Correlates of social media fatigue and academic performance decrement: A large cross-sectional study

The current study aims to investigate if different measures related to online psychosocial well-being and online behavior correlate with social media fatigue.,To understand the antecedents and consequences of social media fatigue, the stressor-strain-outcome (SSO) framework is applied. The study consists of two cross-sectional surveys that were organized with young-adult students. Study A was conducted with 1,398 WhatsApp users (aged 19 to 27 years), while Study B was organized with 472 WhatsApp users (aged 18 to 23 years).,Intensity of social media use was the strongest predictor of social media fatigue. Online social comparison and self-disclosure were also significant predictors of social media fatigue. The findings also suggest that social media fatigue further contributes to a decrease in academic performance.,This study builds upon the limited yet growing body of literature on a theme highly relevant for scholars, practitioners as well as social media users. The current study focuses on examining different causes of social media fatigue induced through the use of a highly popular mobile instant messaging app, WhatsApp. The SSO framework is applied to explore and establish empirical links between stressors and social media fatigue.

[1]  Theresa A. Cullen,et al.  Social Media Use and the Fear of Missing Out (FoMO) While Studying Abroad , 2015 .

[2]  P Bech,et al.  Fatigue in the Danish general population. Influence of sociodemographic factors and disease , 2000, Journal of epidemiology and community health.

[3]  Hyunsun Park,et al.  Negative Impact of Social Network Services Based on Stressor-Stress-Outcome: The Role of Experience of Privacy Violations , 2019, Future Internet.

[4]  Jian Mou,et al.  Social media fatigue -Technological antecedents and the moderating roles of personality traits: The case of WeChat , 2019, Comput. Hum. Behav..

[5]  Jun Yang,et al.  Do you get tired of socializing? An empirical explanation of discontinuous usage behaviour in social network services , 2016, Inf. Manag..

[6]  Cliff Lampe,et al.  The Benefits of Facebook "Friends: " Social Capital and College Students' Use of Online Social Network Sites , 2007, J. Comput. Mediat. Commun..

[7]  Evangelos Karapanos,et al.  Need fulfillment and experiences on social media: A case on Facebook and WhatsApp , 2016, Comput. Hum. Behav..

[8]  James C. Anderson,et al.  STRUCTURAL EQUATION MODELING IN PRACTICE: A REVIEW AND RECOMMENDED TWO-STEP APPROACH , 1988 .

[9]  D. Watson,et al.  Constructing validity: Basic issues in objective scale development , 1995 .

[10]  Maarten A. S. Boksem,et al.  Mental fatigue: Costs and benefits , 2008, Brain Research Reviews.

[11]  Stacy Landreth Grau,et al.  “UNFRIEND ME, PLEASE!”: SOCIAL MEDIA FATIGUE AND THE THEORY OF RATIONAL CHOICE , 2018, Journal of Marketing Theory and Practice.

[12]  G. S. O'Keeffe,et al.  The Impact of Social Media on Children, Adolescents, and Families , 2011, Pediatrics.

[13]  H. Pontes Investigating the differential effects of social networking site addiction and Internet gaming disorder on psychological health , 2017, Journal of behavioral addictions.

[14]  Alexander von Eye,et al.  A longitudinal study of the effects of Internet use and videogame playing on academic performance and the roles of gender, race and income in these relationships , 2011, Comput. Hum. Behav..

[15]  Xiongfei Cao,et al.  Excessive use of mobile social networking sites and poor academic performance: Antecedents and consequences from stressor-strain-outcome perspective , 2018, Comput. Hum. Behav..

[16]  Türker Özkan,et al.  The Impact of Aggressive Behaviour, Sleeping, and Fatigue on Road Traffic Crashes as Comparison between Minibus/Van/Pick-up and Commercial Taxi Drivers , 2017 .

[17]  Brandon T. McDaniel,et al.  “Technoference”: The interference of technology in couple relationships and implications for women’s personal and relational well-being. , 2016 .

[18]  Xiongfei Cao,et al.  Empirical investigation of Facebook discontinues usage intentions based on SOR paradigm , 2017, Comput. Hum. Behav..

[19]  M. Salanova,et al.  The dark side of technologies: technostress among users of information and communication technologies. , 2013, International journal of psychology : Journal international de psychologie.

[20]  Natalya N. Bazarova,et al.  Self‐Disclosure in Social Media: Extending the Functional Approach to Disclosure Motivations and Characteristics on Social Network Sites , 2014 .

[21]  Paul A. Kirschner,et al.  Facebook® and academic performance , 2010, Comput. Hum. Behav..

[22]  M. Dodd,et al.  Fatigue mechanisms in cancer patients: developing nursing theory. , 1987, Oncology nursing forum.

