{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,31]],"date-time":"2026-01-31T07:59:10Z","timestamp":1769846350196,"version":"3.49.0"},"reference-count":142,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2021,7,17]],"date-time":"2021-07-17T00:00:00Z","timestamp":1626480000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2021,7,17]],"date-time":"2021-07-17T00:00:00Z","timestamp":1626480000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Inf Syst Front"],"published-print":{"date-parts":[[2023,8]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>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\u00a0s-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.<\/jats:p>","DOI":"10.1007\/s10796-021-10172-2","type":"journal-article","created":{"date-parts":[[2021,7,17]],"date-time":"2021-07-17T22:02:25Z","timestamp":1626559345000},"page":"1421-1437","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":34,"title":["A Meta-Analytic Structural Equation Model for Understanding Social Commerce Adoption"],"prefix":"10.1007","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5547-9990","authenticated-orcid":false,"given":"Yogesh K","family":"Dwivedi","sequence":"first","affiliation":[]},{"given":"Elvira","family":"Ismagilova","sequence":"additional","affiliation":[]},{"given":"Prianka","family":"Sarker","sequence":"additional","affiliation":[]},{"given":"Anand","family":"Jeyaraj","sequence":"additional","affiliation":[]},{"given":"Yassine","family":"Jadil","sequence":"additional","affiliation":[]},{"given":"Laurie","family":"Hughes","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,7,17]]},"reference":[{"key":"10172_CR1","doi-asserted-by":"publisher","first-page":"102118","DOI":"10.1016\/j.ijinfomgt.2020.102118","volume":"53","author":"SS Abed","year":"2020","unstructured":"Abed, S. S. (2020). Social commerce adoption using TOE framework: An empirical investigation of Saudi Arabian SMEs. International Journal of Information Management, 53, 102118.","journal-title":"International Journal of Information Management"},{"issue":"1","key":"10172_CR2","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1362\/146934715X14267608178686","volume":"15","author":"SS Abed","year":"2015","unstructured":"Abed, S. S., Dwivedi, Y. K., & Williams, M. D. (2015). Social media as a bridge to e-commerce adoption in SMEs: A systematic literature review. The Marketing Review, 15(1), 39\u201357.","journal-title":"The Marketing Review"},{"issue":"2","key":"10172_CR3","doi-asserted-by":"publisher","first-page":"173","DOI":"10.1504\/IJEMR.2019.098753","volume":"10","author":"E Abou-Elgheit","year":"2019","unstructured":"Abou-Elgheit, E. (2019). Affect-based and personality-based trust and risk in social commerce. International Journal of Electronic Marketing and Retailing, 10(2), 173\u2013207.","journal-title":"International Journal of Electronic Marketing and Retailing"},{"key":"10172_CR4","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1016\/0749-5978(91)90020-T","volume":"50","author":"I Ajzen","year":"1991","unstructured":"Ajzen, I. (1991). The theory of planned behavior. Orgnizational Behavior and Human Decision Processes, 50, 179\u2013211.","journal-title":"Orgnizational Behavior and Human Decision Processes"},{"issue":"2","key":"10172_CR5","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1207\/S15327957PSPR0602_02","volume":"6","author":"I Ajzen","year":"2002","unstructured":"Ajzen, I. (2002). Residual effects of past on later behavior: Habituation and reasoned action perspectives. Personality and Social Psychology Review, 6(2), 107\u2013122.","journal-title":"Personality and Social Psychology Review"},{"key":"10172_CR6","volume-title":"Understanding attitudes and predicting social behavior","author":"I Ajzen","year":"1980","unstructured":"Ajzen, I., & Fishbein, M. M. (1980). Understanding attitudes and predicting social behavior. Prentice-Hall."},{"issue":"2","key":"10172_CR7","doi-asserted-by":"publisher","first-page":"356","DOI":"10.1108\/ITP-01-2016-0006","volume":"30","author":"I Akman","year":"2017","unstructured":"Akman, I., & Mishra, A. (2017). Factors influencing consumer intention in social commerce adoption. Information Technology & People, 30(2), 356\u2013370.","journal-title":"Information Technology & People"},{"key":"10172_CR8","doi-asserted-by":"publisher","first-page":"295","DOI":"10.28945\/4438","volume":"14","author":"AS Al-Adwan","year":"2019","unstructured":"Al-Adwan, A. S. (2019). Revealing the influential factors driving social commerce adoption. Interdisciplinary Journal of Information, Knowledge, and Management, 14, 295\u2013324.","journal-title":"Interdisciplinary Journal of Information, Knowledge, and Management"},{"issue":"2","key":"10172_CR9","doi-asserted-by":"publisher","first-page":"15","DOI":"10.4067\/S0718-18762019000200103","volume":"14","author":"AS Al-Adwan","year":"2019","unstructured":"Al-Adwan, A. S., & Kokash, H. (2019). The driving forces of Facebook social commerce. Journal of Theoretical and Applied Electronic Commerce Research, 14(2), 15\u201332.","journal-title":"Journal of Theoretical and Applied Electronic Commerce Research"},{"key":"10172_CR10","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.ijinfomgt.2018.01.006","volume":"40","author":"AM Aladwani","year":"2018","unstructured":"Aladwani, A. M. (2018). A quality-facilitated socialization model of social commerce decisions. International Journal of Information Management, 40, 1\u20137.","journal-title":"International Journal of Information Management"},{"issue":"3","key":"10172_CR11","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1504\/IJBIS.2017.087104","volume":"26","author":"R Al-Dwairi","year":"2017","unstructured":"Al-Dwairi, R. (2017). Social commerce adoption among Jordanian youth: Empirical study. International Journal of Business Information Systems, 26(3), 277\u2013296.","journal-title":"International Journal of Business Information Systems"},{"issue":"1","key":"10172_CR12","doi-asserted-by":"publisher","first-page":"440","DOI":"10.11591\/ijeecs.v17.i1.pp440-447","volume":"17","author":"WA Ali","year":"2020","unstructured":"Ali, W. A., Mukhtar, M., & Mohamed, I. (2020). Validating the factors influencing social commerce adoption in small and medium enterprise in Malaysia. Indonesian Journal of Electrical Engineering and Computer Science, 17(1), 440\u2013447.","journal-title":"Indonesian Journal of Electrical Engineering and Computer Science"},{"issue":"2","key":"10172_CR13","doi-asserted-by":"publisher","first-page":"215","DOI":"10.1108\/17410391021019787","volume":"23","author":"M Alsudairi","year":"2010","unstructured":"Alsudairi, M., & Dwivedi, Y. K. (2010). A multi-disciplinary profile of IS\/IT outsourcing research. Journal of Enterprise Information Management, 23(2), 215\u2013258.","journal-title":"Journal of Enterprise Information Management"},{"issue":"2","key":"10172_CR14","doi-asserted-by":"publisher","first-page":"131","DOI":"10.22531\/muglajsci.358776","volume":"3","author":"S Altini\u015fik","year":"2017","unstructured":"Altini\u015fik, S., & Yildirim, S. \u00d6. (2017). Consumers\u2019adoption of social commerce: A systematic literature review. Mugla Journal of Science and Technology, 3(2), 131\u2013137.","journal-title":"Mugla Journal of Science and Technology"},{"key":"10172_CR15","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1177\/1847979019899746","volume":"12","author":"AA Al-Tit","year":"2020","unstructured":"Al-Tit, A. A., Omri, A., & Hadj, T. B. (2020). The driving factors of the social commerce intention of Saudi Arabia\u2019s