Users’ Information Disclosure Determinants in Social Networking Sites: A Systematic Literature Review
Commenced in January 2007
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Users’ Information Disclosure Determinants in Social Networking Sites: A Systematic Literature Review

Authors: Wajdan Al Malwi, Karen Renaud, Lewis Mackenzie

Abstract:

The privacy paradox describes a phenomenon whereby there is no connection between stated privacy concerns and privacy behaviours. We need to understand the underlying reasons for this paradox if we are to help users to preserve their privacy more effectively. In particular, the Social Networking System (SNS) domain offers a rich area of investigation due to the risks of unwise information disclosure decisions. Our study thus aims to untangle the complicated nature and underlying mechanisms of online privacy-related decisions in SNSs. In this paper, we report on the findings of a Systematic Literature Review (SLR) that revealed a number of factors that are likely to influence online privacy decisions. Our deductive analysis approach was informed by Communicative Privacy Management (CPM) theory. We uncovered a lack of clarity around privacy attitudes and their link to behaviours, which makes it challenging to design privacy-protecting SNS platforms and to craft legislation to ensure that users’ privacy is preserved.

Keywords: Privacy paradox, self-disclosure, privacy attitude, privacy behaviour, social networking sites.

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[1] D. M. Boyd and N. B. Ellison, “Social network sites: Definition, history, and scholarship,” J. Comput. Commun., vol. 13, no. 1, pp. 210-30. 2007.
[2] R. Gross, A. Acquisti, and H. J. Heinz, “Information revelation and privacy in online social networks,” in WPES’05: Proceedings of the 2005 ACM Workshop on Privacy in the Electronic Society, pp. 71-80. 2005.
[3] S. B. Barnes, “A privacy paradox: Social networking in the United States”, vol. 11, no. 9, 4 September, First Monday, 2006.
[4] A. L. Young and A. Quan-Haase, “Information revelation and internet privacy concerns on social network sites,” Proceedings of the Fourth International Conference on Communities and Technologies, pp. 265, 2009.
[5] F. Xu, K. Michael, and X. Chen, “Factors affecting privacy disclosure on social network sites: An integrated model,” Electron. Commer. Res., vol. 13, no. 2, pp. 151–168, 2013.
[6] A. Gruzd and Á. Hernández-García, “Privacy Concerns and Self-Disclosure in Private and Public Uses of Social Media,” Cyberpsychology, Behav. Soc. Netw., vol. 21, no. 7, pp. 418–428, 2018.
[7] M. Jozani, E. Ayaburi, M. Ko, and K. K. R. Choo, “Privacy concerns and benefits of engagement with social media-enabled apps: A privacy calculus perspective,” Comput. Human Behav., vol. 107, no. January, p. 106260, 2020.
[8] B. Kitchenham, “Procedures for performing systematic reviews,” Keele Univ. Natl. ICT Aust., 2004.
[9] Govani and Pashley, “Student Awareness of the Privacy Implications When Using Facebook,” Educ. Law, vol. 9, pp. 1-17, 2005.
[10] F. Stutzman, R. Capra, and J. Thompson, “Factors mediating disclosure in social network sites,” Comput. Human Behav., vol. 27, no. 1, pp. 590–598, Jan. 2011.
[11] H. Krasnova and N. F. Veltri, “Privacy calculus on social networking sites: Explorative evidence from Germany and USA,” Proc. Annu. Hawaii Int. Conf. Syst. Sci., pp. 1–10, 2010.
[12] A. L. Young and A. Quan-Haase, “Privacy Protection Strategies on Facebook: The Internet privacy paradox revisited,” Inf. Commun. Soc., vol. 16, no. 4, pp. 479–500, 2013.
[13] S. Petronio, “Communication Boundary Management: A Theoretical Model of Managing Disclosure of Private Information Between Marital Couples,” Commun. Theory, vol. 1, no. 4, 1991.
[14] C. Y. Lai and H. L. Yang, “Determinants of individuals’ self-disclosure and instant information sharing behavior in micro-blogging,” New Media Soc., vol. 17, no. 9, pp. 1454-1472, 2015.
[15] H. Krasnova, S. Spiekermann, K. Koroleva, and T. Hildebrand, “Online social networks: why we disclose,” J. Inf. Technol., vol. 25, pp. 109–125, 2010.
[16] J. L. Gibbs, N. B. Ellison, and R. D. Heino, “Self-Presentation in Online Personals,” Communic. Res., vol. 33, no. 2, pp. 152-177, 2006.
