IDEAS home Printed from https://ideas.repec.org/a/eee/jbrese/v128y2021icp510-523.html
   My bibliography  Save this article

Digitalization as solution to environmental problems? When users rely on augmented reality-recommendation agents

Author

Listed:
  • Joerß, Tom
  • Hoffmann, Stefan
  • Mai, Robert
  • Akbar, Payam

Abstract

This paper examines whether augmented reality-based recommendation agents (AR-RAs) in brick-and-mortar stores can inspire users to consider sustainability in their shopping decisions. The paper suggests a behavioral model covering the conditions under which consumers rely on AR-RA-delivered sustainability information. A shopping experiment with real products and the actual usage of AR-RAs confirms that consumers consider AR-RA-delivered sustainability information in their decision making. The more intensively consumers use AR-RAs, the more likely their shopping basket will include sustainable product options. However, this effect depends on boundary conditions; consumers are particularly prone to rely on AR-RAs for sustainability considerations as their digital device usages increases, but only when they are experienced in shopping sustainably, and if they consider technology to be a solution to environmental issues, a novel concept introduced as the technology-as-solution belief. The paper provides guidance for retailers and directions for future AR research in retailing.

Suggested Citation

  • Joerß, Tom & Hoffmann, Stefan & Mai, Robert & Akbar, Payam, 2021. "Digitalization as solution to environmental problems? When users rely on augmented reality-recommendation agents," Journal of Business Research, Elsevier, vol. 128(C), pages 510-523.
  • Handle: RePEc:eee:jbrese:v:128:y:2021:i:c:p:510-523
    DOI: 10.1016/j.jbusres.2021.02.019
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0148296321000977
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jbusres.2021.02.019?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Ingo Balderjahn & Anja Buerke & Manfred Kirchgeorg & Mathias Peyer & Barbara Seegebarth & Klaus-Peter Wiedmann, 2013. "Consciousness for sustainable consumption: scale development and new insights in the economic dimension of consumers’ sustainability," AMS Review, Springer;Academy of Marketing Science, vol. 3(4), pages 181-192, December.
    2. Grewal, Dhruv & Roggeveen, Anne L. & Nordfält, Jens, 2017. "The Future of Retailing," Journal of Retailing, Elsevier, vol. 93(1), pages 1-6.
    3. Katharina Dowling & Daniel Guhl & Daniel Klapper & Martin Spann & Lucas Stich & Narine Yegoryan, 2020. "Behavioral biases in marketing," Journal of the Academy of Marketing Science, Springer, vol. 48(3), pages 449-477, May.
    4. 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).
    5. Tom Joerß & Payam Akbar & Robert Mai & Stefan Hoffmann, 2017. "Conceptualizing sustainability from a consumer perspective [Konzeptionalisierung der Nachhaltigkeit aus der Konsumentensicht]," NachhaltigkeitsManagementForum | Sustainability Management Forum, Springer, vol. 25(1), pages 15-23, June.
    6. 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.
    7. Poushneh, Atieh & Vasquez-Parraga, Arturo Z., 2017. "Discernible impact of augmented reality on retail customer's experience, satisfaction and willingness to buy," Journal of Retailing and Consumer Services, Elsevier, vol. 34(C), pages 229-234.
    8. Gabriele Jahn & Matthias Schramm & Achim Spiller, 2005. "The Reliability of Certification: Quality Labels as a Consumer Policy Tool," Journal of Consumer Policy, Springer, vol. 28(1), pages 53-73, December.
    9. Robert Mai & Stefan Hoffmann & Wassili Lasarov & Arne Buhs, 2019. "Ethical Products = Less Strong: How Explicit and Implicit Reliance on the Lay Theory Affects Consumption Behaviors," Journal of Business Ethics, Springer, vol. 158(3), pages 659-677, September.
    10. Farjam, Mike & Nikolaychuk, Olexandr & Bravo, Giangiacomo, 2019. "Experimental evidence of an environmental attitude-behavior gap in high-cost situations," Ecological Economics, Elsevier, vol. 166(C), pages 1-1.
    11. George E. Newman & Margarita Gorlin & Ravi Dhar, 2014. "When Going Green Backfires: How Firm Intentions Shape the Evaluation of Socially Beneficial Product Enhancements," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 41(3), pages 823-839.
    12. 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.
    13. 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.
    14. Gleim, Mark R. & Smith, Jeffery S. & Andrews, Demetra & Cronin, J. Joseph, 2013. "Against the Green: A Multi-method Examination of the Barriers to Green Consumption," Journal of Retailing, Elsevier, vol. 89(1), pages 44-61.
    15. Inman, J. Jeffrey & Nikolova, Hristina, 2017. "Shopper-Facing Retail Technology: A Retailer Adoption Decision Framework Incorporating Shopper Attitudes and Privacy Concerns," Journal of Retailing, Elsevier, vol. 93(1), pages 7-28.