online communities. International Journal of Engineering Business Management, 12, 1\u20138. https:\/\/doi.org\/10.1177\/1847979019899746.","journal-title":"International Journal of Engineering Business Management"},{"issue":"3","key":"10172_CR16","doi-asserted-by":"publisher","first-page":"849","DOI":"10.1108\/BFJ-08-2020-0755","volume":"123","author":"RW Attar","year":"2020","unstructured":"Attar, R. W., Shanmugam, M., & Hajli, N. (2020). Investigating the antecedents of e-commerce satisfaction in social commerce context. British Food Journal, 123(3), 849\u2013868.","journal-title":"British Food Journal"},{"issue":"5","key":"10172_CR17","doi-asserted-by":"publisher","first-page":"538","DOI":"10.1016\/j.ijinfomgt.2015.04.011","volume":"35","author":"Y Bai","year":"2015","unstructured":"Bai, Y., Yao, Z., & Dou, Y. F. (2015). Effect of social commerce factors on user purchase behavior: An empirical investigation from renren.com. International Journal of Information Management, 35(5), 538\u2013550.","journal-title":"International Journal of Information Management"},{"issue":"3","key":"10172_CR18","doi-asserted-by":"publisher","first-page":"588","DOI":"10.1037\/0033-2909.88.3.588","volume":"88","author":"PM Bentler","year":"1980","unstructured":"Bentler, P. M., & Bonett, D. G. (1980). Significance Tests and Goodness of Fit in the Analysis of Covariance Structures. Psychological Bulletin, 88(3), 588\u2013606.","journal-title":"Psychological Bulletin"},{"issue":"4","key":"10172_CR19","first-page":"1","volume":"22","author":"IH Bhat","year":"2018","unstructured":"Bhat, I. H., & Singh, S. (2018). Intention to participate on social commerce platform: A study on E-commerce websites. Academy of Marketing Studies Journal, 22(4), 1\u201310.","journal-title":"Academy of Marketing Studies Journal"},{"key":"10172_CR20","doi-asserted-by":"crossref","unstructured":"Botha, E., &Reyneke, M. (2016). The influence of social presence on online purchase intention: An experiment with different product types. In looking forward, looking back: Drawing on the past to shape the future of marketing (pp. 180\u2013183). Springer, Cham.","DOI":"10.1007\/978-3-319-24184-5_49"},{"issue":"4","key":"10172_CR21","doi-asserted-by":"publisher","first-page":"445","DOI":"10.1207\/s15327906mbr2404_4","volume":"24","author":"MW Brown","year":"1993","unstructured":"Brown, M. W., & Cudeck, R. (1993). Single sample cross-validation indices for covariance structures. Multivariate Behavioral Research, 24(4), 445\u2013455.","journal-title":"Multivariate Behavioral Research"},{"key":"10172_CR22","doi-asserted-by":"publisher","unstructured":"Bugshan, H., & Attar, R. W. (2020). Social commerce information sharing and their impact on consumers. Technological forecasting and social change. https:\/\/doi.org\/10.1016\/j.techfore.2019.119875.","DOI":"10.1016\/j.techfore.2019.119875"},{"issue":"6","key":"10172_CR23","doi-asserted-by":"publisher","first-page":"1075","DOI":"10.1016\/j.ijinfomgt.2016.06.005","volume":"36","author":"AH Busalim","year":"2016","unstructured":"Busalim, A. H. (2016). Understanding social commerce: A systematic literature review and directions for further research. International Journal of Information Management, 36(6), 1075\u20131088.","journal-title":"International Journal of Information Management"},{"key":"10172_CR24","first-page":"65","volume-title":"Social Measurement: Current Issues","author":"E Carmines","year":"1981","unstructured":"Carmines, E., & McIver, J. (1981). Analyzing models with unobserved variables: Analysis of covariance structures. In G. W. Bohrnstedt & E. F. Borgatta (Eds.), Social Measurement: Current Issues (pp. 65\u2013115). Sage Publications."},{"issue":"6","key":"10172_CR25","doi-asserted-by":"publisher","first-page":"627","DOI":"10.1016\/j.ijinfomgt.2017.05.001","volume":"37","author":"A Chen","year":"2017","unstructured":"Chen, A., Lu, Y., & Wang, B. (2017). Customers\u2019 purchase decision-making process in social commerce: A social learning perspective. International Journal of Information Management, 37(6), 627\u2013638.","journal-title":"International Journal of Information Management"},{"key":"10172_CR26","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1016\/j.dss.2015.07.012","volume":"79","author":"J Chen","year":"2015","unstructured":"Chen, J., & Shen, X. L. (2015). Consumers' decisions in social commerce context: An empirical investigation. Decision Support Systems, 79, 55\u201364.","journal-title":"Decision Support Systems"},{"key":"10172_CR27","doi-asserted-by":"publisher","unstructured":"Chen, X., Li, Y., Davison, R. M., & Liu, Y. (2021). The impact of imitation on Chinese social commerce buyers\u2019 purchase behavior: The moderating role of uncertainty. International journal of information management, 56. https:\/\/doi.org\/10.1016\/j.ijinfomgt.2020.102262.","DOI":"10.1016\/j.ijinfomgt.2020.102262"},{"key":"10172_CR28","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.ijinfomgt.2018.10.014","volume":"45","author":"X Cheng","year":"2019","unstructured":"Cheng, X., Gu, Y., & Shen, J. (2019). An integrated view of particularized trust in social commerce: An empirical investigation. International Journal of Information Management, 45, 1\u201312.","journal-title":"International Journal of Information Management"},{"key":"10172_CR29","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1016\/j.chb.2018.04.017","volume":"86","author":"PK Chopdar","year":"2018","unstructured":"Chopdar, P. K., Korfiatis, N., Sivakumar, V. J., & Lytras, M. D. (2018). Mobile shopping apps adoption and perceived risks: A cross-country perspective utilizing the unified theory of acceptance and use of technology. Computers in Human Behavior, 86, 109\u2013128.","journal-title":"Computers in Human Behavior"},{"key":"10172_CR30","unstructured":"Coppola, D. (2020). Global number of digital buyers 2014-2021. Available at https:\/\/www.statista.com\/statistics\/251666\/number-of-digital-buyers-worldwide\/. Assessed on 4 Apr 2021."},{"issue":"2","key":"10172_CR31","doi-asserted-by":"publisher","first-page":"448","DOI":"10.1257\/jel.47.2.448","volume":"47","author":"R Croson","year":"2009","unstructured":"Croson, R., & Gneezy, U. (2009). Gender differences in preferences. Journal of Economic Literature, 47(2), 448\u2013474.","journal-title":"Journal of Economic Literature"},{"issue":"3","key":"10172_CR32","doi-asserted-by":"publisher","first-page":"262","DOI":"10.1080\/15332861.2020.1756190","volume":"19","author":"A Dabbous","year":"2020","unstructured":"Dabbous, A., Aoun Barakat, K., & Merhej Sayegh, M. (2020). Social commerce success: Antecedents of purchase intention and the mediating role of trust. Journal of Internet Commerce, 19(3), 262\u2013297.","journal-title":"Journal of Internet Commerce"},{"key":"10172_CR33","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1016\/j.ijinfomgt.2018.06.002","volume":"42","author":"X Dong","year":"2018","unstructured":"Dong, X., & Wang, T. (2018). Social tie formation in Chinese online social commerce: The role of IT affordances. International Journal of Information Management, 42, 49\u201364.","journal-title":"International Journal of Information Management"},{"key":"10172_CR34","doi-asserted-by":"publisher","first-page":"102168","DOI":"10.1016\/j.ijinfomgt.2020.102168","volume":"59","author":"YK Dwivedi","year":"2021","unstructured":"Dwivedi, Y. K., Ismagilova, E., Hughes, D. L., Carlson, J., Filieri, R., Jacobson, J., Jain, V., Karjaluoto, H., Kefi, H., Krishen, A. S., Kumar, V., Rahman, M. M., Raman, R., Rauschnabel, P. A., Rowley, J., Salo, J., Tran, G. A., & Wang, Y. (2021). Setting