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Consumer preferences for unmanned stores: A choice experiment study

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  • Nam, Youngwon
  • Lee, Sihyun
  • Lee, Hoyoung

Abstract

Unmanned stores are characterized by the addition of new technical attributes to existing retail services to replace human staff. This study examines consumer preferences for store- and technology-related attributes across both goods and services retail settings. Using a sample of 600 participants, we conducted a choice experiment and analyzed multinomial logit models to estimate consumer preferences for each attribute and the levels of preferences. The results indicate that not only technology-related attributes but also store-related attributes influence consumer preferences for unmanned stores. Furthermore, we found that consumer preference declines as stores adopt more advanced technologies. The effects of these attributes are largely consistent across both settings, except in the case of payment-related technologies. The findings provide practical insights on optimally managing store attributes and adopting retail technologies, taking into account consumer perceptions associated with technological integration in unmanned stores.

Suggested Citation

  • Nam, Youngwon & Lee, Sihyun & Lee, Hoyoung, 2025. "Consumer preferences for unmanned stores: A choice experiment study," Journal of Retailing and Consumer Services, Elsevier, vol. 82(C).
    • Handle: RePEc:eee:joreco:v:82:y:2025:i:c:s0969698924003576
    DOI: 10.1016/j.jretconser.2024.104061
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    1. Chen, Ying-Hueih & Hsu, I-Chieh & Lin, Chia-Chen, 2010. "Website attributes that increase consumer purchase intention: A conjoint analysis," Journal of Business Research, Elsevier, vol. 63(9-10), pages 1007-1014, September.
    2. Mick, David Glen & Fournier, Susan, 1998. "Paradoxes of Technology: Consumer Cognizance, Emotions, and Coping Strategies," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 25(2), pages 123-143, September.
    3. Stoel, Leslie & Wickliffe, Vanessa & Lee, Kyu Hye, 2004. "Attribute beliefs and spending as antecedents to shopping value," Journal of Business Research, Elsevier, vol. 57(10), pages 1067-1073, October.
    4. Woo, JongRoul & Shin, Jungwoo & Kim, Hongbum & Moon, HyungBin, 2022. "Which consumers are willing to pay for smart car healthcare services? A discrete choice experiment approach," Journal of Retailing and Consumer Services, Elsevier, vol. 69(C).
    5. Grewal, Dhruv & Benoit, Sabine & Noble, Stephanie M. & Guha, Abhijit & Ahlbom, Carl-Philip & Nordfält, Jens, 2023. "Leveraging In-Store Technology and AI: Increasing Customer and Employee Efficiency and Enhancing their Experiences," Journal of Retailing, Elsevier, vol. 99(4), pages 487-504.
    6. Kahn, Barbara E & Wansink, Brian, 2004. "The Influence of Assortment Structure on Perceived Variety and Consumption Quantities," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 30(4), pages 519-533, March.
    7. Jiahe Chen & Yu-Wei Chang, 2023. "How smart technology empowers consumers in smart retail stores? The perspective of technology readiness and situational factors," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-24, December.
    8. Shankar, Venkatesh & Kalyanam, Kirthi & Setia, Pankaj & Golmohammadi, Alireza & Tirunillai, Seshadri & Douglass, Tom & Hennessey, John & Bull, J.S. & Waddoups, Rand, 2021. "How Technology is Changing Retail," Journal of Retailing, Elsevier, vol. 97(1), pages 13-27.
    9. Kyung Hwa Seo & Jee Hye Lee, 2021. "The Emergence of Service Robots at Restaurants: Integrating Trust, Perceived Risk, and Satisfaction," Sustainability, MDPI, vol. 13(8), pages 1-16, April.
    10. Mastrobuoni, Giovanni & Peracchi, Franco & Tetenov, Aleksey, 2014. "Price as a Signal of Product Quality: Some Experimental Evidence," Journal of Wine Economics, Cambridge University Press, vol. 9(2), pages 135-152, August.
    11. Park, Hyun Jung & Zhang, Yining, 2022. "Technology readiness and technology paradox of unmanned convenience store users," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    12. Mandy Ryan & Karen Gerard & Gillian Currie, 2012. "Using Discrete Choice Experiments in Health Economics," Chapters, in: Andrew M. Jones (ed.), The Elgar Companion to Health Economics, Second Edition, chapter 41, Edward Elgar Publishing.
    13. Esther W. de Bekker‐Grob & Mandy Ryan & Karen Gerard, 2012. "Discrete choice experiments in health economics: a review of the literature," Health Economics, John Wiley & Sons, Ltd., vol. 21(2), pages 145-172, February.
    14. Reis, João & Melão, Nuno & Salvadorinho, Juliana & Soares, Bárbara & Rosete, Ana, 2020. "Service robots in the hospitality industry: The case of Henn-na hotel, Japan," Technology in Society, Elsevier, vol. 63(C).
    15. Navodya Denuwara & Juha Maijala & Marko Hakovirta, 2021. "The impact of unmanned stores' business models on sustainability," SN Business & Economics, Springer, vol. 1(10), pages 1-27, October.
