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Barriers and paradoxical recommendation behaviour in online to offline (O2O) services. A convergent mixed-method study

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  • Talwar, Shalini
  • Dhir, Amandeep
  • Scuotto, Veronica
  • Kaur, Puneet

Abstract

Mobile apps offering online to offline (O2O) services act as aggregators providing interface for delivery of required products and services at a preferred location. Despite offering multiple affordances, many O2O services have not diffused as anticipated, indicating the existence of consumer resistance towards them. One such example is that of food delivery apps (FDAs), which are experiencing resistance at both the pre-adoption and post-adoption stage. However, there are scarce empirical findings explicating the pre-and post-adoption barriers perceived to be associated with FDAs. The present study addresses this gap by utilising the Innovation Resistance Theory (IRT) and a convergent mixed-method study design to examine the barriers that existing FDA users face and how these impinge on their trust and valence of recommendation behaviour (positive and negative word of mouth). The study not only extends the classic IRT barriers to the FDA-context by identifying three key barriers (economic, efficiency, and experience) but also offers empirical evidence to support the negative association of barriers with trust and paradoxical recommendation behaviour by analysing data collected from 303 FDA users through Prolific. The findings also support the mediation effect of trust and the moderation effect of advertisement overload on the identified associations, making interesting theoretical and practical contributions.

