Alexa (2017). The top 500 sites on the web. Retrieved April 1, 2018, from: https://www.alexa.com/topsites.
Alhabash, S., & Ma, M. (2017). A tale of four platforms: Motivations and uses of Facebook, Twitter, Instagram, and Snapchat among college students? Social Media+ Society. https://doi.org/10.1177/2056305117691544.
Alhabash, S., Chiang, Y. H., & Huang, K. (2014). MAM & U&G in Taiwan: Differences in the uses and gratifications of Facebook as a function of motivational reactivity. Computers in Human Behavior, 35, 423–430.
Allport, G. (1961). Pattern and growth in personality. New York: Holt, Rinehart, &Winston.
Amichai-Hamburger, Y., & Vinitzky, G. (2010). Social network use and personality. Computers in Human Behavior, 26(6), 1289–1295.
Andreassen, C. S., Torsheim, T., Brunborg, G. S., & Pallesen, S. (2012). Development of a Facebook addiction scale. Psychological Reports, 110(2), 501–517.
Andreassen, C. S., Griffiths, M. D., Gjertsen, S. R., Krossbakken, E., Kvam, S., & Pallesen, S. (2013). The relationships between behavioral addictions and the five-factor model of personality. Journal of Behavioral Addictions, 2(2), 90–99.
Andreassen, C. S., Pallesen, S., & Griffiths, M. D. (2017). The relationship between addictive use of social media, narcissism, and self-esteem: Findings from a large national survey. Addictive Behaviors, 64, 287–293.
Bachrach, Y., Kosinski, M., Graepel, T., Kohli, P., & Stillwell, D. (2012, June). Personality and patterns of Facebook usage. In Proceedings of the 4th Annual ACM Web Science Conference (pp. 24–32). New York: Association for Computer Machinery.
Balakrishnan, J., & Griffiths, M. D. (2017). Social media addiction: What is the role of content in YouTube? Journal of Behavioral Addictions, 6(3), 364–377.
Bányai, F., Zsila, Á., Király, O., Maraz, A., Elekes, Z., Griffiths, M. D., et al. (2017). Problematic social media use: Results from a large-scale nationally representative adolescent sample. PLoS ONE, 12(1), e0169839.
Beaton, D. E., Bombardier, C., Guillemin, F., & Ferraz, M. B. (2000). Guidelines for the process of cross-cultural adaptation of self-report measures. Spine, 25, 3186–3191.
Błachnio, A., Przepiorka, A., & Rudnicka, P. (2016). Narcissism and self-esteem as predictors of dimensions of Facebook use. Personality and Individual Differences, 90, 296–301.
Boyd, D. M., & Ellison, N. B. (2007). Social network sites: Definition, history, and scholarship. Journal of Computer-Mediated Communication, 13(1), 210–230.
Burgess, J., & Green, J. (2009). YouTube: digital media and society series. Cambridge: Polity.
Center For Generational Kinetics (2016). Top 10 Gen Z questions answered. Retrieved April 1, 2018, from: http://genhq.com/igen-gen-z-generation-z-centennials-info/.
Chen, G. M. (2011). Tweet this: A uses and gratifications perspective on how active Twitter use gratifies a need to connect with others. Computers in Human Behavior, 27(2), 755–762.
Chen, H. T., & Kim, Y. (2013). Problematic use of social network sites: The interactive relationship between gratifications sought and privacy concerns. Cyberpsychology, Behavior, and Social Networking, 16(11), 806–812.
Cheng, H., & Furnham, A. (2002). Personality, peer relations, and self-confidence as predictors of happiness and loneliness. Journal of Adolescence, 25(3), 327–339.
Choi, T. R., Sung, Y., Lee, J. A., & Choi, S. M. (2017). Get behind my selfies: the Big Five traits and social networking behaviors through selfies. Personality and Individual Differences, 109, 98–101.
Costa, P., & McCrae, R. (2000). Revised NEO personality inventory interpretive report. Lutz: Psychological Assessment Resources.
Curran, K., Morrison, S., & Mc Cauley, S. (2012). Google+ vs Facebook: The comparison. TELKOMNIKA (Telecommunication Computing Electronics and Control), 10(2), 379–388.
