Blinded by the light: Illuminating the dark side of social network use through content analysis

The present study reveals the results of a content analysis of the descriptive, textual communication, and photo content found in 208 college student Facebook profiles. An a priori coding scheme was developed for this investigation based on (1) news reports and stories on controversies surrounding online social network use, (2) research on social uses of the Internet, and (3) insights from the author, a longtime Facebook user. Results show that all categories of controversial content were more frequent than any of the prosocial content categories, suggesting that there is an overrepresentation of negative content on Facebook, even though many of the specific frequencies are low. In addition, the vast majority of students did not disclose personal contact information on their profiles, and males and females differed in the amount of personal contact information and controversial content disclosed. The study results document the nature of online social network content and point to possible effects of displaying and/or being exposed to controversial content online.

[1]  Homero Gil de Zúñiga,et al.  Social Media Use for News and Individuals' Social Capital, Civic Engagement and Political Participation , 2012, J. Comput. Mediat. Commun..

[2]  Richard D. Waters,et al.  Using Video to Build an Organization's Identity and Brand: A Content Analysis of Nonprofit Organizations' YouTube Videos , 2011 .

[3]  Michelle Everson,et al.  Social media and the introductory statistics course , 2013, Comput. Hum. Behav..

[4]  Keith Roe,et al.  The Impact of Adolescents' News and Action Movie Viewing on Risky Driving Behavior: A Longitudinal Study , 2011 .

[5]  Karyn Riddle,et al.  Always on My Mind: Exploring How Frequent, Recent, and Vivid Television Portrayals Are Used in the Formation of Social Reality Judgments , 2010 .

[6]  Anthony M. Limperos,et al.  The 2008 Presidential Election, 2.0: A Content Analysis of User-Generated Political Facebook Groups , 2010 .

[7]  Craig Ross,et al.  Personality and social characteristics of Facebook non-users and frequent users , 2013, Comput. Hum. Behav..

[8]  Toni Greif,et al.  Computer technology, digital transactions, and legal discovery: a phenomenological study of possible paradoxes , 2007 .

[9]  Joshua Fogel,et al.  Internet social network communities: Risk taking, trust, and privacy concerns , 2009, Comput. Hum. Behav..

[10]  N. Willard.  Cyberbullying and Cyberthreats: Responding to the Challenge of Online Social Aggression, Threats, and Distress , 2007 .

[11]  Todd Wolynn,et al.  Using social media to promote and support breastfeeding. , 2012, Breastfeeding medicine : the official journal of the Academy of Breastfeeding Medicine.

[12]  K. Mitchell,et al.  Online Harassment in Context: Trends From Three Youth Internet Safety Surveys (2000, 2005, 2010) , 2013 .

[13]  Michele L. Ybarra,et al.  Online "predators" and their victims: myths, realities, and implications for prevention and treatment. , 2008, The American psychologist.

[14]  Andrew F. Johnson,et al.  Employers' Use of Social Networking Sites in the Selection Process , 2012 .

[15]  James Shanahan,et al.  Cultivation and Spiral of Silence Effects: The Case of Smoking , 2004 .

[16]  Brandon Van Der Heide,et al.  Self-Generated Versus Other-Generated Statements and Impressions in Computer-Mediated Communication , 2009, Commun. Res..

[17]  David Westerman,et al.  Where the Gates Matter Less: Ethnicity and Perceived Source Credibility in Social Media Health Messages , 2013 .

[18]  S. Perren,et al.  Is Cyberbullying Worse than Traditional Bullying? Examining the Differential Roles of Medium, Publicity, and Anonymity for the Perceived Severity of Bullying , 2012, Journal of Youth and Adolescence.

[19]  L. Gross,et al.  Growing Up with Television: Cultivation Processes , 2002 .

[20]  Dmitri Williams,et al.  Virtual Cultivation: Online Worlds, Offline Perceptions , 2006 .

[21]  Marko M. Skoric,et al.  Facebook bullying: An extension of battles in school , 2013, Comput. Hum. Behav..