[23]  Matthew J. W. Thomas,et al.  Fatigue proofing: The role of protective behaviours in mediating fatigue-related risk in a defence aviation environment. , 2017, Accident; analysis and prevention.

[24]  Steven Eggermont,et al.  "I don't want to miss a thing": Adolescents' fear of missing out and its relationship to adolescents' social needs, Facebook use, and Facebook related stress , 2016, Comput. Hum. Behav..

[25]  Larry D. Rosen,et al.  Is Facebook creating "iDisorders"? The link between clinical symptoms of psychiatric disorders and technology use, attitudes and anxiety , 2013, Comput. Hum. Behav..

[26]  Jaewook Shin,et al.  To Be Connected or Not To Be Connected? Mobile Messenger Overload, Fatigue, and Mobile Shunning , 2016, Cyberpsychology Behav. Soc. Netw..

[27]  David C. Yen,et al.  The effect of online privacy policy on consumer privacy concern and trust , 2012, Comput. Hum. Behav..

[28]  Paul Capriotti,et al.  How CEOs use Twitter: A comparative analysis of Global and Latin American companies , 2018, Int. J. Inf. Manag..

[29]  Jonathan J. Kandell,et al.  Internet Addiction on Campus: The Vulnerability of College Students , 1998, Cyberpsychology Behav. Soc. Netw..

[30]  G. Koeske,et al.  A Preliminary Test of a Stress-Strain-Outcome Model for Reconceptualizing the Burnout Phenomenon , 1993 .

[31]  Jichuan Wang,et al.  Structural Equation Modeling: Applications Using Mplus , 2012 .

[32]  Stanislav Mamonov,et al.  Exploring factors affecting social e-commerce service adoption: The case of Facebook Gifts , 2017, Int. J. Inf. Manag..

[33]  LeeAe Ri,et al.  Information and communication technology overload and social networking service fatigue , 2016 .

[34]  J. Jonides,et al.  Facebook Use Predicts Declines in Subjective Well-Being in Young Adults , 2013, PloS one.

[35]  Tamara Dinev,et al.  An Extended Privacy Calculus Model for E-Commerce Transactions , 2006, Inf. Syst. Res..

[36]  Marko Sarstedt,et al.  Partial least squares structural equation modeling (PLS-SEM): A useful tool for family business researchers , 2014 .

[37]  Z. Martinovich,et al.  The Effect of Reported Sleep, Perceived Fatigue, and Sleepiness on Cognitive Performance in a Sample of Emergency Nurses , 2017, The Journal of nursing administration.

[38]  Yongqiang Sun,et al.  Understanding users' switching behavior of mobile instant messaging applications: An empirical study from the perspective of push-pull-mooring framework , 2017, Comput. Hum. Behav..

[39]  J. Davila,et al.  Negative Social Comparison on Facebook and Depressive Symptoms: Rumination as a Mechanism , 2013 .

[40]  Andrew K. Przybylski,et al.  Motivational, emotional, and behavioral correlates of fear of missing out , 2013, Comput. Hum. Behav..

[41]  Hayeon Song,et al.  Social comparison on Facebook: Motivation, affective consequences, self-esteem, and Facebook fatigue , 2016, Comput. Hum. Behav..

[42]  R. Heinzer,et al.  [Driver fatigue]. , 2007, Revue medicale suisse.

[43]  P. Bentler,et al.  Cutoff criteria for fit indexes in covariance structure analysis : Conventional criteria versus new alternatives , 1999 .

[44]  Angela Ka-yee Leung,et al.  Putting Their Best Foot Forward: Emotional Disclosure on Facebook , 2012, Cyberpsychology Behav. Soc. Netw..

[45]  Jon D. Elhai,et al.  Fear of missing out, need for touch, anxiety and depression are related to problematic smartphone use , 2016, Comput. Hum. Behav..

[46]  Varun Grover,et al.  Technostress: Technological Antecedents and Implications , 2011, MIS Q..

[47]  Eunji Lee,et al.  #DeleteFacebook: Antecedents of Facebook Fatigue , 2019, Cyberpsychology Behav. Soc. Netw..

[48]  Amandeep Dhir,et al.  Uses and Gratifications of digital photo sharing on Facebook , 2016, Telematics Informatics.

[49]  Kyung Kyu Kim,et al.  Information and communication technology overload and social networking service fatigue: A stress perspective , 2016, Comput. Hum. Behav..

[50]  J. Ricci,et al.  Fatigue in the U.S. Workforce: Prevalence and Implications for Lost Productive Work Time , 2007, Journal of occupational and environmental medicine.

[51]  Marko Sarstedt,et al.  Editorial - Partial Least Squares Structural Equation Modeling: Rigorous Applications, Better Results and Higher Acceptance , 2013 .

[52]  Christian Fernando Libaque Saenz,et al.  An expectation-confirmation model of continuance intention to use mobile instant messaging , 2016, Telematics Informatics.

