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Resistance to O2O technology platform adoption among small retailers: The influence of visibility and discoverability

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  • Chawla, Umesh
  • Verma, Balraj
  • Mittal, Amit

Abstract

Research on Online-to-offline (O2O) platforms is witnessing significant growth. However, the actual utilization of O2O platforms by small retailers is still in its early stages. The purpose of this study is to investigate the factors that lead to small merchants' reluctance to O2O platforms as well as the impact of the platform's visibility and discoverability on the retailer's usage intention. To achieve this, the study utilized innovation resistance theory (IRT) with three novel constructs: perceived vulnerability to privacy, information smog and inertia to formulate the conceptual model. To evaluate the conceptual model, the study used data from 409 small retailers using a single cross-sectional approach. The data were analyzed using structural equation modelling, and the results of the study revealed that the most significant factor leading to resistance towards O2O platforms' attractiveness and usage intention was the usage barrier, followed by the Image barrier, perceived vulnerability to privacy, and Inertia. However, the study did not find statistically significant evidence for the value barrier and information smog. Further findings showed that visibility and discoverability moderate the relationship between O2O platform attractiveness and usage intentions. Overall, the study enriches the academic literature on O2O platforms, especially regarding resistances, visibility, and discoverability, addressing a significant gap in the context of small retailers in India.

Suggested Citation

  • Chawla, Umesh & Verma, Balraj & Mittal, Amit, 2024. "Resistance to O2O technology platform adoption among small retailers: The influence of visibility and discoverability," Technology in Society, Elsevier, vol. 76(C).
    • Handle: RePEc:eee:teinso:v:76:y:2024:i:c:s0160791x24000307
    DOI: 10.1016/j.techsoc.2024.102482
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    References listed on IDEAS

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    1. Viswanath Venkatesh, 2022. "Adoption and use of AI tools: a research agenda grounded in UTAUT," Annals of Operations Research, Springer, vol. 308(1), pages 641-652, January.
    2. Bonnin, Gaël, 2020. "The roles of perceived risk, attractiveness of the online store and familiarity with AR in the influence of AR on patronage intention," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    3. Chen, Chia-Chen & Chang, Chin-Hsuan & Hsiao, Kuo-Lun, 2022. "Exploring the factors of using mobile ticketing applications: Perspectives from innovation resistance theory," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    4. Gyutae Lee & Yunsik Kim, 2022. "Effects of Resistance Barriers to Service Robots on Alternative Attractiveness and Intention to Use," SAGE Open, , vol. 12(2), pages 21582440221, May.
    5. Michael Antioco & Mirella Kleijnen, 2010. "Consumer adoption of technological innovations : Effects of psychological and functional barriers in a lack of content versus a presence of content situation," Post-Print hal-02312561, HAL.
    6. Kim, Yaeri & Roh, Taewoo, 2022. "Preparing an exhibition in the post-pandemic era: Evidence from an O2O-based exhibition of B2B firms," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    7. Gligor, David M. & Pillai, Kishore Gopalakrishna & Golgeci, Ismail, 2021. "Theorizing the dark side of business-to-business relationships in the era of AI, big data, and blockchain," Journal of Business Research, Elsevier, vol. 133(C), pages 79-88.
    8. Tamara Dinev & Paul Hart, 2006. "An Extended Privacy Calculus Model for E-Commerce Transactions," Information Systems Research, INFORMS, vol. 17(1), pages 61-80, March.
    9. Roh, Taewoo & Seok, Junhee & Kim, Yaeri, 2022. "Unveiling ways to reach organic purchase: Green perceived value, perceived knowledge, attitude, subjective norm, and trust," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    10. Ryu, Min Ho & Kim, Eunhye & Lee, Sang Yup, 2022. "How offline retailers adopt O2O: Neighboring star shops and their proximity effect," Telecommunications Policy, Elsevier, vol. 46(3).
    11. Chen, Peng-Ting & Kuo, Shu-Chen, 2017. "Innovation resistance and strategic implications of enterprise social media websites in Taiwan through knowledge sharing perspective," Technological Forecasting and Social Change, Elsevier, vol. 118(C), pages 55-69.
    12. Xing Wan & Jing Chen, 2019. "The relationship between platform choice and supplier’s efficiency- evidence from China’s online to offline (O2O)e-commerce platforms," Electronic Markets, Springer;IIM University of St. Gallen, vol. 29(2), pages 153-166, June.
    13. Talwar, Shalini & Dhir, Amandeep & Scuotto, Veronica & Kaur, Puneet, 2021. "Barriers and paradoxical recommendation behaviour in online to offline (O2O) services. A convergent mixed-method study," Journal of Business Research, Elsevier, vol. 131(C), pages 25-39.
    14. Oktavianus, Jeffry & Oviedo, Helena & Gonzalez, Winiber & Putri, Andriani Pratama & Lin, Trisha T. C., 2017. "Why do Taiwanese young adults not jump on the bandwagon of Pokémon Go? Exploring barriers of innovation resistance," 14th ITS Asia-Pacific Regional Conference, Kyoto 2017: Mapping ICT into Transformation for the Next Information Society 168529, International Telecommunications Society (ITS).
    15. repec:ucp:bkecon:9780226316529 is not listed on IDEAS
    16. Kaur, Puneet & Dhir, Amandeep & Singh, Naveen & Sahu, Ganesh & Almotairi, Mohammad, 2020. "An innovation resistance theory perspective on mobile payment solutions," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    17. Kuo, Ren-Zong, 2020. "Why do people switch mobile payment service platforms? An empirical study in Taiwan," Technology in Society, Elsevier, vol. 62(C).
    18. Dwivedi, Yogesh K. & Balakrishnan, Janarthanan & Das, Ronnie & Dutot, Vincent, 2023. "Resistance to innovation: A dynamic capability model based enquiry into retailers’ resistance to blockchain adaptation," Journal of Business Research, Elsevier, vol. 157(C).
    19. M. Antioco & M. Kleijnen, 2010. "Consumer adoption of technological innovations Effects of psychological and functional barriers in a lack of content versus a presence of content situation," Post-Print hal-00387308, HAL.
    20. Ezlika Ghazali & Bang Nguyen & Dilip S. Mutum & Amrul Asraf Mohd-Any, 2016. "Constructing online switching barriers: examining the effects of switching costs and alternative attractiveness on e-store loyalty in online pure-play retailers," Electronic Markets, Springer;IIM University of St. Gallen, vol. 26(2), pages 157-171, May.
    21. Reinartz Werner & Imschloß Monika, 2017. "From Point of Sale to Point of Need: How Digital Technology Is Transforming Retailing," GfK Marketing Intelligence Review, Sciendo, vol. 9(1), pages 42-47, May.
    22. Wu, Mian & Liu, Yulong & Chung, Henry F.L. & Guo, Shoujia, 2022. "When and how mobile payment platform complementors matter in cross-border B2B e-commerce ecosystems? An integration of process and modularization analysis," Journal of Business Research, Elsevier, vol. 139(C), pages 843-854.
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