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Litvak, Marina; Otterbacher, Jahna; Ang, Chee Siang; Atkins, David
Languages: English
Types: Unknown
Subjects: QA76
A growing body of research exploits social media behaviors to gauge psychological character- istics, though trait empathy has received little attention. Because of its intimate link to the abil- ity to relate to others, our research aims to predict participants’ levels of empathy, given their textual and friending behaviors on Facebook. Using Poisson regression, we compared the vari- ance explained in Davis’ Interpersonal Reactivity Index (IRI) scores on four constructs (em- pathic concern, personal distress, fantasy, perspective taking), by two classes of variables: 1) post content and 2) linguistic style. Our study lays the groundwork for a greater understanding of empathy’s role in facilitating interactions on social media.
  • The results below are discovered through our pilot algorithms. Let us know how we are doing!

    • Bachrach, Y., Kosinski, M., Graepel, T., Kohli, P., and Stillwell, D. (2012). Personality and Patterns of Facebook Usage. In Proceedings of ACM Web Sciences 2012.
    • Brennan, P. F., Moore, S. M., & Smyth, K. A. (1991). ComputerLink: Electronic support for the home caregiver. Advances in Nursing Science , 13 (4), 14-27.
    • Brennan, P. & Ripich, S. (1994). Use of a homecare computer network by persons with AIDS. International Journal of Technology Assessment in Health Care , 10 (2), 258-272.
    • Brizan, D. G., Goodkind, A., Koch, P., Balagani, K., Phoha, V., & Rosenberg, A. (2015). Utilizing linguistically enhanced keystroke dynamics to predict typist cognition and demographics. International Journal of HumanComputer Studies , 82, 57-68.
    • Buckels, E. E., Trapnell, P. D., & Paulhus, D. L. (2014). Trolls just want to have fun. Personality and individual Differences, 67, 97-102.
    • Buffardi, L. E, & Campbell, W. K. (2008). Narcissism and social networking websites. Personality and Social Psychology Bulletin , 34, 1303-1324.
    • Davis, M. H. (1980). A multidimensional approach to individual differences in empathy. JSAS Catalog of Selected Documents in Psychology , 85.
    • Davis, M. H. (1983). Measuring individual differences in empathy: Evidence for a multidimensional approach. Journal of Personality and Social Psychology , 44 (1), 113-126.
    • Kang, J-H & Lerman, K. (2015). User Effort and Network Structure Mediate Access to Information in Networks. arXiv preprint arXiv:1504.01760.
    • Mairesse, F. & Walker, M.A. (2008). Trainable Generation of Big-Five Personality Styles through Data-driven Parameter Estimation. In Proceedings of ACL-08: HLT, 165 173
    • Marsden, P.V. (1987). Core discussion networks of Americans. American Sociological Review, 122 131.
    • Magalhães E, Costa P, Costa M. J. (2012). Empathy of medical students and personality: evidence from the Five-Factor Model. Med Teach. 34(10), 807-812.
    • Mehdizadeh, S. (2013). Self-Presentation 2.0: Narcissism and Self-Esteem on Facebook. Cyberpsychology, Behavior, and Social Networking , 13 (4), 357-364.
    • Mittlböck, M. (2002). Caculating adjusted R2 measures for Poisson regression models. Computer Methods and Programs in Biomedicine , 68, 205-214.
    • Pennebaker, J. W. (1997). Writing about emotional experiences as a therapeutic process. Psychological Science , 8 (3), 162-166.
    • Pennebaker, J. W., King, L. A. (1999). Linguistic styles: Language use as an individual difference. Journal of Personality and Social Psychology, 77(6), 1296-1312.
    • Pennebaker, J., Francis, M., & Booth, R. (2001). Linguistic Inquiry and Word Count (LIWC): LIWC 2001. Mahwah, NJ, USA: Erlbaum.
    • Putnam, R.D. Bowling alone: The collapse and revival of American community. Simon and Schuster, New York, 2001.
    • Rogers, E. (2003). The Diffusion of Innovations. New York: Free Press.
    • Schroeder, D. A., Dovidio, J. F., Sibicky, M. E., Matthews, L. L., & Allen, J. L. (1988). Empathy and helpin g behavior: Egoism or altruism. Journal of Experimental Social Psychology , 24, 333-353.
    • Spreng, R. M. (2009). The Toronto empathy questionnaire: Scale development and initial validation of a factoranalytic solution to multiple empathy measures. Journal of Personality Assessment , 91 (1), 62-71.
    • Tetzlaff, L. (1997). Consumer informatics in chronic illness. Journal of the American Medical Informatics Association , 4 (4), 285-299.
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