Till logout do us part? Comparison of factors predicting excessive social network sites use and addiction between Singaporean adolescents and adults

This study applies the theory of planned behavior (TPB) to examine how factors in the TPB, along with personality traits (neuroticism and extraversion), need to belong, self-identity, and self-esteem relate to excessive social network sites (SNSs) use and SNSs addiction among Singaporean adolescents and adults. We conducted two nationally representative surveys of Singaporean adolescents (n=4920) and adults (n=1000). Results indicated that adolescents showed greater addiction to SNSs as compared to adults, and that there are key differences between how the antecedents relate to the two dependent variables. TPB variables were found to be associated with SNSs addiction only among adolescents. Neuroticism was a consistent antecedent of both excessive use and addiction in the two samples, while extraversion was related to the outcome variables only among adults. Self-identity has the strongest association with excessive use and addiction for both samples; self-esteem was negatively associated with the two dependent variables among adults. Implications for theory and practice were discussed. We examine factors influencing excessive social network sites use and addiction.Large-scale surveys of Singaporean adolescents and adults were conducted.Adolescents showed greater addiction to SNSs as compared to adults.Theory of planned behavior variables predicted adolescents' SNSs addiction.Neuroticism predicted excessive use and addiction in adults and adolescents.

[1]  S. Coopersmith,et al.  The antecedents of self-esteem. , 1969 .

[2]  Katie Davis,et al.  Young people's digital lives: The impact of interpersonal relationships and digital media use on adolescents' sense of identity , 2013, Comput. Hum. Behav..

[3]  A. Weinstein,et al.  Internet Addiction or Excessive Internet Use , 2010, The American journal of drug and alcohol abuse.

[4]  Silvia Casale,et al.  Adolescent Internet Addiction: Testing the Association Between Self-Esteem, the Perception of Internet Attributes, and Preference for Online Social Interactions , 2012, Cyberpsychology Behav. Soc. Netw..

[5]  C. S. Andreassen,et al.  Development of a Facebook Addiction Scale , 2012, Psychological reports.

[6]  C. S. Andreassen,et al.  Social network site addiction - an overview. , 2014, Current pharmaceutical design.

[7]  M. Griffiths,et al.  Online Social Networking and Addiction—A Review of the Psychological Literature , 2011, International journal of environmental research and public health.

[8]  Erin M. Schumaker,et al.  The Effects of Verbal Versus Photographic Self‐Presentation on Impression Formation in Facebook , 2012 .

[9]  Jason P. Rose,et al.  Social comparison, social media, and self-esteem. , 2014 .

[10]  A. Scheres,et al.  Temporal reward discounting in children, adolescents, and emerging adults during an experiential task , 2014, Front. Psychol..

[11]  C. Gaziano,et al.  Comparative Analysis of Within-Household Respondent Selection Techniques , 2005 .

[12]  S. Dollinger,et al.  Identity, Self, and Personality: I. Identity Status and the Five-Factor Model of Personality , 1993 .

[13]  Anthony M. Limperos,et al.  Uses and Grats 2.0: New Gratifications for New Media , 2013 .

[14]  Rachel L. Neo,et al.  Examining How Presumed Media Influence Affects Social Norms and Adolescents' Attitudes and Drinking Behavior Intentions in Rural Thailand , 2014, Journal of health communication.

[15]  Kai W. Müller,et al.  A hidden type of internet addiction? Intense and addictive use of social networking sites in adolescents , 2016, Comput. Hum. Behav..

[16]  P. Zelazo,et al.  Development of hot and cool executive function during the transition to adolescence. , 2011, Journal of experimental child psychology.

[17]  E. Erikson Childhood and Society , 1965 .

[18]  Danah Boyd,et al.  Social Network Sites: Definition, History, and Scholarship , 2007, J. Comput. Mediat. Commun..

[19]  Robert LaRose,et al.  Unregulated Internet Usage: Addiction, Habit, or Deficient Self-Regulation? , 2003 .