[22]  Jeffrey T. Hancock,et al.  Mirror, Mirror on my Facebook Wall: Effects of Exposure to Facebook on Self-Esteem , 2011, Cyberpsychology Behav. Soc. Netw..

[23]  冯利芳.  Facebook , 2020, The SAGE International Encyclopedia of Mass Media and Society.

[24]  Michael J. Hart.  A study on the motives of high school and undergraduate college students for using the social network site Facebook , 2010 .

[25]  Patric R. Spence,et al.  How much Klout do you have ... A test of system generated cues on source credibility , 2013, Comput. Hum. Behav..

[26]  B. R. Schlenker.  Impression Management: The Self-Concept, Social Identity, and Interpersonal Relations , 1980 .

[27]  Milton K. Erman.  Pharmacologic therapy : Melatonin, antidepressants, and other agents , 2007 .

[28]  Patric R. Spence,et al.  Exploring the impact of ethnic identity through other-generated cues on perceptions of spokesperson credibility , 2013, Comput. Hum. Behav..

[29]  Steve Chi-Yin Yuen,et al.  Educational use of social networking technology in higher education , 2010 .

[30]  Chao Wen,et al.  It is not for fun: An examination of social network site usage , 2012, Inf. Manag..

[31]  Robert M. Peterson,et al.  Social Media’s Influence on Business-to-Business Sales Performance , 2012 .

[32]  Aaron Smith,et al.  Social Media & Mobile Internet Use among Teens and Young Adults. Millennials. , 2010 .

[33]  William H. Ross,et al.  Should human resource managers use social media to screen job applicants? Managerial and legal issues in the USA , 2012 .

[34]  Janis Wolak,et al.  Online “predators” and their victims: Myths, realities, and implications for prevention and treatment , 2010 .

[35]  Gloria J. Nobles.  Social networking: Indicators that connect instruction and learning in online courses , 2011 .

[36]  A. Finder.  For Some, Online Persona Undermines a Résumé , 2006 .

[37]  Jan Van den Bulck,et al.  Benchmarking the cultivation approach to video game effects: a comparison of the correlates of TV viewing and game play. , 2004, Journal of adolescence.

[38]  Kimberly A. Neuendorf,et al.  The Content Analysis Guidebook , 2001 .

[39]  Terrance E. Dillard.  Privacy and security implications of undergraduate students using Facebook: A quantitative examination , 2011 .

[40]  Cheri J. Simonds,et al.  The effects of teacher self‐disclosure via Facebook on teacher credibility , 2009 .

[41]  Klaus Krippendorff,et al.  Content Analysis: An Introduction to Its Methodology , 1980 .

[42]  Amanda L. Forest,et al.  When Social Networking Is Not Working , 2012, Psychological science.

[43]  B. Gunter.  Media Research Methods , 2000 .

[44]  Dan Costin,et al.  The Relationship Between Facebook and the Well-Being of Undergraduate College Students , 2011, Cyberpsychology Behav. Soc. Netw..

[45]  Tracii Ryan,et al.  Who uses Facebook? An investigation into the relationship between the Big Five, shyness, narcissism, loneliness, and Facebook usage , 2011, Comput. Hum. Behav..

[46]  Pamela Brubaker,et al.  Facebook: examining the information presented and its impact on stakeholders , 2013 .

[47]  Sabrina C. Eimler,et al.  Men Are from Mars, Women Are from Venus? Examining Gender Differences in Self-Presentation on Social Networking Sites , 2012, Cyberpsychology Behav. Soc. Netw..

[48]  Anne Oeldorf-Hirsch.  Engagement with News Content in Online Social Networks. , 2011 .

[49]  Daniel Firpo,et al.  The Use of Facebook in an Introductory MIS Course: Social Constructivist Learning Environment* , 2012 .

[50]  Keith Roe,et al.  The impact of adolescents' music video viewing on risky driving , 2011 .

[51]  Reynol Junco,et al.  The relationship between frequency of Facebook use, participation in Facebook activities, and student engagement , 2012, Comput. Educ..

