Tell me why are you using social media (SM)! Relationship between reasons for use of SM, SM flow, daily stress, depression, anxiety, and addictive SM use - An exploratory investigation of young adults in Germany

Abstract Social media (SM) such as Facebook and Instagram are daily used by many people. The current study investigated the reasons for social media use (SMU), as well as their relationships with daily stress, depression and anxiety symptoms, experience of flow during the usage process and tendencies of addictive SMU. In a sample of 485 users of different social platforms (age: M (SD) = 24.75 (6.24), range: 18–58), five main categories of usage reasons were identified by an inductive qualitative content analysis: “Search for Information and Inspiration”, “Search for Social Interaction”, “Beat of Boredom and Pastimes”, “Escape from Negative Emotions”, and “Search for Positive Emotions”. Flow experiences positively predicted the categories “Escape from Negative Emotions” and “Search for Positive Emotions”. The last one was additionally predicted by less depression symptoms. Only the category “Escape from Negative Emotions” positively predicted tendencies of addictive SMU. Present findings contribute to the understanding of the development of addictive online behavior. They should be considered when assessing individuals at risk for problematic use of SM like Facebook and Instagram and when developing intervention programs to deal with it.

[1]  Andreas Reissmann,et al.  The role of loneliness in emerging adults' everyday use of facebook - An experience sampling approach , 2018, Comput. Hum. Behav..

[2]  M. McHugh Interrater reliability: the kappa statistic , 2012, Biochemia medica.

[3]  John Raacke,et al.  MySpace and Facebook: Applying the Uses and Gratifications Theory to Exploring Friend-Networking Sites , 2008, Cyberpsychology Behav. Soc. Netw..

[4]  Tracii Ryan,et al.  Who gets hooked on Facebook? An exploratory typology of problematic Facebook users , 2016 .

[5]  M. Griffiths,et al.  Instagram addiction and the Big Five of personality: The mediating role of self-liking , 2018, Journal of behavioral addictions.

[6]  Cliff Lampe,et al.  Facebook as a toolkit: A uses and gratification approach to unbundling feature use , 2011, Comput. Hum. Behav..

[7]  Bong Gyou Lee,et al.  SNS flow, SNS self-disclosure and post hoc interpersonal relations change: Focused on Korean Facebook user , 2014, Comput. Hum. Behav..

[8]  T. Joiner,et al.  Increases in Depressive Symptoms, Suicide-Related Outcomes, and Suicide Rates Among U.S. Adolescents After 2010 and Links to Increased New Media Screen Time , 2018 .

[9]  Matthew Pittman,et al.  Social media and loneliness: Why an Instagram picture may be worth more than a thousand Twitter words , 2016, Comput. Hum. Behav..

[10]  Risto Rajala,et al.  Flow in context: Development and validation of the flow experience instrument for social networking , 2016, Comput. Hum. Behav..

[11]  J. Margraf,et al.  The relationship between daily stress, social support and Facebook Addiction Disorder , 2019, Psychiatry Research.

[12]  ChenSufen,et al.  Flow in context , 2016 .

[13]  Ståle Pallesen,et al.  Facebook addiction among Polish undergraduate students: Validity of measurement and relationship with personality and well-being , 2018, Comput. Hum. Behav..

[14]  Svenja Schäfer,et al.  The Positive Side of Social Comparison on Social Network Sites: How Envy Can Drive Inspiration on Instagram , 2018, Cyberpsychology Behav. Soc. Netw..

[15]  Julia Brailovskaia,et al.  The Narcissistic Millennial Generation: A Study of Personality Traits and Online Behavior on Facebook , 2018, Journal of Adult Development.

[16]  Jian Li,et al.  Locus of control and cell phone use: Implications for sleep quality, academic performance, and subjective well-being , 2015, Comput. Hum. Behav..

[17]  Brian H. Spitzberg,et al.  Trends in U.S. Adolescents’ media use, 1976–2016: The rise of digital media, the decline of TV, and the (near) demise of print. , 2019, Psychology of Popular Media Culture.

[18]  C. Lance,et al.  What Reviewers Should Expect from Authors Regarding Common Method Bias in Organizational Research , 2010 .

[19]  Frank M. Schneider,et al.  Too much information? Predictors of information overload in the context of online news exposure , 2017 .

[20]  José van Dijck,et al.  'You have one identity': performing the self on Facebook and LinkedIn , 2013 .

[21]  Julia Brailovskaia,et al.  Physical activity mediates the association between daily stress and Facebook Addiction Disorder (FAD) - A longitudinal approach among German students , 2018, Comput. Hum. Behav..

[22]  Ho-Kyung Kim,et al.  Toward a comprehensive theory of problematic Internet use: Evaluating the role of self-esteem, anxiety, flow, and the self-rated importance of Internet activities , 2009, Comput. Hum. Behav..

[23]  Scott B. MacKenzie,et al.  Working memory: theories, models, and controversies. , 2012, Annual review of psychology.