the future of digital and social media marketing research: Perspectives and research propositions. International Journal of Information Management, 59, 102168.","journal-title":"International Journal of Information Management"},{"issue":"3","key":"10172_CR35","doi-asserted-by":"publisher","first-page":"719","DOI":"10.1007\/s10796-017-9774-y","volume":"21","author":"YK Dwivedi","year":"2019","unstructured":"Dwivedi, Y. K., Rana, N. P., Jeyaraj, A., Clement, M., & Williams, M. D. (2019). Re-examining the unified theory of acceptance and use of technology (UTAUT): Towards a revised theoretical model. Information Systems Frontiers, 21(3), 719\u2013734.","journal-title":"Information Systems Frontiers"},{"issue":"9","key":"10172_CR36","doi-asserted-by":"publisher","first-page":"2033","DOI":"10.1108\/IMDS-05-2019-0293","volume":"119","author":"J Fan","year":"2019","unstructured":"Fan, J., Zhou, W., Yang, X., Li, B., & Xiang, Y. (2019). Impact of social support and presence on swift guanxi and trust in social commerce. Industrial Management & Data Systems, 119(9), 2033\u20132054.","journal-title":"Industrial Management & Data Systems"},{"issue":"3","key":"10172_CR37","doi-asserted-by":"publisher","first-page":"586","DOI":"10.1108\/IntR-06-2016-0175","volume":"27","author":"S Farivar","year":"2017","unstructured":"Farivar, S., Turel, O., & Yuan, Y. (2017). A trust-risk perspective on social commerce use: An examination of the biasing role of habit. Internet Research, 27(3), 586\u2013607.","journal-title":"Internet Research"},{"key":"10172_CR38","doi-asserted-by":"publisher","unstructured":"Friedrich, T., Schlauderer, S., &Overhage, S. (2019). Some things are just better rich: How social commerce feature richness affects consumers\u2019 buying intention via social factors. Electronic Markets, 1-22. https:\/\/doi.org\/10.1007\/s12525-019-00374-7.","DOI":"10.1007\/s12525-019-00374-7"},{"issue":"1","key":"10172_CR39","doi-asserted-by":"publisher","first-page":"11","DOI":"10.2753\/JEC1086-4415170101","volume":"17","author":"I Garnefeld","year":"2012","unstructured":"Garnefeld, I., Iseke, A., & Krebs, A. (2012). Explicit incentives in online communities: Boon or bane? International Journal of Electronic Commerce, 17(1), 11\u201338.","journal-title":"International Journal of Electronic Commerce"},{"issue":"2","key":"10172_CR40","doi-asserted-by":"publisher","first-page":"7","DOI":"10.2979\/esj.2003.2.2.7","volume":"2","author":"D Gefen","year":"2003","unstructured":"Gefen, D., & Straub, D. (2003). Managing user trust in B2C e-services. E-service, 2(2), 7\u201324.","journal-title":"E-service"},{"issue":"6","key":"10172_CR41","doi-asserted-by":"publisher","first-page":"407","DOI":"10.1016\/j.omega.2004.01.006","volume":"32","author":"D Gefen","year":"2004","unstructured":"Gefen, D., & Straub, D. W. (2004). Consumer trust in B2C e-commerce and the importance of social presence: Experiments in e-products and e-services. Omega, 32(6), 407\u2013424.","journal-title":"Omega"},{"issue":"3","key":"10172_CR42","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1016\/j.jik.2019.08.004","volume":"5","author":"A Ghahtarani","year":"2020","unstructured":"Ghahtarani, A., Sheikhmohammady, M., & Rostami, M. (2020). The impact of social capital and social interaction on customers\u2019 purchase intention, considering knowledge sharing in social commerce context. Journal of Innovation & Knowledge, 5(3), 191\u2013199.","journal-title":"Journal of Innovation & Knowledge"},{"issue":"5","key":"10172_CR43","doi-asserted-by":"publisher","first-page":"511","DOI":"10.1016\/j.jpsychores.2009.10.001","volume":"69","author":"BH Gottlieb","year":"2010","unstructured":"Gottlieb, B. H., & Bergen, A. E. (2010). Social support concepts and measures. Journal of Psychosomatic Research, 69(5), 511\u2013520.","journal-title":"Journal of Psychosomatic Research"},{"key":"10172_CR44","doi-asserted-by":"publisher","first-page":"17","DOI":"10.1016\/j.techfore.2014.05.012","volume":"87","author":"MN Hajli","year":"2014","unstructured":"Hajli, M. N. (2014). The role of social support on relationship quality and social commerce. Technological Forecasting and Social Change, 87, 17\u201327.","journal-title":"Technological Forecasting and Social Change"},{"issue":"2","key":"10172_CR45","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1016\/j.ijinfomgt.2014.12.005","volume":"35","author":"N Hajli","year":"2015","unstructured":"Hajli, N. (2015). Social commerce constructs and consumer\u2019s intention to buy. International Journal of Information Management, 35(2), 183\u2013191.","journal-title":"International Journal of Information Management"},{"issue":"2","key":"10172_CR46","doi-asserted-by":"publisher","first-page":"774","DOI":"10.1108\/ITP-02-2018-0099","volume":"33","author":"N Hajli","year":"2020","unstructured":"Hajli, N. (2020). The impact of positive valence and negative valence on social commerce purchase intention. Information Technology & People., 33(2), 774\u2013791.","journal-title":"Information Technology & People."},{"key":"10172_CR47","doi-asserted-by":"publisher","first-page":"350","DOI":"10.1016\/j.techfore.2015.01.012","volume":"94","author":"N Hajli","year":"2015","unstructured":"Hajli, N., & Sims, J. (2015). Social commerce: The transfer of power from sellers to buyers. Technological Forecasting and Social Change, 94, 350\u2013358.","journal-title":"Technological Forecasting and Social Change"},{"key":"10172_CR48","doi-asserted-by":"publisher","first-page":"232","DOI":"10.1016\/j.techfore.2015.03.014","volume":"96","author":"N Hajli","year":"2015","unstructured":"Hajli, N., Shanmugam, M., Powell, P., & Love, P. E. (2015). A study on the continuance participation in on-line communities with social commerce perspective. Technological Forecasting and Social Change, 96, 232\u2013241.","journal-title":"Technological Forecasting and Social Change"},{"issue":"6","key":"10172_CR49","doi-asserted-by":"publisher","first-page":"719","DOI":"10.1108\/JEIM-09-2013-0070","volume":"27","author":"N Hajli","year":"2014","unstructured":"Hajli, N., Sims, J., & Shanmugam, M. (2014). A practical model for e-commerce adoption in Iran. Journal of Enterprise Information Management, 27(6), 719\u2013730.","journal-title":"Journal of Enterprise Information Management"},{"key":"10172_CR50","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1016\/j.jbusres.2016.10.004","volume":"71","author":"N Hajli","year":"2017","unstructured":"Hajli, N., Sims, J., Zadeh, A. H., & Richard, M. O. (2017a). A social commerce investigation of the role of trust in a social networking site on purchase intentions. Journal of Business Research, 71, 133\u2013141.","journal-title":"Journal of Business Research"},{"issue":"4","key":"10172_CR51","doi-asserted-by":"publisher","first-page":"594","DOI":"10.1109\/TEM.2017.2711042","volume":"64","author":"N Hajli","year":"2017","unstructured":"Hajli, N., Wang, Y., Tajvidi, M., & Hajli, M. S. (2017b). People, technologies, and organizations interactions in a social commerce era. IEEE Transactions on Engineering Management, 64(4), 594\u2013604.","journal-title":"IEEE Transactions on Engineering Management"},{"key":"10172_CR52","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1016\/j.elerap.2018.05.005","volume":"30","author":"H Han","year":"2018","unstructured":"Han, H., Xu, H., & Chen, H. (2018). Social commerce: A systematic review and data synthesis. Electronic Commerce Research and Applications, 30, 38\u201350.","journal-title":"Electronic Commerce Research and