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Interactivity, Inspiration, and Perceived Usefulness! How retailers’ AR-apps improve consumer engagement through flow

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  • Arghashi, Vahideh
  • Yuksel, Cenk Arsun

Abstract

This study investigates the antecedents and outcomes of consumer engagement through AR apps and suggests a new conceptual model. The purpose of the paper is to examine how consumer engagement is shaped via AR apps, which eventually leads to a positive attitude towards brand and brand usage intent. To this end, a face-to-face survey instrument was administered to 350 participants in Turkey, where participants tried an AR app and then answered a questionnaire. The structural equation modeling (SEM) and Hayes' Process analyses were applied to test the hypotheses and moderated mediation relationships. Findings showed that interactivity and inspiration are two major antecedents of consumers' flow experience. The flow experience with AR can generate favorable attitudes towards AR apps and more trust in AR apps, which trigger consumer engagement with AR apps and then improve brand attitude and brand usage intent. The outcomes of flow experience with AR (i.e., attitude and trust) mediate the relationship between flow and engagement. Although perceived usefulness increases the effect of consumers' attitudes towards AR on engagement, it has no moderating effect on the relationship between trust in AR and engagement. Furthermore, the results of Hayes' Process revealed that the indirect effect of flow on consumers’ engagement with AR through attitude towards AR is moderated by perceived usefulness. So that, if AR marketers aim to strengthen the link between consumer flow experience and engagement via attitudes towards AR, they should therefore consider enhancing the perceived usefulness of AR. Surprisingly, perceived usefulness had no moderating effect on the indirect relationship between flow and engagement via trust. Finally, this paper discusses both the theoretical and managerial implications.

