{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T16:57:38Z","timestamp":1772125058667,"version":"3.50.1"},"reference-count":114,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2017,10,15]],"date-time":"2017-10-15T00:00:00Z","timestamp":1508025600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Inf Syst Front"],"published-print":{"date-parts":[[2018,6]]},"DOI":"10.1007\/s10796-017-9802-y","type":"journal-article","created":{"date-parts":[[2017,10,14]],"date-time":"2017-10-14T23:47:09Z","timestamp":1508024829000},"page":"559-576","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":81,"title":["Analysis of Factors that Influence Customers\u2019 Willingness to Leave Big Data Digital Footprints on Social Media: A Systematic Review of Literature"],"prefix":"10.1007","volume":"20","author":[{"given":"Syed Sardar","family":"Muhammad","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bidit Lal","family":"Dey","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vishanth","family":"Weerakkody","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,10,15]]},"reference":[{"issue":"1","key":"9802_CR1","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1080\/15332861.2011.558456","volume":"10","author":"E Akar","year":"2011","unstructured":"Akar, E., & Top\u00e7u, B. (2011). An examination of the factors influencing consumers\u2019 attitudes toward social media marketing. Journal of Internet Commerce, 10(1), 35\u201367.","journal-title":"Journal of Internet Commerce"},{"issue":"8","key":"9802_CR2","doi-asserted-by":"crossref","first-page":"681","DOI":"10.1016\/j.im.2007.09.002","volume":"44","author":"SS Al-Gahtani","year":"2007","unstructured":"Al-Gahtani, S. S., Hubona, G. S., & Wang, J. (2007). Information technology (IT) in Saudi Arabia: culture and the acceptance and use of IT. Information Management, 44(8), 681\u2013691.","journal-title":"Information Management"},{"issue":"3\/4","key":"9802_CR3","doi-asserted-by":"crossref","first-page":"316","DOI":"10.1080\/0267257X.2011.547075","volume":"27","author":"H Ali","year":"2011","unstructured":"Ali, H. (2011). Exchanging value within individuals\u2019 networks: social support implications for health marketers. Journal of Marketing Management, 27(3\/4), 316\u2013335.","journal-title":"Journal of Marketing Management"},{"issue":"4","key":"9802_CR4","doi-asserted-by":"crossref","first-page":"662","DOI":"10.1108\/JOSM-01-2015-0037","volume":"26","author":"IM Al-Jabri","year":"2015","unstructured":"Al-Jabri, I. M., Sohail, M. S., & Ndubisi, N. O. (2015). Understanding the usage of global social networking sites by Arabs through the lens of uses and gratifications theory. Journal of Service Management, 26(4), 662\u2013680.","journal-title":"Journal of Service Management"},{"issue":"2","key":"9802_CR5","doi-asserted-by":"crossref","first-page":"231","DOI":"10.1007\/s10796-016-9681-7","volume":"19","author":"AW Baur","year":"2017","unstructured":"Baur, A. W. (2017). Harnessing the social web to enhance insights into people\u2019s opinions in business, government and public administration. Information Systems Frontiers, 19(2), 231\u2013251.","journal-title":"Information Systems Frontiers"},{"issue":"3","key":"9802_CR6","doi-asserted-by":"crossref","first-page":"245","DOI":"10.1016\/S0963-8687(02)00018-5","volume":"11","author":"F Belanger","year":"2002","unstructured":"Belanger, F., Hiller, J. S., & Smith, W. J. (2002). Trustworthiness in electronic commerce: the role of privacy, security, and site attributes. The Journal of Strategic Information Systems, 11(3), 245\u2013270.","journal-title":"The Journal of Strategic Information Systems"},{"issue":"2","key":"9802_CR7","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1007\/s10796-013-9433-x","volume":"16","author":"P Bharati","year":"2014","unstructured":"Bharati, P., Zhang, C., & Chaudhury, A. (2014). Social media assimilation in firms: Investigating the roles of absorptive capacity and institutional pressures. Information Systems Frontiers, 16(2), 257\u2013272.","journal-title":"Information Systems Frontiers"},{"issue":"1","key":"9802_CR8","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1177\/1354856507084416","volume":"14","author":"D Boyd","year":"2008","unstructured":"Boyd, D. (2008). Facebook\u2019s Privacy Trainwreck: Exposure, Invasion, and Social Convergence. Convergence. The International Journal of Research into new Media Technologies, 14(1), 13\u201320.","journal-title":"The International Journal of Research into new Media Technologies"},{"issue":"2","key":"9802_CR9","doi-asserted-by":"crossref","first-page":"221","DOI":"10.1007\/s10796-009-9192-x","volume":"13","author":"S Burgess","year":"2011","unstructured":"Burgess, S., Sellitto, C., Cox, C., & Buultjens, J. (2011). Trust perceptions of online travel information by different content creators: Some social and legal implications. Information Systems Frontiers, 13(2), 221\u2013235.","journal-title":"Information Systems Frontiers"},{"issue":"3\/4","key":"9802_CR10","doi-asserted-by":"crossref","first-page":"432","DOI":"10.1108\/EJM-03-2012-0165","volume":"48","author":"C Campbell","year":"2014","unstructured":"Campbell, C., Ferraro, C., & Sands, S. (2014). Segmenting consumer reactions to social network marketing. European Journal of Marketing, 48(3\/4), 432\u2013452.","journal-title":"European Journal of Marketing"},{"issue":"2","key":"9802_CR11","doi-asserted-by":"crossref","first-page":"351","DOI":"10.1007\/s10796-013-9473-2","volume":"17","author":"X Cao","year":"2015","unstructured":"Cao, X., Guo, X., Liu, H., & Gu, J. (2015). The role of social media in supporting knowledge integration: A social capital analysis. Information Systems Frontiers, 17(2), 351\u2013362.","journal-title":"Information Systems