Applications"},{"key":"10172_CR53","doi-asserted-by":"publisher","unstructured":"Handarkho, Y. D. (2020a). Social experience vs. social technology in enhancing the intention to use social commerce: A case study of Indonesia. Journal of Enterprise information management. https:\/\/doi.org\/10.1108\/JEIM-01-2020-0013.","DOI":"10.1108\/JEIM-01-2020-0013"},{"issue":"1","key":"10172_CR54","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1108\/JSIT-05-2019-0088","volume":"22","author":"YD Handarkho","year":"2020","unstructured":"Handarkho, Y. D. (2020b). Impact of social experience on customer purchase decision in the social commerce context. Journal of Systems and Information Technology, 22(1), 47\u201371.","journal-title":"Journal of Systems and Information Technology"},{"issue":"5","key":"10172_CR55","doi-asserted-by":"publisher","first-page":"1561","DOI":"10.1166\/asl.2015.6102","volume":"21","author":"KF Hashim","year":"2015","unstructured":"Hashim, K. F., Mohd Yusof, S. A., & Ahmad, R. (2015). The influence of hedonic values on s-commerce adoption behavior. Advanced Science Letters, 21(5), 1561\u20131565.","journal-title":"Advanced Science Letters"},{"issue":"1","key":"10172_CR56","first-page":"111","volume":"12","author":"M Hassan","year":"2018","unstructured":"Hassan, M., Iqbal, Z., & Khanum, B. (2018). The role of trust and social presence in social commerce purchase intention. Pakistan Journal of Commerce and Social Sciences (PJCSS), 12(1), 111\u2013135.","journal-title":"Pakistan Journal of Commerce and Social Sciences (PJCSS)"},{"issue":"2","key":"10172_CR57","doi-asserted-by":"publisher","first-page":"103176","DOI":"10.1016\/j.im.2019.103176","volume":"57","author":"SM Horng","year":"2020","unstructured":"Horng, S. M., & Wu, C. L. (2020). How behaviors on social network sites and online social capital influence social commerce intentions. Information & Management, 57(2), 103176.","journal-title":"Information & Management"},{"issue":"2","key":"10172_CR58","doi-asserted-by":"publisher","first-page":"215824402093622","DOI":"10.1177\/2158244020936225","volume":"10","author":"MA Hossain","year":"2020","unstructured":"Hossain, M. A., & Kim, M. (2020). A comprehensive study on social commerce in social networking sites. SAGE Open, 10(2), 2158244020936225.","journal-title":"SAGE Open"},{"key":"10172_CR59","doi-asserted-by":"publisher","unstructured":"Hossain, M., Jahan, N., & Kim, M. (2020). A mediation and moderation model of social support, relationship quality and social commerce intention. Sustainability, 12(23). https:\/\/doi.org\/10.3390\/su12239889.","DOI":"10.3390\/su12239889"},{"issue":"3","key":"10172_CR60","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1080\/10864415.2019.1619905","volume":"23","author":"X Hu","year":"2019","unstructured":"Hu, X., Chen, X., & Davison, R. M. (2019). Social support, source credibility, social influence, and impulsive purchase behavior in social commerce. International Journal of Electronic Commerce, 23(3), 297\u2013327.","journal-title":"International Journal of Electronic Commerce"},{"issue":"2","key":"10172_CR61","doi-asserted-by":"publisher","first-page":"154","DOI":"10.1504\/IJBSR.2015.069441","volume":"9","author":"SY Hung","year":"2015","unstructured":"Hung, S. Y., Hung, H. M., Chang, C. M., & Tsai, J. C. A. (2015). Cognitive and affective factors influencing customer adoption of social commerce: An empirical study. International Journal of Business and Systems Research, 9(2), 154\u2013178.","journal-title":"International Journal of Business and Systems Research"},{"issue":"1","key":"10172_CR62","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1080\/10919392.2018.1407077","volume":"28","author":"SY Hung","year":"2018","unstructured":"Hung, S. Y., Yu, A. P. I., & Chiu, Y. C. (2018). Investigating the factors influencing small online vendors\u2019 intention to continue engaging in social commerce. Journal of Organizational Computing and Electronic Commerce, 28(1), 9\u201330.","journal-title":"Journal of Organizational Computing and Electronic Commerce"},{"issue":"3","key":"10172_CR63","doi-asserted-by":"publisher","first-page":"334","DOI":"10.1037\/0021-9010.75.3.334","volume":"75","author":"JE Hunter","year":"1990","unstructured":"Hunter, J. E., & Schmidt, F. L. (1990). Dichotomization of continuous variables: The implications for meta-analysis. Journal of Applied Psychology, 75(3), 334\u2013349.","journal-title":"Journal of Applied Psychology"},{"key":"10172_CR64","doi-asserted-by":"publisher","first-page":"1203","DOI":"10.1007\/s10796-019-09924-y","volume":"22","author":"E Ismagilova","year":"2020","unstructured":"Ismagilova, E., Slade, E. L., Rana, N. P., & Dwivedi, Y. K. (2020). The effect of electronic word of mouth communications on intention to buy: A meta-analysis. Information Systems Frontiers, 22, 1203\u20131226.","journal-title":"Information Systems Frontiers"},{"key":"10172_CR65","doi-asserted-by":"publisher","unstructured":"Jeyaraj, A., & Dwivedi, Y. K. (2020). Meta-analysis in information systems research: Review and recommendations. International Journal Of Information Management, 55,\u00a0102226. https:\/\/doi.org\/10.1016\/j.ijinfomgt.2020.102226.","DOI":"10.1016\/j.ijinfomgt.2020.102226"},{"key":"10172_CR66","unstructured":"Kemp. S. (2021). Digital 2021 April Global Statshot Report. Available at: https:\/\/wearesocial.com\/blog\/2021\/04\/60-percent-of-the-worlds-population-is-now-online. Accessed on 19 June 2021."},{"issue":"2","key":"10172_CR67","doi-asserted-by":"publisher","first-page":"318","DOI":"10.1016\/j.ijinfomgt.2012.11.006","volume":"33","author":"S Kim","year":"2013","unstructured":"Kim, S., & Park, H. (2013). Effects of various characteristics of social commerce (s-commerce) on consumers\u2019 trust and trust performance. International Journal of Information Management, 33(2), 318\u2013332.","journal-title":"International Journal of Information Management"},{"key":"10172_CR68","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1016\/j.jbusres.2021.03.061","volume":"131","author":"AS Krishen","year":"2021","unstructured":"Krishen, A. S., Dwivedi, Y. K., Bindu, N., & Kumar, K. S. (2021). A broad overview of interactive digital marketing: A bibliometric network analysis. Journal of Business Research, 131, 183\u2013195.","journal-title":"Journal of Business Research"},{"issue":"1","key":"10172_CR69","doi-asserted-by":"publisher","first-page":"70","DOI":"10.1016\/j.fbj.2017.02.001","volume":"3","author":"P Lal","year":"2017","unstructured":"Lal, P. (2017). Analyzing determinants influencing an individual\u2032 s intention to use social commerce website. Future Business Journal, 3(1), 70\u201385.","journal-title":"Future Business Journal"},{"issue":"4","key":"10172_CR70","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1037\/0003-066X.36.4.343","volume":"36","author":"B Latane","year":"1981","unstructured":"Latane, B. (1981). The psychology of social impact. American Psychologist, 36(4), 343\u2013356.","journal-title":"American Psychologist"},{"issue":"2","key":"10172_CR71","doi-asserted-by":"publisher","first-page":"99","DOI":"10.3390\/info11020099","volume":"11","author":"CH Lee","year":"2020","unstructured":"Lee, C. H., & Chen, C. W. (2020). An empirical study of social commerce intention: An example of China. Information, 11(2), 99. https:\/\/doi.org\/10.3390\/info11020099.","journal-title":"Information"},{"issue":"7","key":"10172_CR72","first-page":"2383","volume":"8","author":"H Lee","year":"2014","unstructured":"Lee, H., & Choi, J. (2014). Why do people visit social commerce sites but do not buy? The role of the scarcity heuristic as