IDEAS home Printed from https://ideas.repec.org/a/eee/joreco/v88y2026ics0969698925002978.html

From rational depletion to impulsive decision: A multi-information source perspective in social livestreaming e-commerce

Author

Listed:
  • Zhang, Yundi
  • Fu, Shixuan
  • Yan, Xiangbin

Abstract

As impulsive buying (IB) surges in social livestreaming e-commerce (SLE), existing studies have primarily examined its antecedents from the perspective of affective responses and typically simplify information sources to the streamer alone. This focus, however, overlooks the complex information environments within SLE and how these environments shape IB through cognitive mechanisms. To fill this gap, firstly, we identify four core types of information sources within SLE employing the Delphi method. We then construct and test the chained mediation model based on the Stimulus-Strain-Outcome (SSO) framework, leveraging a dataset of 769 survey responses and utilizing two complementary methods: Partial least squares structural equation modeling (PLS-SEM) and fuzzy-set qualitative comparative analysis (fsQCA). Our findings demonstrate that multi-source stimuli in SLE can influence IB through the sequential mediating effects of perceived overload and decision fatigue, with consumer resilience moderating this relationship negatively. Additionally, the fsQCA results reveal multiple equifinal configurational paths, each comprising different combinations of information source stimuli. By elucidating a non-affective impulse pathway rooted in rational resource depletion, our study not only advances the understanding of IB mechanisms in SLE but also broadens the theoretical scope of the SSO framework and the role of decision fatigue.

