T. Liang and E. Turban, Special Issue on Social Commerce, International Journal of Electronic Commerce, issue.2, 2009.

J. Munnukka and P. Järvi, Perceived risks and risk management of social media in an organizational context. Electronic Markets, pp.219-229, 2014.

M. J. Culnan, P. J. Mchugh, and J. I. Zubillaga, How large U.S. companies can use twitter and other social media to gain business value, MIS Quarterly Executive, vol.9, issue.4, pp.243-259, 2010.

W. Q. Burke, D. A. Fields, and Y. B. Kafai, Entering the clubhouse: case studies of young programmers joining the online scratch communities, Journal of Organizational and End User Computing, p.21, 2010.

A. T. Stephen and O. Toubia, Deriving Value from Social Commerce Networks, Journal of Marketing Research, vol.47, issue.2, pp.215-237, 2010.
DOI : 10.1509/jmkr.47.2.215

URL : http://rady.ucsd.edu/faculty/seminars/2008/papers/stephen.pdf

I. Benbasat, A program of studies to improve the communication between customers and online stores, in Human-computer Interaction and Management Information Systems, Advances in Management Information Systems, 2006.

L. Trinchera, Unobserved Heterogeneity in Structural Equation Models: a new approach to latent class detection in PLS Path Modeling, p.338, 2007.

T. J. Strader, S. N. Ramaswami, and P. A. Houle, Perceived network externalities and communication technology acceptance, European Journal of Information Systems, vol.6, issue.4, pp.54-65, 2007.
DOI : 10.1007/s00191-004-0226-8

F. Wamba, S. , and A. T. Chatfield, A contingency model for creating value from RFID supply chain network projects in logistics and manufacturing environments, European Journal of Information Systems, vol.35, issue.2, pp.615-636, 2009.
DOI : 10.1108/09600030810861189

D. Gritzalis, History of Information: The case of Privacy and Security in Social Media, Proc. of the History of Information Conference, 2014.

S. Akter, S. F. Wamba-martin, and K. E. , Big data analytics in E-commerce: a systematic review and agenda for future research Electronic Markets, 2016: p. 1-22. 13 Ethical Issues in the Big Data Industry, MIS Quarterly Executive, Forthcoming, 2015. 14. Pantelis, K. and L. Aija. Understanding the value of (big) data. in 2013 IEEE International Conference on Big Data, 2013.

G. George, M. R. Haas, and A. Pentland, Big Data and Management, Academy of Management Journal, vol.57, issue.2, pp.321-326, 2014.
DOI : 10.5465/amj.2014.4002

F. D. Davis, Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology, MIS Quarterly, vol.13, issue.3, pp.319-340, 1989.
DOI : 10.2307/249008

X. Luo, A. Gurung, and J. P. Shim, Understanding the Determinants of User Acceptance of Enterprise Instant Messaging: An Empirical Study, Journal of Organizational Computing and Electronic Commerce, vol.25, issue.2, pp.155-181, 2010.
DOI : 10.1080/10580530802384639

E. Guadagnoli and W. Velicer, Relation of sample size to the stability of component patterns., Psychological Bulletin, vol.103, issue.2, pp.265-275, 1988.
DOI : 10.1037/0033-2909.103.2.265

W. W. Chin and W. W. Chin, The partial least squares approach for structural equation modeling How to write up and report PLS analyses. Handbook of partial least squares, pp.655-690, 1998.

C. Fornell and D. F. Larcker, Evaluating Structural Equation Models with Unobservable Variables and Measurement Error, Journal of Marketing Research, vol.18, issue.1, pp.39-50, 1981.
DOI : 10.2307/3151312

F. Rahimnia and J. F. Hassanzadeh, The impact of website content dimension and e-trust on e-marketing effectiveness: The case of Iranian commercial saffron corporations. Information & Management Fosso Wamba, S. and L. Carter, Twitter Adoption and Use by Smes: An Empirical Study, The 46 Hawaii International Conferences on System Sciences (HICSS). 2013: Maui, pp.240-247, 2013.