a momentary characteristic. KSII Transactions on Internet and Information Systems (TIIS), 8(7), 2383\u20132399.","journal-title":"KSII Transactions on Internet and Information Systems (TIIS)"},{"key":"10172_CR73","doi-asserted-by":"publisher","first-page":"24","DOI":"10.1016\/j.jbusres.2019.11.056","volume":"110","author":"LY Leong","year":"2020","unstructured":"Leong, L. Y., Hew, T. S., Ooi, K. B., & Chong, A. Y. L. (2020). Predicting the antecedents of trust in social commerce\u2013a hybrid structural equation modeling with neural network approach. Journal of Business Research, 110, 24\u201340.","journal-title":"Journal of Business Research"},{"key":"10172_CR74","doi-asserted-by":"publisher","first-page":"282","DOI":"10.1016\/j.techfore.2017.11.026","volume":"144","author":"CY Li","year":"2019","unstructured":"Li, C. Y. (2019). How social commerce constructs influence customers' social shopping intention? An empirical study of a social commerce website. Technological Forecasting and Social Change, 144, 282\u2013294.","journal-title":"Technological Forecasting and Social Change"},{"issue":"3","key":"10172_CR75","doi-asserted-by":"publisher","first-page":"340","DOI":"10.1016\/j.im.2017.09.001","volume":"55","author":"CY Li","year":"2018","unstructured":"Li, C. Y., & Ku, Y. C. (2018). The power of a thumbs-up: Will e-commerce switch to social commerce? Information & Management, 55(3), 340\u2013357.","journal-title":"Information & Management"},{"issue":"2","key":"10172_CR76","doi-asserted-by":"publisher","first-page":"5","DOI":"10.2753\/JEC1086-4415160201","volume":"16","author":"TP Liang","year":"2011","unstructured":"Liang, T. P., & Turban, E. (2011). Introduction to the special issue social commerce: A research framework for social commerce. International Journal of Electronic Commerce, 16(2), 5\u201314.","journal-title":"International Journal of Electronic Commerce"},{"issue":"2","key":"10172_CR77","doi-asserted-by":"publisher","first-page":"69","DOI":"10.2753\/JEC1086-4415160204","volume":"16","author":"TP Liang","year":"2011","unstructured":"Liang, T. P., Ho, Y. T., Li, Y. W., & Turban, E. (2011). What drives social commerce: The role of social support and relationship quality. International Journal of Electronic Commerce, 16(2), 69\u201390.","journal-title":"International Journal of Electronic Commerce"},{"issue":"2","key":"10172_CR78","doi-asserted-by":"publisher","first-page":"133","DOI":"10.3233\/HSM-150837","volume":"34","author":"CS Lin","year":"2015","unstructured":"Lin, C. S., & Wu, S. (2015). Exploring antecedents of online group-buying: Social commerce perspective. Human Systems Management, 34(2), 133\u2013147.","journal-title":"Human Systems Management"},{"issue":"1","key":"10172_CR79","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1108\/IntR-11-2016-0349","volume":"28","author":"J Lin","year":"2018","unstructured":"Lin, J., Li, L., Yan, Y., & Turel, O. (2018). Understanding Chinese consumer engagement in social commerce. Internet Research, 28(1), 2\u201322.","journal-title":"Internet Research"},{"issue":"3","key":"10172_CR80","first-page":"225244","volume":"18","author":"J Lin","year":"2017","unstructured":"Lin, J., Yan, Y., & Chen, S. (2017). Understanding the impact of social commerce website technical features on repurchase intention: A Chinese guanxi perspective. Journal of Electronic Commerce Research, 18(3), 225244.","journal-title":"Journal of Electronic Commerce Research"},{"issue":"3","key":"10172_CR81","doi-asserted-by":"publisher","first-page":"328","DOI":"10.1080\/10864415.2019.1619907","volume":"23","author":"X Lin","year":"2019","unstructured":"Lin, X., Wang, X., & Hajli, N. (2019). Building e-commerce satisfaction and boosting sales: The role of social commerce trust and its antecedents. International Journal of Electronic Commerce, 23(3), 328\u2013363.","journal-title":"International Journal of Electronic Commerce"},{"issue":"2","key":"10172_CR82","doi-asserted-by":"publisher","first-page":"378","DOI":"10.1108\/APJML-05-2018-0170","volume":"31","author":"C Liu","year":"2019","unstructured":"Liu, C., Bao, Z., & Zheng, C. (2019). Exploring consumers\u2019 purchase intention in social commerce. Asia Pacific Journal of Marketing and Logistics, 31(2), 378\u2013397. https:\/\/doi.org\/10.1108\/APJML-05-2018-0170.","journal-title":"Asia Pacific Journal of Marketing and Logistics"},{"key":"10172_CR83","doi-asserted-by":"publisher","first-page":"225","DOI":"10.1016\/j.chb.2015.11.057","volume":"56","author":"B Lu","year":"2016","unstructured":"Lu, B., Fan, W., & Zhou, M. (2016a). Social presence, trust, and social commerce purchase intention: An empirical research. Computers in Human Behavior, 56, 225\u2013237.","journal-title":"Computers in Human Behavior"},{"key":"10172_CR84","doi-asserted-by":"publisher","first-page":"116","DOI":"10.1016\/j.elerap.2016.10.004","volume":"20","author":"B Lu","year":"2016","unstructured":"Lu, B., Zeng, Q., & Fan, W. (2016b). Examining macro-sources of institution-based trust in social commerce marketplaces: An empirical study. Electronic Commerce Research and Applications, 20, 116\u2013131.","journal-title":"Electronic Commerce Research and Applications"},{"issue":"1","key":"10172_CR85","first-page":"1","volume":"21","author":"MS Maharaj","year":"2019","unstructured":"Maharaj, M. S., & Munyoka, W. (2019). Privacy, security, trust, risk and optimism bias in e-government use: The case of two southern African development community countries. South African Journal of Information Management, 21(1), 1\u20139.","journal-title":"South African Journal of Information Management"},{"key":"10172_CR86","doi-asserted-by":"crossref","unstructured":"Maia, C. R., Lunardi, G. L., Dolci, D., & D\u2019Avila, L. C. (2019). Competitive price and trust as determinants of purchase intention in social commerce. BAR-Brazilian Administration Review, 16(4).","DOI":"10.1590\/1807-7692bar2019190074"},{"issue":"5","key":"10172_CR87","doi-asserted-by":"publisher","first-page":"447","DOI":"10.1057\/ejis.2014.3","volume":"24","author":"C Maier","year":"2015","unstructured":"Maier, C., Laumer, S., Eckhardt, A., & Weitzel, T. (2015). Giving too much social support: Social overload on social networking sites. European Journal of Information Systems, 24(5), 447\u2013464.","journal-title":"European Journal of Information Systems"},{"issue":"5","key":"10172_CR88","first-page":"572","volume":"7","author":"N Makmor","year":"2018","unstructured":"Makmor, N., Alam, S. S., & Aziz, N. A. (2018). Social support, trust and purchase intention in social commerce era. Int. J. Supply Chain Manag, 7(5), 572\u2013581.","journal-title":"Int. J. Supply Chain Manag"},{"issue":"3","key":"10172_CR89","doi-asserted-by":"publisher","first-page":"709","DOI":"10.2307\/258792","volume":"20","author":"RC Mayer","year":"1995","unstructured":"Mayer, R. C., Davis, J. H., & Schoorman, F. D. (1995). An integrative model of organizational trust. Academy of Management Review, 20(3), 709\u2013734.","journal-title":"Academy of Management Review"},{"key":"10172_CR90","doi-asserted-by":"publisher","first-page":"102300","DOI":"10.1016\/j.ijinfomgt.2020.102300","volume":"57","author":"N Meilatinova","year":"2021","unstructured":"Meilatinova, N. (2021). Social commerce: Factors affecting customer repurchase and word-of-mouth intentions. International Journal of Information Management, 57, 102300.","journal-title":"International Journal of Information Management"},{"issue":"2","key":"10172_CR91","doi-asserted-by":"publisher","first-page":"80","DOI":"10.4067\/S0718-18762018000200107","volume":"13","author":"S