Suggested Citation

  • Zhang, Yundi & Fu, Shixuan & Yan, Xiangbin, 2026. "From rational depletion to impulsive decision: A multi-information source perspective in social livestreaming e-commerce," Journal of Retailing and Consumer Services, Elsevier, vol. 88(C).
  • Handle: RePEc:eee:joreco:v:88:y:2026:i:c:s0969698925002978
    DOI: 10.1016/j.jretconser.2025.104518
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0969698925002978
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jretconser.2025.104518?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Pappas, Ilias O. & Woodside, Arch G., 2021. "Fuzzy-set Qualitative Comparative Analysis (fsQCA): Guidelines for research practice in Information Systems and marketing," International Journal of Information Management, Elsevier, vol. 58(C).
    2. Zhang, Cong & Pan, Siyu & Zhao, Yanhui, 2024. "More is not always better: Examining the drivers of livestream sales from an information overload perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 77(C).
    3. 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.
    4. Li, Li & Chen, Xiaoting & Zhu, Peng, 2024. "How do e-commerce anchors' characteristics influence consumers’ impulse buying? An emotional contagion perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 76(C).
    5. Bermes, Alena, 2021. "Information overload and fake news sharing: A transactional stress perspective exploring the mitigating role of consumers’ resilience during COVID-19," Journal of Retailing and Consumer Services, Elsevier, vol. 61(C).
    6. Shuaikang Hao, 2025. "What inhibits live-streaming commerce from winning consumers? An investigation from the stressor-strain-outcome perspective," Electronic Markets, Springer;IIM University of St. Gallen, vol. 35(1), pages 1-17, December.
    7. Chang, Yaping & Wang, Han & Guo, Zhenjiang, 2025. "Artificial intelligence in live streaming: How can virtual streamers bring more sales?," Journal of Retailing and Consumer Services, Elsevier, vol. 84(C).
    8. Lo, Pei-San & Dwivedi, Yogesh K. & Wei-Han Tan, Garry & Ooi, Keng-Boon & Cheng-Xi Aw, Eugene & Metri, Bhimaraya, 2022. "Why do consumers buy impulsively during live streaming? A deep learning-based dual-stage SEM-ANN analysis," Journal of Business Research, Elsevier, vol. 147(C), pages 325-337.
    9. Li, Jiarui & Kang, Jiyun, 2025. "Less stress, fewer delays: The role of sophisticated AI in mitigating decision fatigue and purchase postponement in luxury retail," Journal of Retailing and Consumer Services, Elsevier, vol. 85(C).
    10. Jamie L. Grigsby & Robert D. Jewell & Colin Campbell, 2021. "Have your cake and eat it too: how invoking post-purchase hyperopia mitigates impulse purchase regret," Marketing Letters, Springer, vol. 32(1), pages 75-89, March.
    11. Zhang, Yihan & Li, Kai & Qian, Chen & Li, Xiaotong & Yuan, Qinjian, 2024. "How real-time interaction and sentiment influence online sales? Understanding the role of live streaming danmaku," Journal of Retailing and Consumer Services, Elsevier, vol. 78(C).
    12. Rook, Dennis W & Fisher, Robert J, 1995. "Normative Influences on Impulsive Buying Behavior," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 22(3), pages 305-313, December.
    13. Hirshleifer, David & Levi, Yaron & Lourie, Ben & Teoh, Siew Hong, 2019. "Decision fatigue and heuristic analyst forecasts," Journal of Financial Economics, Elsevier, vol. 133(1), pages 83-98.
    14. Tóth, Zsófia & Thiesbrummel, Christoph & Henneberg, Stephan C. & Naudé, Peter, 2015. "Understanding configurations of relational attractiveness of the customer firm using fuzzy set QCA," Journal of Business Research, Elsevier, vol. 68(3), pages 723-734.
    15. Mai Dong Tran & Kim Phuc Ta & Huong Thao Luu & Ngoc Bao Tram Ta & Minh Y Nhi Vo & Anh Sao Pham, 2025. "Effect of KOLs’ persuasiveness on impulsive buying behaviors: live streaming commerce," Cogent Business & Management, Taylor & Francis Journals, vol. 12(1), pages 2476709-247, December.
    16. Wei Zhang & Linhui Sun & Xinping Wang & Anbo Wu, 2022. "The influence of AI word‐of‐mouth system on consumers' purchase behaviour: The mediating effect of risk perception," Systems Research and Behavioral Science, Wiley Blackwell, vol. 39(3), pages 516-530, May.
    17. Pei-Fang Hsu & Tuan (Kellan) Nguyen & Chen-Ya Wang & Pei-Ju Huang, 2023. "Chatbot commerce—How contextual factors affect Chatbot effectiveness," Electronic Markets, Springer;IIM University of St. Gallen, vol. 33(1), pages 1-22, December.
    18. Armstrong, J. Scott & Overton, Terry S., 1977. "Estimating Nonresponse Bias in Mail Surveys," MPRA Paper 81694, University Library of Munich, Germany.
    19. Doucé, Lieve & Adams, Carmen, 2020. "Sensory overload in a shopping environment: Not every sensory modality leads to too much stimulation," Journal of Retailing and Consumer Services, Elsevier, vol. 57(C).
    20. Norman Dalkey & Olaf Helmer, 1963. "An Experimental Application of the DELPHI Method to the Use of Experts," Management Science, INFORMS, vol. 9(3), pages 458-467, April.
    21. Luo, Xi & Cheah, Jun-Hwa & Hollebeek, Linda D. & Lim, Xin-Jean, 2024. "Boosting customers’ impulsive buying tendency in live-streaming commerce: The role of customer engagement and deal proneness," Journal of Retailing and Consumer Services, Elsevier, vol. 77(C).
    22. Zhang, Yundi & Zhang, Tingting & Yan, Xiangbin, 2024. "Understanding impulse buying in short video live E-commerce: The perspective of consumer vulnerability and product type," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    23. Jingyu Li & Xiaoming Wang & Qiuyang Gu, 2025. "Shopping festival atmospherics of China’s singles day shopping festival and participants’ perception: Scale development and validation," PLOS ONE, Public Library of Science, vol. 20(6), pages 1-20, June.