[53]  A. Rahimi,et al.  Association between overuse of mobile phones on quality of sleep and general health among occupational health and safety students , 2016, Chronobiology international.

[54]  Xiongfei Cao,et al.  Understanding the Effect of Social Media Overload on Academic Performance: A Stressor-Strain-Outcome Perspective , 2019, HICSS.

[55]  Reynol Junco,et al.  Student class standing, Facebook use, and academic performance , 2015 .

[56]  Rex B. Kline,et al.  Principles and Practice of Structural Equation Modeling , 1998 .

[57]  Puneet Kaur,et al.  Antecedents and consequences of social media fatigue , 2019, Int. J. Inf. Manag..

[58]  Bradley M. Okdie,et al.  Who compares and despairs? The effect of social comparison orientation on social media use and its outcomes. , 2015 .

[59]  Daniel L. King,et al.  Tolerance in Internet gaming disorder: A need for increasing gaming time or something else? , 2017, Journal of behavioral addictions.

[60]  Mats Hagberg,et al.  Perceived connections between information and communication technology use and mental symptoms among young adults - a qualitative study , 2010, BMC public health.

[61]  I. D. Brown,et al.  Driver fatigue : Fatigue , 1994 .

[62]  Amandeep Dhir,et al.  Online social media fatigue and psychological wellbeing - A study of compulsive use, fear of missing out, fatigue, anxiety and depression , 2018, Int. J. Inf. Manag..

[63]  Markus Salo,et al.  Technostress and Social Networking Services: Uncovering Strains and Their Underlying Stressors , 2017, SCIS.

[64]  E. Goffman The Presentation of Self in Everyday Life , 1959 .

[65]  A. Kaplan,et al.  Users of the world, unite! The challenges and opportunities of Social Media , 2010 .

[66]  Xin Wu,et al.  Risk factors and visual fatigue of baggage X-ray security screeners: a structural equation modelling analysis , 2017, Ergonomics.

[67]  Dorit Alt,et al.  College students' academic motivation, media engagement and fear of missing out , 2015, Comput. Hum. Behav..

[68]  Stephen A. Rains,et al.  Self-disclosure and new communication technologies , 2016 .

[69]  Larry D. Rosen,et al.  Facebook and texting made me do it: Media-induced task-switching while studying , 2013, Comput. Hum. Behav..

[70]  Amandeep Dhir,et al.  Impact of privacy, trust and user activity on intentions to share Facebook photos , 2016, J. Inf. Commun. Ethics Soc..

[71]  O. Günther,et al.  Privacy concerns and identity in online social networks , 2009 .

[72]  Laura Frances Bright,et al.  Too much Facebook? An exploratory examination of social media fatigue , 2015, Comput. Hum. Behav..

[73]  M. Laeeq Khan Social media engagement: What motivates user participation and consumption on YouTube? , 2017, Comput. Hum. Behav..

[74]  Shao-I Chiu,et al.  A model of the relationship between psychological characteristics, mobile phone addiction and use of mobile phones by Taiwanese university female students , 2012, Comput. Hum. Behav..

[75]  L. Festinger A Theory of Social Comparison Processes , 1954 .

[76]  Rui Chen,et al.  Living a private life in public social networks: An exploration of member self-disclosure , 2013, Decis. Support Syst..

[77]  John R. Barrows,et al.  Internet Use and Collegiate Academic Performance Decrements: Early Findings , 2001 .

[78]  Myung Suh Lim,et al.  Stress caused by social media network applications and user responses , 2017, Multimedia Tools and Applications.

[79]  I. Altman,et al.  Social penetration: The development of interpersonal relationships , 1973 .

[80]  J. F. Ybema,et al.  Feeling bad, but satisfied: the effects of upward and downward comparison upon mood and marital satisfaction. , 2003, The British journal of social psychology.

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

[82]  Nanda Kumar,et al.  Improving privacy settings control in online social networks with a wheel interface , 2014, J. Assoc. Inf. Sci. Technol..

[83]  Yang Wang,et al.  "I regretted the minute I pressed share": a qualitative study of regrets on Facebook , 2011, SOUPS.

[84]  B. Schwartz The Social Psychology of Privacy , 1968, American Journal of Sociology.

[85]  Alton Yeow-Kuan Chua,et al.  Antecedents and effects of social network fatigue , 2014, J. Assoc. Inf. Sci. Technol..

[86]  Monika Taddicken,et al.  The 'Privacy Paradox' in the Social Web: The Impact of Privacy Concerns, Individual Characteristics, and the Perceived Social Relevance on Different Forms of Self-Disclosure1 , 2014, J. Comput. Mediat. Commun..

[87]  I. D. Brown,et al.  Driver Fatigue , 1994, Human factors.