IDEAS home Printed from https://ideas.repec.org/a/spr/infosf/v25y2023i4d10.1007_s10796-021-10172-2.html
   My bibliography  Save this article

A Meta-Analytic Structural Equation Model for Understanding Social Commerce Adoption

Author

Listed:
  • Yogesh K Dwivedi

    (Swansea University
    Pune & Symbiosis International (Deemed University))

  • Elvira Ismagilova

    (University of Bradford)

  • Prianka Sarker

    (Swansea University)

  • Anand Jeyaraj

    (Wright State University)

  • Yassine Jadil
  • Laurie Hughes

    (Swansea University)

Abstract

Social commerce (s-commerce) has gained prominence with advances in social media and social networking technologies over the last decade. Prior research has employed diverse theoretical perspectives to understand and explain consumer behavior within s-commerce but has also produced inconsistent results. This study integrates different theoretical perspectives including trust, social support, and social presence. The research portrays an integrated research model involving factors that impact behavioral intention and use behavior of s-commerce consumers whilst synthesizing prior empirical findings. A meta-analytic structural equation modeling (MASEM) method was used to synthesize 189 findings reported in 68 s-commerce studies and to analyze the structural model. Our findings show that trust and informational support have positive effects on behavioral intention while trust and emotional support have positive effects on use behavior. Furthermore, our findings highlight that behavioral intention influences use behavior and mediates the effect of trust and informational support on use behavior. The implications for research and practice are discussed in detail.