    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. Gallin, Steffie & Portes, Audrey, 2024. "Online shopping: How can algorithm performance expectancy enhance impulse buying?," Journal of Retailing and Consumer Services, Elsevier, vol. 81(C).
    2. Ma, Xiangyang & Ren, Jiawen & Khor, Xianghui & Wang, Ruina & Li, Tieshan & Lang, Xiaoping, 2025. "Influencing mechanisms of live streamer's language strategies on product sales," Journal of Retailing and Consumer Services, Elsevier, vol. 85(C).
    3. Shuaikang Hao, 2025. "What inhibits live-streaming commerce from winning consumers? An investigation from the stressor-strain-outcome perspective," Electronic Markets, Springer;IIM University of St. Gallen, vol. 35(1), pages 1-17, December.
    4. Liu, Zixuan & Zhong, Shiquan & Jia, Ning & Zhang, Jiemin & Lee, Likchern, 2026. "When feeling takes a backseat in livestream commerce: The effects of virtual versus human streamers on consumers’ impulsive buying," Journal of Retailing and Consumer Services, Elsevier, vol. 88(C).
    5. Zhang, Yundi & Zhang, Tingting & Yan, Xiangbin, 2024. "Understanding impulse buying in short video live E-commerce: The perspective of consumer vulnerability and product type," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    6. Azad Moghddam, Hamed & Mortimer, Gary, 2025. "Measuring the consumer livestreaming experience: Scale development and validation," Journal of Retailing and Consumer Services, Elsevier, vol. 87(C).
    7. Qu, Yi & Khan, Jashim & Su, Yuyang & Tong, Jiao & Zhao, Shuo, 2023. "Impulse buying tendency in live-stream commerce: The role of viewing frequency and anticipated emotions influencing scarcity-induced purchase decision," Journal of Retailing and Consumer Services, Elsevier, vol. 75(C).
    8. Huang, Wensheng & Wang, Xiaochen & Zhang, Qianyao & Han, Junhui & Zhang, Runtong, 2025. "Beyond likes and comments: How social proof influences consumer impulse buying on short-form video platforms," Journal of Retailing and Consumer Services, Elsevier, vol. 84(C).
    9. Wang, Zerong & Wang, Zeen & Rinprasertmeechai, Denisa & Worawan, Saechoen, 2024. "Understanding the effects of live streamers’ appearance and abilities in shaping consumer purchase: A cross-cultural empirical research," Journal of Retailing and Consumer Services, Elsevier, vol. 81(C).
    10. Li, Mingfang & Choudhury, Askar H. & Du, Jiangang, 2026. "Impact of impulse buying on product return in online shopping," Journal of Retailing and Consumer Services, Elsevier, vol. 89(PA).
    11. Wang, Xinmeng & Zhang, Zhe & Jiang, Qingyun, 2024. "The effectiveness of human vs. AI voice-over in short video advertisements: A cognitive load theory perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 81(C).
    12. Alshehri, Abdullah, 2025. "When the recipe is more important than the ingredients, understanding factors affecting customer loyalty in unmanned convenience store using fsQCA," Journal of Retailing and Consumer Services, Elsevier, vol. 82(C).
    13. Zhang, Liangbo & Wang, Xueying & Majeed, Salman & Zhou, Zhimin, 2025. "How do sales promotions, communication agents, and psychological contracts determine purchase hesitation? Evidence from live stream influencers’ fan groups," Journal of Retailing and Consumer Services, Elsevier, vol. 84(C).
    14. Wang, Xiao-Wu & Guo, Yihao, 2026. "Beyond the screen: Understanding consumer engagement with live-stream shopping from the perspective of the information system success model," Journal of Retailing and Consumer Services, Elsevier, vol. 88(C).
    15. Zafar, Abaid Ullah & Shahzad, Mohsin & Ashfaq, Muhammad & Shahzad, Khuram, 2023. "Forecasting impulsive consumers driven by macro-influencers posts: Intervention of followers' flow state and perceived informativeness," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    16. Norafifa Mohd Ariffin & Amily Fikry & Nor Diyana Mohammed Shobri & Irma Syarlina Che Ilias, 2024. "A Review of Tiktok Livestreaming Commerce," Information Management and Business Review, AMH International, vol. 16(3), pages 67-77.
    17. Yang, Yang & Zhao, Jichang & Li, Yashuai, 2025. "More than enough is too much: Curvilinear relationship between anchor body movements and sales in live streaming e-commerce," Journal of Retailing and Consumer Services, Elsevier, vol. 84(C).
    18. Iftikhar Ahmad & Raisahm Hayee & Muhammad Ahasan Ali, 2026. "Social comparison and impulse buying behavior: the mediating role of utilitarian and hedonic shopping values in an emerging market," Future Business Journal, Springer, vol. 12(1), pages 1-15, December.
    19. Chunhua Sun & Hong Meng & Ziqin Gan & Yezheng Liu, 2026. "Choose AR or live streaming? The influence of online product presentation on consumers’ product uncertainty," Electronic Markets, Springer;IIM University of St. Gallen, vol. 36(1), pages 1-17, December.
    20. Alnoor, Alhamzah & Abbas, Sammar & Khaw, Khai Wah & Muhsen, Yousif Raad & Chew, XinYing, 2024. "Unveiling the optimal configuration of impulsive buying behavior using fuzzy set qualitative comparative analysis and multi-criteria decision approach," Journal of Retailing and Consumer Services, Elsevier, vol. 81(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:joreco:v:88:y:2026:i:c:s0969698925002978. 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: https://www.journals.elsevier.com/journal-of-retailing-and-consumer-services .

    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.