IDEAS home Printed from https://ideas.repec.org/a/spr/infosf/v25y2023i5d10.1007_s10796-022-10356-4.html
   My bibliography  Save this article

Do Real-Time Reviews Matter? Examining how Bullet Screen Influences Consumers’ Purchase Intention in Live Streaming Commerce

Author

Listed:
  • Qingfeng Zeng

    (Shanghai University of Finance and Economics)

  • Qian Guo

    (Henan University)

  • Wei Zhuang

    (Shanghai University of Finance and Economics)

  • Yu Zhang

    (Shanghai University of Finance and Economics)

  • Weiguo Fan

    (Tippie College of Business, University of Iowa)

Abstract

Bullet screen as a type of real-time reviews published by viewers is an important unique feature in live streaming commerce. However, it is unclear whether and how bullet screen affects consumers’ purchase intention. Drawing upon elaboration likelihood model, this study developed a conceptual model integrating two variables for central cues and three variables for peripheral cues to explain consumers’ purchase intention. Using a big dataset of 668,591 records from the Taobao Live, the largest live streaming commerce platform in China, our empirical study finds that bullet screen has a vital role in influencing consumers’ purchase intention. Interestingly, bullet screen sentiment has a curvilinear relationship with purchase intention, and source credibility has a negative effect on purchase intention. In addition, product type moderates the impact of bullet screen on purchase intention, and the results indicate that peripheral cues have a stronger influence on purchase intention of experience products than search products. Our study contributes to customer review literature by exploring the influence of real-time reviews on consumer behaviors in live streaming commerce. It also offers a useful practical framework for platform providers and sellers.