Davenport, S. W., Bergman, S. M., Bergman, J. Z., & Fearrington, M. E. (2014). Twitter versus Facebook: Exploring the role of narcissism in the motives and usage of different social media platforms. Computers in Human Behavior, 32, 212–220.
Duggan, M. (2013). Photo and video sharing grow online. In Pew research internet project Retrieved April 1, 2018, from: http://www.pewinternet.org/2013/10/28/photo-and-video-sharing-grow-online/.
Erdle, S., Gosling, S. D., & Potter, J. (2009). Does self-esteem account for the higher-order factors of the Big Five? Journal of Research in Personality, 43(5), 921–922.
Facebook (2017). Two billion people coming together on Facebook. Retrieved April 1, 2018, from: https://newsroom.fb.com/news/2017/06/two-billion-people-coming-together-on-facebook/.
Floros, G., & Siomos, K. (2013). The relationship between optimal parenting, internet addiction and motives for social networking in adolescence. Psychiatry Research, 209(3), 529–534.
Google+ (2017). About Google+. Retrieved April 1, 2018, from: https://plus.google.com/about?hl=tr.
Gosling, S. D., Rentfrow, P. J., & Swann, W. B. (2003). A very brief measure of the Big-Five personality domains. Journal of Research in Personality, 37(6), 504–528.
Grieve, R. (2017). Unpacking the characteristics of Snapchat users: A preliminary investigation and an agenda for future research. Computers in Human Behavior, 74, 130–138.
Griffiths, M. (2005). A ‘components’ model of addiction within a biopsychosocial framework. Journal of Substance Use, 10(4), 191–197.
Griffiths, M. D. (2010). The role of context in online gaming excess and addiction: Some case study evidence. International Journal of Mental Health and Addiction, 8(1), 119–125.
Griffiths, M. D. (2014). Child and adolescent social gaming: What are the issues of concern? Education and Health, 32, 9–12.
Griffiths, M. D. (2015). Adolescent gambling and gambling-type games on social networking sites: Issues, concerns, and recommendations. Aloma: Revista de Psicologia, Ciències de l'Educació i de l'Esport, 33(2), 31–37.
Griffiths, M. D., Kuss, D. J., & Demetrovics, Z. (2014). Social networking addiction: An overview of preliminary findings. In K. Rosenberg & L. Feder (Eds.), Behavioral addictions: Criteria, evidence and treatment (pp. 119–141). New York: Elsevier.
Guadagno, R. E., Okdie, B. M., & Eno, C. A. (2008). Who blogs? Personality predictors of blogging. Computers in Human Behavior, 24(5), 1993–2004.
Gunel, Ö. D. (2010). Mobbing in organizations and a research on mobbing victims’ personality characteristics. Dokuz Eylül University Social Science Institute. Journal, 12, 37–65.
Hargittai, E., & Litt, E. (2011). The tweet smell of celebrity success: Explaining variation in Twitter adoption among a diverse group of young adults. New Media & Society, 13(5), 824–842.
Haridakis, P., & Hanson, G. (2009). Social interaction and co-viewing with YouTube: Blending mass communication reception and social connection. Journal of Broadcasting & Electronic Media, 53(2), 317–335.
Hong, F. Y., Huang, D. H., Lin, H. Y., & Chiu, S. L. (2014). Analysis of the psychological traits, Facebook usage, and Facebook addiction model of Taiwanese university students. Telematics and Informatics, 31(4), 597–606.
Horzum, M. B. (2016). Examining the relationship to gender and personality on the purpose of Facebook usage of Turkish university students. Computers in Human Behavior, 64, 319–328.
Horzum, M. B., & Demirhan, E. (2017). The role of chronotype on Facebook usage aims and attitudes towards Facebook and its features. Computers in Human Behavior, 73, 125–131.
Hou, J., Ndasauka, Y., Jiang, Y., Ye, Z., Wang, Y., Yang, L., Li, X., Zhang, Y., Pang, L., Kong, Y., Xu, F., & Zhang, X. (2017). Excessive use of WeChat, social interaction and locus of control among college students in China. PLoS One, 12(8), e0183633.
Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structural analysis: Conventional criteria versus new alternatives. Structural Equation Modelling, 6(1), 1–55.
Huang, H. (2011). Social media addiction among adolescents in urban China: An examination of sociopsychological traits, uses and gratifications, academic performance, and social capital. Doctoral dissertation, Chinese University of Hong Kong.