Suggested Citation

  • Arghashi, Vahideh & Yuksel, Cenk Arsun, 2022. "Interactivity, Inspiration, and Perceived Usefulness! How retailers’ AR-apps improve consumer engagement through flow," Journal of Retailing and Consumer Services, Elsevier, vol. 64(C).
  • Handle: RePEc:eee:joreco:v:64:y:2022:i:c:s0969698921003222
    DOI: 10.1016/j.jretconser.2021.102756
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    as
    1. Thakur, Rakhi, 2018. "Customer engagement and online reviews," Journal of Retailing and Consumer Services, Elsevier, vol. 41(C), pages 48-59.
    2. Kalinic, Zoran & Marinkovic, Veljko & Molinillo, Sebastián & Liébana-Cabanillas, Francisco, 2019. "A multi-analytical approach to peer-to-peer mobile payment acceptance prediction," Journal of Retailing and Consumer Services, Elsevier, vol. 49(C), pages 143-153.
    3. Pantano, Eleonora & Servidio, Rocco, 2012. "Modeling innovative points of sales through virtual and immersive technologies," Journal of Retailing and Consumer Services, Elsevier, vol. 19(3), pages 279-286.
    4. Rajagopal, 2014. "The Human Factors," Palgrave Macmillan Books, in: Architecting Enterprise, chapter 9, pages 225-249, Palgrave Macmillan.
    5. Patrick Pelsmacker & Wim Janssens, 2007. "A Model for Fair Trade Buying Behaviour: The Role of Perceived Quantity and Quality of Information and of Product-specific Attitudes," Journal of Business Ethics, Springer, vol. 75(4), pages 361-380, November.
    6. Nikhashemi, S.R. & Knight, Helena H. & Nusair, Khaldoon & Liat, Cheng Boon, 2021. "Augmented reality in smart retailing: A (n) (A) Symmetric Approach to continuous intention to use retail brands’ mobile AR apps," Journal of Retailing and Consumer Services, Elsevier, vol. 60(C).
    7. Dwivedi, Abhishek, 2015. "A higher-order model of consumer brand engagement and its impact on loyalty intentions," Journal of Retailing and Consumer Services, Elsevier, vol. 24(C), pages 100-109.
    8. Joseph F. Hair & G. Tomas M. Hult & Christian M. Ringle & Marko Sarstedt & Kai Oliver Thiele, 2017. "Mirror, mirror on the wall: a comparative evaluation of composite-based structural equation modeling methods," Journal of the Academy of Marketing Science, Springer, vol. 45(5), pages 616-632, September.
    9. Harrigan, Paul & Evers, Uwana & Miles, Morgan P. & Daly, Tim, 2018. "Customer engagement and the relationship between involvement, engagement, self-brand connection and brand usage intent," Journal of Business Research, Elsevier, vol. 88(C), pages 388-396.
    10. Brannon Barhorst, Jennifer & McLean, Graeme & Shah, Esta & Mack, Rhonda, 2021. "Blending the real world and the virtual world: Exploring the role of flow in augmented reality experiences," Journal of Business Research, Elsevier, vol. 122(C), pages 423-436.
    11. Kim, Yeolib & Peterson, Robert A., 2017. "A Meta-analysis of Online Trust Relationships in E-commerce," Journal of Interactive Marketing, Elsevier, vol. 38(C), pages 44-54.
    12. Rauschnabel, Philipp A. & He, Jun & Ro, Young K., 2018. "Antecedents to the adoption of augmented reality smart glasses: A closer look at privacy risks," Journal of Business Research, Elsevier, vol. 92(C), pages 374-384.
    13. Thomas P. Novak & Donna L. Hoffman & Yiu-Fai Yung, 2000. "Measuring the Customer Experience in Online Environments: A Structural Modeling Approach," Marketing Science, INFORMS, vol. 19(1), pages 22-42, May.
    14. Hinsch, Chris & Felix, Reto & Rauschnabel, Philipp A., 2020. "Nostalgia beats the wow-effect: Inspiration, awe and meaningful associations in augmented reality marketing," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    15. Hollebeek, Linda D. & Glynn, Mark S. & Brodie, Roderick J., 2014. "Consumer Brand Engagement in Social Media: Conceptualization, Scale Development and Validation," Journal of Interactive Marketing, Elsevier, vol. 28(2), pages 149-165.
    16. Scholz, Joachim & Duffy, Katherine, 2018. "We ARe at home: How augmented reality reshapes mobile marketing and consumer-brand relationships," Journal of Retailing and Consumer Services, Elsevier, vol. 44(C), pages 11-23.
    17. Rauschnabel, Philipp A. & Felix, Reto & Hinsch, Chris, 2019. "Augmented reality marketing: How mobile AR-apps can improve brands through inspiration," Journal of Retailing and Consumer Services, Elsevier, vol. 49(C), pages 43-53.
    18. Bellman, Steven & Potter, Robert F. & Treleaven-Hassard, Shiree & Robinson, Jennifer A. & Varan, Duane, 2011. "The Effectiveness of Branded Mobile Phone Apps," Journal of Interactive Marketing, Elsevier, vol. 25(4), pages 191-200.
    19. Flavián, Carlos & Ibáñez-Sánchez, Sergio & Orús, Carlos, 2019. "The impact of virtual, augmented and mixed reality technologies on the customer experience," Journal of Business Research, Elsevier, vol. 100(C), pages 547-560.
    20. Marios Koufaris, 2002. "Applying the Technology Acceptance Model and Flow Theory to Online Consumer Behavior," Information Systems Research, INFORMS, vol. 13(2), pages 205-223, June.
    21. Poushneh, Atieh, 2018. "Augmented reality in retail: A trade-off between user's control of access to personal information and augmentation quality," Journal of Retailing and Consumer Services, Elsevier, vol. 41(C), pages 169-176.
    22. Muslim Amin & Sajad Rezaei & Maryam Abolghasemi, 2014. "User satisfaction with mobile websites: the impact of perceived usefulness (PU), perceived ease of use (PEOU) and trust," Nankai Business Review International, Emerald Group Publishing Limited, vol. 5(3), pages 258-274, July.