Suggested Citation

  • Qingfeng Zeng & Qian Guo & Wei Zhuang & Yu Zhang & Weiguo Fan, 2023. "Do Real-Time Reviews Matter? Examining how Bullet Screen Influences Consumers’ Purchase Intention in Live Streaming Commerce," Information Systems Frontiers, Springer, vol. 25(5), pages 2051-2067, October.
    • Handle: RePEc:spr:infosf:v:25:y:2023:i:5:d:10.1007_s10796-022-10356-4
    DOI: 10.1007/s10796-022-10356-4
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10796-022-10356-4
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s10796-022-10356-4?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. Kang, Kai & Lu, Jinxuan & Guo, Lingyun & Li, Wenlu, 2021. "The dynamic effect of interactivity on customer engagement behavior through tie strength: Evidence from live streaming commerce platforms," International Journal of Information Management, Elsevier, vol. 56(C).
    2. Yingtao Shen & Shenyu Li & Michelle DeMoss, 2012. "The Effect Of Quantitative Electronic Word Of Mouth On Consumer Perceived Product Quality," International Journal of Management and Marketing Research, The Institute for Business and Finance Research, vol. 5(2), pages 19-29.
    3. Busalim, Abdelsalam H. & Hussin, Ab Razak Che, 2016. "Understanding social commerce: A systematic literature review and directions for further research," International Journal of Information Management, Elsevier, vol. 36(6), pages 1075-1088.
    4. Wongkitrungrueng, Apiradee & Assarut, Nuttapol, 2020. "The role of live streaming in building consumer trust and engagement with social commerce sellers," Journal of Business Research, Elsevier, vol. 117(C), pages 543-556.
    5. 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.
    6. Park, Cheol & Lee, Thae Min, 2009. "Information direction, website reputation and eWOM effect: A moderating role of product type," Journal of Business Research, Elsevier, vol. 62(1), pages 61-67, January.
    7. Kar Yan Tam & Shuk Ying Ho, 2005. "Web Personalization as a Persuasion Strategy: An Elaboration Likelihood Model Perspective," Information Systems Research, INFORMS, vol. 16(3), pages 271-291, September.
    8. Navid Aghakhani & Onook Oh & Dawn G. Gregg & Jahangir Karimi, 2021. "Online Review Consistency Matters: An Elaboration Likelihood Model Perspective," Information Systems Frontiers, Springer, vol. 23(5), pages 1287-1301, September.
    9. Min Zhang & Fang Qin & G. Alan Wang & Cheng Luo, 2020. "The impact of live video streaming on online purchase intention," The Service Industries Journal, Taylor & Francis Journals, vol. 40(9-10), pages 656-681, July.
    10. Nelson, Philip, 1974. "Advertising as Information," Journal of Political Economy, University of Chicago Press, vol. 82(4), pages 729-754, July/Aug..
    11. Meng, Lu (Monroe) & Duan, Shen & Zhao, Yijun & Lü, Kevin & Chen, Siyun, 2021. "The impact of online celebrity in livestreaming E-commerce on purchase intention from the perspective of emotional contagion," Journal of Retailing and Consumer Services, Elsevier, vol. 63(C).
    12. Jonah Berger & Alan T. Sorensen & Scott J. Rasmussen, 2010. "Positive Effects of Negative Publicity: When Negative Reviews Increase Sales," Marketing Science, INFORMS, vol. 29(5), pages 815-827, 09-10.
    13. Yu, Lu & Li, He & He, Wu & Wang, Feng-Kwei & Jiao, Shiqiao, 2020. "A meta-analysis to explore privacy cognition and information disclosure of internet users," International Journal of Information Management, Elsevier, vol. 51(C).
    14. Allen McDowell, 2004. "From the help desk: Seemingly unrelated regression with unbalanced equations," Stata Journal, StataCorp LP, vol. 4(4), pages 442-448, December.
    15. Rohit Aggarwal & Ram Gopal & Alok Gupta & Harpreet Singh, 2012. "Putting Money Where the Mouths Are: The Relation Between Venture Financing and Electronic Word-of-Mouth," Information Systems Research, INFORMS, vol. 23(3-part-2), pages 976-992, September.
    16. Li, You & Li, Xiaolin & Cai, Jiali, 2021. "How attachment affects user stickiness on live streaming platforms: A socio-technical approach perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 60(C).
    17. Chris Forman & Anindya Ghose & Batia Wiesenfeld, 2008. "Examining the Relationship Between Reviews and Sales: The Role of Reviewer Identity Disclosure in Electronic Markets," Information Systems Research, INFORMS, vol. 19(3), pages 291-313, September.
    18. Zaichkowsky, Judith Lynne, 1985. "Measuring the Involvement Construct," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 12(3), pages 341-352, December.
    19. Khim-Yong Goh & Cheng-Suang Heng & Zhijie Lin, 2013. "Social Media Brand Community and Consumer Behavior: Quantifying the Relative Impact of User- and Marketer-Generated Content," Information Systems Research, INFORMS, vol. 24(1), pages 88-107, March.
    20. Klein, Lisa R., 1998. "Evaluating the Potential of Interactive Media through a New Lens: Search versus Experience Goods," Journal of Business Research, Elsevier, vol. 41(3), pages 195-203, March.
    21. Petty, Richard E & Cacioppo, John T & Schumann, David, 1983. "Central and Peripheral Routes to Advertising Effectiveness: The Moderating Role of Involvement," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 10(2), pages 135-146, September.
    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. Luo, Lijuan & Xu, Meiling & Zheng, Yujie, 2024. "Informative or affective? Exploring the effects of streamers’ topic types on user engagement in live streaming commerce," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).