    16. Mukherjee, Ashesh & Hoyer, Wayne D, 2001. "The Effect of Novel Attributes on Product Evaluation," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 28(3), pages 462-472, December.
    17. McFadden, Daniel, 1974. "The measurement of urban travel demand," Journal of Public Economics, Elsevier, vol. 3(4), pages 303-328, November.
    18. Martínez-Ruiz, María Pilar & Jiménez-Zarco, Ana Isabel & Izquierdo-Yusta, Alicia, 2010. "Customer satisfaction's key factors in Spanish grocery stores: Evidence from hypermarkets and supermarkets," Journal of Retailing and Consumer Services, Elsevier, vol. 17(4), pages 278-285.
    19. Chang, Yu-Wei & Chen, Jiahe, 2021. "What motivates customers to shop in smart shops? The impacts of smart technology and technology readiness," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    20. Balcombe, Kelvin & Fraser, Iain & Harris, Liam, 2009. "Consumer willingness to pay for in-flight service and comfort levels: A choice experiment," Journal of Air Transport Management, Elsevier, vol. 15(5), pages 221-226.
    21. Clodfelter, Richard, 2010. "Biometric technology in retailing: Will consumers accept fingerprint authentication?," Journal of Retailing and Consumer Services, Elsevier, vol. 17(3), pages 181-188.
    22. Sookeun Byun & Sang-Eun Byun, 2013. "Exploring perceptions toward biometric technology in service encounters: a comparison of current users and potential adopters," Behaviour and Information Technology, Taylor & Francis Journals, vol. 32(3), pages 217-230.
    23. Daniel McFadden, 1986. "The Choice Theory Approach to Market Research," Marketing Science, INFORMS, vol. 5(4), pages 275-297.
    24. John T. Gourville & Dilip Soman, 2005. "Overchoice and Assortment Type: When and Why Variety Backfires," Marketing Science, INFORMS, vol. 24(3), pages 382-395, July.
    25. Wu, Hung-Che & Ai, Chi-Han & Cheng, Ching-Chan, 2019. "Experiential quality, experiential psychological states and experiential outcomes in an unmanned convenience store," Journal of Retailing and Consumer Services, Elsevier, vol. 51(C), pages 409-420.
    26. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74(2), pages 132-132.
    27. Pillai, Rajasshrie & Sivathanu, Brijesh & Dwivedi, Yogesh K., 2020. "Shopping intention at AI-powered automated retail stores (AIPARS)," Journal of Retailing and Consumer Services, Elsevier, vol. 57(C).
    28. Jae Bong Chang & Jayson L. Lusk, 2011. "Mixed logit models: accuracy and software choice," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(1), pages 167-172, January/F.
    29. Yrjölä, Mika & Rintamäki, Timo & Saarijärvi, Hannu & Joensuu, Johanna & Kulkarni, Gauri, 2019. "A customer value perspective to service experiences in restaurants," Journal of Retailing and Consumer Services, Elsevier, vol. 51(C), pages 91-101.
    30. Fanny Widadie & Jos Bijman & Jacques Trienekens, 2021. "Farmer preferences in contracting with modern retail in Indonesia: A choice experiment," Agribusiness, John Wiley & Sons, Ltd., vol. 37(2), pages 371-392, April.
    31. Puccinelli, Nancy M. & Goodstein, Ronald C. & Grewal, Dhruv & Price, Robert & Raghubir, Priya & Stewart, David, 2009. "Customer Experience Management in Retailing: Understanding the Buying Process," Journal of Retailing, Elsevier, vol. 85(1), pages 15-30.
    32. 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.
    33. Aguirre, Elizabeth & Mahr, Dominik & Grewal, Dhruv & de Ruyter, Ko & Wetzels, Martin, 2015. "Unraveling the Personalization Paradox: The Effect of Information Collection and Trust-Building Strategies on Online Advertisement Effectiveness," Journal of Retailing, Elsevier, vol. 91(1), pages 34-49.
    34. Sands, Sean & Oppewal, Harmen & Beverland, Michael, 2009. "The effects of in-store themed events on consumer store choice decisions," Journal of Retailing and Consumer Services, Elsevier, vol. 16(5), pages 386-395.
    35. Kim, Dohee & Park, Byung-Jin (Robert), 2017. "The moderating role of context in the effects of choice attributes on hotel choice: A discrete choice experiment," Tourism Management, Elsevier, vol. 63(C), pages 439-451.
    36. Danielle Lecointre-Erickson & Bruno Daucé & Patrick Legoherel, 2018. "The influence of interactive window displays on expected shopping experience," Post-Print hal-02401908, HAL.
    37. Kim, Yaeri & Seok, Junhee & Roh, Taewoo, 2023. "The linkage between quality of information systems and the impact of trust-based privacy on behavioral outcomes in unmanned convenience store: Moderating effect of gender and experience," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    38. Roy, Sanjit Kumar & Balaji, M S & Sadeque, Saalem & Nguyen, Bang & Melewar, T C, 2017. "Constituents and consequences of smart customer experience in retailing," Technological Forecasting and Social Change, Elsevier, vol. 124(C), pages 257-270.
    39. Adapa, Sujana & Fazal-e-Hasan, Syed Muhammad & Makam, Sathyaprakash Balaji & Azeem, Muhammad Masood & Mortimer, Gary, 2020. "Examining the antecedents and consequences of perceived shopping value through smart retail technology," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
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