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An agent-based simulation model for analyzing and optimizing omni-channel retailing operation decisions

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  • Li, Jing
  • Liu, XiaoWen

Abstract

With the advent of digitalization, the retail industry has undergone significant transformations, ushering in the era of omni-channel. However, most retailers struggle with stagnant omni-channel transformation due to limited decision analysis tools and quantitative research. This study utilizes case study data and Agent-Based Modeling (ABM) to compare three retail models: brick & mortar, pure-play e-tailer, and omni-channel. Through a comprehensive evaluation of enterprise, social, and consumer utilities, the omni-channel model emerges as the optimal choice. The study also offers optimization suggestions and simulation tool for the omni-channel retailers.

Suggested Citation

  • Li, Jing & Liu, XiaoWen, 2024. "An agent-based simulation model for analyzing and optimizing omni-channel retailing operation decisions," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
  • Handle: RePEc:eee:joreco:v:79:y:2024:i:c:s0969698924001413
    DOI: 10.1016/j.jretconser.2024.103845
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    References listed on IDEAS

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    1. Zhang, Sha & Pauwels, Koen & Peng, Chenming, 2019. "The Impact of Adding Online-to-Offline Service Platform Channels on Firms' Offline and Total Sales and Profits," Journal of Interactive Marketing, Elsevier, vol. 47(C), pages 115-128.
    2. Silva, Petrônio C.L. & Batista, Paulo V.C. & Lima, Hélder S. & Alves, Marcos A. & Guimarães, Frederico G. & Silva, Rodrigo C.P., 2020. "COVID-ABS: An agent-based model of COVID-19 epidemic to simulate health and economic effects of social distancing interventions," Chaos, Solitons & Fractals, Elsevier, vol. 139(C).
    3. Sava Čavoški & Aleksandar Marković, 2017. "Agent-based modelling and simulation in the analysis of customer behaviour on B2C e-commerce sites," Journal of Simulation, Taylor & Francis Journals, vol. 11(4), pages 335-345, November.
    4. Friederike Wall, 2016. "Agent-based modeling in managerial science: an illustrative survey and study," Review of Managerial Science, Springer, vol. 10(1), pages 135-193, January.
    5. Ryu, Min Ho & Cho, Yongsun & Lee, Daeho, 2019. "Should small-scale online retailers diversify distribution channels into offline channels? Focused on the clothing and fashion industry," Journal of Retailing and Consumer Services, Elsevier, vol. 47(C), pages 74-77.
    6. Timoumi, Ahmed & Gangwar, Manish & Mantrala, Murali K., 2022. "Cross-channel effects of omnichannel retail marketing strategies: A review of extant data-driven research," Journal of Retailing, Elsevier, vol. 98(1), pages 133-151.
    7. Wang, Rebecca Jen-Hui & Malthouse, Edward C. & Krishnamurthi, Lakshman, 2015. "On the Go: How Mobile Shopping Affects Customer Purchase Behavior," Journal of Retailing, Elsevier, vol. 91(2), pages 217-234.
    8. Cao, Lanlan & Li, Li, 2015. "The Impact of Cross-Channel Integration on Retailers’ Sales Growth," Journal of Retailing, Elsevier, vol. 91(2), pages 198-216.
    9. Hazem Krichene & Mhamed-Ali El-Aroui, 2018. "Artificial stock markets with different maturity levels: simulation of information asymmetry and herd behavior using agent-based and network models," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 13(3), pages 511-535, October.
    10. Gao, Mengjia & Huang, Lin, 2021. "Quality of channel integration and customer loyalty in omnichannel retailing: The mediating role of customer engagement and relationship program receptiveness," Journal of Retailing and Consumer Services, Elsevier, vol. 63(C).
    11. Zhang, Peng & He, Yong & Shi, Chunming (Victor), 2017. "Retailer's channel structure choice: Online channel, offline channel, or dual channels?," International Journal of Production Economics, Elsevier, vol. 191(C), pages 37-50.
    12. Melis, Kristina & Campo, Katia & Breugelmans, Els & Lamey, Lien, 2015. "The Impact of the Multi-channel Retail Mix on Online Store Choice: Does Online Experience Matter?," Journal of Retailing, Elsevier, vol. 91(2), pages 272-288.
    13. Thaichon, Park & Phau, Ian & Weaven, Scott, 2022. "Moving from multi-channel to Omni-channel retailing: Special issue introduction," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    14. Lanlan Cao & Li Li, 2015. "The Impact of Cross-Channel Integration on Retailers’ Sales Growth," Post-Print hal-02009466, HAL.
    15. 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).
    16. Liao, Shu-Hsien & Yang, Ling-Ling, 2020. "Mobile payment and online to offline retail business models," Journal of Retailing and Consumer Services, Elsevier, vol. 57(C).
    17. Beck, Norbert & Rygl, David, 2015. "Categorization of multiple channel retailing in Multi-, Cross-, and Omni†Channel Retailing for retailers and retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 27(C), pages 170-178.
    18. Schneider, Patricia J. & Zielke, Stephan, 2020. "Searching offline and buying online – An analysis of showrooming forms and segments," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    19. Nelson Alfonso Gómez-Cruz & Isabella Loaiza Saa & Francisco Fernando Ortega Hurtado, 2017. "Agent-based simulation in management and organizational studies: a survey," European Journal of Management and Business Economics, Emerald Group Publishing Limited, vol. 26(3), pages 313-328, October.
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