Suggested Citation

  • 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.
    • Handle: RePEc:eee:jbrese:v:131:y:2021:i:c:p:25-39
    DOI: 10.1016/j.jbusres.2021.03.049
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    1. Son K Lam & Michael Ahearne & Niels Schillewaert, 2012. "A multinational examination of the symbolic–instrumental framework of consumer–brand identification," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 43(3), pages 306-331, April.
    2. Song Lin, 2020. "Two-Sided Price Discrimination by Media Platforms," Marketing Science, INFORMS, vol. 39(2), pages 317-338, March.
    3. Park, Jeong-Yeol & Jang, SooCheong (Shawn), 2013. "Confused by too many choices? Choice overload in tourism," Tourism Management, Elsevier, vol. 35(C), pages 1-12.
    4. Jessica Aschemann-Witzel & Stephan Zielke, 2017. "Can't Buy Me Green? A Review of Consumer Perceptions of and Behavior Toward the Price of Organic Food," Journal of Consumer Affairs, Wiley Blackwell, vol. 51(1), pages 211-251, March.
    5. Ray, Arghya & Dhir, Amandeep & Bala, Pradip Kumar & Kaur, Puneet, 2019. "Why do people use food delivery apps (FDA)? A uses and gratification theory perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 51(C), pages 221-230.
    6. Yang, Kiseol & Li, Xiaoshu & Kim, HaeJung & Kim, Young Hoon, 2015. "Social shopping website quality attributes increasing consumer participation, positive eWOM, and co-shopping: The reciprocating role of participation," Journal of Retailing and Consumer Services, Elsevier, vol. 24(C), pages 1-9.
    7. Kaur, Puneet & Dhir, Amandeep & Bodhi, Rahul & Singh, Tripti & Almotairi, Mohammad, 2020. "Why do people use and recommend m-wallets?," Journal of Retailing and Consumer Services, Elsevier, vol. 56(C).
    8. Sahu, Aditya Kumar & Padhy, R.K. & Dhir, Amandeep, 2020. "Envisioning the future of behavioral decision-making: A systematic literature review of behavioral reasoning theory," Australasian marketing journal, Elsevier, vol. 28(4), pages 145-159.
    9. Ali, Murad & Seny Kan, Konan Anderson & Sarstedt, Marko, 2016. "Direct and configurational paths of absorptive capacity and organizational innovation to successful organizational performance," Journal of Business Research, Elsevier, vol. 69(11), pages 5317-5323.
    10. HakJun Song & Wenjia Ruan & Yunmi Park, 2019. "Effects of Service Quality, Corporate Image, and Customer Trust on the Corporate Reputation of Airlines," Sustainability, MDPI, vol. 11(12), pages 1-14, June.
    11. Filomena Garcia & Muxin Li, 2020. "Digitalization in Two-Sided Platform," GEE Papers 0146, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Apr 2020.
    12. Cong, Lin William & Li, Ye & Wang, Neng, 2022. "Token-based platform finance," Journal of Financial Economics, Elsevier, vol. 144(3), pages 972-991.
    13. Wei-Lun Chang & Arleen N. Diaz & Patrick C. K. Hung, 2015. "Estimating trust value: A social network perspective," Information Systems Frontiers, Springer, vol. 17(6), pages 1381-1400, December.
    14. Ayeh, Julian K. & Au, Norman & Law, Rob, 2013. "Predicting the intention to use consumer-generated media for travel planning," Tourism Management, Elsevier, vol. 35(C), pages 132-143.
    15. Seth, Himanshu & Talwar, Shalini & Bhatia, Anuj & Saxena, Akanksha & Dhir, Amandeep, 2020. "Consumer resistance and inertia of retail investors: Development of the resistance adoption inertia continuance (RAIC) framework," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    16. Filieri, Raffaele & Alguezaui, Salma & McLeay, Fraser, 2015. "Why do travelers trust TripAdvisor? Antecedents of trust towards consumer-generated media and its influence on recommendation adoption and word of mouth," Tourism Management, Elsevier, vol. 51(C), pages 174-185.
    17. Hew, Jun-Jie & Leong, Lai-Ying & Tan, Garry Wei-Han & Ooi, Keng-Boon & Lee, Voon-Hsien, 2019. "The age of mobile social commerce: An Artificial Neural Network analysis on its resistances," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 311-324.
    18. Manes, Eran & Tchetchik, Anat, 2018. "The role of electronic word of mouth in reducing information asymmetry: An empirical investigation of online hotel booking," Journal of Business Research, Elsevier, vol. 85(C), pages 185-196.
    19. Westaby, James D., 2005. "Behavioral reasoning theory: Identifying new linkages underlying intentions and behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 98(2), pages 97-120, November.
    20. Ronald T. Cenfetelli & Andrew Schwarz, 2011. "Identifying and Testing the Inhibitors of Technology Usage Intentions," Information Systems Research, INFORMS, vol. 22(4), pages 808-823, December.
    21. Riquelme, Isabel P. & Román, Sergio & Cuestas, Pedro J. & Iacobucci, Dawn, 2019. "The Dark Side of Good Reputation and Loyalty in Online Retailing: When Trust Leads to Retaliation through Price Unfairness," Journal of Interactive Marketing, Elsevier, vol. 47(C), pages 35-52.
    22. Fassnacht, Martin & Unterhuber, Sebastian, 2016. "Consumer response to online/offline price differentiation," Journal of Retailing and Consumer Services, Elsevier, vol. 28(C), pages 137-148.
    23. Cheshin, Arik & Amit, Adi & van Kleef, Gerben A., 2018. "The interpersonal effects of emotion intensity in customer service: Perceived appropriateness and authenticity of attendants' emotional displays shape customer trust and satisfaction," Organizational Behavior and Human Decision Processes, Elsevier, vol. 144(C), pages 97-111.
    24. Wenche Wang & Fan Li & Zelong Yi, 2021. "Applying a platform to expand sales," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 72(4), pages 837-852, March.
    25. Talwar, Shalini & Dhir, Amandeep & Khalil, Ashraf & Mohan, Geetha & Islam, A.K.M. Najmul, 2020. "Point of adoption and beyond. Initial trust and mobile-payment continuation intention," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    26. Yeo, Vincent Cheow Sern & Goh, See-Kwong & Rezaei, Sajad, 2017. "Consumer experiences, attitude and behavioral intention toward online food delivery (OFD) services," Journal of Retailing and Consumer Services, Elsevier, vol. 35(C), pages 150-162.
    27. Nicky J. Welton & Howard H. Z. Thom, 2015. "Value of Information," Medical Decision Making, , vol. 35(5), pages 564-566, July.
    28. Xu, Xianying & Huang, Yinghua, 2019. "Restaurant information cues, Diners’ expectations, and need for cognition: Experimental studies of online-to-offline mobile food ordering," Journal of Retailing and Consumer Services, Elsevier, vol. 51(C), pages 231-241.
    29. Shiksha Kushwah & Amandeep Dhir & Mahim Sagar & Bhumika Gupta, 2019. "Determinants of organic food consumption. A systematic literature review on motives and barriers," Post-Print hal-02559373, HAL.
    30. Nel, Jacques & Boshoff, Christo, 2019. "Online customers’ habit-inertia nexus as a conditional effect of mobile-service experience: A moderated-mediation and moderated serial-mediation investigation of mobile-service use resistance," Journal of Retailing and Consumer Services, Elsevier, vol. 47(C), pages 282-292.
    31. Laukkanen, Tommi, 2016. "Consumer adoption versus rejection decisions in seemingly similar service innovations: The case of the Internet and mobile banking," Journal of Business Research, Elsevier, vol. 69(7), pages 2432-2439.
    32. Talwar, Shalini & Talwar, Manish & Kaur, Puneet & Dhir, Amandeep, 2020. "Consumers’ resistance to digital innovations: A systematic review and framework development," Australasian marketing journal, Elsevier, vol. 28(4), pages 286-299.
    33. Barbara Carroll & Aaron Ahuvia, 2006. "Some antecedents and outcomes of brand love," Marketing Letters, Springer, vol. 17(2), pages 79-89, April.
    34. Jinsoo Hwang & Hyunjoon Kim, 2019. "Consequences of a green image of drone food delivery services: The moderating role of gender and age," Business Strategy and the Environment, Wiley Blackwell, vol. 28(5), pages 872-884, July.
    35. 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).
    36. Zied Mani & Inès Chouk, 2018. "Consumer Resistance to Innovation in Services," Post-Print hal-03700875, HAL.
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