    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. Tibert Verhagen & Daniel Bloemers, 2018. "Exploring the cognitive and affective bases of online purchase intentions: a hierarchical test across product types," Electronic Commerce Research, Springer, vol. 18(3), pages 537-561, September.
    2. Xiao, Lin & Li, Xiaofeng & Zhang, Yucheng, 2023. "Exploring the factors influencing consumer engagement behavior regarding short-form video advertising: A big data perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 70(C).
    3. 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).
    4. Liao, Miyan & Fang, Jiaming & Han, Lintong & Wen, Ling & Zheng, Qiqi & Xia, Guoen, 2023. "Boosting eCommerce sales with livestreaming in B2B marketplace: A perspective on live streamers’ competencies," Journal of Business Research, Elsevier, vol. 167(C).
    5. Shalom Levy & Israel Nebenzahl, 2008. "The influence of product involvement on consumers’ interactive processes in interactive television," Marketing Letters, Springer, vol. 19(1), pages 65-77, March.
    6. Hsiu-Li Liao & Su-Houn Liu & Chi-Wen Lin, 2013. "Information, Experience and Destination Marketing - The Influence of Interactivity on Tourism Website," Review of Economics & Finance, Better Advances Press, Canada, vol. 3, pages 58-69, August.
    7. Luo, Lijuan & Xu, Meiling & Zheng, Yujie, 2024. "Informative or affective? Exploring the effects of streamers’ topic types on user engagement in live streaming commerce," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    8. Mark Ng & Monica Law & Lubanski Lam & Celine Cui, 2023. "A study of the factors influencing the viewers’ satisfaction and cognitive assimilation with livestreaming commerce broadcast in Hong Kong," Electronic Commerce Research, Springer, vol. 23(3), pages 1565-1590, September.
    9. Dongpu Fu & Yili Hong & Kanliang Wang & Weiguo Fan, 2018. "Effects of membership tier on user content generation behaviors: evidence from online reviews," Electronic Commerce Research, Springer, vol. 18(3), pages 457-483, September.
    10. Peiyu Chen & Lorin M. Hitt & Yili Hong & Shinyi Wu, 2021. "Measuring Product Type and Purchase Uncertainty with Online Product Ratings: A Theoretical Model and Empirical Application," Information Systems Research, INFORMS, vol. 32(4), pages 1470-1489, December.
    11. Zhang, Tao & Tang, Zhongjun, 2023. "Should manufacturers open live streaming shopping channels?," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).
    12. Li, Kunlin & Chen, Yuhan & Zhang, Liyi, 2020. "Exploring the influence of online reviews and motivating factors on sales: A meta-analytic study and the moderating role of product category," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    13. Zheng, Run & Li, Zhuyuan & Na, Sanggyun, 2022. "How customer engagement in the live-streaming affects purchase intention and customer acquisition, E-tailer's perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
    14. Wang, Yihan & Zhong, Ke & Liu, Qihua, 2022. "Let criticism take precedence: Effect of side order on consumer attitudes toward a two-sided online review," Journal of Business Research, Elsevier, vol. 140(C), pages 403-419.
    15. Liting Li & Haichao Zheng & Dongyu Chen & Bin Zhu, 2024. "Whose reviews are most valuable for predicting the default risk of peer-to-peer lending platforms? Evidence from China," Electronic Commerce Research, Springer, vol. 24(3), pages 1619-1658, September.
    16. 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).
    17. Eunae Jung & Hyungun Sung, 2017. "The Influence of the Middle East Respiratory Syndrome Outbreak on Online and Offline Markets for Retail Sales," Sustainability, MDPI, vol. 9(3), pages 1-23, March.
    18. Kim, Juran & Kang, Seungmook & Lee, Ki Hoon, 2021. "Evolution of digital marketing communication: Bibliometric analysis and network visualization from key articles," Journal of Business Research, Elsevier, vol. 130(C), pages 552-563.
    19. Xu, Xiaoping & Yang, Yuanyuan & Zhang, Juzhi & Cheng, T.C.E., 2023. "Live streaming platform operations and coordination under the cap-and-trade regulation: Platform-enabled mode versus platform-agency mode," International Journal of Production Economics, Elsevier, vol. 260(C).
    20. Tan, Huimin & Lv, Xingyang & Liu, Xiaoyan & Gursoy, Dogan, 2018. "Evaluation nudge: Effect of evaluation mode of online customer reviews on consumers’ preferences," Tourism Management, Elsevier, vol. 65(C), pages 29-40.

    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:spr:infosf:v:25:y:2023:i:5:d:10.1007_s10796-022-10356-4. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.