[52]  Linda Shields,et al.  Content Analysis , 2015 .

[53]  Hsiang Iris Chyi,et al.  News and the Overloaded Consumer: Factors Influencing Information Overload Among News Consumers , 2012, Cyberpsychology Behav. Soc. Netw..

[54]  Lois Kelly.  Beyond Buzz: The Next Generation of Word-of-Mouth Marketing , 2007 .

[55]  Gwendolyn Seidman.  Self-presentation and belonging on Facebook: How personality influences social media use and motivations , 2013 .

[56]  Soraya Mehdizadeh,et al.  Self-Presentation 2.0: Narcissism and Self-Esteem on Facebook , 2010, Cyberpsychology Behav. Soc. Netw..

[57]  Patti M. Valkenburg,et al.  Friend Networking Sites and Their Relationship to Adolescents' Well-Being and Social Self-Esteem , 2006, Cyberpsychology Behav. Soc. Netw..

[58]  S. Bull,et al.  Social media-delivered sexual health intervention: a cluster randomized controlled trial. , 2012, American journal of preventive medicine.

[59]  R. Weber.  Basic Content Analysis , 1986 .

[60]  Samuel D. Gosling,et al.  Manifestations of Personality in Online Social Networks: Self-Reported Facebook-Related Behaviors and Observable Profile Information , 2011, Cyberpsychology Behav. Soc. Netw..

[61]  Gregory D. Saxton,et al.  Information, Community, and Action: How Nonprofit Organizations Use Social Media , 2011, J. Comput. Mediat. Commun..

[62]  Kelly Fudge Albada,et al.  The relationship between college students' schema regarding alcohol use, their television viewing patterns, and their previous experience with alcohol. , 2003, Health communication.

[63]  E. Katz,et al.  The Uses of Mass Communications: Current Perspectives on Gratifications Research. Sage Annual Reviews of Communication Research Volume III. , 1975 .

[64]  A. van Knippenberg,et al.  It takes two to mimic: behavioral consequences of self-construals. , 2003, Journal of personality and social psychology.

[65]  Juliane M. Stopfer,et al.  Facebook Profiles Reflect Actual Personality, Not Self-Idealization , 2010, Psychological science.

[66]  Sanja Kapidzic,et al.  Narcissism as a Predictor of Motivations Behind Facebook Profile Picture Selection , 2013, Cyberpsychology Behav. Soc. Netw..

[67]  S. Thompson,et al.  Frazzled by Facebook? An Exploratory Study of Gender Differences in Social Network Communication among Undergraduate Men and Women , 2012 .

[68]  E. D. Vaughn,et al.  The Writing on the (Facebook) Wall: The Use of Social Networking Sites in Hiring Decisions , 2011 .

[69]  Vincent Cicchirillo.  The effects of priming racial stereotypes through violent video games , 2009 .

[70]  K. Roe,et al.  Excellent gamer, excellent driver? The impact of adolescents' video game playing on driving behavior: a two-wave panel study. , 2011, Accident; analysis and prevention.

[71]  O. Holsti.  Content Analysis for the Social Sciences and Humanities , 1969 .

[72]  Monu Bedi,et al.  Facebook and Interpersonal Privacy: Why the Third Party Doctrine Should not Apply, 54 B.C. L. Rev. 1 (2013),Reprinted in Def. L. J. , Spring 2014,Adopted for Search & Seizure L. Rep., May 2013 , 2012 .

[73]  Maria Victoria Cardona-Divale.  Student Interaction and Community Building: An Evaluation of Social Networking in Online Learning Environments. , 2012 .

[74]  Mario Guerrero,et al.  Facebook and political engagement: A study of online political group membership and offline political engagement , 2012, Comput. Hum. Behav..

[75]  Megan Landry,et al.  Public Health Interventions: Reaching Latino Adolescents via Short Message Service and Social Media , 2012, Journal of medical Internet research.

[76]  Lindsay H. Hoffman,et al.  All the news that's fit to post: A profile of news use on social networking sites , 2012, Comput. Hum. Behav..