    23. Fan, Xiaojun & Chai, Zeli & Deng, Nianqi & Dong, Xuebing, 2020. "Adoption of augmented reality in online retailing and consumers’ product attitude: A cognitive perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    24. Francesca Bonetti & Eleonora Pantano & Gary Warnaby & Lee Quinn & Patsy Perry, 2019. "Augmented Reality in Real Stores: Empirical Evidence from Consumers’ Interaction with AR in a Retail Format," Progress in IS, in: M. Claudia tom Dieck & Timothy Jung (ed.), Augmented Reality and Virtual Reality, pages 3-16, Springer.
    25. McLean, Graeme & Osei-Frimpong, Kofi & Al-Nabhani, Khalid & Marriott, Hannah, 2020. "Examining consumer attitudes towards retailers' m-commerce mobile applications – An initial adoption vs. continuous use perspective," Journal of Business Research, Elsevier, vol. 106(C), pages 139-157.
    26. Molinillo, Sebastian & Navarro-García, Antonio & Anaya-Sánchez, Rafael & Japutra, Arnold, 2020. "The impact of affective and cognitive app experiences on loyalty towards retailers," Journal of Retailing and Consumer Services, Elsevier, vol. 54(C).
    27. Qing, Tang & Haiying, Du, 2021. "How to achieve consumer continuance intention toward branded apps—from the consumer–brand engagement perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 60(C).
    28. Dacko, Scott G., 2017. "Enabling smart retail settings via mobile augmented reality shopping apps," Technological Forecasting and Social Change, Elsevier, vol. 124(C), pages 243-256.
    29. Pantano, Eleonora & Rese, Alexandra & Baier, Daniel, 2017. "Enhancing the online decision-making process by using augmented reality: A two country comparison of youth markets," Journal of Retailing and Consumer Services, Elsevier, vol. 38(C), pages 81-95.
    30. van Noort, Guda & Voorveld, Hilde A.M. & van Reijmersdal, Eva A., 2012. "Interactivity in Brand Web Sites: Cognitive, Affective, and Behavioral Responses Explained by Consumers' Online Flow Experience," Journal of Interactive Marketing, Elsevier, vol. 26(4), pages 223-234.
    31. Kim, Jiyeon & Forsythe, Sandra, 2008. "Adoption of Virtual Try-on technology for online apparel shopping," Journal of Interactive Marketing, Elsevier, vol. 22(2), pages 45-59.
    32. Tim Hilken & Ko de Ruyter & Mathew Chylinski & Dominik Mahr & Debbie I. Keeling, 2017. "Augmenting the eye of the beholder: exploring the strategic potential of augmented reality to enhance online service experiences," Journal of the Academy of Marketing Science, Springer, vol. 45(6), pages 884-905, November.
    33. van Esch, Patrick & Arli, Denni & Gheshlaghi, Mahnaz Haji & Andonopoulos, Vicki & von der Heidt, Tania & Northey, Gavin, 2019. "Anthropomorphism and augmented reality in the retail environment," Journal of Retailing and Consumer Services, Elsevier, vol. 49(C), pages 35-42.
    34. Obilo, Obinna O. & Chefor, Ellis & Saleh, Amin, 2021. "Revisiting the consumer brand engagement concept," Journal of Business Research, Elsevier, vol. 126(C), pages 634-643.
    35. Gilal, Faheem Gul & Zhang, Jian & Paul, Justin & Gilal, Naeem Gul, 2019. "The role of self-determination theory in marketing science: An integrative review and agenda for research," European Management Journal, Elsevier, vol. 37(1), pages 29-44.
    36. Sanduni I. Senaratne & Samantha M. Samarasinghe, 2019. "Factors Affecting the Intention to Adopt M-Learning," International Business Research, Canadian Center of Science and Education, vol. 12(2), pages 150-164, February.
    37. Rese, Alexandra & Baier, Daniel & Geyer-Schulz, Andreas & Schreiber, Stefanie, 2017. "How augmented reality apps are accepted by consumers: A comparative analysis using scales and opinions," Technological Forecasting and Social Change, Elsevier, vol. 124(C), pages 306-319.
    38. Hoffman, Donna L. & Novak, Thomas P., 2009. "Flow Online: Lessons Learned and Future Prospects," Journal of Interactive Marketing, Elsevier, vol. 23(1), pages 23-34.
    39. Park, Minjung & Yoo, Jungmin, 2020. "Effects of perceived interactivity of augmented reality on consumer responses: A mental imagery perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    40. Ranaweera, Chatura & Jayawardhena, Chanaka, 2014. "Talk up or criticize? Customer responses to WOM about competitors during social interactions," Journal of Business Research, Elsevier, vol. 67(12), pages 2645-2656.
    41. Scholz, Joachim & Smith, Andrew N., 2016. "Augmented reality: Designing immersive experiences that maximize consumer engagement," Business Horizons, Elsevier, vol. 59(2), pages 149-161.
    42. Sunday Adewale Olaleye & Jari Salo & Ismaila Temitayo Sanusi & Adekunle O. Okunoye, 2018. "Retailing Mobile App Usefulness: Customer Perception of Performance, Trust and Tension Free," International Journal of E-Services and Mobile Applications (IJESMA), IGI Global, vol. 10(4), pages 1-17, October.
    43. Yim, Mark Yi-Cheon & Chu, Shu-Chuan & Sauer, Paul L., 2017. "Is Augmented Reality Technology an Effective Tool for E-commerce? An Interactivity and Vividness Perspective," Journal of Interactive Marketing, Elsevier, vol. 39(C), pages 89-103.
    44. Brodie, Roderick J. & Ilic, Ana & Juric, Biljana & Hollebeek, Linda, 2013. "Consumer engagement in a virtual brand community: An exploratory analysis," Journal of Business Research, Elsevier, vol. 66(1), pages 105-114.
    45. Mollen, Anne & Wilson, Hugh, 2010. "Engagement, telepresence and interactivity in online consumer experience: Reconciling scholastic and managerial perspectives," Journal of Business Research, Elsevier, vol. 63(9-10), pages 919-925, September.
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