Frontiers"},{"issue":"4","key":"9802_CR12","doi-asserted-by":"crossref","first-page":"473","DOI":"10.1007\/s10796-008-9103-6","volume":"10","author":"L Carter","year":"2008","unstructured":"Carter, L., & Weerakkody, V. (2008). E-government adoption: A cultural comparison. Information Systems Frontiers, 10(4), 473\u2013482.","journal-title":"Information Systems Frontiers"},{"issue":"1","key":"9802_CR13","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1016\/j.im.2010.11.001","volume":"48","author":"HH Chang","year":"2011","unstructured":"Chang, H. H., & Chuang, S. S. (2011). Social capital and individual motivations on knowledge sharing: Participant involvement as a moderator. Information Management, 48(1), 9\u201318.","journal-title":"Information Management"},{"key":"9802_CR14","doi-asserted-by":"crossref","DOI":"10.4324\/9780203727836","volume-title":"An Introduction to social media marketing","author":"A Charlesworth","year":"2014","unstructured":"Charlesworth, A. (2014). An Introduction to social media marketing. Oxon: Routledge."},{"issue":"2","key":"9802_CR15","doi-asserted-by":"crossref","first-page":"269","DOI":"10.1007\/s10796-011-9335-8","volume":"15","author":"R Chen","year":"2013","unstructured":"Chen, R., & Sharma, S. K. (2013). Self-disclosure at social networking sites: An exploration through relational capitals. Information Systems Frontiers, 15(2), 269\u2013278.","journal-title":"Information Systems Frontiers"},{"issue":"4","key":"9802_CR16","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1016\/j.im.2009.03.001","volume":"46","author":"JV Chen","year":"2009","unstructured":"Chen, J. V., Yen, D. C., & Chen, K. (2009). The acceptance and diffusion of the innovative smartphone use: a case study of a delivery service company in logistics. Information Management, 46(4), 241\u2013248.","journal-title":"Information Management"},{"issue":"3","key":"9802_CR17","doi-asserted-by":"crossref","first-page":"213","DOI":"10.1080\/07421222.2014.995557","volume":"31","author":"A Chen","year":"2014","unstructured":"Chen, A., Lu, Y., Chau, P. Y., & Gupta, S. (2014). Classifying, Measuring, and Predicting Users\u2019 Overall Active Behavior on Social Networking Sites. Journal of Management Information Systems, 31(3), 213\u2013253.","journal-title":"Journal of Management Information Systems"},{"issue":"4","key":"9802_CR18","doi-asserted-by":"crossref","first-page":"479","DOI":"10.1002\/asi.20312","volume":"57","author":"CM Cheung","year":"2006","unstructured":"Cheung, C. M., & Lee, M. K. (2006). Understanding consumer trust in Internet shopping: A multidisciplinary approach. Journal of the American Society for Information Science and Technology, 57(4), 479\u2013492.","journal-title":"Journal of the American Society for Information Science and Technology"},{"issue":"2","key":"9802_CR19","doi-asserted-by":"crossref","first-page":"279","DOI":"10.1108\/IntR-09-2013-0192","volume":"25","author":"C Cheung","year":"2015","unstructured":"Cheung, C., Lee, Z. W., & Chan, T. K. (2015). Self-disclosure in social networking sites: the role of perceived cost, perceived benefits and social influence. Internet Research, 25(2), 279\u2013299.","journal-title":"Internet Research"},{"issue":"6","key":"9802_CR20","doi-asserted-by":"crossref","first-page":"851","DOI":"10.1108\/OIR-08-2012-0133","volume":"37","author":"HS Chiang","year":"2013","unstructured":"Chiang, H. S. (2013). Continuous usage of social networking sites: The effect of innovation and gratification attributes. Online Information Review, 37(6), 851\u2013871.","journal-title":"Online Information Review"},{"issue":"3","key":"9802_CR21","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1145\/506724.506727","volume":"32","author":"MW Chiasson","year":"2001","unstructured":"Chiasson, M. W., & Lovato, C. Y. (2001). Factors influencing the formation of a user\u2019s perception and use of a DSS software innovation. Database for Advances in Information Systems, 32(3), 16\u201335.","journal-title":"Database for Advances in Information Systems"},{"issue":"2","key":"9802_CR22","doi-asserted-by":"crossref","first-page":"48","DOI":"10.1080\/08874417.2015.11645756","volume":"55","author":"WS Chow","year":"2015","unstructured":"Chow, W. S., & Shi, S. (2015). Investigating customers\u2019 satisfaction with brand pages in social networking sites. The Journal of Computer Information Systems, 55(2), 48.","journal-title":"The Journal of Computer Information Systems"},{"issue":"3","key":"9802_CR23","doi-asserted-by":"crossref","first-page":"555","DOI":"10.1037\/0022-3514.95.3.555","volume":"95","author":"J Crocker","year":"2008","unstructured":"Crocker, J., & Canevello, A. (2008). Creating and undermining social support in communal relationships: The role of compassionate and self-image goals. Journal of Personality and Social Psychology, 95(3), 555\u2013575.","journal-title":"Journal of Personality and Social Psychology"},{"key":"9802_CR24","doi-asserted-by":"crossref","unstructured":"Cropanzano, R. (2009). \u201cWriting nonempirical articles for Journal of Management: general thoughts and suggestions.\u201d\u00a0Journal of Management, 35(6), 1304\u201313011.","DOI":"10.1177\/0149206309344118"},{"key":"9802_CR25","unstructured":"CSC (2017). Big data Universe beginning to explode. [Web log comment].Retrieved from http:\/\/www.csc.com\/insights\/flxwd\/78931big_data_universe_beginning_to_explode ."},{"issue":"7\/8","key":"9802_CR26","doi-asserted-by":"crossref","first-page":"1274","DOI":"10.1108\/EJM-10-2012-0598","volume":"48","author":"I Dalla Pozza","year":"2014","unstructured":"Dalla Pozza, I. (2014). Multichannel management gets \u201csocial\u201d. European Journal of Marketing, 48(7\/8), 1274\u20131295.","journal-title":"European Journal of Marketing"},{"issue":"3","key":"9802_CR27","doi-asserted-by":"crossref","first-page":"319","DOI":"10.2307\/249008","volume":"13","author":"FD Davis","year":"1989","unstructured":"Davis, F. D. (1989). Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology. M IS Quarterly, 13(3), 319\u2013339.","journal-title":"M IS Quarterly"},{"key":"9802_CR28","doi-asserted-by":"crossref","unstructured":"Davis, F. D., Bagozzi, R. P., & Warshaw, P. R. (1989). \u201cUser acceptance of computer technology: a comparison of two theoretical models.\u201d Management science, 35(8), 982\u20131003.","DOI":"10.1287\/mnsc.35.8.982"},{"issue":"3","key":"9802_CR29","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1016\/j.dss.2009.02.008","volume":"47","author":"K Valck De","year":"2009","unstructured":"De Valck, K., van Bruggen, G. H., & Wierenga, B. (2009). Virtual communities: a marketing perspective. Decision Support Systems, 47(3), 185\u2013203.","journal-title":"Decision Support Systems"},{"issue":"9\/10","key":"9802_CR30","doi-asserted-by":"crossref","first-page":"1121","DOI":"10.1108\/03090560910976393","volume":"43","author":"C Dennis","year":"2009","unstructured":"Dennis, C., Merrilees, B., Jayawardhena, C., & Tiu Wright, L. (2009). E-consumer behaviour. European Journal of Marketing, 43(9\/10), 1121\u20131139.","journal-title":"European Journal of Marketing"},{"key":"9802_CR31","unstructured":"Diffley, S., Kearns, J., Bennett, W., & Kawalek, P. (2011). Consumer behaviour in social networking sites: implications for marketers. Irish Journal of Management, pp., 47\u201366 Available at: http:\/\/iamireland.ie\/wp-content\/uploads\/2012\/05\/IJM_30_2_Final_crop.pdf#page=57 ."},{"issue":"3","key":"9802_CR32","doi-asserted-by":"crossref","first-page":"295","DOI":"10.1057\/ejis.2012.23","volume":"22","author":"T Dinev","year":"2013","unstructured":"Dinev, T., Xu, H., Smith, J. H., & Hart, P. (2013). Information privacy and correlates: an empirical attempt to bridge and distinguish privacy-related concepts. European Journal of Information Systems, 22(3), 295\u2013316.","journal-title":"European Journal of Information Systems"},{"issue":"6","key":"9802_CR33","doi-asserted-by":"crossref","first-page":"613","DOI":"10.1016\/j.jretconser.2012.08.001","volume":"19","author":"T Domina","year":"2012","unstructured":"Domina, T., Lee, S.-E., & MacGillivray, M. (2012). Understanding factors affecting consumer intention to shop in a virtual world. Journal of Retailing and Consumer Services, 19(6), 613\u2013620 Available at: http:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0969698912000975 .","journal-title":"Journal of Retailing and Consumer Services"},{"issue":"4","key":"9802_CR34","doi-asserted-by":"crossref","first-page":"385","DOI":"10.1007\/s10796-008-9101-8","volume":"10","author":"YK Dwivedi","year":"2008","unstructured":"Dwivedi, Y. K., Williams, M. D., & Venkatesh, V. (2008). Guest Editorial: A profile of adoption of Information and Communication Technologies (ICT) research in the household context. Information Systems Frontiers, 10(4), 385\u2013390.","journal-title":"Information Systems Frontiers"},{"key":"9802_CR35","doi-asserted-by":"publisher","unstructured":"Dwivedi, Y. K., Rana, N. P., Jeyaraj, A., Clement, M., & Williams, M. D. (2017). \u201cRe-examining the Unified Theory of Acceptance and Use of Technology (UTAUT): Towards a Revised Theoretical Model.\u201d\u00a0Information Systems Frontiers. https:\/\/doi.org\/10.1007\/s10796-017-9774-y .","DOI":"10.1007\/s10796-017-9774-y"},{"key":"9802_CR36","unstructured":"DWork, C., & Mulligan, D. K. (2013). It's Not Privacy, and It's Not Fair. [Online] Available at: http:\/\/www.stanfordlawreview.org\/online\/privacy-and-big-data\/its-not-privacy-and-itsnot-fair . Accessed 28 June 2014."},{"key":"9802_CR37","volume-title":"A design for living in the digital age","author":"E Dyson","year":"1998","unstructured":"Dyson, E. (1998). A design for living in the digital age. New York: Broadway Books."},{"issue":"8","key":"9802_CR38","doi-asserted-by":"crossref","first-page":"877","DOI":"10.1016\/j.jbusres.2006.02.006","volume":"59","author":"MA Eastlick","year":"2006","unstructured":"Eastlick, M. A., Lotz, S. L., & Warrington, P. (2006). Understanding online B-to-C relationships: an integrated model of privacy concerns, trust, and commitment. Journal of Business Research, 59(8), 877\u2013886.","journal-title":"Journal of Business Research"},{"issue":"4","key":"9802_CR39","doi-asserted-by":"crossref","first-page":"1143","DOI":"10.1111\/j.1083-6101.2007.00367.x","volume":"12","author":"NB Ellison","year":"2007","unstructured":"Ellison, N. B., Steinfield, C., & Lampe, C. (2007). The benefits of Facebook \u201cfriends:\u201d Social capital and college students\u2019 use of online social network sites. Journal of Computer-Mediated Communication, 12(4), 1143\u20131168.","journal-title":"Journal of Computer-Mediated Communication"},{"key":"9802_CR40","unstructured":"Fish, T. (2009). My Digital Footprint A two-sided digital business model where your privacy will be someone else's business. 1st ed. Kindle ebook: futuretext."