Molinillo","year":"2018","unstructured":"Molinillo, S., Li\u00e9bana-Cabanillas, F., & Anaya-S\u00e1nchez, R. (2018). A social commerce intention model for traditional e-commerce sites. Journal of Theoretical and Applied Electronic Commerce Research, 13(2), 80\u201393.","journal-title":"Journal of Theoretical and Applied Electronic Commerce Research"},{"issue":"1","key":"10172_CR92","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1504\/JIBED.2021.112264","volume":"13","author":"ARK Monfared","year":"2021","unstructured":"Monfared, A. R. K., Ghaffari, M., Barootkoob, M., & Malmiri, M. M. (2021). The role of social commerce in online purchase intention: Mediating role of social interactions, trust, and electronic word of mouth. Journal for International Business and Entrepreneurship Development, 13(1), 22\u201339.","journal-title":"Journal for International Business and Entrepreneurship Development"},{"issue":"3","key":"10172_CR93","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1177\/002224299405800302","volume":"58","author":"RM Morgan","year":"1994","unstructured":"Morgan, R. M., & Hunt, S. D. (1994). The commitment-trust theory of relationship marketing. Journal of Marketing, 58(3), 20\u201338.","journal-title":"Journal of Marketing"},{"key":"10172_CR94","doi-asserted-by":"publisher","first-page":"120734","DOI":"10.1016\/j.techfore.2021.120734","volume":"167","author":"J Mou","year":"2021","unstructured":"Mou, J., & Benyoucef, M. (2021). Consumer behavior in social commerce: Results from a meta-analysis. Technological Forecasting and Social Change, 167, 120734. https:\/\/doi.org\/10.1016\/j.techfore.2021.120734.","journal-title":"Technological Forecasting and Social Change"},{"issue":"1","key":"10172_CR95","first-page":"6","volume":"50","author":"O Mulero","year":"2013","unstructured":"Mulero, O., & Adeyeye, M. (2013). An empirical study of user acceptance of online social networks marketing. South African Computer Journal, 50(1), 6\u201314.","journal-title":"South African Computer Journal"},{"issue":"3","key":"10172_CR96","doi-asserted-by":"publisher","first-page":"279","DOI":"10.1002\/cb.1632","volume":"16","author":"W Nadeem","year":"2017","unstructured":"Nadeem, W., Juntunen, M., & Juntunen, J. (2017). Consumer segments in social commerce: A latent class approach. Journal of Consumer Behavior, 16(3), 279\u2013292.","journal-title":"Journal of Consumer Behavior"},{"key":"10172_CR97","doi-asserted-by":"publisher","unstructured":"Odusanya, K., Aluko, O., & Lal, B. (2020). Building consumers\u2019 trust in electronic retail platforms in the sub-Saharan context: An exploratory study on drivers and impact on continuance intention. Information systems Frontiers, 1-15. https:\/\/doi.org\/10.1007\/s10796-020-10043-2.","DOI":"10.1007\/s10796-020-10043-2"},{"issue":"6","key":"10172_CR98","doi-asserted-by":"publisher","first-page":"575","DOI":"10.1080\/0144929X.2018.1465997","volume":"37","author":"KB Ooi","year":"2018","unstructured":"Ooi, K. B., Hew, J. J., & Lin, B. (2018). Unfolding the privacy paradox among mobile social commerce users: A multi-mediation approach. Behavior & Information Technology, 37(6), 575\u2013595.","journal-title":"Behavior & Information Technology"},{"key":"10172_CR99","doi-asserted-by":"publisher","first-page":"175","DOI":"10.1016\/j.ijinfomgt.2018.02.005","volume":"40","author":"B Osatuyi","year":"2018","unstructured":"Osatuyi, B., & Qin, H. (2018). How vital is the role of affect on post-adoption behaviors? An examination of social commerce users. International Journal of Information Management, 40, 175\u2013185.","journal-title":"International Journal of Information Management"},{"issue":"2","key":"10172_CR100","doi-asserted-by":"publisher","first-page":"192","DOI":"10.1080\/15332861.2020.1740962","volume":"19","author":"BG Pacheco","year":"2020","unstructured":"Pacheco, B. G., & Jaipaul-O\u2019Garro, R. (2020). Reconceptualizing determinants of consumer attitudes toward social commerce sites. Journal of Internet Commerce, 19(2), 192\u2013211.","journal-title":"Journal of Internet Commerce"},{"issue":"4","key":"10172_CR101","doi-asserted-by":"publisher","first-page":"479","DOI":"10.1007\/s11628-020-00427-4","volume":"14","author":"T Rahman","year":"2020","unstructured":"Rahman, T., Kim, Y. S., Noh, M., & Lee, C. K. (2020). Determinants of social commerce adoption in an emerging economy. Service Business, 14(4), 479\u2013502.","journal-title":"Service Business"},{"issue":"3","key":"10172_CR102","doi-asserted-by":"publisher","first-page":"215824402095207","DOI":"10.1177\/2158244020952073","volume":"10","author":"RM Rashid","year":"2020","unstructured":"Rashid, R. M., Rashid, Q. U. A., & Pitafi, A. H. (2020). Examining the role of social factors and mooring effects as moderators on consumers\u2019 shopping intentions in social commerce environments. SAGE Open, 10(3), 2158244020952073.","journal-title":"SAGE Open"},{"key":"10172_CR103","doi-asserted-by":"crossref","unstructured":"Riaz, M. U., Guang, L. X., Zafar, M., Shahzad, F., Shahbaz, M., & Lateef, M. (2020). Consumers\u2019 purchase intention and decision-making process through social networking sites: A social commerce construct. Behavior & Information Technology, 99-115. 10.1080\/0144929X.2020.1846790.","DOI":"10.1080\/0144929X.2020.1846790"},{"issue":"12","key":"10172_CR104","doi-asserted-by":"publisher","first-page":"1849","DOI":"10.1287\/mnsc.1060.0583","volume":"52","author":"R Sabherwal","year":"2006","unstructured":"Sabherwal, R., Jeyaraj, A., & Chowa, C. (2006). Information system success: Individual and organizational determinants. Management Science, 52(12), 1849\u20131864.","journal-title":"Management Science"},{"issue":"2","key":"10172_CR105","doi-asserted-by":"publisher","first-page":"188","DOI":"10.1504\/IJISCM.2019.104629","volume":"11","author":"A Safia","year":"2019","unstructured":"Safia, A., Chai, J., Frimpong, A. N. K., & Akram, U. (2019). The impact of social media characteristics on e-commerce use behaviour among youth in developing countries. International Journal of Information Systems and Change Management, 11(2), 188\u2013207.","journal-title":"International Journal of Information Systems and Change Management"},{"issue":"4","key":"10172_CR106","first-page":"28","volume":"14","author":"V Saprikis","year":"2018","unstructured":"Saprikis, V., & Markos, A. (2018). Modeling Users' acceptance of social commerce. International Journal of E-Business Research (IJEBR), 14(4), 28\u201350.","journal-title":"International Journal of E-Business Research (IJEBR)"},{"key":"10172_CR107","doi-asserted-by":"publisher","unstructured":"Sarker, P., Hughe, L., Dwivedi, Y. K., & Rana, N. P. (2020a,). Social Commerce Adoption Predictors: A Review and Weight Analysis. In: Hattingh M., Matthee M., Smuts H., Pappas I., Dwivedi Y., M\u00e4ntym\u00e4ki M. (eds) Responsible Design, Implementation and Use of Information and Communication Technology. I3E 2020a. Lecture notes in computer science, vol 12066. Springer, Cham. https:\/\/doi.org\/10.1007\/978-3-030-44999-5_15.","DOI":"10.1007\/978-3-030-44999-5_15"},{"key":"10172_CR108","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-47595-6_16","volume-title":"Advances in digital marketing and eCommerce","author":"P Sarker","year":"2020","unstructured":"Sarker, P., Hughes, D. L., & Dwivedi, Y. K. (2020b). Extension of META-UTAUT for examining consumer adoption of social commerce: Towards a conceptual model. In F. Mart\u00ednez-L\u00f3pez & S. D'Alessandro (Eds.), Advances in digital marketing and eCommerce. Springer Proceedings in Business and Economics. Springer. https:\/\/doi.org\/10.1007\/978-3-030-47595-6_16."