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To hesitate or not to hesitate: Can popularity cues minimize the hesitation to checkout in e-commerce?

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Listed:
  • Wang, Siqi
  • Lim, Xin-Jean
  • Luo, Xi
  • Cheah, Jun-Hwa

Abstract

This study aims to investigate the factors contributing to consumer hesitation during online checkout. By integrating the Uses and Gratifications Theory and Cue Utilization Theory, we propose that motivational factors for using an online shopping cart—namely, current purchase intention, taking advantage of price promotions, research and information search, and using the cart with organizational intention—help explain consumers' hesitation to complete the checkout process. Additionally, we include popularity cues as a contingency factor to gain a deeper understanding of this topic. We administered an online questionnaire and analyzed 420 useable responses using Partial Least Squares Structural Equation Modeling (PLS-SEM). The findings suggest that current purchase intention, taking advantage of price promotions, research and information search, and using the cart with organizational intention are key factors influencing checkout hesitation. We also observed that the sequential mediation of information search and using the cart with organizational intention plays a role in explaining the relationship between current purchase intention/price promotion and hesitation to checkout. Furthermore, our study reveals the moderating effect of popularity cues on the relationship between organizational intent to use the shopping cart and checkout hesitation. We provide theoretical contributions and managerial insights for scholars and e-retailers.