[20]  Hsi-Peng Lu,et al.  The role of Internet addiction in online game loyalty: an exploratory study , 2008, Internet Res..

[21]  Chris Fullwood,et al.  Individual Differences as Predictors of Social Networking , 2014, J. Comput. Mediat. Commun..

[22]  Monideepa Tarafdar,et al.  The dark side of information technology use , 2013, Inf. Syst. J..

[23]  Sonja Utz,et al.  It Is All About Being Popular: The Effects of Need for Popularity on Social Network Site Use , 2012, Cyberpsychology Behav. Soc. Netw..

[24]  Scott E. Caplan,et al.  Online Social Interaction, Psychosocial Well‐Being, and Problematic Internet Use , 2012 .

[25]  Shawn M. Bergman,et al.  Twitter versus Facebook: Exploring the role of narcissism in the motives and usage of different social media platforms , 2014, Comput. Hum. Behav..

[26]  Katherine M. White,et al.  Predicting adolescents' use of social networking sites from an extended theory of planned behaviour perspective , 2010, Comput. Hum. Behav..

[27]  Rajiv N. Rimal,et al.  An Explication of Social Norms , 2005 .

[28]  R. LaRose,et al.  Social Networking: Addictive, Compulsive, Problematic, or Just Another Media Habit? , 2010 .

[29]  I. Ajzen The theory of planned behavior , 1991 .

[30]  Graham G. Scott More Than Friends: Popularity on Facebook and its Role in Impression Formation , 2014, J. Comput. Mediat. Commun..

[31]  Adel M. Aladwani Gravitating towards Facebook (GoToFB): What it is? and How can it be measured? , 2014, Comput. Hum. Behav..

[32]  R. Baumeister,et al.  The need to belong: desire for interpersonal attachments as a fundamental human motivation. , 1995, Psychological bulletin.

[33]  E. W. Lee,et al.  For Fit’s Sake: A Norms-Based Approach to Healthy Behaviors Through Influence of Presumed Media Influence , 2016, Health communication.

[34]  M. Griffiths Social Networking Addiction: Emerging Themes and Issues , 2013 .

[35]  Scott E. Caplan Relations Among Loneliness, Social Anxiety, and Problematic Internet Use , 2007, Cyberpsychology Behav. Soc. Netw..

[36]  I. Douven,et al.  Rationality: a social-epistemology perspective , 2014, Front. Psychol..

[37]  Bryan E. Denham Toward an Explication of Media Enjoyment: The Synergy of Social Norms, Viewing Situations, and Program Content , 2004 .

[38]  Scott E. Caplan Preference for Online Social Interaction , 2003, Commun. Res..

[39]  Alexander Serenko,et al.  The benefits and dangers of enjoyment with social networking websites , 2012, Eur. J. Inf. Syst..

[40]  M. Griffiths,et al.  Social networking addiction: an overview of preliminary findings , 2014 .

[41]  James A. Danowski,et al.  The Faces of Facebookers: Investigating Social Enhancement and Social Compensation Hypotheses; Predicting FacebookTM and Offline Popularity from Sociability and Self-Esteem, and Mapping the Meanings of Popularity with Semantic Networks , 2008, J. Comput. Mediat. Commun..

[42]  S. Ho,et al.  Motivators of Pro-Environmental Behavior , 2016 .

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

[44]  Katherine M. White,et al.  Facebook Tells Me So: Applying the Theory of Planned Behavior to Understand Partner-Monitoring Behavior on Facebook , 2011, Cyberpsychology Behav. Soc. Netw..

[45]  Gloria Mark,et al.  Personality and Internet usage: A large-scale representative study of young adults , 2014, Comput. Hum. Behav..

[46]  Craig Ross,et al.  Personality and motivations associated with Facebook use , 2009, Comput. Hum. Behav..

[47]  R. A. Davis,et al.  A cognitive-behavioral model of pathological Internet use , 2001, Comput. Hum. Behav..

[48]  Mark Batey,et al.  A tale of two sites: Twitter vs. Facebook and the personality predictors of social media usage , 2012, Comput. Hum. Behav..