Hughes, D. J., Rowe, M., Batey, M., & Lee, A. (2012). A tale of two sites: Twitter vs. Facebook and the personality predictors of social media usage. Computers in Human Behavior, 28(2), 561–569.
Instagram (2017). About us. Retrieved April 1, 2018, From: https://www.instagram.com/about/us/.
Jackson, C. A., & Luchner, A. F. (2017). Self-presentation mediates the relationship between self-criticism and emotional response to Instagram feedback. Personality and Individual Differences. https://doi.org/10.1016/j.paid.2017.04.052.
Johnson, P. R., & Yang, S. (2009). Uses and gratifications of twitter: An examination of user motives and satisfaction of twitter use. Paper presented at the annual meeting of the Association for Education in journalism and mass communication, Boston, MA.
Jonason, P. K., Li, N. P., Webster, G. D., & Schmitt, D. P. (2009). The dark triad: Facilitating a short-term mating strategy in men. European Journal of Personality, 23(1), 5–18.
Jonason, P. K., Jones, A., & Lyons, M. (2013). Creatures of the night: Chronotypes and the dark triad traits. Personality and Individual Differences, 55(5), 538–541.
Junco, R. (2013). Comparing actual and self-reported measures of Facebook use. Computers in Human Behavior, 29(3), 626–631.
Karapanos, E., Teixeira, P., & Gouveia, R. (2016). Need fulfillment and experiences on social media: A case on Facebook and WhatsApp. Computers in Human Behavior, 55, 888–897.
Katz, J. E., & Crocker, E. T. (2015). Selfies and photomessaging as visual conversation: Reports from the United States, United Kingdom, & China. International Journal of Communication, 9, 1861–1872.
Katz, E., Blumler, J. G., & Gurevitch, M. (1973). Uses and gratifications research. Public Opinion Quarterly, 37(4), 509–523.
Kemp, S. (2017a). Digital in 2017: Global overview. Retrieved April 1, 2018, from: http://wearesocial.com/uk/blog/2017/01/digital-in-2017-global-overview.
Kemp, S. (2017b). Digital in 2017: Global overview. Retrieved April 1, 2018, from: https://wearesocial.com/special-reports/digital-in-2017-global-overview.
Khan, M. L. (2017). Social media engagement: What motivates user participation and consumption on YouTube? Computers in Human Behavior, 66, 236–247.
Kim, J. W., & Chock, T. M. (2017). Personality traits and psychological motivations predicting selfie posting behaviors on social networking sites. Telematics and Informatics, 34(5), 560–571.
Kim, E. J., Namkoong, K., Ku, T., & Kim, S. J. (2008). The relationship between online game addiction and aggression, self-control and narcissistic personality traits. European Psychiatry, 23(3), 212–218.
Kircaburun, K. (2016a). Effects of gender and personality differences on twitter addiction among Turkish undergraduates. Journal of Education and Practice, 7(24), 33–42.
Kircaburun, K. (2016b). Self-esteem, daily internet use and social media addiction as predictors of depression among Turkish adolescents. Journal of Education and Practice, 7(24), 64–72.
Kircaburun, K., & Griffiths, M. (2018a). Instagram addiction and the big five of personality: the mediating role of self-liking. Journal of Behavioral Addictions, 7(1), 158–170.
Kircaburun, K., & Griffiths, M. (2018b). Problematic Instagram use: The role of perceived feeling of presence and escapism. International Journal of Mental Health and Addiction, in press.
Kircaburun, K., Demetrovics, Z., & Tosuntaş, Ş. B. (2018a). Analyzing the links between problematic social media use, dark triad traits and self-esteem. International Journal of Mental Health and Addiction, 1-12. https://doi.org/10.1007/s11469-018-9900-1.
Kircaburun, K., Kokkinos, C. M., Demetrovics, Z., Király, O., Griffiths, M. D., & Çolak, T. S. (2018b). Problematic online behaviors among adolescents and emerging adults: Associations between cyberbullying perpetration, problematic social media use and psychosocial factors. International Journal of Mental Health and Addiction, in press.
Koc, M., & Gulyagci, S. (2013). Facebook addiction among Turkish college students: The role of psychological health, demographic, and usage characteristics. Cyberpsychology, Behavior, and Social Networking, 16(4), 279–284.
