IDEAS home Printed from https://ideas.repec.org/a/eee/joreco/v74y2023ics0969698923001376.html
   My bibliography  Save this article

How IT affordances influence customer engagement in live streaming commerce? A dual-stage analysis of PLS-SEM and fsQCA

Author

Listed:
  • Yan, Ying
  • Chen, Hongquan
  • Shao, Bingjia
  • Lei, Yuanyang

Abstract

Engaging customers and building loyalty are crucial for operators who embrace live streaming. While previous research has identified many social and technical factors that assist operators in engaging their customers, few studies have examined customer engagement from a sociotechnical perspective (i.e., IT affordances). To fill the gap, a theoretical model grounded in the stimulus-organism-response (SOR) framework is developed to explain how IT affordances (i.e., metavoicing, visibility, and guidance shopping affordance) influence customer engagement through swift guanxi and perceived enjoyment in live streaming. To test the model, a survey with 371 valid samples was carried out and a dual-stage analysis using partial least squares-structural equation modeling (PLS-SEM) and fuzzy-set qualitative comparative analysis (fsQCA) was employed. PLS-SEM results reveal that IT affordances in live streaming indirectly affect customer engagement through swift guanxi and perceived enjoyment. Additionally, fsQCA suggests that two different configurations with high or low visibility affordance can lead to the same outcome of high customer engagement. These findings offer insights into how IT affordances can promote customer engagement and assist operators of live streaming commerce (LSC) in developing effective strategies to engage their customers.

