IDEAS home Printed from https://ideas.repec.org/a/spr/annopr/v326y2023i2d10.1007_s10479-022-04823-z.html
   My bibliography  Save this article

A hybrid multi criteria decision-making framework to facilitate omnichannel adoption in logistics: an empirical case study

Author

Listed:
  • Ruchi Mishra

    (Institute of Rural Management Anand (IRMA))

  • Rajesh Kr Singh

    (Management Development Institute Gurgaon)

  • Venkatesh Mani

    (Montpellier Business School (MBS))

Abstract

The study aims to propose a decision-making framework for prioritising solutions to overcome barriers to omnichannel adoption in logistics. An empirical case study has been carried out to assess the practicality and validity of this framework in the actual environment. The decision-making framework embraces an integrated approach comprising of fuzzy Delphi Method (FDM), fuzzy Analytic Hierarchy Process (FAHP) and fuzzy VlseKriterijumska Optimizacija I Kompromisno Resenje (FVIKOR) for capturing human thinking and subjectivity for doing evaluation and prioritisation of solutions. The proposed framework has been evaluated in an Indian apparel firm. The results suggest that the proposed framework can identify and prioritise the solutions of omnichannel adoption in logistics to overcome its barriers. The proposed framework relies on the well-structured knowledge and personal experience of potential experts to consider various fuzzy regions in the decision making. The present framework offers guidelines to practitioners for the successful adoption of omnichannel retailing regarding the identification and prioritisation of solutions to overcome the barriers of omnichannel adoption.