[17] Z. Tufekci, “Can You See Me Now? Audience and Disclosure Regulation in Online Social Network Sites,” Bull. Sci. Technol. Soc., vol. 28, no. 1, pp. 20-36, 2008.
[18] L. N. Zlatolas, T. Welzer, M. Heričko, and M. Hölbl, “Privacy antecedents for SNS self-disclosure: The case of Facebook,” Comput. Human Behav., vol. 45, pp. 158–167, Apr. 2015.
[19] T. Dienlin and M. J. Metzger, “An Extended Privacy Calculus Model for SNSs: Analyzing Self-Disclosure and Self-Withdrawal in a Representative U.S. Sample,” Journal of Computer-Mediated Communication, vol. 21, no. 5, pp. 368-383, 2016.
[20] J. Min and B. Kim, “How are people enticed to disclose personal information despite privacy concerns in social network sites? the calculus between benefit and cost,” Journal of the Association for Information Science and Technology, vol. 66, no. 4, pp. 839-857, 2015.
[21] Z. Liu and X. Wang, “How to regulate individuals’ privacy boundaries on social network sites: A cross-cultural comparison,” Inf. Manag., vol. 55, no. 8, pp. 1005–1023, Dec. 2018.
[22] H. Lee, H. Park, and J. Kim, “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,” Int. J. Hum. Comput. Stud., vol. 71, no. 9, pp. 862–877, 2013.
[23] K. Li, L. Cheng, and C. I. Teng, “Voluntary sharing and mandatory provision: Private information disclosure on social networking sites,” Inf. Process. Manag., vol. 57, no. 1, p. 102128, Jan. 2020.
[24] B. Contena, Y. Loscalzo, and S. Taddei, “Surfing on Social Network Sites: A comprehensive instrument to evaluate online self-disclosure and related attitudes,” Comput. Human Behav., vol. 49, pp. 30–37, Aug. 2015.
[25] T. Alashoor, S. Han, and R. C. Joseph, “Familiarity with big data, privacy concerns, and self-disclosure accuracy in social networking websites: An APCO model,” Commun. Assoc. Inf. Syst., vol. 41, no. August, pp. 62–96, 2017.
[26] C. W. Chang and J. Heo, “Visiting theories that predict college students’ self-disclosure on Facebook,” Comput. Human Behav., vol. 30, pp. 79–86, Jan. 2014.
[27] L. N. Zlatolas, T. Welzer, M. Hölbl, M. Heričko, and A. K. Kamišalíc, “A Model of Perception of Privacy, Trust, and Self-Disclosure on Online Social Networks.” Entropy, vol. 21, no. 8, pp. 772.
[28] P. K. Masur and M. Scharkow, “Disclosure Management on Social Network Sites: Individual Privacy Perceptions and User-Directed Privacy Strategies,” Soc. Media Soc., vol. 2, no. 1, 2016.
[29] Z. Jingzhi, W. Weiquan, K. Lara, and K. Sung, “Actual privacy self-disclosure on online social network sites: Reflective-impulsive model,” 26th Eur. Conf. Inf. Syst. Beyond Digit. - Facet. Socio-Technical Chang. ECIS, 2018.
[30] M. J. K. Choon, “Revisiting the privacy paradox on social media: An analysis of privacy practices associated with Facebook and Twitter,” Can. J. Commun., vol. 43, no. 2, 2018.
[31] E. Christofides, A. Muise, and S. Desmarais, “Information disclosure and control on Facebook: are they two sides of the same coin or two different processes?,” Cyberpsychol. Behav., vol. 12, no. 3, pp. 341-345, 2009.
[32] H. Xu, T. Dinev, H. Jeff Smith, P. Hart, and H. Jeff, “Examining the Formation of Individual’ s Privacy Concerns: Toward an Integrative View, ICIS, 2008.
[33] M. Koohikamali, D. A. Peak, and V. R. Prybutok, “Beyond self-disclosure: Disclosure of information about others in social network sites,” Comput. Human Behav., vol. 69, pp. 29–42, Apr. 2017.
[34] Y. H. Choi and N. N. Bazarova, “Self-Disclosure Characteristics and Motivations in Social Media: Extending the Functional Model to Multiple Social Network Sites,” Hum. Commun. Res.,vol. 41, no. 4, pp. 480-500, 2015.