[24]  J. Rowley,et al.  Young people's use of online social networking sites – a uses and gratifications perspective , 2010 .

[25]  J. Margraf,et al.  Relationships between addictive Facebook use, depressiveness, insomnia, and positive mental health in an inpatient sample: A German longitudinal study , 2019, Journal of behavioral addictions.

[26]  Leonard Reinecke,et al.  The interplay of intrinsic need satisfaction and Facebook specific motives in explaining addictive behavior on Facebook , 2014, Comput. Hum. Behav..

[27]  P. Valkenburg,et al.  Adolescents’ identity experiments on the internet , 2005 .

[28]  Kagan Kircaburun Effects of Gender and Personality Differences on Twitter Addiction among Turkish Undergraduates , 2016 .

[29]  L. A. Jackson,et al.  Predicting Social Networking Site (SNS) use: Personality, attitudes, motivation and Internet self-efficacy , 2015 .

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

[31]  A. Kaye Facebook Use and Negative Behavioral and Mental Health Outcomes: A Literature Review , 2019, Journal of Addiction Research & Therapy.

[32]  W. K. Campbell,et al.  Media Use Is Linked to Lower Psychological Well-Being: Evidence from Three Datasets , 2019, Psychiatric Quarterly.

[33]  PittmanMatthew,et al.  Social media and loneliness , 2016 .

[34]  Alessio Vieno,et al.  A comprehensive meta-analysis on Problematic Facebook Use , 2018, Comput. Hum. Behav..

[35]  D. Scott,et al.  Advanced or Addicted? Exploring the Relationship of Recreation Specialization to Flow Experiences and Online Game Addiction , 2013 .

[36]  Catalina L. Toma,et al.  How Does Social Media Use Relate to Adolescents’ Internalizing Symptoms? Conclusions from a Systematic Narrative Review , 2018, Adolescent Research Review.

[37]  M. Griffiths,et al.  Problematic Social Media Use: Results from a Large-Scale Nationally Representative Adolescent Sample , 2017, PloS one.

[38]  J. Margraf,et al.  Comparing Facebook Users and Facebook Non-Users: Relationship between Personality Traits and Mental Health Variables – An Exploratory Study , 2016, PloS one.

[39]  Patti M. Valkenburg,et al.  Psychosocial causes and consequences of pathological gaming , 2011, Comput. Hum. Behav..

[40]  Rachel Grieve,et al.  Facebook as a source of social connectedness in older adults , 2017, Comput. Hum. Behav..

[41]  Jacob Cohen A Coefficient of Agreement for Nominal Scales , 1960 .

[42]  Iris Vilnai-Yavetz,et al.  Self-presentation in LinkedIn portraits: Common features, gender, and occupational differences , 2018, Comput. Hum. Behav..

[43]  Thorsten Teichert,et al.  The Janus-Faced Role of Gambling Flow in Addiction Issues , 2017, Cyberpsychology Behav. Soc. Netw..

[44]  Yeojin Kim,et al.  Self-traits and motivations as antecedents of digital media flow and addiction: The Internet, mobile phones, and video games , 2013, Comput. Hum. Behav..

[45]  Julia Brailovskaia,et al.  Relationship Between Daily Stress, Depression Symptoms, and Facebook Addiction Disorder in Germany and in the United States , 2019, Cyberpsychology Behav. Soc. Netw..

[46]  Katja Mierke,et al.  Date me if you can: Ein systematischer Überblick über den aktuellen Forschungsstand von Online-Dating , 2017, Zeitschrift für Sexualforschung.

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

[48]  Sunghyup Sean Hyun,et al.  Drivers and outcomes of Instagram Addiction: Psychological well-being as moderator , 2020, Comput. Hum. Behav..

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

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

[51]  J. Jonides,et al.  Do Social Network Sites Enhance or Undermine Subjective Well‐Being? A Critical Review , 2017 .

[52]  Cliff Lampe,et al.  Connection strategies: Social capital implications of Facebook-enabled communication practices , 2011, New Media Soc..

[53]  J. Margraf,et al.  I present myself and have a lot of Facebook-friends – Am I a happy narcissist!? , 2019, Personality and Individual Differences.

[54]  Brian H. Spitzberg,et al.  Less in-person social interaction with peers among U.S. adolescents in the 21st century and links to loneliness , 2019, Journal of Social and Personal Relationships.

[55]  Chiungjung Huang,et al.  Internet Use and Psychological Well-being: A Meta-Analysis , 2009, Cyberpsychology Behav. Soc. Netw..

[56]  Andrew K. Przybylski,et al.  A Large-Scale Test of the Goldilocks Hypothesis , 2017, Psychological science.

[57]  C. Shalley,et al.  INTERACTIVE EFFECTS OF GROWTH NEED STRENGTH, WORK CONTEXT, AND JOB COMPLEXITY ON SELF-REPORTED CREATIVE PERFORMANCE , 2009 .