},{"issue":"1","key":"9802_CR41","doi-asserted-by":"crossref","first-page":"4","DOI":"10.1057\/bm.2011.27","volume":"19","author":"M Foster","year":"2011","unstructured":"Foster, M., West, B., & Francescucci, A. (2011). Exploring social media user segmentation and online brand profiles. Journal of Brand Management, 19(1), 4\u201317.","journal-title":"Journal of Brand Management"},{"issue":"6","key":"9802_CR42","doi-asserted-by":"crossref","first-page":"709","DOI":"10.1016\/j.bushor.2014.07.003","volume":"57","author":"AM Gamboa","year":"2014","unstructured":"Gamboa, A. M., & Gon\u00e7alves, H. M. (2014). Customer loyalty through social networks: lessons from Zara on Facebook. Business Horizons, 57(6), 709\u2013717.","journal-title":"Business Horizons"},{"issue":"3","key":"9802_CR43","doi-asserted-by":"crossref","first-page":"293","DOI":"10.1177\/0258042X15577899","volume":"39","author":"A Ghosh","year":"2014","unstructured":"Ghosh, A., Varshney, S., & Venugopal, P. (2014). Social Media WOM: Definition, Consequences and Inter-relationships. Management and Labour Studies, 39(3), 293\u2013308.","journal-title":"Management and Labour Studies"},{"issue":"5\u20136","key":"9802_CR44","doi-asserted-by":"crossref","first-page":"571","DOI":"10.1080\/0267257X.2013.851106","volume":"30","author":"JT Gironda","year":"2014","unstructured":"Gironda, J. T., & Korgaonkar, P. K. (2014). Understanding consumers\u2019 social networking site usage. Journal of Marketing Management, 30(5\u20136), 571\u2013605.","journal-title":"Journal of Marketing Management"},{"issue":"9\/10","key":"9802_CR45","doi-asserted-by":"crossref","first-page":"1366","DOI":"10.1108\/EJM-06-2014-0347","volume":"49","author":"D Grace","year":"2015","unstructured":"Grace, D., Ross, M., & Shao, W. (2015). Examining the relationship between social media characteristics and psychological dispositions. European Journal of Marketing, 49(9\/10), 1366\u20131390.","journal-title":"European Journal of Marketing"},{"issue":"3","key":"9802_CR46","doi-asserted-by":"crossref","first-page":"604","DOI":"10.1016\/j.chb.2012.11.017","volume":"29","author":"R Grieve","year":"2013","unstructured":"Grieve, R., Indian, M., Witteveen, K., Anne Tolan, G., & Marrington, J. (2013). Face-to-face or Facebook: can social connectedness be derived online? Computers in Human Behaviour, 29(3), 604\u2013609.","journal-title":"Computers in Human Behaviour"},{"issue":"3","key":"9802_CR47","doi-asserted-by":"crossref","first-page":"388","DOI":"10.2501\/IJMR-2014-025","volume":"56","author":"MN Hajli","year":"2014","unstructured":"Hajli, M. N. (2014). A study of the impact of social media on consumers. International Journal of Market Research, 56(3), 388\u2013404.","journal-title":"International Journal of Market Research"},{"key":"9802_CR48","doi-asserted-by":"crossref","unstructured":"Hau, Y. S., & Kim, Y. G. (2011). Why would online gamers share their innovation-conducive knowledge in the online game user community? Integrating individual motivations and social capital perspectives. Computers in Human Behavior, 27(2), 956\u2013970.","DOI":"10.1016\/j.chb.2010.11.022"},{"issue":"1","key":"9802_CR49","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1002\/dir.10073","volume":"18","author":"T Hennig-Thurau","year":"2004","unstructured":"Hennig-Thurau, T., Gwinner, K. P., Walsh, G., & Gremler, D. D. (2004). Electronic word-of-mouth via consumer-opinion platforms: what motivates consumers to articulate themselves on the Internet? Journal of Interactive Marketing, 18(1), 38\u201352.","journal-title":"Journal of Interactive Marketing"},{"issue":"4","key":"9802_CR50","doi-asserted-by":"crossref","first-page":"455","DOI":"10.1080\/00224545.2010.503722","volume":"151","author":"EG Hepper","year":"2011","unstructured":"Hepper, E. G., Hart, C. M., Gregg, A. P., & Sedikides, C. (2011). Motivated expectations of positive feedback in social interactions. Journal of Social Psychology, 151(4), 455\u2013477.","journal-title":"Journal of Social Psychology"},{"issue":"3","key":"9802_CR51","first-page":"258","volume":"9","author":"C Ho","year":"2011","unstructured":"Ho, C., & Wu, W. (2011). The role of innovativeness of consumer in relationship between perceived attributes of new products and intention to adopt. International Journal of Electronic Business Management, 9(3), 258\u2013266.","journal-title":"International Journal of Electronic Business Management"},{"issue":"6","key":"9802_CR52","doi-asserted-by":"crossref","first-page":"935","DOI":"10.1108\/14684521011099414","volume":"34","author":"KL Hsiao","year":"2010","unstructured":"Hsiao, K. L., Lin, J. C. C., Wang, X. Y., Lu, H. P., & Yu, H. (2010). Antecedents and consequences of trust in online product recommendations. Online Information Review, 34(6), 935\u2013953.","journal-title":"Online Information Review"},{"issue":"2","key":"9802_CR53","doi-asserted-by":"crossref","first-page":"1","DOI":"10.4018\/jvcsn.2011040101","volume":"3","author":"C Hsu","year":"2011","unstructured":"Hsu, C., & Wu, C. (2011). Understanding users\u2019 continuance of Facebook: an integrated model with the unified theory of acceptance and use of technology, expectation disconfirmation model, and flow theory. International Journal of Virtual Communities and Social Networking, 3(2), 1\u201316.","journal-title":"International Journal of Virtual Communities and Social Networking"},{"issue":"2","key":"9802_CR54","doi-asserted-by":"crossref","first-page":"153","DOI":"10.1016\/j.ijhcs.2006.09.003","volume":"65","author":"C Hsu","year":"2007","unstructured":"Hsu, C., Ju, T. L., Yen, C. H., & Chang, C. M. (2007). Knowledge sharing behavior in virtual communities: The relationship between trust, self-efficacy, and outcome expectations. International Journal of Human-Computer Studies, 65(2), 153\u2013169 Available at: http:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1071581906001431 .","journal-title":"International Journal of Human-Computer Studies"},{"issue":"3","key":"9802_CR55","doi-asserted-by":"crossref","first-page":"206","DOI":"10.1108\/IJEFM-06-2013-0012","volume":"4","author":"S Hudson","year":"2013","unstructured":"Hudson, S., & Hudson, R. (2013). Engaging with consumers using social media: a case study of music festivals. International Journal of Event and Festival Management, 4(3), 206\u2013223 Available at: http:\/\/www.emeraldinsight.com\/journals.htm?issn=1758-2954andvolume=4andissue=3andarticleid=17096678andshow=html .","journal-title":"International Journal of Event and Festival Management"},{"key":"9802_CR56","doi-asserted-by":"crossref","first-page":"639","DOI":"10.1016\/j.sbspro.2012.11.075","volume":"64","author":"I Hussain","year":"2012","unstructured":"Hussain, I. (2012). A study to evaluate the social media trends among university students. Procedia \u2013 Social and Behavioral Sciences, 64, 639\u2013645.","journal-title":"Procedia \u2013 Social and Behavioral Sciences"},{"key":"9802_CR57","doi-asserted-by":"publisher","unstructured":"Idemudia, E. C., Raisinghani, M. S., & Samuel-Ojo, O. (2016). \u201dThe contributing factors of continuance usage of social media: An empirical analysis.