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Digital retailing practices for triggering physical retailers’ bounce-back and bounce-forward performance against a great shock: evidence from the COVID-19 pandemic

Author

Listed:
  • Sirui Li

    (Université Libre de Bruxelles)

  • Jing Su

    (Université catholique de Louvain)

  • Ying Liu

    (University of Chinese Academy of Sciences)

  • Xianwei Shi

    (Shanghai Jiao Tong University)

  • Jie Wang

    (Stanford University
    Stanford University)

  • Michael D. Lepech

    (Stanford University
    Stanford University)

Abstract

This paper explores the mapping from specific digitalization practices to specific resilient performance against a great shock. Based on an adapted structure–conduct–performance framework, this paper hypothesizes by theoretically analyzing how the pre-shock establishment of digital retailing practices could trigger physical retailers’ bounce-back and bounce-forward performance against the COVID-19 crisis. Using a difference-in-differences strategy, the hypotheses are examined with a sample including 549 observations of 50 Chinese listed retailers from the first quarter of 2018 to the third quarter of 2020. The empirical results mainly indicate the following binary findings. First, regardless of the differences in triggering bounce-back performance, different digital retailing practices are found to be effective in triggering physical retailers’ bounce-forward performance against the COVID-19 crisis. This somewhat addresses the concern about the temporality of digitalization-enabled resilience by revealing the generality across digital retailing practices in the sense of triggering resilient performance. Second, it is shown that physical retailers’ bounce-back performance at a specific stage of the COVID-19 crisis could only be triggered by digital retailing practices that coincidentally apply to the shock-induced market structure changes at the stage. The results emphasize each digitalization practice’s individuality in triggering resilient performance. This justifies the non-negligibility of the direct mapping from specific digitalization practices to specific resilient performance in digitalization-enabled resilience evaluation.

Suggested Citation

  • Sirui Li & Jing Su & Ying Liu & Xianwei Shi & Jie Wang & Michael D. Lepech, 2024. "Digital retailing practices for triggering physical retailers’ bounce-back and bounce-forward performance against a great shock: evidence from the COVID-19 pandemic," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-15, December.
  • Handle: RePEc:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-024-03927-0
    DOI: 10.1057/s41599-024-03927-0
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    1. Jean Tirole, 1988. "The Theory of Industrial Organization," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262200716, April.
    2. Keane, Michael & Neal, Timothy, 2021. "Consumer panic in the COVID-19 pandemic," Journal of Econometrics, Elsevier, vol. 220(1), pages 86-105.
    3. Zhen, Xueping & Xu, Shuangshuang & Li, Yongjian & Shi, Dan, 2022. "When and how should a retailer use third-party platform channels? The Impact of spillover effects," European Journal of Operational Research, Elsevier, vol. 301(2), pages 624-637.
    4. Roh, Minjung & Park, Kiwan, 2019. "Adoption of O2O food delivery services in South Korea: The moderating role of moral obligation in meal preparation," International Journal of Information Management, Elsevier, vol. 47(C), pages 262-273.
    5. Papanagnou, Christos & Seiler, Andreas & Spanaki, Konstantina & Papadopoulos, Thanos & Bourlakis, Michael, 2022. "Data-driven digital transformation for emergency situations: The case of the UK retail sector," International Journal of Production Economics, Elsevier, vol. 250(C).
    6. Lechner, Michael, 2011. "The Estimation of Causal Effects by Difference-in-Difference Methods," Foundations and Trends(R) in Econometrics, now publishers, vol. 4(3), pages 165-224, November.
    7. Wongkitrungrueng, Apiradee & Assarut, Nuttapol, 2020. "The role of live streaming in building consumer trust and engagement with social commerce sellers," Journal of Business Research, Elsevier, vol. 117(C), pages 543-556.
    8. Wang, Dongyi & Luo, Xin (Robert) & Hua, Ying & Benitez, Jose, 2023. "Customers’ help-seeking propensity and decisions in brands’ self-built live streaming E-Commerce: A mixed-methods and fsQCA investigation from a dual-process perspective," Journal of Business Research, Elsevier, vol. 156(C).
    9. Sheth, Jagdish, 2020. "Impact of Covid-19 on consumer behavior: Will the old habits return or die?," Journal of Business Research, Elsevier, vol. 117(C), pages 280-283.
    10. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    11. Jaeung Sim & Daegon Cho & Youngdeok Hwang & Rahul Telang, 2022. "Frontiers: Virus Shook the Streaming Star: Estimating the COVID-19 Impact on Music Consumption," Marketing Science, INFORMS, vol. 41(1), pages 19-32, January.
    12. Conz, Elisa & Magnani, Giovanna, 2020. "A dynamic perspective on the resilience of firms: A systematic literature review and a framework for future research," European Management Journal, Elsevier, vol. 38(3), pages 400-412.
    13. Konings, Jozef & Vandenbussche, Hylke, 2008. "Heterogeneous responses of firms to trade protection," Journal of International Economics, Elsevier, vol. 76(2), pages 371-383, December.
    14. Bianco, Débora & Bueno, Adauto & Godinho Filho, Moacir & Latan, Hengky & Miller Devós Ganga, Gilberto & Frank, Alejandro G. & Chiappetta Jabbour, Charbel Jose, 2023. "The role of Industry 4.0 in developing resilience for manufacturing companies during COVID-19," International Journal of Production Economics, Elsevier, vol. 256(C).
    15. Zhao, Nanyang & Hong, Jiangtao & Lau, Kwok Hung, 2023. "Impact of supply chain digitalization on supply chain resilience and performance: A multi-mediation model," International Journal of Production Economics, Elsevier, vol. 259(C).
    16. Lin, Xiaolin & Li, Yibai & Wang, Xuequn, 2017. "Social commerce research: Definition, research themes and the trends," International Journal of Information Management, Elsevier, vol. 37(3), pages 190-201.
    17. Bag, Surajit & Rahman, Muhammad Sabbir & Srivastava, Gautam & Chan, Hau-Ling & Bryde, David J., 2022. "The role of big data and predictive analytics in developing a resilient supply chain network in the South African mining industry against extreme weather events," International Journal of Production Economics, Elsevier, vol. 251(C).
    18. Dubey, Rameshwar & Bryde, David J. & Dwivedi, Yogesh K. & Graham, Gary & Foropon, Cyril, 2022. "Impact of artificial intelligence-driven big data analytics culture on agility and resilience in humanitarian supply chain: A practice-based view," International Journal of Production Economics, Elsevier, vol. 250(C).
    19. Hung‐Hao Chang & Chad D. Meyerhoefer, 2021. "COVID‐19 and the Demand for Online Food Shopping Services: Empirical Evidence from Taiwan," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(2), pages 448-465, March.
    20. Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881, September.
    21. Avi Goldfarb, 2006. "State Dependence at Internet Portals," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 15(2), pages 317-352, June.
    22. Torres, Pedro & Augusto, Mário, 2019. "Building resilience to negative information and increasing purchase intentions in a digital environment," Journal of Business Research, Elsevier, vol. 101(C), pages 528-535.
    23. Dormady, Noah C. & Rose, Adam & Roa-Henriquez, Alfredo & Morin, C. Blain, 2022. "The cost-effectiveness of economic resilience," International Journal of Production Economics, Elsevier, vol. 244(C).
    24. Gu, Minhao & Yang, Lu & Huo, Baofeng, 2021. "The impact of information technology usage on supply chain resilience and performance: An ambidexterous view," International Journal of Production Economics, Elsevier, vol. 232(C).
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