Krasnova, H., Veltri, N. F., Eling, N., & Buxmann, P. (2017). Why men and women continue to use social networking sites: The role of gender differences. Journal of Strategic Information Systems, 26, 261–284.
Krause, A. E., North, A. C., & Heritage, B. (2014). The uses and gratifications of using Facebook music listening applications. Computers in Human Behavior, 39, 71–77.
Kuss, D. J., & Griffiths, M. D. (2011). Online social networking and addiction—A review of the psychological literature. International Journal of Environmental Research and Public Health, 8(9), 3528–3552.
Kuss, D. J., & Griffiths, M. D. (2017). Social networking sites and addiction: Ten lessons learned. International Journal of Environmental Research and Public Health, 14, 311.
Lambić, D. (2016). Correlation between Facebook use for educational purposes and academic performance of students. Computers in Human Behavior, 61, 313–320.
Lee, E., Lee, J. A., Moon, J. H., & Sung, Y. (2015). Pictures speak louder than words: Motivations for using Instagram. Cyberpsychology, Behavior, and Social Networking, 18(9), 552–556.
Liu, I. L. B., Cheung, C. M. K., & Lee, M. K. O. (2010). Understanding twitter usage: What drive people continue to tweet. In PACIS 2010 proceedings (p. 92). Pacific Asia Conference on Information Systems: Kaohsiung, Taiwan.
Manasijević, D., Živković, D., Arsić, S., & Milošević, I. (2016). Exploring students’ purposes of usage and educational usage of Facebook. Computers in Human Behavior, 60, 441–450.
Marino, C., Vieno, A., Pastore, M., Albery, I. P., Frings, D., & Spada, M. M. (2016). Modeling the contribution of personality, social identity and social norms to problematic Facebook use in adolescents. Addictive Behaviors, 63, 51–56.
McCrae, R. R., & John, O. P. (1992). An introduction to the five-factor model and its applications. Journal of Personality, 60(2), 175–215.
McCrae, R. R., Costa Jr., P. T., Del Pilar, G. H., Rolland, J. P., & Parker, W. D. (1998). Cross-cultural assessment of the five-factor model: The revised NEO personality inventory. Journal of Cross-Cultural Psychology, 29(1), 171–188.
Misoch, S. (2015). Stranger on the internet: Online self-disclosure and the role of visual anonymity. Computers in Human Behavior, 48, 535–541.
Moore, K., & McElroy, J. C. (2012). The influence of personality on Facebook usage, wall postings, and regret. Computers in Human Behavior, 28(1), 267–274.
Nadkarni, A., & Hofmann, S. G. (2012). Why do people use Facebook? Personality and Individual Differences, 52(3), 243–249.
Papacharissi, Z., & Rubin, A. M. (2000). Predictors of internet use. Journal of Broadcasting & Electronic Media, 44(2), 175–196.
Piffer, D. (2010). Sleep patterns and sexual selection: An evolutionary approach. Mankind Quarterly, 50(4), 361–375.
Piffer, D., Gunawardane, K. C., & Custance, D. M. (2011). Evidence of sexual selection for evening orientation in human males: A cross cultural study in Italy and Sri Lanka. Interdisciplinary Bio Central, 3(4), 13.1–13.8.
Pittman, M., & Reich, B. (2016). Social media and loneliness: Why an Instagram picture may be worth more than a thousand Twitter words. Computers in Human Behavior, 62, 155–167.
Piwek, L., & Joinson, A. (2016). “What do they snapchat about?” Patterns of use in time-limited instant messaging service. Computers in Human Behavior, 54, 358–367.
Punyanunt-Carter, N. M., De La Cruz, J. J., & Wrench, J. S. (2017). Investigating the relationships among college students' satisfaction, addiction, needs, communication apprehension, motives, and uses & gratifications with Snapchat. Computers in Human Behavior, 75, 870–875.
Quan-Haase, A., & Young, A. L. (2010). Uses and gratifications of social media: A comparison of Facebook and instant messaging. Bulletin of Science, Technology & Society, 30(5), 350–361.
Rahafar, A., Randler, C., Castellana, I., & Kausch, I. (2017). How does chronotype mediate gender effect on dark triad? Personality and Individual Differences, 108, 35–39.
Rubin, A. M. (1993). Audience activity and media use. Communications Monographs, 60(1), 98–105.