\u201d Information Systems Frontiers. https:\/\/doi.org\/10.1007\/s10796-016-9721-3 .","DOI":"10.1007\/s10796-016-9721-3"},{"issue":"11","key":"9802_CR58","doi-asserted-by":"crossref","first-page":"2169","DOI":"10.1002\/asi.21149","volume":"60","author":"BJ Jansen","year":"2009","unstructured":"Jansen, B. J., Zhang, M., Sobel, K., & Chowdury, A. (2009). Twitter power: Tweets as electronic word of mouth. Journal of the American Society for Information Science and Technology, 60(11), 2169\u20132188.","journal-title":"Journal of the American Society for Information Science and Technology"},{"issue":"3","key":"9802_CR59","doi-asserted-by":"crossref","first-page":"579","DOI":"10.1287\/isre.1120.0441","volume":"24","author":"Z Jiang","year":"2013","unstructured":"Jiang, Z., Heng, C. S., & Choi, B. C. (2013). Research Note\u2014Privacy Concerns and Privacy-Protective Behavior in Synchronous Online Social Interactions. Information Systems Research, 24(3), 579\u2013595.","journal-title":"Information Systems Research"},{"issue":"10","key":"9802_CR60","doi-asserted-by":"crossref","first-page":"585","DOI":"10.17705\/1jais.00344","volume":"14","author":"I Junglas","year":"2013","unstructured":"Junglas, I., Goel, L., Abraham, C., & Ives, B. (2013). The social component of information systems \u2013 how sociability contributes to technology acceptance. Journal of the Association for Information Systems, 14(10), 585\u2013616.","journal-title":"Journal of the Association for Information Systems"},{"key":"9802_CR61","doi-asserted-by":"crossref","unstructured":"Kennedy, H., Elgesem, D., & Miguel, C. (2017). \u201cOn fairness: User perspectives on social media data mining.\u201d Convergence, 23(3), 270\u2013288.","DOI":"10.1177\/1354856515592507"},{"issue":"6","key":"9802_CR62","doi-asserted-by":"crossref","first-page":"228","DOI":"10.1016\/j.im.2011.05.004","volume":"48","author":"HW Kim","year":"2011","unstructured":"Kim, H. W., Gupta, S., & Koh, J. (2011). Investigating the intention to purchase digital items in social networking communities: A customer value perspective. Information Management, 48(6), 228\u2013234.","journal-title":"Information Management"},{"issue":"2","key":"9802_CR63","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1080\/00913367.2005.10639191","volume":"34","author":"H Ko","year":"2005","unstructured":"Ko, H., Cho, C. H., & Roberts, M. S. (2005). Internet uses and gratifications: a structural equation model of interactive advertising. Journal of Advertising, 34(2), 57\u201370.","journal-title":"Journal of Advertising"},{"issue":"2","key":"9802_CR64","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1057\/jit.2010.6","volume":"25","author":"H Krasnova","year":"2010","unstructured":"Krasnova, H., Spiekermann, S., Koroleva, K., & Hildebrand, T. (2010). Online social networks: why we disclose. Journal of Information Technology, 25(2), 109\u2013125.","journal-title":"Journal of Information Technology"},{"issue":"6","key":"9802_CR65","doi-asserted-by":"crossref","first-page":"641","DOI":"10.1016\/j.im.2014.05.017","volume":"51","author":"I Krasonikolakis","year":"2014","unstructured":"Krasonikolakis, I., Vrechopoulos, A., & Pouloudi, A. (2014). Store selection criteria and sales prediction in virtual worlds. Information Management, 51(6), 641\u2013652.","journal-title":"Information Management"},{"key":"9802_CR66","unstructured":"Kuchler, H. (2017). The Internet of things: Home is where the hackers are. Financial Times. Retrieved from https:\/\/www.ft.com\/content\/cb880bc2-057c-11e7-ace0-1ce02ef0def9 ."},{"issue":"12","key":"9802_CR67","doi-asserted-by":"crossref","first-page":"1934","DOI":"10.1109\/JPROC.2014.2359054","volume":"102","author":"R Lambiotte","year":"2014","unstructured":"Lambiotte, R., & Kosinski, M. (2014). Tracking the Digital Footprints of Personality. Proceedings of the IEEE, 102(12), 1934\u20131939.","journal-title":"Proceedings of the IEEE"},{"issue":"5","key":"9802_CR68","doi-asserted-by":"crossref","first-page":"716","DOI":"10.1108\/14684521111176462","volume":"35","author":"D Lee","year":"2011","unstructured":"Lee, D., Park, J. Y., Kim, J., & Moon, J. (2011). Understanding music sharing behaviour on social network services. Online Information Review, 35(5), 716\u2013733.","journal-title":"Online Information Review"},{"issue":"9","key":"9802_CR69","doi-asserted-by":"crossref","first-page":"862","DOI":"10.1016\/j.ijhcs.2013.01.005","volume":"71","author":"H Lee","year":"2013","unstructured":"Lee, H., Park, H., & Kim, J. (2013). Why do people share their context information on Social Network Services? A qualitative study and an experimental study on users' behavior of balancing perceived benefit and risk. International Journal of Human-Computer Studies, 71(9), 862\u2013877.","journal-title":"International Journal of Human-Computer Studies"},{"issue":"2","key":"9802_CR70","doi-asserted-by":"crossref","first-page":"147","DOI":"10.1177\/1096348012471381","volume":"39","author":"XY Leung","year":"2015","unstructured":"Leung, X. Y., Bai, B., & Stahura, K. A. (2015). The Marketing Effectiveness of Social Media in the Hotel Industry A Comparison of Facebook and Twitter. Journal of Hospitality and Tourism Research, 39(2), 147\u2013169.","journal-title":"Journal of Hospitality and Tourism Research"},{"issue":"2","key":"9802_CR71","doi-asserted-by":"crossref","first-page":"69","DOI":"10.2753\/JEC1086-4415160204","volume":"16","author":"T-P Liang","year":"2011","unstructured":"Liang, T.