    16. Max J. Krause & Thabet Tolaymat, 2018. "Quantification of energy and carbon costs for mining cryptocurrencies," Nature Sustainability, Nature, vol. 1(11), pages 711-718, November.
    17. 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.
    18. Bryan Hochstein & Willy Bolander & Ronald Goldsmith & Christopher R. Plouffe, 2019. "Adapting influence approaches to informed consumers in high-involvement purchases: are salespeople really doomed?," Journal of the Academy of Marketing Science, Springer, vol. 47(1), pages 118-137, January.
    19. 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.
    20. Yim, Mark Yi-Cheon & Park, Sun-Young, 2019. "“I am not satisfied with my body, so I like augmented reality (AR)”," Journal of Business Research, Elsevier, vol. 100(C), pages 581-589.
    21. Heller, Jonas & Chylinski, Mathew & de Ruyter, Ko & Mahr, Dominik & Keeling, Debbie I., 2019. "Let Me Imagine That for You: Transforming the Retail Frontline Through Augmenting Customer Mental Imagery Ability," Journal of Retailing, Elsevier, vol. 95(2), pages 94-114.
    22. Hélène Deval & Susan P. Mantel & Frank R. Kardes & Steven S. Posavac, 2013. "How Naive Theories Drive Opposing Inferences from the Same Information," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 39(6), pages 1185-1201.
    23. Girard, Tulay & Dion, Paul, 2010. "Validating the search, experience, and credence product classification framework," Journal of Business Research, Elsevier, vol. 63(9-10), pages 1079-1087, September.
    24. Javornik, Ana, 2016. "Augmented reality: Research agenda for studying the impact of its media characteristics on consumer behaviour," Journal of Retailing and Consumer Services, Elsevier, vol. 30(C), pages 252-261.
    25. 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.
    26. Hoffmann, Stefan & Mai, Robert & Lasarov, Wassili & Krause, Jan S. & Schmidt, Ulrich, 2019. "Hungry bellies have no ears. How and why hunger inhibits sustainable consumption," Ecological Economics, Elsevier, vol. 160(C), pages 96-104.
    27. Beck, Marie & Crié, Dominique, 2018. "I virtually try it … I want it ! Virtual Fitting Room: A tool to increase on-line and off-line exploratory behavior, patronage and purchase intentions," Journal of Retailing and Consumer Services, Elsevier, vol. 40(C), pages 279-286.
    28. Roland T. Rust & Ming-Hui Huang, 2014. "The Service Revolution and the Transformation of Marketing Science," Marketing Science, INFORMS, vol. 33(2), pages 206-221, March.
    29. Cleeren, Kathleen & Geyskens, Kelly & Verhoef, Peter C. & Pennings, Joost M.E., 2016. "Regular or low-fat? An investigation of the long-run impact of the first low-fat purchase on subsequent purchase volumes and calories," International Journal of Research in Marketing, Elsevier, vol. 33(4), pages 896-906.
    30. Tully, Stephanie M. & Winer, Russell S., 2014. "The Role of the Beneficiary in Willingness to Pay for Socially Responsible Products: A Meta-analysis," Journal of Retailing, Elsevier, vol. 90(2), pages 255-274.
    31. Lee, Lorraine S. & Fiedler, Kirk D. & Smith, Jeffery S., 2008. "Radio frequency identification (RFID) implementation in the service sector: A customer-facing diffusion model," International Journal of Production Economics, Elsevier, vol. 112(2), pages 587-600, April.
    32. 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.
    33. Rese, Alexandra & Schreiber, Stefanie & Baier, Daniel, 2014. "Technology acceptance modeling of augmented reality at the point of sale: Can surveys be replaced by an analysis of online reviews?," Journal of Retailing and Consumer Services, Elsevier, vol. 21(5), pages 869-876.
    34. Gerald Häubl & Valerie Trifts, 2000. "Consumer Decision Making in Online Shopping Environments: The Effects of Interactive Decision Aids," Marketing Science, INFORMS, vol. 19(1), pages 4-21, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Poushneh, Atieh, 2021. "How close do we feel to virtual product to make a purchase decision? Impact of perceived proximity to virtual product and temporal purchase intention," Journal of Retailing and Consumer Services, Elsevier, vol. 63(C).
    2. Hoffmann, Stefan & Lasarov, Wassili & Reimers, Hanna, 2022. "Carbon footprint tracking apps. What drives consumers' adoption intention?," Technology in Society, Elsevier, vol. 69(C).
    3. Stefan Hoffmann & Tom Joerß & Robert Mai & Payam Akbar, 2022. "Augmented reality-delivered product information at the point of sale: when information controllability backfires," Journal of the Academy of Marketing Science, Springer, vol. 50(4), pages 743-776, July.
    4. Wu, Xingli & Liao, Huchang, 2023. "Value-driven preference disaggregation analysis for uncertain preference information," Omega, Elsevier, vol. 115(C).
