IDEAS home Printed from https://ideas.repec.org/a/eee/jbrese/v184y2024ics0148296324004053.html
   My bibliography  Save this article

Wake up and search for coffee: Considering the circadian rhythm of consumers on online marketplaces

Author

Listed:
  • Liang, Zhouyang
  • Angelopoulos, Spyros
  • Zuo, Meihua
  • Ou, Carol X.J.

Abstract

Online marketplaces are characterised by rapid product updates and understanding consumer variety-seeking behaviour (VSB) is paramount for brands operating in this landscape. The literature, however, has fallen short of considering that consumers’ optimal stimulation level (OSL) may vary based on their degree of stimulus–response to the heterogeneity of circadian rhythm. We draw upon the OSL theory and delve into the interplay between VSB and circadian rhythm heterogeneity, uncovering patterns and their relationship for data-driven decision-making. By employing real-world data from an online marketplace, we reveal that VSB peaks in the early mornings, while gradually tapering off. We also find that older consumers exhibit heightened VSB in the afternoons and early mornings compared to younger ones. Conversely, during the evenings, males display greater VSB than females. Our findings contradict existing theoretical intuition and contemporary industry practices, while by considering them, brands can gain a competitive advantage on online marketplaces.

Suggested Citation

  • Liang, Zhouyang & Angelopoulos, Spyros & Zuo, Meihua & Ou, Carol X.J., 2024. "Wake up and search for coffee: Considering the circadian rhythm of consumers on online marketplaces," Journal of Business Research, Elsevier, vol. 184(C).
  • Handle: RePEc:eee:jbrese:v:184:y:2024:i:c:s0148296324004053
    DOI: 10.1016/j.jbusres.2024.114901
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0148296324004053
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jbusres.2024.114901?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. Kapil Bawa, 1990. "Modeling Inertia and Variety Seeking Tendencies in Brand Choice Behavior," Marketing Science, INFORMS, vol. 9(3), pages 263-278.
    2. S. Sajeesh & Jagmohan S. Raju, 2010. "Positioning and Pricing in a Variety Seeking Market," Management Science, INFORMS, vol. 56(6), pages 949-961, June.
    3. Moorlock, Emily & Dekel-Dachs, Ofer & Stokes, Peter & Larsen, Gretchen, 2023. "Constructing Consumer-Masstige brand relationships in a volatile social reality," Journal of Business Research, Elsevier, vol. 155(PA).
    4. Kelley Gullo & Jonah Berger & Jordan Etkin & Bryan Bollinger & Vicki G MorwitzEditor & J Jeffrey InmanEditor & Andrea C MoralesAssociate Editor, 2019. "Does Time of Day Affect Variety-Seeking?," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 46(1), pages 20-35.
    5. Ariely, Dan & Levav, Jonathan, 2000. "Sequential Choice in Group Settings: Taking the Road Less Traveled and Less Enjoyed," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 27(3), pages 279-290, December.
    6. Jinhee Choi & B. Kyu Kim & Incheol Choi & Youjae Yi, 2006. "Variety-Seeking Tendency in Choice for Others: Interpersonal and Intrapersonal Causes," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 32(4), pages 590-595, March.
    7. Xiao Liu & Param Vir Singh & Kannan Srinivasan, 2016. "A Structured Analysis of Unstructured Big Data by Leveraging Cloud Computing," Marketing Science, INFORMS, vol. 35(3), pages 363-388, May.
    8. Pradeep K. Chintagunta, 1999. "Variety Seeking, Purchase Timing, and the "Lightning Bolt" Brand Choice Model," Management Science, INFORMS, vol. 45(4), pages 486-498, April.