-P., Ho, Y.-T., Li, Y.-W., & ScTurban, 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":"3","key":"9802_CR72","doi-asserted-by":"crossref","first-page":"252","DOI":"10.1016\/j.ijinfomgt.2010.07.006","volume":"31","author":"HF Lin","year":"2011","unstructured":"Lin, H. F. (2011). An empirical investigation of mobile banking adoption: the effect of innovation attributes and knowledge-based trust. International Journal of Information Management, 31(3), 252\u2013260.","journal-title":"International Journal of Information Management"},{"issue":"3","key":"9802_CR73","doi-asserted-by":"crossref","first-page":"268","DOI":"10.1089\/cpb.2007.0057","volume":"11","author":"CP Lin","year":"2008","unstructured":"Lin, C. P., & Anol, B. (2008). Learning online social support: an investigation of network information technology based on UTAUT. Cyberpsychology and Behavior, 11(3), 268\u2013272.","journal-title":"Cyberpsychology and Behavior"},{"issue":"4","key":"9802_CR74","doi-asserted-by":"crossref","first-page":"346","DOI":"10.1016\/j.elerap.2009.07.003","volume":"9","author":"Y Lu","year":"2010","unstructured":"Lu, Y., Zhao, L., & ScWang, B. (2010). From virtual community members to c2c e-commerce buyers: trust in virtual communities and its effect on consumers\u2019 purchase intention. Electronic Commerce Research and Applications, 9(4), 346\u2013360.","journal-title":"Electronic Commerce Research and Applications"},{"key":"9802_CR75","doi-asserted-by":"crossref","unstructured":"Malhotra, A., Totti, L., Meira Jr, W., Kumaraguru, P., & Almeida, V. (2012). Studying user footprints in different online social networks. In Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012) (pp. 1065\u20131070). IEEE Computer Society.","DOI":"10.1109\/ASONAM.2012.184"},{"issue":"1","key":"9802_CR76","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1002\/dir.10003","volume":"16","author":"C Mathwick","year":"2002","unstructured":"Mathwick, C. (2002). Understanding the online consumer: a typology of online relational norms and behavior. Journal of Interactive Marketing, 16(1), 40\u201355.","journal-title":"Journal of Interactive Marketing"},{"key":"9802_CR77","doi-asserted-by":"crossref","unstructured":"Michael, M. G., Michael, K., & Perakslis, C. (2014). \u201cUberveillance and the Internet of Things and people. In Contemporary Computing and Informatics (IC3I),\u201d 2014 International Conference on (pp. 1381\u20131386). IEEE.","DOI":"10.1109\/IC3I.2014.7019829"},{"issue":"9","key":"9802_CR78","doi-asserted-by":"crossref","first-page":"849","DOI":"10.1108\/MRR-03-2012-0049","volume":"36","author":"Milewicz","year":"2013","unstructured":"Milewicz, & Saxby. (2013). Leaders\u2019 social media usage intentions for in-bound customer communications. Management Research Review, 36(9), 849\u2013867.","journal-title":"Management Research Review"},{"issue":"5","key":"9802_CR79","doi-asserted-by":"crossref","first-page":"415","DOI":"10.1016\/S0378-7206(01)00107-0","volume":"39","author":"EWT Ngai","year":"2002","unstructured":"Ngai, E. W. T., & Wat, F. K. T. (2002). A literature review and classification of electronic commerce research. Information Management, 39(5), 415\u2013429.","journal-title":"Information Management"},{"issue":"2","key":"9802_CR80","doi-asserted-by":"crossref","first-page":"2592","DOI":"10.1016\/j.eswa.2008.02.021","volume":"36","author":"EWT Ngai","year":"2009","unstructured":"Ngai, E. W. T., Xiu, L., & Chau, D. C. K. (2009). Application of data mining techniques in customer relationship management: a literature review and classification. Expert Systems with Applications: An International Journal, 36(2), 2592\u20132602.","journal-title":"Expert Systems with Applications: An International Journal"},{"issue":"5","key":"9802_CR81","doi-asserted-by":"crossref","first-page":"769","DOI":"10.1108\/IMDS-03-2015-0075","volume":"115","author":"EWT Ngai","year":"2015","unstructured":"Ngai, E. W. T., Moon, K. K., Lam, S. S., Chin, E. S. K., & Tao, S. S. C. (2015). Social media models, technologies, and applications An academic review and case study. Industrial Management and Data Systems, 115(5), 769\u2013802.","journal-title":"Industrial Management and Data Systems"},{"issue":"3","key":"9802_CR82","doi-asserted-by":"crossref","first-page":"256","DOI":"10.1177\/0276146707304733","volume":"27","author":"A Nill","year":"2007","unstructured":"Nill, A., & Schibrowsky, J. A. (2007). Research on marketing ethics: A systematic review of the literature. Journal of Macromarketing, 27(3), 256\u2013273.","journal-title":"Journal of Macromarketing"},{"issue":"1","key":"9802_CR83","first-page":"119","volume":"79","author":"H Nissenbaum","year":"2004","unstructured":"Nissenbaum, H., (2004). \u201cPrivacy as contextual integrity.\u201d Washington Law Review Association, 79(1), 119\u2013158.","journal-title":"Washington Law Review Association"},{"issue":"6","key":"9802_CR84","doi-asserted-by":"crossref","first-page":"525","DOI":"10.1002\/casp.1067","volume":"20","author":"P Obst","year":"2010","unstructured":"Obst, P., & Stafurik, J. (2010). Online we are all able bodied: Online psychological sense of community and social support found through membership of disability-specific Websites promotes well-being for people living with a physical disability. Journal of Community and Applied Social Psychology, 20(6), 525\u2013531.","journal-title":"Journal of Community and Applied Social Psychology"},{"issue":"3","key":"9802_CR85","doi-asserted-by":"crossref","first-page":"1142","DOI":"10.1016\/j.chb.2012.10.006","volume":"29","author":"JA Oldmeadow","year":"2013","unstructured":"Oldmeadow, J. A., Quinn, S., & Kowert, R. (2013). Attachment style, social skills, and Facebook use amongst adults. Computers in Human Behaviour, 29(3), 1142\u20131149.","journal-title":"Computers in Human Behaviour"},{"issue":"4","key":"9802_CR86","doi-asserted-by":"crossref","first-page":"460","DOI":"10.1016\/j.jretconser.2014.03.011","volume":"21","author":"H Park","year":"2014","unstructured":"Park, H., & Kim, Y.