[58]  Giuseppe Riva,et al.  Why Is Facebook So Successful? Psychophysiological Measures Describe a Core Flow State While Using Facebook , 2011, Cyberpsychology Behav. Soc. Netw..

[59]  Ting-Jui Chou,et al.  The Role of Flow Experience in Cyber-Game Addiction , 2003, Cyberpsychology Behav. Soc. Netw..

[60]  Joseph B. Bayer,et al.  Sharing the small moments: ephemeral social interaction on Snapchat , 2016 .

[61]  Kavita Karan,et al.  Predicting Facebook addiction and state anxiety without Facebook by gender, trait anxiety, Facebook intensity, and different Facebook activities , 2019, Journal of behavioral addictions.

[62]  Eunji Lee,et al.  Pictures Speak Louder than Words: Motivations for Using Instagram , 2015, Cyberpsychology Behav. Soc. Netw..

[63]  J. Margraf,et al.  What does media use reveal about personality and mental health? An exploratory investigation among German students , 2018, PloS one.

[64]  J. Margraf,et al.  The brave blue world: Facebook flow and Facebook Addiction Disorder (FAD) , 2018, PloS one.

[65]  Julia Brailovskaia,et al.  Comparing mental health of Facebook users and Facebook non-users in an inpatient sample in Germany. , 2019, Journal of affective disorders.

[66]  A. Chester,et al.  The uses and abuses of Facebook: A review of Facebook addiction , 2014, Journal of behavioral addictions.

[67]  Jochen Mayerl,et al.  Regressionsanalyse: Theorie, Technik und Anwendung , 2011 .

[68]  Minas Michikyan,et al.  Can you tell who I am? Neuroticism, extraversion, and online self-presentation among young adults , 2014, Comput. Hum. Behav..

[69]  Silvia Casale,et al.  Why narcissists are at risk for developing Facebook addiction: The need to be admired and the need to belong. , 2018, Addictive behaviors.

[70]  G. S. Brunborg,et al.  The relationship between media use in the bedroom, sleep habits and symptoms of insomnia , 2011, Journal of sleep research.

[71]  R. LaRose,et al.  A Social Cognitive Theory of Internet Uses and Gratifications: Toward a New Model of Media Attendance , 2004 .

[72]  Rachel Young,et al.  Romantic motivations for social media use, social comparison, and online aggression among adolescents , 2017, Comput. Hum. Behav..

[73]  J. Elhai,et al.  Depression and anxiety symptoms are related to problematic smartphone use severity in Chinese young adults: Fear of missing out as a mediator. , 2020, Addictive behaviors.

[74]  Iris Vilnai-Yavetz,et al.  A Picture is Worth a Thousand Words: Segmenting Consumers by Facebook Profile Images , 2015 .

[75]  Thomas E Joiner,et al.  Age, Period, and Cohort Trends in Mood Disorder Indicators and Suicide-Related Outcomes in a Nationally Representative Dataset, 2005–2017 , 2019, Journal of abnormal psychology.

[76]  P. Lovibond,et al.  The structure of negative emotional states: comparison of the Depression Anxiety Stress Scales (DASS) with the Beck Depression and Anxiety Inventories. , 1995, Behaviour research and therapy.

[77]  H. Woods,et al.  #Sleepyteens: Social media use in adolescence is associated with poor sleep quality, anxiety, depression and low self-esteem. , 2016, Journal of adolescence.

[78]  Elia Abi-Jaoude,et al.  Smartphones, social media use and youth mental health , 2020, Canadian Medical Association Journal.

[79]  Mustafa Koc,et al.  Facebook Addiction Among Turkish College Students: The Role of Psychological Health, Demographic, and Usage Characteristics , 2013, Cyberpsychology Behav. Soc. Netw..

[80]  Anita Whiting,et al.  Why people use social media: a uses and gratifications approach , 2013 .

[81]  M. Griffiths,et al.  The relationship between addictive use of social media, narcissism, and self-esteem: Findings from a large national survey. , 2017, Addictive behaviors.

[82]  Julia Brailovskaia,et al.  Positive Mental Health Mediates the Relationship Between Facebook Addiction Disorder and Suicide-Related Outcomes: A Longitudinal Approach , 2020, Cyberpsychology Behav. Soc. Netw..

[83]  D. Kuss Psychology Research and Behavior Management Dovepress Internet Gaming Addiction: Current Perspectives , 2022 .

[84]  J. Margraf,et al.  Facebook Addiction Disorder (FAD) among German students—A longitudinal approach , 2017, PloS one.

[85]  Alessio Vieno,et al.  The associations between problematic Facebook use, psychological distress and well-being among adolescents and young adults: A systematic review and meta-analysis. , 2018, Journal of affective disorders.

[86]  Malka N. Halgamuge,et al.  An Analysis of Demographic and Behavior Trends Using Social Media: Facebook, Twitter, and Instagram , 2019, Social Network Analytics.