[35] H. T. Chen, “Revisiting the Privacy Paradox on Social Media with an Extended Privacy Calculus Model: The Effect of Privacy Concerns, Privacy Self-Efficacy, and Social Capital on Privacy Management,” Am. Behav. Sci., vol. 62, no. 10, pp. 1392-1412, 2018.
[36] Z. Liu, X. Wang, and J. Liu, “How digital natives make their self-disclosure decisions: a cross-cultural comparison,” Inf. Technol. People, vol. 33, no. 2, pp. 5380-558, 2019.
[37] H. Krasnova, O. Günther, S. Spiekermann, and K. Koroleva, “Privacy concerns and identity in online social networks,” Identity Inf. Soc., vol. 2, no. 1, pp. 39–63, 2009.
[38] H. Krasnova, E. Kolesnikova, and O. Günther, “‘It won’t happen to me!’: Self-disclosure in online social networks,” 15th Am. Conf. Inf. Syst. 2009, AMCIS, vol. 4, pp. 2559–2567, 2009.
[39] S. Taddei and B. Contena, “Privacy, trust and control: Which relationships with online self-disclosure?,” Comput. Human Behav., vol. 29, no. 3, pp. 821–826, May 2013.
[40] H. Krasnova, N. F. Veltri, and O. Günther, “2132xSelf-disclosure and privacy calculus on social networking sites: The role of culture intercultural dynamics of privacy calculus,” Bus. Inf. Syst. Eng., vol. 4, no. 3, pp. 127–135, 2012.
[41] G. Oppong et al., “Examining Self-Disclosure on Social Networking Sites: A Flow Theory and Privacy Perspective.” Behavioral Sciences, vol. 8, no. 6, pp. 58.
[42] A. Heravi, S. Mubarak, and K. K. Raymond Choo, “Information privacy in online social networks: Uses and gratification perspective,” Comput. Human Behav., vol. 84, pp. 441–459, Jul. 2018.
[43] J. Fogel and E. Nehmad, “Internet social network communities: Risk taking, trust, and privacy concerns,” Comput. Human Behav., vol. 25, no. 1, pp. 153–160, Jan. 2009.
[44] M. Tsay-Vogel, J. Shanahan, and N. Signorielli, “Social media cultivating perceptions of privacy: A 5-year analysis of privacy attitudes and self-disclosure behaviours among Facebook users,” New Media Soc., vol. 20, no. 1, pp. 141-161, 2018.
[45] F. Stutzman, J. Vitak, N. B. Ellison, R. Gray, and C. Lampe, “Privacy in interaction: Exploring disclosure and social capital in Facebook,” in Proceedings of the 6th International AAAI Conference on Weblogs and Social Media, 2012.
[46] E. Tzortzaki, A. Kitsiou, M. Sideri, and S. Gritzalis, “Self-disclosure, Privacy concerns and Social Capital benefits interaction in FB: A case study,” in Proceedings of the 20th Pan-Hellenic Conference on Informatics, pp. 1-6, 2016.
[47] M. Taddicken, “The ‘Privacy Paradox’ in the Social Web: The Impact of Privacy Concerns, Individual Characteristics, and the Perceived Social Relevance on Different Forms of Self-Disclosure1,” J. Comput. Commun., vol. 19, no. 2, pp. 248–273, 2014.
[48] C. Shane-Simpson, A. Manago, N. Gaggi, and K. Gillespie-Lynch, “Why do college students prefer Facebook, Twitter, or Instagram? Site affordances, tensions between privacy and self-expression, and implications for social capital,” Comput. Human Behav., vol. 86, pp. 276–288, Sep. 2018.
[49] B. Davazdahemami, A. Luse, B. Hammer, and P. Kalgotra, “The role of parallelism in resolving the privacy paradox of information disclosure in social networks,” in International Conference on Information Systems, ICIS, 2018.
[50] H. Xu, T. Dinev, H. J. Smith, and P. Hart, “Examining the formation of individual’s privacy concerns: Toward an integrative view,” Int. Conf. Inf. Syst. Proc., 2008.
[51] C. Dwyer, S. R. Hiltz, and K. Passerini, “Trust and privacy concern within social networking sites: A comparison of Facebook and MySpace,” in Association for Information Systems - 13th Americas Conference on Information Systems, AMCIS: Reaching New Heights, 2007.
[52] A. Kitsiou, E. Tzortzaki, M. Sideri, and S. Gritzalis, “Digital privacy and social capital on social network sites. friends or foes?,” in 6th Workshop on Socio-Technical Aspects in Security and Trust, 2016.