-K. (2014). The role of social network websites in the consumer\u2013brand relationship. Journal of Retailing and Consumer Services, 21(4), 460\u2013467.","journal-title":"Journal of Retailing and Consumer Services"},{"issue":"6","key":"9802_CR87","doi-asserted-by":"crossref","first-page":"729","DOI":"10.1089\/cpb.2009.0003","volume":"12","author":"N Park","year":"2009","unstructured":"Park, N., Kee, K., & Valenzuela, S. (2009). Being immersed in social networking environment: Facebook groups, uses and gratifications, and social outcomes. CyberPsychology and Behavior, 12(6), 729\u2013733.","journal-title":"CyberPsychology and Behavior"},{"issue":"4","key":"9802_CR88","doi-asserted-by":"crossref","first-page":"1546","DOI":"10.1016\/j.chb.2013.01.045","volume":"29","author":"I Pentina","year":"2013","unstructured":"Pentina, I., Zhang, L., & Basmanova, O. (2013). Antecedents and consequences of trust in a social media brand: a cross-cultural study of Twitter. Computers in Human Behavior, 29(4), 1546\u20131555.","journal-title":"Computers in Human Behavior"},{"key":"9802_CR89","unstructured":"Pereira, H.G., de F\u00e1tima Salgueiro, M. and Mateus, I. (2014). \u201cSay yes to Facebook and get your customers involved! Relationships in a world of social networks.\u201d Business Horizons, 57(6), pp.695\u2013702. Available at: http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0007681314000937 ."},{"issue":"3","key":"9802_CR90","doi-asserted-by":"crossref","first-page":"180","DOI":"10.1108\/17554191111157047","volume":"3","author":"A Pillai","year":"2011","unstructured":"Pillai, A., & Mukherjee, J. (2011). User acceptance of hedonic versus utilitarian social networking web sites. Journal of Indian Business Research, 3(3), 180\u2013191.","journal-title":"Journal of Indian Business Research"},{"issue":"9\/10","key":"9802_CR91","doi-asserted-by":"crossref","first-page":"1600","DOI":"10.1108\/EJM-07-2012-0400","volume":"48","author":"C Presi","year":"2014","unstructured":"Presi, C., Saridakis, C., & Hartmans, S. (2014). User-generated content behaviour of the dissatisfied service customer. European Journal of Marketing, 48(9\/10), 1600\u20131625.","journal-title":"European Journal of Marketing"},{"key":"9802_CR92","unstructured":"Pulse, G., (2012). Big Data for Development: Opportunities and Challenges: A Global Pulse White Paper. [Online]. Available at: http:\/\/www.unglobalpulse.org\/BigDataforDevWhitePaper [Accessed 1 May 2017]."},{"issue":"1","key":"9802_CR93","doi-asserted-by":"crossref","first-page":"6","DOI":"10.1108\/JEIM-04-2012-0011","volume":"27","author":"R Rauniar","year":"2013","unstructured":"Rauniar, R., Rawski, G., Yang, J., & Johnson, B. (2013). Technology acceptance model (TAM) and social media usage: an empirical study on Facebook. Journal of Enterprise Information Management, 27(1), 6\u201330.","journal-title":"Journal of Enterprise Information Management"},{"issue":"1","key":"9802_CR94","doi-asserted-by":"crossref","first-page":"108","DOI":"10.1287\/isre.1120.0460","volume":"24","author":"R Rishika","year":"2013","unstructured":"Rishika, R., Kumar, A., Janakiraman, R., & Bezawada, R. (2013). The effect of customers' social media participation on customer visit frequency and profitability: an empirical investigation. Information Systems Research, 24(1), 108\u2013127.","journal-title":"Information Systems Research"},{"issue":"2","key":"9802_CR95","doi-asserted-by":"crossref","first-page":"253","DOI":"10.1007\/s10796-016-9682-6","volume":"19","author":"M Rosenberger","year":"2017","unstructured":"Rosenberger, M., Lehrer, C., & Jung, R. (2017). Integrating data from user activities of social networks into public administrations. Information Systems Frontiers, 19(2), 253\u2013266.","journal-title":"Information Systems Frontiers"},{"key":"9802_CR96","doi-asserted-by":"crossref","unstructured":"Schroeder, R.(2014). \u201cBig Data and the brave new world of social media research\u201d, Big Data and Society, 1(2), 2053951714563194.","DOI":"10.1177\/2053951714563194"},{"key":"9802_CR97","doi-asserted-by":"publisher","unstructured":"Sharma, S. K. (2017). Integrating cognitive antecedents into TAM to explain mobile banking behavioral intention: A SEM-neural network modeling. Information Systems Frontiers, 1\u201313.\u00a0 https:\/\/doi.org\/10.1007\/s10796-017-9775-x .","DOI":"10.1007\/s10796-017-9775-x"},{"issue":"5","key":"9802_CR98","doi-asserted-by":"crossref","first-page":"428","DOI":"10.1016\/j.intcom.2010.05.001","volume":"22","author":"DH Shin","year":"2010","unstructured":"Shin, D. H. (2010). The effects of trust, security and privacy in social networking: A security-based approach to understand the pattern of adoption. Interacting with Computers, 22(5), 428\u2013438.","journal-title":"Interacting with Computers"},{"issue":"2","key":"9802_CR99","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1080\/10919392.2011.564483","volume":"21","author":"M Talukder","year":"2011","unstructured":"Talukder, M., & Quazi, A. (2011). The impact of social influence on individuals\u2019 adoption of innovation. Journal of Organizational Computing and Electronic Commerce, 21(2), 