[49]  P. Callero,et al.  Role-identity salience , 1985 .

[50]  Tukur Dahiru,et al.  P – VALUE, A TRUE TEST OF STATISTICAL SIGNIFICANCE? A CAUTIONARY NOTE , 2008, Annals of Ibadan postgraduate medicine.

[51]  V. Johnson Revised standards for statistical evidence , 2013, Proceedings of the National Academy of Sciences.

[52]  Dara N. Greenwood,et al.  Psychological Predictors of Media Involvement , 2009, Commun. Res..

[53]  R. LaRose The Problem of Media Habits , 2010 .

[54]  Edson C. Tandoc,et al.  Facebook use, envy, and depression among college students: Is facebooking depressing? , 2015, Comput. Hum. Behav..

[55]  K. Davis Friendship 2.0: adolescents' experiences of belonging and self-disclosure online. , 2012, Journal of adolescence.

[56]  Benjamin K. Johnson,et al.  Motives for Online Friending and Following: The Dark Side of Social Network Site Connections , 2016 .

[57]  Robert LaRose,et al.  A Socio-Cognitive Model of Video Game Usage , 2007 .

[58]  Monideepa Tarafdar,et al.  The dark side of information technology , 2015 .

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

[60]  Sonja Utz,et al.  The Role of Social Network Sites in Romantic Relationships: Effects on Jealousy and Relationship Happiness , 2011, J. Comput. Mediat. Commun..

[61]  J. Meece,et al.  Child and Adolescent Development for Educators , 1997 .

[62]  Adam N. Joinson,et al.  Looking at, looking up or keeping up with people?: motives and use of facebook , 2008, CHI.

[63]  Barbara Caci,et al.  Personality Variables as Predictors of Facebook Usage , 2014, Psychological reports.

[64]  Shirley S. Ho,et al.  Extending the social cognitive model - Examining the external and personal antecedents of social network sites use among Singaporean adolescents , 2017, Comput. Hum. Behav..

[65]  Michael A. Jenkins-Guarnieri,et al.  The Relationships among Attachment Style, Personality Traits, Interpersonal Competency, and Facebook Use , 2012 .

[66]  M. Leary,et al.  Construct Validity of the Need to Belong Scale: Mapping the Nomological Network , 2013, Journal of personality assessment.

[67]  Scott E. Caplan Theory and measurement of generalized problematic Internet use: A two-step approach , 2010, Comput. Hum. Behav..

[68]  Brenda K. Wiederhold,et al.  As Parents Invade Facebook, Teens Tweet More , 2012, Cyberpsychology Behav. Soc. Netw..

[69]  Mike Z. Yao,et al.  Loneliness, social contacts and Internet addiction: A cross-lagged panel study , 2014, Comput. Hum. Behav..

[70]  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..

[71]  Byoungsoo Kim,et al.  Understanding Antecedents of Continuance Intention in Social-Networking Services , 2011, Cyberpsychology Behav. Soc. Netw..

[72]  Harsha Gangadharbatla Facebook Me , 2008 .

[73]  O. John,et al.  Los Cinco Grandes across cultures and ethnic groups: multitrait multimethod analyses of the Big Five in Spanish and English. , 1998, Journal of personality and social psychology.

[74]  Lisa Wise,et al.  The effects of personality traits, self-esteem, loneliness, and narcissism on Facebook use among university students , 2012, Comput. Hum. Behav..

[75]  Jeong Jin Yu,et al.  Understanding adolescents' problematic Internet use from a social/cognitive and addiction research framework , 2013, Comput. Hum. Behav..

[76]  Nihan Ozguven,et al.  The relationship between personality traits and social media use. , 2013 .

[77]  Shirley S. Ho,et al.  Explicating problematic social network sites use: A review of concepts, theoretical frameworks, and future directions for communication theorizing , 2017, New Media Soc..

[78]  John J. Davies,et al.  Guitar Hero or Zero? , 2014, J. Media Psychol. Theor. Methods Appl..

