration." International Journal of Production Economics, Vol. 171, pp. 361–370. https://doi.org/10.1016/j.ijpe.2015.03.020
Wilhelm, M. M., Blome, C., Bhakoo, V. & Paulraj, A. (2016). "Sustainability in multi-tier supply chains: Understanding the double agency role of the first-tier supplier." Journal of Operations Management, Vol. 41, pp. 42–60. https://doi.org/10.1016/j.jom.2015.11.001
Wong, C.Y., Boon-Itt, S., and Wong, C.W.Y. (2011). "The contingency effects of environmental uncertainty on the relationship between supply chain integration and operational performance." Journal of Operations Management, Vol. 29, No. 6, pp. 604–615. https://doi.org/10.1016/j.jom.2011.01.003
Wu, T., Blackhurst, J., and O’Grady, P. (2007). "Methodology for supply chain disruption analysis." International Journal of Production Research, Vol. 45, No. 7, pp. 1665–1682. https://doi.org/10.1080/00207540500362138
Xia, D., and Chen, B. (2011). "A comprehensive decision-making model for risk management of supply chain." Expert Systems with Applications, Vol. 38, No. 5, pp. 4957–4966. https://doi.org/10.1016/j.eswa.2010.09.156
Yang, B., Burns, N.D., and Backhouse, C.J. (2005). "An empirical investigation into the barriers to postponement." International Journal of Production Research, Vol. 43, No. 5, pp. 991–1005. https://doi.org/10.1080/00207540412331316134
Yang, B., and Yang, Y. (2009). "Postponement in supply chain risk management: a complexity perspective." International Journal of Production Research, Vol. 48, No. 7, pp. 1901–1912. https://doi.org/10.1080/00207540902791850
Yang, P.C., Chung, S.L., Wee, H.M., Zahara, E., and Peng, C.Y. (2013). "Collaboration for a closed-loop deteriorating inventory supply chain with multi-retailer and price-sensitive demand." International Journal of Production Economics, Vol. 143, No. 2, pp. 557–566. https://doi.org/10.1016/j.ijpe.2012.07.020
Zhao, L., Huo, B., Sun, L., and Zhao, X. (2013). "The impact of supply chain risk on supply chain integration and company performance: a global investigation." Supply Chain Management: An International Journal, Vol. 18, No. 2, pp. 115–131. https://doi.org/10.1108/13598541311318773
Zhou, L., Naim, M.M., and Disney, S.M. (2017). "The impact of product returns and remanufacturing uncertainties on the dynamic performance of a multi-echelon closed-loop supply chain." International Journal of Production Economics, Vol. 183, pp. 487–502. https://doi.org/10.1016/j.ijpe.2016.07.021
Zhu, Q., Feng, Y., and Choi, S.B. (2017). "The role of customer relational governance in environmental and economic performance improvement through green supply chain management." J Clean Prod, Vol. 155, pp. 46–53. https://doi.org/10.1016/j.jclepro.2016.02.124
Ziaullah, M., Yi, F., and Akhter, S.N. (2017). "How a supply chain process matters in firms’ performance—an empirical evidence of Pakistan." Journal of Competitiveness, Vol. 9, No. 4, pp. 66–80. https://doi.org/10.7441/joc.2017.04.05
Zsidisin, G.A., and Ellram, L.M. (2003). "An Agency Theory Investigation of Supply Risk Management." Journal of Supply Chain Management, Vol. 39, No. 2, pp. 15–27. https://doi.org/10.1111/j.1745-493X.2003.tb00156.x
Zsidisin, G.A., and Henke, M. (2019). "Research in Supply Chain Risk: Historical Roots and Future Perspectives." In Springer Series in Supply Chain Management (Vol. 7, pp. 1–12). https://doi.org/10.1007/978-3-030-03813-7_1
Zu, X., and Kaynak, H. (2012). "An agency theory perspective on supply chain quality management." International Journal of Operations and Production Management, Vol. 32, No. 4, pp. 423–446. https://doi.org/10.1108/01443571211223086
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