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Performance evaluation of Omni channel distribution network configurations using multi criteria decision making techniques

Author

Listed:
  • T. Prabhuram

    (Anna University)

  • M. Rajmohan

    (Anna University)

  • Youchao Tan

    (Jinan University)

  • R. Robert Johnson

    (IIT Madras)

Abstract

The Omni channel (OC) is an integrated fulfillment process of satisfying the demands from multiple channels such as a physical store, call center, mail, online and mobile applications with seamless customer experience. The growth of innovative technologies and mobile platforms attracts customers to online channels. The retail industries are facing a challenging task of managing the online demand along with traditional demand, which leads to the origin of the Omni channel. The objective of this study is to identify the four different distribution network configuration of OC and evaluating their performance using different multi-criteria decision making (MCDM) techniques such as analytical hierarchy process, fuzzy analytical hierarchy process and technique for order preference by similarity to ideal solution with respect to cost and service factors. The results obtained through different MCDM techniques show that integrated warehouse and transport—delivery from all Nodes configuration performs better than other configurations. A sensitivity analysis is performed to examine the stability of priority ranking. Also gap analysis is carried out to improve the level of certainty in decision making. This research article is the first of its kind, which applies the MCDM techniques for evaluating the performance of Omni channel distribution network configurations.

Suggested Citation

  • T. Prabhuram & M. Rajmohan & Youchao Tan & R. Robert Johnson, 2020. "Performance evaluation of Omni channel distribution network configurations using multi criteria decision making techniques," Annals of Operations Research, Springer, vol. 288(1), pages 435-456, May.
  • Handle: RePEc:spr:annopr:v:288:y:2020:i:1:d:10.1007_s10479-020-03533-8
    DOI: 10.1007/s10479-020-03533-8
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    References listed on IDEAS

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    1. Ailawadi, Kusum L. & Farris, Paul W., 2017. "Managing Multi- and Omni-Channel Distribution: Metrics and Research Directions," Journal of Retailing, Elsevier, vol. 93(1), pages 120-135.
    2. Lim, Stanley Frederick W. T. & Rabinovich, Elliot & Rogers, Dale S. & Lasester, Timothy M., 2016. "Last-mile Supply Network Distribution in Omni-Channel Retailing: A Configuration-Based Typology," Foundations and Trends(R) in Technology, Information and Operations Management, now publishers, vol. 10(1), pages 1-87, November.
    3. Verhoef, Peter C. & Kannan, P.K. & Inman, J. Jeffrey, 2015. "From Multi-Channel Retailing to Omni-Channel Retailing," Journal of Retailing, Elsevier, vol. 91(2), pages 174-181.
    4. Tsiakis, Panagiotis & Papageorgiou, Lazaros G., 2008. "Optimal production allocation and distribution supply chain networks," International Journal of Production Economics, Elsevier, vol. 111(2), pages 468-483, February.
    5. Qiang, Qiang & Ke, Ke & Anderson, Trisha & Dong, June, 2013. "The closed-loop supply chain network with competition, distribution channel investment, and uncertainties," Omega, Elsevier, vol. 41(2), pages 186-194.
    6. Validi, Sahar & Bhattacharya, Arijit & Byrne, P.J., 2014. "A case analysis of a sustainable food supply chain distribution system—A multi-objective approach," International Journal of Production Economics, Elsevier, vol. 152(C), pages 71-87.
    7. Govindan, Kannan & Kaliyan, Mathiyazhagan & Kannan, Devika & Haq, A.N., 2014. "Barriers analysis for green supply chain management implementation in Indian industries using analytic hierarchy process," International Journal of Production Economics, Elsevier, vol. 147(PB), pages 555-568.
    8. Yoram Wind & Thomas L. Saaty, 1980. "Marketing Applications of the Analytic Hierarchy Process," Management Science, INFORMS, vol. 26(7), pages 641-658, July.
    9. Jyoti Dhingra Darbari & Devika Kannan & Vernika Agarwal & P. C. Jha, 2019. "Fuzzy criteria programming approach for optimising the TBL performance of closed loop supply chain network design problem," Annals of Operations Research, Springer, vol. 273(1), pages 693-738, February.
    10. Santoso, Tjendera & Ahmed, Shabbir & Goetschalckx, Marc & Shapiro, Alexander, 2005. "A stochastic programming approach for supply chain network design under uncertainty," European Journal of Operational Research, Elsevier, vol. 167(1), pages 96-115, November.
    11. Mojtaba Ghiyasi, 2019. "Full ranking of efficient and inefficient DMUs with the same measure of efficiency in DEA," International Journal of Business Performance and Supply Chain Modelling, Inderscience Enterprises Ltd, vol. 10(3), pages 236-252.
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