Suggested Citation

  • Yogesh K Dwivedi & Elvira Ismagilova & Prianka Sarker & Anand Jeyaraj & Yassine Jadil & Laurie Hughes, 2023. "A Meta-Analytic Structural Equation Model for Understanding Social Commerce Adoption," Information Systems Frontiers, Springer, vol. 25(4), pages 1421-1437, August.
    • Handle: RePEc:spr:infosf:v:25:y:2023:i:4:d:10.1007_s10796-021-10172-2
    DOI: 10.1007/s10796-021-10172-2
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10796-021-10172-2
    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/s10796-021-10172-2?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. Yeon, Jewoo & Park, Inyoung & Lee, Daeho, 2019. "What creates trust and who gets loyalty in social commerce?," Journal of Retailing and Consumer Services, Elsevier, vol. 50(C), pages 138-144.
    2. Kim, Sanghyun & Park, Hyunsun, 2013. "Effects of various characteristics of social commerce (s-commerce) on consumers’ trust and trust performance," International Journal of Information Management, Elsevier, vol. 33(2), pages 318-332.
    3. Leong, Lai-Ying & Hew, Teck-Soon & Ooi, Keng-Boon & Chong, Alain Yee-Loong, 2020. "Predicting the antecedents of trust in social commerce – A hybrid structural equation modeling with neural network approach," Journal of Business Research, Elsevier, vol. 110(C), pages 24-40.
    4. Rajiv Sabherwal & Anand Jeyaraj & Charles Chowa, 2006. "Information System Success: Individual and Organizational Determinants," Management Science, INFORMS, vol. 52(12), pages 1849-1864, December.
    5. Xu, Xiao-Yu & Luo, Xin (Robert) & Wu, Kuang & Zhao, Weijie, 2021. "Exploring viewer participation in online video game streaming: A mixed-methods approach," International Journal of Information Management, Elsevier, vol. 58(C).
    6. Jeyaraj, Anand & Dwivedi, Yogesh K., 2020. "Meta-analysis in information systems research: Review and recommendations," International Journal of Information Management, Elsevier, vol. 55(C).
    7. Hajli, Nick & Sims, Julian, 2015. "Social commerce: The transfer of power from sellers to buyers," Technological Forecasting and Social Change, Elsevier, vol. 94(C), pages 350-358.
    8. Yahia, Imene Ben & Al-Neama, Nasser & Kerbache, Laoucine, 2018. "Investigating the drivers for social commerce in social media platforms: Importance of trust, social support and the platform perceived usage," Journal of Retailing and Consumer Services, Elsevier, vol. 41(C), pages 11-19.
    9. Md. Alamgir Hossain & Nusrat Jahan & Minho Kim, 2020. "A Mediation and Moderation Model of Social Support, Relationship Quality and Social Commerce Intention," Sustainability, MDPI, vol. 12(23), pages 1-13, November.
    10. Yadav, Manjit S. & de Valck, Kristine & Hennig-Thurau, Thorsten & Hoffman, Donna L. & Spann, Martin, 2013. "Social Commerce: A Contingency Framework for Assessing Marketing Potential," Journal of Interactive Marketing, Elsevier, vol. 27(4), pages 311-323.
    11. Cheng, Xusen & Gu, Yu & Shen, Jia, 2019. "An integrated view of particularized trust in social commerce: An empirical investigation," International Journal of Information Management, Elsevier, vol. 45(C), pages 1-12.
    12. Sparks, Beverley A. & So, Kevin Kam Fung & Bradley, Graham L., 2016. "Responding to negative online reviews: The effects of hotel responses on customer inferences of trust and concern," Tourism Management, Elsevier, vol. 53(C), pages 74-85.
    13. Radwan Al-Dwairi, 2017. "Social commerce adoption among Jordanian youth: empirical study," International Journal of Business Information Systems, Inderscience Enterprises Ltd, vol. 26(3), pages 277-296.
    14. Tazizur Rahman & Yang Sok Kim & Mijin Noh & Choong Kwon Lee, 2020. "Determinants of social commerce adoption in an emerging economy," Service Business, Springer;Pan-Pacific Business Association, vol. 14(4), pages 479-502, December.
    15. Yogesh K. Dwivedi & Nripendra P. Rana & Anand Jeyaraj & Marc Clement & Michael D. Williams, 2019. "Re-examining the Unified Theory of Acceptance and Use of Technology (UTAUT): Towards a Revised Theoretical Model," Information Systems Frontiers, Springer, vol. 21(3), pages 719-734, June.
    16. Chen, Xiayu & Li, Yanrui & Davison, Robert M. & Liu, Yezheng, 2021. "The impact of imitation on Chinese social commerce buyers’ purchase behavior: The moderating role of uncertainty," International Journal of Information Management, Elsevier, vol. 56(C).
    17. Shin-Yuan Hung & Hsin-Min Hung & Chia-Ming Chang & Jacob Chia-An Tsai, 2015. "Cognitive and affective factors influencing customer adoption of social commerce: an empirical study," International Journal of Business and Systems Research, Inderscience Enterprises Ltd, vol. 9(2), pages 154-178.
    18. Emad Abou-Elgheit, 2019. "Affect-based and personality-based trust and risk in social commerce," International Journal of Electronic Marketing and Retailing, Inderscience Enterprises Ltd, vol. 10(2), pages 173-207.
    19. Tao Zhou & Yaobin Lu & Bin Wang, 2016. "Examining online consumers’ initial trust building from an elaboration likelihood model perspective," Information Systems Frontiers, Springer, vol. 18(2), pages 265-275, April.