[79]  S. Stryker,et al.  Identity theory: Developments and extensions. , 1987 .

[80]  Yonghui Li,et al.  The relationship between recent stressful life events, personality traits, perceived family functioning and internet addiction among college students. , 2014, Stress and health : journal of the International Society for the Investigation of Stress.

[81]  Scott E. Caplan Problematic Internet use and psychosocial well-being: development of a theory-based cognitive-behavioral measurement instrument , 2002, Comput. Hum. Behav..

[82]  Scott E. Caplan A Social Skill Account of Problematic Internet Use , 2005 .

[83]  Valerie Barker,et al.  Older Adolescents' Motivations for Social Network Site Use: The Influence of Gender, Group Identity, and Collective Self-Esteem , 2009, Cyberpsychology Behav. Soc. Netw..

[84]  Yair Amichai-Hamburger,et al.  Social network use and personality , 2010, Comput. Hum. Behav..

[85]  Hyun-Hwa Lee,et al.  Consumer Attitudes Toward Online Mass Customization: An Application of Extended Technology Acceptance Model , 2011, J. Comput. Mediat. Commun..

[86]  Jing He,et al.  The Influence of Personality, Parental Behaviors, and Self-Esteem on Internet Addiction: A Study of Chinese College Students , 2014, Cyberpsychology Behav. Soc. Netw..

[87]  Vimala Balakrishnan,et al.  Malaysian Facebookers: Motives and addictive behaviours unraveled , 2013, Comput. Hum. Behav..

[88]  I. Ajzen,et al.  Prediction of goal directed behaviour: Attitudes, intentions and perceived behavioural control , 1986 .

[89]  Louis Leung,et al.  Gratifications, Collective Self-Esteem, Online Emotional Openness, and Traitlike Communication Apprehension as Predictors of Facebook Uses , 2011, Cyberpsychology Behav. Soc. Netw..

[90]  Hsi-Peng Lu,et al.  Why people use social networking sites: An empirical study integrating network externalities and motivation theory , 2011, Comput. Hum. Behav..

[91]  Anissa All,et al.  Social Network Profiles as Information Sources for Adolescents' Offline Relations , 2012, Cyberpsychology Behav. Soc. Netw..

[92]  Katherine M. White,et al.  The Theory of Planned Behavior Applied to Young People's Use of Social Networking Web Sites , 2009, Cyberpsychology Behav. Soc. Netw..

[93]  Cristina Quiñones-García,et al.  Compulsive internet use in adults: A study of prevalence and drivers within the current economic climate in the UK , 2014, Comput. Hum. Behav..

[94]  Justin W. Patchin,et al.  Cyberbullying and self-esteem. , 2010, The Journal of school health.

[95]  Monideepa Tarafdar,et al.  Reflecting on the "Dark Side" of Information Technology Use , 2012, Commun. Assoc. Inf. Syst..

[96]  Anastasia Kononova,et al.  Exploring the Motivations of Facebook Use in Taiwan , 2012, Cyberpsychology Behav. Soc. Netw..

[97]  E. W. Lee,et al.  Social Network Sites, Friends, and Celebrities: The Roles of Social Comparison and Celebrity Involvement in Adolescents’ Body Image Dissatisfaction , 2016 .

[98]  Scott E. Caplan,et al.  Problematic Internet use and psychosocial well-being among MMO players , 2009, Comput. Hum. Behav..

[99]  Russell B. Clayton,et al.  Loneliness, anxiousness, and substance use as predictors of Facebook use , 2013, Comput. Hum. Behav..

[100]  Jocelyn M. DeGroot,et al.  Attitudes Toward Online Social Connection and Self-Disclosure as Predictors of Facebook Communication and Relational Closeness , 2011, Commun. Res..

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

[102]  Katherine M. White,et al.  Psychological Predictors of Young Adults' Use of Social Networking Sites , 2009, Cyberpsychology Behav. Soc. Netw..

[103]  I. Ajzen Constructing a TpB Questionnaire: Conceptual and Methodological Considerations , 2002 .