[53] S. Utz and N. C. Kramer, “The privacy paradox on social network sites revisited: The role of individual characteristics and group norms,” J. Psychosoc. Res. Cybersp., vol. 3, no. 2, 2009.
[54] T. Kroll and S. Stieglitz, “Digital nudging and privacy: improving decisions about self-disclosure in social networks” Behav. Inf. Technol., vol 40., no. 1, pp. 1-19, 2019.
[55] Z. Liu, X. Wang, Q. Min, and W. Li, “The effect of role conflict on self-disclosure in social network sites: An integrated perspective of boundary regulation and dual process model,” Inf. Syst. J., vol. 29, no. 2, pp. 279-316, 2019.
[56] H. T. Chen and W. Chen, “Couldn’t or wouldn’t? the influence of privacy concerns and self-efficacy in privacy management on privacy protection,” Cyberpsychology, Behav. Soc. Netw., vol. 18, no. 1, pp. 13-19, 2015.
[57] A. Chennamaneni and A. Taneja, “Communication privacy management and self-disclosure on social media - A case of Facebook,” 2015 Am. Conf. Inf. Syst. AMCIS, pp. 1–11, 2015.
[58] W. Xie and C. Kang, “See you, see me: Teenagers’ self-disclosure and regret of posting on social network site,” Comput. Human Behav., vol. 52, pp. 398–407, Jun. 2015.
[59] M. Walrave, I. Vanwesenbeeck, and W. Heirman, “Connecting and protecting? Comparing predictors of self-disclosure and privacy settings use between adolescents and adults,” Cyberpsychology, vol., 6, no. 1, 2012.
[60] P. Li, H. Cho, and Z. H. Goh, “Unpacking the process of privacy management and self-disclosure from the perspectives of regulatory focus and privacy calculus,” Telemat. Informatics, vol. 41, pp. 114–125, Aug. 2019.
[61] E. L. Spottswood and J. T. Hancock, “Should I Share That? Prompting Social Norms That Influence Privacy Behaviors on a Social Networking Site,” J. Comput. Commun., vol. 22, no. 2, pp. 55-70, 2017.
[62] C. Christy, L. Z. W. Y., and C. T. K. H., “Self-disclosure in social networking sites: The role of perceived cost, perceived benefits and social influence,” Internet Res., vol. 25, no. 2, pp. 279–299, Jan. 2015.
[63] F. Youssouf Osman and N. Z. A. Rahim, “Self-disclosure and Social network sites users’ awareness,” Int. Conf. Res. Innov. Inf. Syst. ICRIIS’11, 2011.
[64] M. Bartsch and T. Dienlin, “Control your Facebook: An analysis of online privacy literacy,” Comput. Human Behav., vol. 56, pp. 147–154, Mar. 2016.
[65] P. B. Brandtzæg, M. Lüders, and J. H. Skjetne, “Too many facebook ‘Friends’? Content sharing and sociability versus the need for privacy in social network sites,” Int. J. Hum. Comput. Interact., vol. 26, no. 11-12, pp. 1006-1030, 2010.
[66] S. Trepte and L. Reinecke, “The reciprocal effects of social network site use and the disposition for self-disclosure: A longitudinal study,” Comput. Human Behav., vol. 29, no. 3, pp. 1102–1112, May 2013.
[67] C. Hallam and G. Zanella, “Online self-disclosure: The privacy paradox explained as a temporally discounted balance between concerns and rewards,” Comput. Human Behav., vol. 68, pp. 217–227, Mar. 2017.
[68] N. N. Bazarova and Y. H. Choi, “Self-disclosure in social media: Extending the functional approach to disclosure motivations and characteristics on social network sites,” J. Commun., vol. 64, no. 4, pp. 635–657, 2014.
[69] R. M. Walsh, A. L. Forest, and E. Orehek, “Self-disclosure on social media: The role of perceived network responsiveness,” Comput. Human Behav., vol. 104, p. 106162, Mar. 2020.
[70] Wheeless, L. R., & Grotz, J. (1976). Conceptualization and measurement of reported self disclosure. Human Communication Research, vol. 2, no. 4, pp. 338-346. doi:10.1111/j.14682958.1976.tb00494.
[71] Altman, I., & Taylor, D. A. (1973). Social penetration: The development of interpersonal relationships, Holt, Rinehart & Winston.