    20. Gefen, David & Straub, Detmar W., 2004. "Consumer trust in B2C e-Commerce and the importance of social presence: experiments in e-Products and e-Services," Omega, Elsevier, vol. 32(6), pages 407-424, December.
    21. 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.
    22. Md. Alamgir Hossain & Minho Kim, 2020. "A Comprehensive Study on Social Commerce in Social Networking Sites," SAGE Open, , vol. 10(2), pages 21582440209, June.
    23. Osatuyi, Babajide & Qin, Hong, 2018. "How vital is the role of affect on post-adoption behaviors? An examination of social commerce users," International Journal of Information Management, Elsevier, vol. 40(C), pages 175-185.
    24. 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.
    25. Christian Maier & Sven Laumer & Andreas Eckhardt & Tim Weitzel, 2015. "Giving too much social support: social overload on social networking sites," European Journal of Information Systems, Taylor & Francis Journals, vol. 24(5), pages 447-464, September.
    26. Elvira Ismagilova & Emma L. Slade & Nripendra P. Rana & Yogesh K. Dwivedi, 2020. "The Effect of Electronic Word of Mouth Communications on Intention to Buy: A Meta-Analysis," Information Systems Frontiers, Springer, vol. 22(5), pages 1203-1226, October.
    27. Tao Zhou, 2019. "Understanding User Social Commerce Usage Intention: A Stimulus-Organism-Response Perspective," Information Resources Management Journal (IRMJ), IGI Global, vol. 32(4), pages 56-71, October.
    28. Hajli, Nick & Sims, Julian & Zadeh, Arash H. & Richard, Marie-Odile, 2017. "A social commerce investigation of the role of trust in a social networking site on purchase intentions," Journal of Business Research, Elsevier, vol. 71(C), pages 133-141.
    29. Xicheng Yin & Hongwei Wang & Qiangwei Xia & Qican Gu, 2019. "How Social Interaction Affects Purchase Intention in Social Commerce: A Cultural Perspective," Sustainability, MDPI, vol. 11(8), pages 1-18, April.
    30. Bai, Yan & Yao, Zhong & Dou, Yi-Fan, 2015. "Effect of social commerce factors on user purchase behavior: An empirical investigation from renren.com," International Journal of Information Management, Elsevier, vol. 35(5), pages 538-550.
    31. Rishabh Shekhar & Uma Pricilda Jaidev, 2020. "Antecedents of online purchase intention in the context of social commerce," International Journal of Applied Management Science, Inderscience Enterprises Ltd, vol. 12(1), pages 68-95.
    32. Zhao, Jing-Di & Huang, Jin-Song & Su, Song, 2019. "The effects of trust on consumers’ continuous purchase intentions in C2C social commerce: A trust transfer perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 50(C), pages 42-49.
    33. Hajli, M. Nick, 2014. "The role of social support on relationship quality and social commerce," Technological Forecasting and Social Change, Elsevier, vol. 87(C), pages 17-27.
    34. Meilatinova, Nina, 2021. "Social commerce: Factors affecting customer repurchase and word-of-mouth intentions," International Journal of Information Management, Elsevier, vol. 57(C).
    35. Hajli, Nick, 2015. "Social commerce constructs and consumer's intention to buy," International Journal of Information Management, Elsevier, vol. 35(2), pages 183-191.
    36. Aladwani, Adel M., 2018. "A quality-facilitated socialization model of social commerce decisions," International Journal of Information Management, Elsevier, vol. 40(C), pages 1-7.
    37. Rao Muhammad Rashid & Qurat ul Ain Rashid & Abdul Hameed Pitafi, 2020. "Examining the Role of Social Factors and Mooring Effects as Moderators on Consumers’ Shopping Intentions in Social Commerce Environments," SAGE Open, , vol. 10(3), pages 21582440209, August.
    38. Abed, Salma S., 2020. "Social commerce adoption using TOE framework: An empirical investigation of Saudi Arabian SMEs," International Journal of Information Management, Elsevier, vol. 53(C).
    39. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    40. Krishen, Anjala S. & Dwivedi, Yogesh K. & Bindu, N. & Kumar, K. Satheesh, 2021. "A broad overview of interactive digital marketing: A bibliometric network analysis," Journal of Business Research, Elsevier, vol. 131(C), pages 183-195.
    41. Chen, Aihui & Lu, Yaobin & Wang, Bin, 2017. "Customers’ purchase decision-making process in social commerce: A social learning perspective," International Journal of Information Management, Elsevier, vol. 37(6), pages 627-638.
    42. Ananda Das Gupta, 2014. "Social Impact Management," India Studies in Business and Economics, in: Business Ethics, edition 127, chapter 0, pages 189-195, Springer.
    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. Sujeet K. Sharma & Marijn Janssen & Deborah Bunker & Carine Dominguez-Péry & Jang Bahadur Singh & Yogesh K. Dwivedi & Santosh K. Misra, 2023. "Unlocking the Potential of Smart Technologies: Addressing Adoption Challenges," Information Systems Frontiers, Springer, vol. 25(4), pages 1293-1298, August.