},{"key":"10172_CR109","doi-asserted-by":"publisher","unstructured":"Sarker, P., Rana, N. P., Hughe, L., & Dwivedi, Y. K. (2020c). A Meta-analysis of Social Commerce Adoption Research. In: Sharma S.K., Dwivedi Y.K., Metri B., Rana N.P. (eds) Re-imagining Diffusion and Adoption of Information Technology and Systems: A Continuing Conversation. TDIT 2020b. IFIP advances in information and communication technology, vol 618. Springer, Cham. https:\/\/doi.org\/10.1007\/978-3-030-64861-9_35.","DOI":"10.1007\/978-3-030-64861-9_35"},{"key":"10172_CR110","doi-asserted-by":"publisher","unstructured":"Sarker, P., Kizgin, H., Rana, N. P., & Dwivedi, Y. K. (2019). Review of Theoretical Models and Limitations of Social Commerce Adoption Literature. In: Pappas I., Mikalef P., Dwivedi Y., Jaccheri L., Krogstie J., M\u00e4ntym\u00e4ki M. (eds) Digital Transformation for a Sustainable Society in the 21st Century. I3E 2019. Lecture notes in computer science, vol 11701. Springer, Cham. https:\/\/doi.org\/10.1007\/978-3-030-29374-1_1.","DOI":"10.1007\/978-3-030-29374-1_1"},{"issue":"5","key":"10172_CR111","first-page":"2061","volume":"14","author":"H Shahbaz","year":"2020","unstructured":"Shahbaz, H., Li, Y., & Li, W. (2020). Psychological contract-based consumer repurchase behavior on social commerce platform: An empirical study. KSII Transactions on Internet and Information Systems (TIIS), 14(5), 2061\u20132083.","journal-title":"KSII Transactions on Internet and Information Systems (TIIS)"},{"issue":"23","key":"10172_CR112","first-page":"17730","volume":"10","author":"M Shanmugam","year":"2015","unstructured":"Shanmugam, M., Jusoh, Y. Y., Nor, R. N. H., & Jabar, M. A. (2015). A theoretical extension and empirical investigation for continuance use in social networking sites. Arpn Journal of Engineering and Applied Sciences, 10(23), 17730\u201317739.","journal-title":"Arpn Journal of Engineering and Applied Sciences"},{"issue":"1","key":"10172_CR113","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1080\/08874417.2017.1289356","volume":"59","author":"S Sharma","year":"2019","unstructured":"Sharma, S., Menard, P., & Mutchler, L. A. (2019). Who to trust? Applying trust to social commerce. Journal of Computer Information Systems, 59(1), 32\u201342.","journal-title":"Journal of Computer Information Systems"},{"issue":"8","key":"10172_CR114","doi-asserted-by":"publisher","first-page":"1693","DOI":"10.1016\/j.tele.2017.08.003","volume":"34","author":"Z Sheikh","year":"2017","unstructured":"Sheikh, Z., Islam, T., Rana, S., Hameed, Z., & Saeed, U. (2017). Acceptance of social commerce framework in Saudi Arabia. Telematics and Informatics, 34(8), 1693\u20131708.","journal-title":"Telematics and Informatics"},{"issue":"1","key":"10172_CR115","doi-asserted-by":"publisher","first-page":"68","DOI":"10.1108\/ITP-04-2018-0195","volume":"32","author":"Z Sheikh","year":"2019","unstructured":"Sheikh, Z., Yezheng, L., Islam, T., Hameed, Z., & Khan, I. U. (2019). Impact of social commerce constructs and social support on social commerce intentions. Information Technology & People, 32(1), 68\u201393. https:\/\/doi.org\/10.1108\/ITP-04-2018-0195.","journal-title":"Information Technology & People"},{"issue":"1","key":"10172_CR116","doi-asserted-by":"publisher","first-page":"68","DOI":"10.1504\/IJAMS.2020.105296","volume":"12","author":"R Shekhar","year":"2020","unstructured":"Shekhar, R., & Jaidev, U. P. (2020). Antecedents of online purchase intention in the context of social commerce. International Journal of Applied Management Science, 12(1), 68\u201395.","journal-title":"International Journal of Applied Management Science"},{"issue":"1","key":"10172_CR117","doi-asserted-by":"publisher","first-page":"52","DOI":"10.1080\/0144929X.2012.692167","volume":"32","author":"DH Shin","year":"2013","unstructured":"Shin, D. H. (2013). User experience in social commerce: In friends we trust. Behavior & information technology, 32(1), 52\u201367.","journal-title":"Behavior & information technology"},{"key":"10172_CR118","volume-title":"Toronto; London","author":"J Short","year":"1976","unstructured":"Short, J., Williams, E., & Christie, B. (1976). The social psychology of telecommunications. In Toronto; London. Wiley."},{"issue":"3","key":"10172_CR119","doi-asserted-by":"publisher","first-page":"310","DOI":"10.1362\/146934714X14024779062036","volume":"14","author":"EL Slade","year":"2014","unstructured":"Slade, E. L., Williams, M. D., & Dwivedi, Y. K. (2014). Devising a research model to examine adoption of mobile payments: An extension of UTAUT2. The Marketing Review, 14(3), 310\u2013335.","journal-title":"The Marketing Review"},{"key":"10172_CR120","doi-asserted-by":"publisher","first-page":"74","DOI":"10.1016\/j.tourman.2015.09.011","volume":"53","author":"BA Sparks","year":"2016","unstructured":"Sparks, B. A., So, K. K. F., & Bradley, G. L. (2016). Responding to negative online reviews: The effects of hotel responses on customer inferences of trust and concern. Tourism Management, 53, 74\u201385.","journal-title":"Tourism Management"},{"key":"10172_CR121","unstructured":"Statista (2020). Number of digital buyers worldwide from 2014 to 2021. Available at: https:\/\/www.statista.com\/statistics\/251666\/number-of-digital-buyers-worldwide\/. Accessed on 4 Apr 2021."},{"issue":"3","key":"10172_CR122","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1080\/10864415.2003.11044270","volume":"7","author":"B Suh","year":"2003","unstructured":"Suh, B., & Han, I. (2003). The impact of customer trust and perception of security control on the acceptance of electronic commerce. International Journal of Electronic Commerce, 7(3), 135\u2013161.","journal-title":"International Journal of Electronic Commerce"},{"key":"10172_CR123","doi-asserted-by":"publisher","first-page":"100886","DOI":"10.1016\/j.elerap.2019.100886","volume":"37","author":"Y Sun","year":"2019","unstructured":"Sun, Y., Shao, X., Li, X., Guo, Y., & Nie, K. (2019). How live streaming influences purchase intentions in social commerce: An IT affordance perspective. Electronic Commerce Research and Applications, 37, 100886. https:\/\/doi.org\/10.1016\/j.elerap.2019.100886.","journal-title":"Electronic Commerce Research and Applications"},{"issue":"3","key":"10172_CR124","doi-asserted-by":"publisher","first-page":"354","DOI":"10.1037\/0022-3514.87.3.354","volume":"87","author":"SE Taylor","year":"2004","unstructured":"Taylor, S. E., Sherman, D. K., Kim, H. S., Jarcho, J., Takagi, K., & Dunagan, M. S. (2004). Culture and social support: Who seeks it and why? Journal of Personality and Social Psychology, 87(3), 354\u2013362.","journal-title":"Journal of Personality and Social Psychology"},{"issue":"2","key":"10172_CR125","doi-asserted-by":"publisher","first-page":"117","DOI":"10.1504\/IJEB.2015.069102","volume":"12","author":"PL Teh","year":"2015","unstructured":"Teh, P. L., Ahmed, P. K., & Tayi, G. K. (2015). Generation-Y shopping: The impact of network externalities and trust on adoption of social commerce. International Journal of Electronic Business, 12(2), 117\u2013141.","journal-title":"International Journal of Electronic Business"},{"issue":"4","key":"10172_CR126","doi-asserted-by":"publisher","first-page":"500","DOI":"10.1080\/10496491.2018.1448324","volume":"25","author":"NH Um","year":"2019","unstructured":"Um, N. H. (2019). Antecedents and consequences of consumers' attitude toward social commerce sites. Journal of Promotion Management, 25(4), 500\u2013519.","journal-title":"Journal of Promotion