    5. Essossinam Ali & Hodabalo Bataka & Kwami Ossadzifo Wonyra & Nadège Essossolim Awade & Nèmè Nalèwazou Braly, 2024. "Global value chains participation and environmental pollution in developing countries: Does digitalization matter?," Journal of International Development, John Wiley & Sons, Ltd., vol. 36(1), pages 451-478, January.
    6. Sandra Maria Correia Loureiro & Jorge Nascimento, 2021. "Shaping a View on the Influence of Technologies on Sustainable Tourism," Sustainability, MDPI, vol. 13(22), pages 1-18, November.
    7. Peiyan Zhou & Shuya Zhou & Ming Zhang & Shujuan Miao, 2022. "Executive Overconfidence, Digital Transformation and Environmental Innovation: The Role of Moderated Mediator," IJERPH, MDPI, vol. 19(10), pages 1-28, May.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Stefan Hoffmann & Tom Joerß & Robert Mai & Payam Akbar, 2022. "Augmented reality-delivered product information at the point of sale: when information controllability backfires," Journal of the Academy of Marketing Science, Springer, vol. 50(4), pages 743-776, July.
    2. Kowalczuk, Pascal & Siepmann (née Scheiben), Carolin & Adler, Jost, 2021. "Cognitive, affective, and behavioral consumer responses to augmented reality in e-commerce: A comparative study," Journal of Business Research, Elsevier, vol. 124(C), pages 357-373.
    3. Jayaswal, Pragya & Parida, Biswajita, 2023. "The role of augmented reality in redefining e-tailing: A review and research agenda," Journal of Business Research, Elsevier, vol. 160(C).
    4. Vieira, Valter Afonso & Rafael, Diego Nogueira & Agnihotri, Raj, 2022. "Augmented reality generalizations: A meta-analytical review on consumer-related outcomes and the mediating role of hedonic and utilitarian values," Journal of Business Research, Elsevier, vol. 151(C), pages 170-184.
    5. 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.
    6. 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.
    7. 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).
    8. Poushneh, Atieh, 2021. "How close do we feel to virtual product to make a purchase decision? Impact of perceived proximity to virtual product and temporal purchase intention," Journal of Retailing and Consumer Services, Elsevier, vol. 63(C).
    9. 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).
    10. 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).
    11. Smink, Anne R. & van Reijmersdal, Eva A. & van Noort, Guda & Neijens, Peter C., 2020. "Shopping in augmented reality: The effects of spatial presence, personalization and intrusiveness on app and brand responses," Journal of Business Research, Elsevier, vol. 118(C), pages 474-485.
    12. Yang, Shuai & Carlson, Jeffrey R. & Chen, Sixing, 2020. "How augmented reality affects advertising effectiveness: The mediating effects of curiosity and attention toward the ad," Journal of Retailing and Consumer Services, Elsevier, vol. 54(C).
    13. Hsu, Sheila Hsuan-Yu & Tsou, Hung-Tai & Chen, Ja-Shen, 2021. "“Yes, we do. Why not use augmented reality?†customer responses to experiential presentations of AR-based applications," Journal of Retailing and Consumer Services, Elsevier, vol. 62(C).
    14. 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).
    15. Plotkina, Daria & Saurel, Hélène, 2019. "Me or just like me? The role of virtual try-on and physical appearance in apparel M-retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 51(C), pages 362-377.
    16. Qin, Hong & Osatuyi, Babajide & Xu, Lu, 2021. "How mobile augmented reality applications affect continuous use and purchase intentions: A cognition-affect-conation perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 63(C).
    17. Hoffmann, Stefan & Lasarov, Wassili & Reimers, Hanna, 2022. "Carbon footprint tracking apps. What drives consumers' adoption intention?," Technology in Society, Elsevier, vol. 69(C).
    18. Dehghani, Milad & Lee, Seung Hwan (Mark) & Mashatan, Atefeh, 2020. "Touching holograms with windows mixed reality: Renovating the consumer retailing services," Technology in Society, Elsevier, vol. 63(C).
    19. Qin, Hong & Peak, Daniel Alan & Prybutok, Victor, 2021. "A virtual market in your pocket: How does mobile augmented reality (MAR) influence consumer decision making?," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    20. Chylinski, Mathew & Heller, Jonas & Hilken, Tim & Keeling, Debbie Isobel & Mahr, Dominik & de Ruyter, Ko, 2020. "Augmented reality marketing: A technology-enabled approach to situated customer experience," Australasian marketing journal, Elsevier, vol. 28(4), pages 374-384.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jbrese:v:128:y:2021:i:c:p:510-523. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jbusres .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.