Ryan, T., & Xenos, S. (2011). Who uses Facebook? An investigation into the relationship between the Big Five, shyness, narcissism, loneliness, and Facebook usage. Computers in Human Behavior, 27(5), 1658–1664.
Ryan, T., Chester, A., Reece, J., & Xenos, S. (2014). The uses and abuses of Facebook: A review of Facebook addiction. Journal of Behavioral Addictions, 3(3), 133–148.
Satici, S. A. (2018). Facebook addiction and subjective well-being: A study of the mediating role of shyness and loneliness. International Journal of Mental Health and Addiction, 1–15. https://doi.org/10.1007/s11469-017-9862-8.
Sendurur, P., Sendurur, E., & Yilmaz, R. (2015). Examination of the social network sites usage patterns of pre-service teachers. Computers in Human Behavior, 51, 188–194.
Sheldon, P., & Bryant, K. (2016). Instagram: motives for its use and relationship to narcissism and contextual age. Computers in Human Behavior, 58, 89–97.
Smock, A. D., Ellison, N. B., Lampe, C., & Wohn, D. Y. (2011). Facebook as a toolkit: a uses and gratification approach to unbundling feature use. Computers in Human Behavior, 27(6), 2322–2329.
Sorokowska, A., Oleszkiewicz, A., Frackowiak, T., Pisanski, K., Chmiel, A., & Sorokowski, P. (2016). Selfies and personality: Who posts self-portrait photographs? Personality and Individual Differences, 90, 119–123.
Sorokowski, P., Sorokowska, A., Frackowiak, T., Karwowski, M., Rusicka, I., & Oleszkiewicz, A. (2016). Sex differences in online selfie posting behaviors predict histrionic personality scores among men but not women. Computers in Human Behavior, 59, 368–373.
Stanley, B. (2015). Uses and gratifications of temporary social media: a comparison of Snapchat and Facebook. Fullerton, CA: California State University.
Statista. (2018). Number of monthly active Twitter users worldwide from 1st quarter 2010 to 4th quarter 2017 (in millions). Retrieved April 1, 2018. In From
Utz, S., Muscanell, N., & Khalid, C. (2015). Snapchat elicits more jealousy than Facebook: A comparison of Snapchat and Facebook use. Cyberpsychology, Behavior, and Social Networking, 18(3), 141–146.
Vaterlaus, J. M., Barnett, K., Roche, C., & Young, J. A. (2016). “Snapchat is more personal”: An exploratory study on Snapchat behaviors and young adult interpersonal relationships. Computers in Human Behavior, 62, 594–601.
Wagner, K. (2015). Instagram is the fastest growing major social network. Retrieved April 1, 2018, from: https://www.recode.net/2015/1/9/11557626/instagram-is-the-fastest-growing-major-social-network.
Wan, C. (2009). Gratifications & loneliness as predictors of campus-SNS websites addiction & usage pattern among Chinese college students. Master’s Thesis, Chinese University of Hong Kong.
WhatsApp (2017). About WhatsApp. Retrieved April 1, 2018, from: https://www.whatsapp.com/about/?l=en.
Whiting, A., & Williams, D. (2013). Why people use social media: A uses and gratifications approach. Qualitative Market Research, 16(4), 362–369.
Xanidis, N., & Brignell, C. M. (2016). The association between the use of social network sites, sleep quality and cognitive function during the day. Computers in Human Behavior, 55, 121–126.
Xu, W. W., Park, J. Y., Kim, J. Y., & Park, H. W. (2016). Networked cultural diffusion and creation on YouTube: An analysis of YouTube memes. Journal of Broadcasting & Electronic Media, 60(1), 104–122.
Young, K. (2015). The evolution of internet addiction disorder. In C. Montag & M. Reuter (Eds.), Internet addiction, studies in neuroscience, psychology, and behavioral economics (pp. 3–17). New York: Springer.
Zhao, W. X., Jiang, J., Weng, J., He, J., Lim, E.-P., Yan, H., & Li, X. (2011). Comparing Twitter and traditional media using topic models. In P. Clough, C. Foley, C. Gurrin, G. J. F. Jones, W. Kraaij, H. Lee, & V. Mudoch (Eds.), Advances in information retrieval (pp. 338–349). New York: Springer.