Management"},{"issue":"1","key":"10172_CR127","doi-asserted-by":"publisher","first-page":"157","DOI":"10.2307\/41410412","volume":"36","author":"V Venkatesh","year":"2012","unstructured":"Venkatesh, V., Thong, J. Y., & Xu, X. (2012). Consumer acceptance and use of information technology: Extending the unified theory of acceptance and use of technology. MIS Quarterly, 36(1), 157\u2013178.","journal-title":"MIS Quarterly"},{"key":"10172_CR128","doi-asserted-by":"publisher","first-page":"176","DOI":"10.1016\/j.chb.2018.12.007","volume":"93","author":"W Wang","year":"2019","unstructured":"Wang, W., Chen, R. R., Ou, C. X., & Ren, S. J. (2019). Media or message, which is the king in social commerce?: An empirical study of participants' intention to repost marketing messages on social media. Computers in Human Behavior, 93, 176\u2013191.","journal-title":"Computers in Human Behavior"},{"issue":"3","key":"10172_CR129","doi-asserted-by":"publisher","first-page":"315","DOI":"10.1037\/0021-9010.75.3.315","volume":"75","author":"EM Whitener","year":"1990","unstructured":"Whitener, E. M. (1990). Confusion of confidence intervals and credibility intervals in meta-analysis. Journal of Applied Psychology, 75(3), 315\u2013321.","journal-title":"Journal of Applied Psychology"},{"issue":"2","key":"10172_CR130","doi-asserted-by":"publisher","first-page":"419","DOI":"10.2307\/20650298","volume":"33","author":"J Wu","year":"2009","unstructured":"Wu, J., & Lederer, A. (2009). A meta-analysis of the role of environment-based voluntariness in information technology acceptance. MIS Quarterly, 33(2), 419\u2013432.","journal-title":"MIS Quarterly"},{"key":"10172_CR131","doi-asserted-by":"publisher","first-page":"102297","DOI":"10.1016\/j.ijinfomgt.2020.102297","volume":"58","author":"XY Xu","year":"2021","unstructured":"Xu, X. Y., Luo, X. R., Wu, K., & Zhao, W. (2021). Exploring viewer participation in online video game streaming: A mixed-methods approach. International Journal of Information Management, 58, 102297.","journal-title":"International Journal of Information Management"},{"issue":"4","key":"10172_CR132","doi-asserted-by":"publisher","first-page":"311","DOI":"10.1016\/j.intmar.2013.09.001","volume":"27","author":"MS Yadav","year":"2013","unstructured":"Yadav, M. S., De Valck, K., Hennig-Thurau, T., Hoffman, D. L., & Spann, M. (2013). Social commerce: A contingency framework for assessing marketing potential. Journal of Interactive Marketing, 27(4), 311\u2013323.","journal-title":"Journal of Interactive Marketing"},{"key":"10172_CR133","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1016\/j.jretconser.2017.10.021","volume":"41","author":"IB Yahia","year":"2018","unstructured":"Yahia, I. B., Al-Neama, N., & Kerbache, L. (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, 41, 11\u201319.","journal-title":"Journal of Retailing and Consumer Services"},{"issue":"4","key":"10172_CR134","doi-asserted-by":"publisher","first-page":"867","DOI":"10.1108\/IMDS-04-2018-0139","volume":"119","author":"X Yang","year":"2019","unstructured":"Yang, X. (2019). How perceived social distance and trust influence reciprocity expectations and eWOM sharing intention in social commerce. Industrial Management & Data Systems, 119(4), 867\u2013880.","journal-title":"Industrial Management & Data Systems"},{"key":"10172_CR135","doi-asserted-by":"publisher","first-page":"138","DOI":"10.1016\/j.jretconser.2019.05.009","volume":"50","author":"J Yeon","year":"2019","unstructured":"Yeon, J., Park, I., & Lee, D. (2019). What creates trust and who gets loyalty in social commerce? Journal of Retailing and Consumer Services, 50, 138\u2013144.","journal-title":"Journal of Retailing and Consumer Services"},{"issue":"8","key":"10172_CR137","doi-asserted-by":"publisher","first-page":"2423","DOI":"10.3390\/su11082423","volume":"11","author":"X Yin","year":"2019","unstructured":"Yin, X., Wang, H., Xia, Q., & Gu, Q. (2019). How social interaction affects purchase intention in social commerce: A cultural perspective. Sustainability, 11(8), 2423.","journal-title":"Sustainability"},{"issue":"4","key":"10172_CR138","doi-asserted-by":"publisher","first-page":"493","DOI":"10.1108\/JSM-01-2017-0031","volume":"32","author":"AS Yusuf","year":"2018","unstructured":"Yusuf, A. S., Hussin, A. R., & Busalim, A. H. (2018). Influence of e-WOM engagement on consumer purchase intention in social commerce. Journal of Services Marketing, 32(4), 493\u2013504.","journal-title":"Journal of Services Marketing"},{"issue":"8","key":"10172_CR139","doi-asserted-by":"publisher","first-page":"1017","DOI":"10.1016\/j.im.2014.07.005","volume":"51","author":"H Zhang","year":"2014","unstructured":"Zhang, H., Lu, Y., Gupta, S., & Zhao, L. (2014). What motivates customers to participate in social commerce? The impact of technological environments and virtual customer experiences. Information & Management, 51(8), 1017\u20131030.","journal-title":"Information & Management"},{"key":"10172_CR140","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1016\/j.dss.2016.04.001","volume":"86","author":"KZ Zhang","year":"2016","unstructured":"Zhang, K. Z., & Benyoucef, M. (2016). Consumer behavior in social commerce: A literature review. Decision Support Systems, 86, 95\u2013108.","journal-title":"Decision Support Systems"},{"key":"10172_CR141","doi-asserted-by":"publisher","first-page":"42","DOI":"10.1016\/j.jretconser.2019.04.014","volume":"50","author":"JD Zhao","year":"2019","unstructured":"Zhao, J. D., Huang, J. S., & Su, S. (2019). The effects of trust on consumers\u2019 continuous purchase intentions in C2C social commerce: A trust transfer perspective. Journal of Retailing and Consumer Services, 50, 42\u201349.","journal-title":"Journal of Retailing and Consumer Services"},{"issue":"4","key":"10172_CR142","doi-asserted-by":"publisher","first-page":"56","DOI":"10.4018\/IRMJ.2019100104","volume":"32","author":"T Zhou","year":"2019","unstructured":"Zhou, T. (2019). Understanding user social commerce usage intention: A stimulus-organism-response perspective. Information Resources Management Journal (IRMJ), 32(4), 56\u201371.","journal-title":"Information Resources Management Journal (IRMJ)"},{"issue":"2","key":"10172_CR143","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1007\/s10796-014-9530-5","volume":"18","author":"T Zhou","year":"2016","unstructured":"Zhou, T., Lu, Y., & Wang, B. (2016). Examining online consumers\u2019 initial trust building from an elaboration likelihood model perspective. Information Systems Frontiers, 18(2), 265\u2013275.","journal-title":"Information Systems Frontiers"}],"container-title":["Information Systems Frontiers"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10796-021-10172-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10796-021-10172-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10796-021-10172-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,2]],"date-time":"2023-08-02T06:10:33Z","timestamp":1690956633000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10796-021-10172-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7,17]]},"references-count":142,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2023,8]]}},"alternative-id":["10172"],"URL":"https:\/\/doi.org\/10.1007\/s10796-021-10172-2","relation":{},"ISSN":["1387-3326","1572-9419"],"issn-type":[{"value":"1387-3326","type":"print"},{"value":"1572-9419","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,7,17]]},"assertion":[{"value":"4 July 2021","order":1,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"17 July 2021","order":2,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}