    9. Angelopoulos, Spyros & Bendoly, Elliot & Fransoo, Jan C. & Hoberg, Kai & Ou, Carol & Tenhiälä, Antti, 2023. "Digital transformation in operations management: Fundamental change through agency reversal," Other publications TiSEM 373742f5-0b87-4276-9ed6-8, Tilburg University, School of Economics and Management.
    10. Menon, Satya & Kahn, Barbara E, 1995. "The Impact of Context on Variety Seeking in Product Choices," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 22(3), pages 285-295, December.
    11. Alan L. Montgomery & Shibo Li & Kannan Srinivasan & John C. Liechty, 2004. "Modeling Online Browsing and Path Analysis Using Clickstream Data," Marketing Science, INFORMS, vol. 23(4), pages 579-595, November.
    12. Bruce G. S. Hardie & Eric J. Johnson & Peter S. Fader, 1993. "Modeling Loss Aversion and Reference Dependence Effects on Brand Choice," Marketing Science, INFORMS, vol. 12(4), pages 378-394.
    13. Harper Roehm & Michelle Roehm, 2004. "Variety-Seeking and Time of Day: Why Leader Brands Hope Young Adults Shop in the Afternoon, but Follower Brands Hope for Morning," Marketing Letters, Springer, vol. 15(4), pages 213-221, December.
    14. Zhou, Meihua & Angelopoulos, Spyros & Ou, Carol & Liu, Hongwei & Liang, Zhouyang, 2023. "Optimization of dynamic product offerings on online marketplaces: A network theory perspective," Other publications TiSEM 75d71155-88bf-4ff7-aba1-9, Tilburg University, School of Economics and Management.
    15. Jordan Etkin & Cassie Mogilner, 2016. "Does Variety Among Activities Increase Happiness?," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 43(2), pages 210-229.
    16. Moshe Givon, 1984. "Variety Seeking Through Brand Switching," Marketing Science, INFORMS, vol. 3(1), pages 1-22.
    17. Mohan, Geetha & Sivakumaran, Bharadhwaj & Sharma, Piyush, 2012. "Store environment's impact on variety seeking behavior," Journal of Retailing and Consumer Services, Elsevier, vol. 19(4), pages 419-428.
    18. Pradeep K. Chintagunta, 1998. "Inertia and Variety Seeking in a Model of Brand-Purchase Timing," Marketing Science, INFORMS, vol. 17(3), pages 253-270.
    19. Murray, Scott D. & Jin, Hyun Seung & Martin, Brett A.S., 2022. "The role of shopping orientation in variety-seeking behaviour," Journal of Business Research, Elsevier, vol. 145(C), pages 188-197.
    20. Punj, Girish, 2011. "Impulse buying and variety seeking: Similarities and differences," Journal of Business Research, Elsevier, vol. 64(7), pages 745-748, July.
    21. Desai, Kalpesh Kaushik & Trivedi, Minakshi, 2014. "Do consumer perceptions matter in measuring choice variety and variety seeking?," Journal of Business Research, Elsevier, vol. 67(1), pages 2786-2792.
    22. Tülin Erdem & Michael P. Keane, 1996. "Decision-Making Under Uncertainty: Capturing Dynamic Brand Choice Processes in Turbulent Consumer Goods Markets," Marketing Science, INFORMS, vol. 15(1), pages 1-20.
    23. McAlister, Leigh & Pessemier, Edgar, 1982. "Variety Seeking Behavior: An Interdisciplinary Review," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 9(3), pages 311-322, December.
    24. Barbara E. Kahn & Jagmohan S. Raju, 1991. "Effects of Price Promotions on Variety-Seeking and Reinforcement Behavior," Marketing Science, INFORMS, vol. 10(4), pages 316-337.
    25. Sharma, Piyush & Sivakumaran, Bharadhwaj & Marshall, Roger, 2010. "Impulse buying and variety seeking: A trait-correlates perspective," Journal of Business Research, Elsevier, vol. 63(3), pages 276-283, March.
    26. Allenby, Greg M. & Rossi, Peter E., 1998. "Marketing models of consumer heterogeneity," Journal of Econometrics, Elsevier, vol. 89(1-2), pages 57-78, November.
    Full references (including those not matched with items on IDEAS)