111\u2013135.","journal-title":"Journal of Organizational Computing and Electronic Commerce"},{"issue":"2","key":"9802_CR100","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1108\/10662241211214575","volume":"22","author":"X Tan","year":"2012","unstructured":"Tan, X., Qin, L., Kim, Y., & Hsu, J. (2012). Impact of privacy concern in social networking web sites. Internet Research, 22(2), 211\u2013233.","journal-title":"Internet Research"},{"key":"9802_CR101","doi-asserted-by":"publisher","unstructured":"Trivedi, N., Asamoah, D. A., and Doran, D. (2016). Keep the conversations going: engagement-based customer segmentation on online social service platforms. Information Systems Frontiers, 1\u201319. Available at:\u00a0 https:\/\/doi.org\/10.1007\/s10796-016-9719-x .","DOI":"10.1007\/s10796-016-9719-x"},{"issue":"5","key":"9802_CR102","doi-asserted-by":"crossref","first-page":"546","DOI":"10.1509\/jmr.10.0355","volume":"51","author":"CE Tucker","year":"2014","unstructured":"Tucker, C. E. (2014). Social networks, personalized advertising, and privacy controls. Journal of Marketing Research, 51(5), 546\u2013562.","journal-title":"Journal of Marketing Research"},{"key":"9802_CR103","unstructured":"Tuton, T. L. and Solomon, M. R. (2015) Social Media Marketing, 2nd Edition, London: Sage Publication Ltd."},{"issue":"3","key":"9802_CR104","doi-asserted-by":"crossref","first-page":"425","DOI":"10.2307\/30036540","volume":"27","author":"V Venkatesh","year":"2003","unstructured":"Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: toward a unified view. Management Information Systems Quarterly, 27(3), 425\u2013478.","journal-title":"Management Information Systems Quarterly"},{"key":"9802_CR105","volume-title":"Consumer acceptance and use of information technology: extending the unified theory of acceptance and use of technology","author":"V Venkatesh","year":"2012","unstructured":"Venkatesh, V., Thong, J. Y., and Xu, X. (2012). Consumer acceptance and use of information technology: extending the unified theory of acceptance and use of technology."},{"issue":"4","key":"9802_CR106","doi-asserted-by":"crossref","first-page":"198","DOI":"10.1016\/j.intmar.2011.11.004","volume":"26","author":"X Wang","year":"2012","unstructured":"Wang, X., Yu, C., & Wei, Y. (2012). Social media peer communication and impacts on purchase intentions: a consumer socialization framework. Journal of Interactive Marketing, 26(4), 198\u2013208.","journal-title":"Journal of Interactive Marketing"},{"key":"9802_CR107","unstructured":"Waters, R. and Bond, S. (2017). US moves step closer to overturning broadband privacy regulations. Financial Times. Retrieved from https:\/\/www.ft.com\/content\/fbb144fa-1411-11e7-80f4-13e067d5072c ."},{"issue":"4","key":"9802_CR108","doi-asserted-by":"crossref","first-page":"362","DOI":"10.1108\/QMR-06-2013-0041","volume":"16","author":"A Whiting","year":"2013","unstructured":"Whiting, A., & Williams, D. (2013). Why people use social media: a uses and gratifications approach. Qualitative Market Research: An International Journal, 16(4), 362\u2013369.","journal-title":"Qualitative Market Research: An International Journal"},{"issue":"7","key":"9802_CR109","doi-asserted-by":"crossref","first-page":"937","DOI":"10.1108\/02635570510616120","volume":"105","author":"JJ Wu","year":"2005","unstructured":"Wu, J. J., & Chang, Y. S. (2005). Towards understanding members\u2019 interactivity, trust, and flow in online travel community. Industrial Management and Data Systems, 105(7), 937\u2013954.","journal-title":"Industrial Management and Data Systems"},{"issue":"9\u201310","key":"9802_CR110","first-page":"1025","volume":"63","author":"J-J Wu","year":"2010","unstructured":"Wu, J.-J., Chen, Y.-H., & Chung, Y.-S. (2010). Trust factors influencing virtual community members: a study of transaction communities. Journal of Business Research, 63(9\u201310), 1025\u20131032.","journal-title":"Journal of Business Research"},{"issue":"1","key":"9802_CR111","first-page":"128","volume":"3","author":"Yulihasri","year":"2011","unstructured":"Yulihasri, Islam, M. A., & Daud, K. A. K. (2011). Factors that influence customers\u2019 buying intention on shopping online. International Journal of marketing studies, 3(1), 128.","journal-title":"International Journal of marketing studies"},{"issue":"8","key":"9802_CR112","doi-asserted-by":"crossref","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"},{"issue":"2","key":"9802_CR113","doi-asserted-by":"crossref","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"},{"key":"9802_CR114","doi-asserted-by":"crossref","first-page":"189","DOI":"10.1016\/j.chb.2014.10.050","volume":"43","author":"IA Zolkepli","year":"2015","unstructured":"Zolkepli, I. A., & Kamarulzaman, Y. (2015). Social media adoption: The role of media needs and innovation characteristics. Computers in Human Behavior, 43, 189\u2013209.","journal-title":"Computers in Human Behavior"}],"container-title":["Information Systems Frontiers"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10796-017-9802-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10796-017-9802-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10796-017-9802-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,4]],"date-time":"2019-10-04T14:10:10Z","timestamp":1570198210000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10796-017-9802-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,10,15]]},"references-count":114,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2018,6]]}},"alternative-id":["9802"],"URL":"https:\/\/doi.org\/10.1007\/s10796-017-9802-y","relation":{},"ISSN":["1387-3326","1572-9419"],"issn-type":[{"value":"1387-3326","type":"print"},{"value":"1572-9419","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,10,15]]}}}