Suggested Citation

  • Wang, Siqi & Lim, Xin-Jean & Luo, Xi & Cheah, Jun-Hwa, 2024. "To hesitate or not to hesitate: Can popularity cues minimize the hesitation to checkout in e-commerce?," Journal of Retailing and Consumer Services, Elsevier, vol. 78(C).
    • Handle: RePEc:eee:joreco:v:78:y:2024:i:c:s0969698924000262
    DOI: 10.1016/j.jretconser.2024.103730
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    as
    1. Kukar-Kinney, Monika & Xia, Lan, 2017. "The effectiveness of number of deals purchased in influencing consumers' response to daily deal promotions: A cue utilization approach," Journal of Business Research, Elsevier, vol. 79(C), pages 189-197.
    2. Shao, Bingjia & Cheng, Zhendong & Wan, Lijuan & Yue, Jie, 2021. "The impact of cross border E-tailer's return policy on consumer's purchase intention," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    3. Sulin Ba & Yuan Jin & Xinxin Li & Xianghua Lu, 2020. "One Size Fits All? The Differential Impact of Online Reviews and Coupons," Production and Operations Management, Production and Operations Management Society, vol. 29(10), pages 2403-2424, October.
    4. Lim, Xin-Jean & Cheah, Jun-Hwa & Dwivedi, Yogesh K. & Richard, James E., 2022. "Does retail type matter? Consumer responses to channel integration in omni-channel retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    5. Zhang, Yaqiong & Wang, Shifu, 2023. "The influence of anthropomorphic appearance of artificial intelligence products on consumer behavior and brand evaluation under different product types," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    6. Chen, Chia-Chen & Hsiao, Kuo-Lun & Li, Wan-Chen, 2020. "Exploring the determinants of usage continuance willingness for location-based apps: A case study of bicycle-based exercise apps," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    7. Krallman, Alexandra & Barnes, Donald C. & Lastner, Matthew M. & Collier, Joel E., 2023. "You can’t touch this: Driving purchase justification for hedonic online purchases," Journal of Business Research, Elsevier, vol. 155(PB).
    8. Wang, Siqi & Cheah, Jun-Hwa & Lim, Xin-Jean & Leong, Yee Choy & Choo, Wei Chong, 2022. "Thanks COVID-19, I'll reconsider my purchase: Can fear appeal reduce online shopping cart abandonment?," Journal of Retailing and Consumer Services, Elsevier, vol. 64(C).
    9. Lim, Xin-Jean & Cheah, Jun-Hwa & Ngo, Liem Viet & Chan, Kara & Ting, Hiram, 2023. "How do crazy rich Asians perceive sustainable luxury? Investigating the determinants of consumers’ willingness to pay a premium price," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
    10. Jan-Michael Becker & Christian Ringle & Marko Sarstedt & Franziska Völckner, 2015. "How collinearity affects mixture regression results," Marketing Letters, Springer, vol. 26(4), pages 643-659, December.
    11. Lim, Xin-Jean & Cheah, Jun-Hwa & Ng, Siew Imm & Kamal Basha, Norazlyn & Liu, Yide, 2021. "Are men from Mars, women from Venus? Examining gender differences towards continuous use intention of branded apps," Journal of Retailing and Consumer Services, Elsevier, vol. 60(C).
    12. Liu, Baolong & Wang, Weilong, 2023. "Live commerce retailing with online influencers: Two business models," International Journal of Production Economics, Elsevier, vol. 255(C).
    13. Jun-Hwa Cheah & Hiram Ting & T. Ramayah & Mumtaz Ali Memon & Tat-Huei Cham & Enrico Ciavolino, 2019. "A comparison of five reflective–formative estimation approaches: reconsideration and recommendations for tourism research," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(3), pages 1421-1458, May.
    14. Ruey‐Jer “Bryan” Jean & Daekwan Kim, 2021. "Signalling Strategies of Exporters on Internet Business‐to‐Business Platforms," Journal of Management Studies, Wiley Blackwell, vol. 58(7), pages 1869-1898, November.
    15. Bozkurt, Siddik & Gligor, David, 2019. "Scarcity (versus popularity) cues for rejected customers: The impact of social exclusion on cue types through need for uniqueness," Journal of Business Research, Elsevier, vol. 99(C), pages 275-281.
    16. Youngsoo Kim & Ramayya Krishnan, 2019. "The Dynamics of Online Consumers’ Response to Price Promotion," Service Science, INFORMS, vol. 30(1), pages 175-190, March.
    17. William Black & Barry J. Babin, 2019. "Multivariate Data Analysis: Its Approach, Evolution, and Impact," Springer Books, in: Barry J. Babin & Marko Sarstedt (ed.), The Great Facilitator, pages 121-130, Springer.
    18. Zhang, Ke & Hou, Yuansi & Li, Gang, 2020. "Threat of infectious disease during an outbreak: Influence on tourists' emotional responses to disadvantaged price inequality," Annals of Tourism Research, Elsevier, vol. 84(C).
    19. Huang, Guei-Hua & Korfiatis, Nikolaos & Chang, Chun-Tuan, 2018. "Mobile shopping cart abandonment: The roles of conflicts, ambivalence, and hesitation," Journal of Business Research, Elsevier, vol. 85(C), pages 165-174.
    20. Xiaodan Liu & Qingfei Min & Shengnan Han, 2020. "Understanding users’ continuous content contribution behaviours on microblogs: an integrated perspective of uses and gratification theory and social influence theory," Behaviour and Information Technology, Taylor & Francis Journals, vol. 39(5), pages 525-543, May.
    21. Close, Angeline G. & Kukar-Kinney, Monika, 2010. "Beyond buying: Motivations behind consumers' online shopping cart use," Journal of Business Research, Elsevier, vol. 63(9-10), pages 986-992, September.
    22. Li, Wenjing & Hardesty, David M. & Craig, Adam W. & Song, Lei, 2022. "Hidden price promotions: Could retailer price promotions backfire?," Journal of Retailing and Consumer Services, Elsevier, vol. 64(C).
    23. Monika Kukar-Kinney & Angeline Close Scheinbaum & Larry Olanrewaju Orimoloye & Jeffrey R. Carlson & Heping He, 2022. "A model of online shopping cart abandonment: evidence from e-tail clickstream data," Journal of the Academy of Marketing Science, Springer, vol. 50(5), pages 961-980, September.
    24. Wu, Laurie & Lee, Christopher, 2016. "Limited Edition for Me and Best Seller for You: The Impact of Scarcity versus Popularity Cues on Self versus Other-Purchase Behavior," Journal of Retailing, Elsevier, vol. 92(4), pages 486-499.
    25. Maity, Moutusy & Dass, Mayukh & Malhotra, Naresh K., 2014. "The Antecedents and Moderators of Offline Information Search: A Meta-Analysis," Journal of Retailing, Elsevier, vol. 90(2), pages 233-254.
    26. Anthony D. Miyazaki & Dhruv Grewal & Ronald C. Goodstein, 2005. "The Effect of Multiple Extrinsic Cues on Quality Perceptions: A Matter of Consistency," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 32(1), pages 146-153, June.
    27. Visentin, Marco & Tuan, Annamaria, 2021. "Book belly band as a visual cue: Assessing its impact on consumers’ in-store responses," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    28. Lim, Xin-Jean & Cheah, Jun-Hwa & Ng, Siew Imm & Basha, Norazlyn Kamal & Soutar, Geoff, 2021. "The effects of anthropomorphism presence and the marketing mix have on retail app continuance use intention," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    29. Zhao, Haichuan & Wang, Xuehua & Jiang, Lan, 2021. "To purchase or to remove? Online shopping cart warning pop-up messages can polarize liking and purchase intention," Journal of Business Research, Elsevier, vol. 132(C), pages 813-836.
    30. Zheng, Dan & Chen, Yuxin & Zhang, Zhe & Che, Hai, 2022. "Retail price discount depth and perceived quality uncertainty," Journal of Retailing, Elsevier, vol. 98(3), pages 542-557.
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