    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. Pan Li & Alexander Tuzhilin, 2024. "When Variety Seeking Meets Unexpectedness: Incorporating Variety-Seeking Behaviors into Design of Unexpected Recommender Systems," Information Systems Research, INFORMS, vol. 35(3), pages 1257-1273, September.
    2. Nanarpuzha, Rajesh, 2013. "Modeling Situational Factors in Variety Seeking Behaviour: An Extension of the Lightning Bolt Model," IIMA Working Papers WP2013-12-04, Indian Institute of Management Ahmedabad, Research and Publication Department.
    3. Legohérel, Patrick & Hsu, Cathy H.C. & Daucé, Bruno, 2015. "Variety-seeking: Using the CHAID segmentation approach in analyzing the international traveler market," Tourism Management, Elsevier, vol. 46(C), pages 359-366.
    4. Wang, Yan & Jiang, Jing & Yang, Ying, 2023. "Magic odd numbers: The effect of numerical parity on variety-seeking," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    5. Vakeel, Khadija Ali & Fudurić, Morana & Malthouse, Edward C., 2021. "Extending variety seeking to multi-sided platforms: Impact of new retailer listing," Journal of Retailing and Consumer Services, Elsevier, vol. 59(C).
    6. Kim, Jungkeun, 2020. "Impact of the perceived threat of COVID-19 on variety-seeking," Australasian marketing journal, Elsevier, vol. 28(3), pages 108-116.
    7. S. Sajeesh & Jagmohan S. Raju, 2010. "Positioning and Pricing in a Variety Seeking Market," Management Science, INFORMS, vol. 56(6), pages 949-961, June.
    8. Desai, Kalpesh Kaushik & Trivedi, Minakshi, 2014. "Do consumer perceptions matter in measuring choice variety and variety seeking?," Journal of Business Research, Elsevier, vol. 67(1), pages 2786-2792.
    9. Ting-Hsiang Tseng, 2014. "The Impact Of Need For Variety On Country Image Effects," Global Journal of Business Research, The Institute for Business and Finance Research, vol. 8(2), pages 45-53.
    10. Kwon, Ohjin & Singh, Tanya & Kim, SunAh, 2023. "The competing roles of variety seeking in new brand adoption," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    11. Szymanowski, Maciej & Gijsbrechts, Els, 2013. "Patterns in consumption-based learning about brand quality for consumer packaged goods," International Journal of Research in Marketing, Elsevier, vol. 30(3), pages 219-235.
    12. Irani-Kermani, Roozbeh & Jaenicke, Edward C., 2018. "Generalizing Variety Seeking Measurement from Brand Space to Product Attribute Space," 2018 Annual Meeting, August 5-7, Washington, D.C. 273818, Agricultural and Applied Economics Association.
    13. Wu, Pei-Hsun & Kao, Danny Tengti, 2011. "Goal orientation and variety seeking behavior: The role of decision task," Journal of Economic Psychology, Elsevier, vol. 32(1), pages 65-72, February.
    14. Sha Zhang & Xiting Wu & Yonggui Wang & Peiqi Jiang, 2024. "Does time of day affect consumers’ price sensitivity?," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-11, December.
    15. Sergi Jiménez-Martín & Antonio Ladrón de Guevara-Martínez, 2009. "A state-dependent model of hybrid behavior with rational consumers in the attribute space," Investigaciones Economicas, Fundación SEPI, vol. 33(3), pages 347-383, September.
    16. Antonio Ladrón de Guevara, 2001. "A dynamic choice model of hybrid behavior in the attribute-space," Economics Working Papers 589, Department of Economics and Business, Universitat Pompeu Fabra.
    17. Szymanowski, M.G., 2009. "Consumption-based learning about brand quality : Essays on how private labels share and borrow reputation," Other publications TiSEM b12825d8-5e21-4437-adda-b, Tilburg University, School of Economics and Management.
    18. Avornyo, Philip & Fang, Jiaming & Antwi, Collins Opoku & Aboagye, Michael Osei & Boadi, Evans Asante, 2019. "Are customers still with us? The influence of optimum stimulation level and IT-specific traits on mobile banking discontinuous usage intentions," Journal of Retailing and Consumer Services, Elsevier, vol. 47(C), pages 348-360.
    19. van Oest, R.D. & Franses, Ph.H.B.F., 2003. "Which brands gain share from which brands? Inference from store-level scanner data," ERIM Report Series Research in Management ERS-2003-076-MKT, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    20. P. B. Seetharaman & Hai Che, 2009. "Price Competition in Markets with Consumer Variety Seeking," Marketing Science, INFORMS, vol. 28(3), pages 516-525, 05-06.

    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:184:y:2024:i:c:s0148296324004053. 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.