Suggested Citation

  • Yan, Ying & Chen, Hongquan & Shao, Bingjia & Lei, Yuanyang, 2023. "How IT affordances influence customer engagement in live streaming commerce? A dual-stage analysis of PLS-SEM and fsQCA," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    • Handle: RePEc:eee:joreco:v:74:y:2023:i:c:s0969698923001376
    DOI: 10.1016/j.jretconser.2023.103390
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0969698923001376
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jretconser.2023.103390?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. Gao, Lingling & Bai, Xuesong, 2014. "Online consumer behaviour and its relationship to website atmospheric induced flow: Insights into online travel agencies in China," Journal of Retailing and Consumer Services, Elsevier, vol. 21(4), pages 653-665.
    2. Tuncer, Ilhami, 2021. "The relationship between IT affordance, flow experience, trust, and social commerce intention: An exploration using the S-O-R paradigm," Technology in Society, Elsevier, vol. 65(C).
    3. 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.
    4. Pan, Wen & Sun, Li-Yun, 2018. "A Self-Regulation Model of Zhong Yong Thinking and Employee Adaptive Performance," Management and Organization Review, Cambridge University Press, vol. 14(1), pages 135-159, March.
    5. Kang, Weiyao & Shao, Bingjia, 2023. "The impact of voice assistants’ intelligent attributes on consumer well-being: Findings from PLS-SEM and fsQCA," Journal of Retailing and Consumer Services, Elsevier, vol. 70(C).
    6. Tong, Xinjia & Chen, Yuangao & Zhou, Shasha & Yang, Shuiqing, 2022. "How background visual complexity influences purchase intention in live streaming: The mediating role of emotion and the moderating role of gender," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    7. Kaya, Bahar & Abubakar, A. Mohammed & Behravesh, Elaheh & Yildiz, Harun & Mert, Ibrahim Sani, 2020. "Antecedents of innovative performance: Findings from PLS-SEM and fuzzy sets (fsQCA)," Journal of Business Research, Elsevier, vol. 114(C), pages 278-289.
    8. 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).
    9. Gligor, David & Bozkurt, Siddik, 2020. "FsQCA versus regression: The context of customer engagement," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    10. 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).
    11. Dong, Xueyan & Wang, Tienan, 2018. "Social tie formation in Chinese online social commerce: The role of IT affordances," International Journal of Information Management, Elsevier, vol. 42(C), pages 49-64.
    12. 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).
    13. 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).
    14. Armstrong, J. Scott & Overton, Terry S., 1977. "Estimating Nonresponse Bias in Mail Surveys," MPRA Paper 81694, University Library of Munich, Germany.
    15. Anita Pansari & V. Kumar, 2017. "Customer engagement: the construct, antecedents, and consequences," Journal of the Academy of Marketing Science, Springer, vol. 45(3), pages 294-311, May.
    16. Akdim, Khaoula & Casaló, Luis V. & Flavián, Carlos, 2022. "The role of utilitarian and hedonic aspects in the continuance intention to use social mobile apps," Journal of Retailing and Consumer Services, Elsevier, vol. 66(C).
    17. Eroglu, Sevgin A. & Machleit, Karen A. & Davis, Lenita M., 2001. "Atmospheric qualities of online retailing: A conceptual model and implications," Journal of Business Research, Elsevier, vol. 54(2), pages 177-184, November.
    18. Fu, Senhui & Yan, Qing & Feng, Guangchao Charles, 2018. "Who will attract you? Similarity effect among users on online purchase intention of movie tickets in the social shopping context," International Journal of Information Management, Elsevier, vol. 40(C), pages 88-102.
    19. 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).
    20. Aladwani, Adel M., 2017. "Compatible quality of social media content: Conceptualization, measurement, and affordances," International Journal of Information Management, Elsevier, vol. 37(6), pages 576-582.
    21. Xiang, Li & Zheng, Xiabing & Lee, Matthew K.O. & Zhao, Dingtao, 2016. "Exploring consumers’ impulse buying behavior on social commerce platform: The role of parasocial interaction," International Journal of Information Management, Elsevier, vol. 36(3), pages 333-347.
    22. Yim, Mark Yi-Cheon & Chu, Shu-Chuan & Sauer, Paul L., 2017. "Is Augmented Reality Technology an Effective Tool for E-commerce? An Interactivity and Vividness Perspective," Journal of Interactive Marketing, Elsevier, vol. 39(C), pages 89-103.
    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. Nieves-Pavón, Sergio & López-Mosquera, Natalia & Jiménez-Naranjo, Héctor, 2023. "The factors influencing STD through SOR theory," Journal of Retailing and Consumer Services, Elsevier, vol. 75(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. Shi, Xiaoxiao & Evans, Richard & Shan, Wei, 2022. "Solver engagement in online crowdsourcing communities: The roles of perceived interactivity, relationship quality and psychological ownership," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    2. Zheng, Shiyong & Chen, Jiada & Liao, Junyun & Hu, Hsin-Li, 2023. "What motivates users' viewing and purchasing behavior motivations in live streaming: A stream-streamer-viewer perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    3. Gao, Wei & Jiang, Ning & Guo, Qingqing, 2023. "How do virtual streamers affect purchase intention in the live streaming context? A presence perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    4. Chunhui Huo & Xiaorui Wang & Muhammad Waqas Sadiq & Ming Pang, 2023. "Exploring Factors Affecting Consumer’s Impulse Buying Behavior in Live-Streaming Shopping: An Interactive Research Based Upon SOR Model," SAGE Open, , vol. 13(2), pages 21582440231, May.
    5. Zhai, Mengfan & Chen, Yuan, 2023. "How do relational bonds affect user engagement in e-commerce livestreaming? The mediating role of trust," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).
    6. Wang, Dongyi & Luo, Xin (Robert) & Hua, Ying & Benitez, Jose, 2023. "Customers’ help-seeking propensity and decisions in brands’ self-built live streaming E-Commerce: A mixed-methods and fsQCA investigation from a dual-process perspective," Journal of Business Research, Elsevier, vol. 156(C).
    7. Prarawan Senachai & Puthipong Julagasigorn, 2024. "Retail mix instruments influencing customer perceived value and customer engagement: a conceptual framework and research agenda," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    8. 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).
    9. 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).
    10. Chen, Xiayu & Shen, Junya & Wei, Shaobo, 2023. "What reduces product uncertainty in live streaming e-commerce? From a signal consistency perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    11. Rahman, Muhammad Sabbir & Bag, Surajit & Hossain, Md Afnan & Abdel Fattah, Fadi Abdel Muniem & Gani, Mohammad Osman & Rana, Nripendra P., 2023. "The new wave of AI-powered luxury brands online shopping experience: The role of digital multisensory cues and customers’ engagement," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
    12. 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).
    13. Yang, Xiaolin & Gou, Qinglong & Wang, Xin & Zhang, Juzhi, 2022. "Does bonus motivate streamers to perform better? An analysis of compensation mechanisms for live streaming platforms," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 164(C).
    14. Xin, Baogui & Hao, Yaru & Xie, Lei, 2023. "Strategic product showcasing mode of E-commerce live streaming," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    15. 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.
    16. 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.
    17. Sukhov, Alexandre & Friman, Margareta & Olsson, Lars E., 2023. "Unlocking potential: An integrated approach using PLS-SEM, NCA, and fsQCA for informed decision making," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    18. Zhang, Yanfen & Xu, Qi & Zhang, Guoqing, 2023. "Optimal contracts with moral hazard and adverse selection in a live streaming commerce market," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    19. Xiaojun Mai & Fauziah Sheikh Ahmad & Jiayi Xu, 2023. "A Comprehensive Bibliometric Analysis of Live Streaming Commerce: Mapping the Research Landscape," SAGE Open, , vol. 13(4), pages 21582440231, December.
    20. Zhang, Tao & Tang, Zhongjun, 2023. "Should manufacturers open live streaming shopping channels?," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).

    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:74:y:2023:i:c:s0969698923001376. 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.