Suggested Citation

  • Ruchi Mishra & Rajesh Kr Singh & Venkatesh Mani, 2023. "A hybrid multi criteria decision-making framework to facilitate omnichannel adoption in logistics: an empirical case study," Annals of Operations Research, Springer, vol. 326(2), pages 685-719, July.
  • Handle: RePEc:spr:annopr:v:326:y:2023:i:2:d:10.1007_s10479-022-04823-z
    DOI: 10.1007/s10479-022-04823-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10479-022-04823-z
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10479-022-04823-z?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Cheng, Ching-Hsue, 1997. "Evaluating naval tactical missile systems by fuzzy AHP based on the grade value of membership function," European Journal of Operational Research, Elsevier, vol. 96(2), pages 343-350, January.
    2. Wang, Ying-Ming & Luo, Ying & Hua, Zhongsheng, 2008. "On the extent analysis method for fuzzy AHP and its applications," European Journal of Operational Research, Elsevier, vol. 186(2), pages 735-747, April.
    3. Fu, Xiaoyong & Zhu, Qinghua & Sarkis, Joseph, 2012. "Evaluating green supplier development programs at a telecommunications systems provider," International Journal of Production Economics, Elsevier, vol. 140(1), pages 357-367.
    4. Karine Picot-Coupey & Elodie Huré & Lauren Piveteau, 2016. "Channel design to enrich customers’ shopping experiences: synchronizing clicks with bricks in an omni-channel perspective - the Direct Optic case," Post-Print halshs-01290473, HAL.
    5. Sunil Chopra, 2016. "How omni-channel can be the future of retailing," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 43(2), pages 135-144, June.
    6. Gao, Wei & Fan, Hua & Li, Wenqian & Wang, Huiling, 2021. "Crafting the customer experience in omnichannel contexts: The role of channel integration," Journal of Business Research, Elsevier, vol. 126(C), pages 12-22.
    7. Cao, Lanlan & Li, Li, 2018. "Determinants of Retailers' Cross-channel Integration: An Innovation Diffusion Perspective on Omni-channel Retailing," Journal of Interactive Marketing, Elsevier, vol. 44(C), pages 1-16.
    8. Liou, James J.H. & Tsai, Chieh-Yuan & Lin, Rong-Ho & Tzeng, Gwo-Hshiung, 2011. "A modified VIKOR multiple-criteria decision method for improving domestic airlines service quality," Journal of Air Transport Management, Elsevier, vol. 17(2), pages 57-61.
    9. Adolfo Rene Santa Cruz Rodriguez & Paulo Vitor De Oliveira, 2022. "An extension of systematic layout planning by using fuzzy AHP and fuzzy VIKOR methods: a case study," European Journal of Industrial Engineering, Inderscience Enterprises Ltd, vol. 16(1), pages 1-30.
    10. Junn-Yuan Teng & Wen-Chih Huang & Maw-Cherng Lin, 2010. "Systematic budget allocation for transportation construction projects: a case in Taiwan," Transportation, Springer, vol. 37(2), pages 331-361, March.
    11. Chang, Da-Yong, 1996. "Applications of the extent analysis method on fuzzy AHP," European Journal of Operational Research, Elsevier, vol. 95(3), pages 649-655, December.
    12. Mandal, Prasenjit & Basu, Preetam & Saha, Kushal, 2021. "Forays into omnichannel: An online retailer’s strategies for managing product returns," European Journal of Operational Research, Elsevier, vol. 292(2), pages 633-651.
    13. Chunguang Bai & Joseph Sarkis, 2020. "A supply chain transparency and sustainability technology appraisal model for blockchain technology," International Journal of Production Research, Taylor & Francis Journals, vol. 58(7), pages 2142-2162, April.
    14. Wei, Ying & Li, Feng, 2020. "Omnichannel supply chain operations for luxury products with conspicuous consumers," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 137(C).
    15. 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.
    16. Abdul, Daud & Wenqi, Jiang & Tanveer, Arsalan, 2022. "Prioritization of renewable energy source for electricity generation through AHP-VIKOR integrated methodology," Renewable Energy, Elsevier, vol. 184(C), pages 1018-1032.
    17. Xiunian Zhang & Jasmine Siu Lee Lam, 2019. "A fuzzy Delphi-AHP-TOPSIS framework to identify barriers in big data analytics adoption: case of maritime organizations," Maritime Policy & Management, Taylor & Francis Journals, vol. 46(7), pages 781-801, October.
    18. Büyüközkan, Gülçin & Havle, Celal Alpay & Feyzioğlu, Orhan, 2021. "Digital competency evaluation of low-cost airlines using an integrated IVIF AHP and IVIF VIKOR methodology," Journal of Air Transport Management, Elsevier, vol. 91(C).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Nitidetch Koohathongsumrit & Pongchanun Luangpaiboon, 2022. "An integrated FAHP–ZODP approach for strategic marketing information system project selection," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(6), pages 1792-1809, September.
    2. Aydin, Nezir & Celik, Erkan & Gumus, Alev Taskin, 2015. "A hierarchical customer satisfaction framework for evaluating rail transit systems of Istanbul," Transportation Research Part A: Policy and Practice, Elsevier, vol. 77(C), pages 61-81.
    3. Irina Vinogradova-Zinkevič, 2023. "Comparative Sensitivity Analysis of Some Fuzzy AHP Methods," Mathematics, MDPI, vol. 11(24), pages 1-41, December.
    4. Dinçer, Hasan & Yüksel, Serhat, 2019. "An integrated stochastic fuzzy MCDM approach to the balanced scorecard-based service evaluation," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 166(C), pages 93-112.
    5. Limeng Chai & Yicheng Wang, 2022. "Exploring the Sustainable Usage Intention of BOPS: A Perspective of Channel Integration Quality," Sustainability, MDPI, vol. 14(21), pages 1-16, October.
    6. Sajid Ali & Sang-Moon Lee & Choon-Man Jang, 2017. "Determination of the Most Optimal On-Shore Wind Farm Site Location Using a GIS-MCDM Methodology: Evaluating the Case of South Korea," Energies, MDPI, vol. 10(12), pages 1-22, December.
    7. V. Alpagut Yavuz, 2016. "An Analysis of Job Change Decision Using a Hybrid Mcdm Method: A Comparative Analysis," International Journal of Business and Social Research, MIR Center for Socio-Economic Research, vol. 6(3), pages 60-75, March.
    8. Shen, Yinhai & Zhang, Qing & Zhang, Zhichao & Ma, Xinyu, 2022. "Omnichannel retailing return operations with consumer disappointment aversion," Operations Research Perspectives, Elsevier, vol. 9(C).
    9. Hajdas, Monika & Radomska, Joanna & Silva, Susana C., 2022. "The omni-channel approach: A utopia for companies?," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    10. Wang, Xiaojun & Chan, Hing Kai & Li, Dong, 2015. "A case study of an integrated fuzzy methodology for green product development," European Journal of Operational Research, Elsevier, vol. 241(1), pages 212-223.
    11. Caprioli, Caterina & Bottero, Marta, 2021. "Addressing complex challenges in transformations and planning: A fuzzy spatial multicriteria analysis for identifying suitable locations for urban infrastructures," Land Use Policy, Elsevier, vol. 102(C).
    12. Hsin-Chieh Wu & Toly Chen & Chin-Hau Huang, 2020. "A Piecewise Linear FGM Approach for Efficient and Accurate FAHP Analysis: Smart Backpack Design as an Example," Mathematics, MDPI, vol. 8(8), pages 1-18, August.
    13. Grošelj, Petra & Hodges, Donald G. & Zadnik Stirn, Lidija, 2016. "Participatory and multi-criteria analysis for forest (ecosystem) management: A case study of Pohorje, Slovenia," Forest Policy and Economics, Elsevier, vol. 71(C), pages 80-86.
    14. Nehal Elshaboury & Tarek Attia & Mohamed Marzouk, 2020. "Comparison of Several Aggregation Techniques for Deriving Analytic Network Process Weights," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 34(15), pages 4901-4919, December.
    15. Paweł Karczmarek & Witold Pedrycz & Adam Kiersztyn, 2021. "Fuzzy Analytic Hierarchy Process in a Graphical Approach," Group Decision and Negotiation, Springer, vol. 30(2), pages 463-481, April.
    16. Weiliang Qiao & Yu Liu & Xiaoxue Ma & Yang Liu, 2020. "Human Factors Analysis for Maritime Accidents Based on a Dynamic Fuzzy Bayesian Network," Risk Analysis, John Wiley & Sons, vol. 40(5), pages 957-980, May.
    17. Mohamed Hanine & Omar Boutkhoum & Abderrafie El Maknissi & Abdessadek Tikniouine & Tarik Agouti, 2016. "Decision making under uncertainty using PEES–fuzzy AHP–fuzzy TOPSIS methodology for landfill location selection," Environment Systems and Decisions, Springer, vol. 36(4), pages 351-367, December.
    18. Hui-Ming Deanna Wang & Foo Nin Ho, 2023. "The Effects of Information Technology in Retailer Performance and Survival: The Case of Store-Based Retailers," SAGE Open, , vol. 13(4), pages 21582440231, December.
    19. Chan, Felix T.S. & Kumar, Niraj, 2007. "Global supplier development considering risk factors using fuzzy extended AHP-based approach," Omega, Elsevier, vol. 35(4), pages 417-431, August.
    20. María Carmen Carnero & Andrés Gómez, 2019. "Optimization of Decision Making in the Supply of Medicinal Gases Used in Health Care," Sustainability, MDPI, vol. 11(10), pages 1-31, May.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:annopr:v:326:y:2023:i:2:d:10.1007_s10479-022-04823-z. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.