    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. Jian Wang & Fakhar Shahzad & Zeeshan Ahmad & Muhammad Abdullah & Nadir Munir Hassan, 2022. "Trust and Consumers’ Purchase Intention in a Social Commerce Platform: A Meta-Analytic Approach," SAGE Open, , vol. 12(2), pages 21582440221, April.
    2. Wu, Wei & Wang, Sihang & Ding, Guanqi & Mo, Jinfei, 2023. "Elucidating trust-building sources in social shopping: A consumer cognitive and emotional trust perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).
    3. Shirazi, Farid & Hajli, Nick & Sims, Julian & Lemke, Fred, 2022. "The role of social factors in purchase journey in the social commerce era," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    4. Jinjie Li & Jiayin Qi & Lianren Wu & Nan Shi & Xu Li & Yuxin Zhang & Yinyin Zheng, 2021. "The Continued Use of Social Commerce Platforms and Psychological Anxiety—The Roles of Influencers, Informational Incentives and FoMO," IJERPH, MDPI, vol. 18(22), pages 1-19, November.
    5. Isaac Kofi Mensah & Guohua Zeng & Chuanyong Luo, 2023. "Determinants of Social Commerce Purchase and Recommendation Intentions Within the Context of Swift Guanxi Among Chinese College Students," SAGE Open, , vol. 13(2), pages 21582440231, June.
    6. 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.
    7. Xu, Xiao-Yu & Gao, Ya-Xuan & Jia, Qing-Dan, 2023. "The role of social commerce for enhancing consumers’ involvement in the cross-border product: Evidence from SEM and ANN based on MOA framework," Journal of Retailing and Consumer Services, Elsevier, vol. 71(C).
    8. Khan, Asad & Rezaei, Sajad & Valaei, Naser, 2022. "Social commerce advertising avoidance and shopping cart abandonment: A fs/QCA analysis of German consumers," Journal of Retailing and Consumer Services, Elsevier, vol. 67(C).
    9. Han, Min Chung, 2023. "Checkout button and online consumer impulse-buying behavior in social commerce: A trust transfer perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    10. Leong, Lai-Ying & Hew, Teck-Soon & Ooi, Keng-Boon & Chong, Alain Yee-Loong, 2020. "Predicting the antecedents of trust in social commerce – A hybrid structural equation modeling with neural network approach," Journal of Business Research, Elsevier, vol. 110(C), pages 24-40.
    11. Lai-Ying Leong & Teck-Soon Hew & Keng-Boon Ooi & Bhimaraya Metri & Yogesh K. Dwivedi, 2023. "Extending the Theory of Planned Behavior in the Social Commerce Context: A Meta-Analytic SEM (MASEM) Approach," Information Systems Frontiers, Springer, vol. 25(5), pages 1847-1879, October.
    12. Hyun, Hyowon & Thavisay, Toulany & Lee, Suk Hyung, 2022. "Enhancing the role of flow experience in social media usage and its impact on shopping," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    13. Mustafa Kavacik & Kevser Çinar & Saadet Zafer Kavacik, 2023. "Visual Mapping of Social Commerce Articles on WoS Database Between 1995 and 2023," SAGE Open, , vol. 13(4), pages 21582440231, December.
    14. Wang, Yichuan & Yu, Chiahui, 2017. "Social interaction-based consumer decision-making model in social commerce: The role of word of mouth and observational learning," International Journal of Information Management, Elsevier, vol. 37(3), pages 179-189.
    15. Li, Chia-Ying, 2019. "How social commerce constructs influence customers' social shopping intention? An empirical study of a social commerce website," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 282-294.
    16. Prasittichai Narakorn & Tummatinna Seesupan, 2019. "Social Commerce Constructs and Buyer-Seller Relationship Quality as a predictor of Intention to Co-Creation in Branding," Modern Applied Science, Canadian Center of Science and Education, vol. 13(2), pages 169-169, February.
    17. Cheng, Xusen & Gu, Yu & Shen, Jia, 2019. "An integrated view of particularized trust in social commerce: An empirical investigation," International Journal of Information Management, Elsevier, vol. 45(C), pages 1-12.
    18. Razaz Waheeb Attar & Ahlam Almusharraf & Areej Alfawaz & Nick Hajli, 2022. "New Trends in E-Commerce Research: Linking Social Commerce and Sharing Commerce: A Systematic Literature Review," Sustainability, MDPI, vol. 14(23), pages 1-38, November.
    19. Tajvidi, Mina & Richard, Marie-Odile & Wang, YiChuan & Hajli, Nick, 2020. "Brand co-creation through social commerce information sharing: The role of social media," Journal of Business Research, Elsevier, vol. 121(C), pages 476-486.
    20. 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.

    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:4:d:10.1007_s10796-021-10172-2. 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.