When facebook and finals collide - procrastinatory social media usage predicts enhanced anxiety☆

Abstract In the digital age we live in, refraining from procrastinatory social media usage, particularly when conflicting with highly valued goal pursuit, can result in failure and subsequent negative psychological outcomes. Despite mounting interest, existing evidence remains correlational and restricted to mundane contexts. To fill these gaps the current two study investigation provides converging ecological and causal evidence for the influence of procrastinatory social media usage on subsequent anxiety. Study 1 used longitudinal unobtrusive measurement of actual procrastinatory Facebook usage (using designated software) together with experience-sampling, during real-life academic exam preparation period. Findings showed that enhanced procrastinatory Facebook usage predicted increased levels of anxiety over time. Further evidence provided inferences regarding the likely ordering of this association, by ruling out a reversed directionality between anxiety and subsequent Facebook usage. Providing direct causal evidence, Study 2 created a laboratory exam context conceived as highly predictive of academic success, that directly manipulated whether actual Facebook usage was procrastinatory or not, prior to examining its influence on anxiety. Supporting predictions, only when Facebook was used instead of studying, it resulted in enhanced anxiety. The present investigation illuminates when and why social media usage leads to adverse psychological consequences.

[1]  R. Larsen,et al.  The Satisfaction with Life Scale , 1985, Journal of personality assessment.

[2]  Martin Guha,et al.  Encyclopedia of Statistics in Behavioral Science , 2006 .

[3]  福田 博一 State-Trait Anxiety Inventoryによるペインクリニック外来患者の不安の評価 , 1994 .

[4]  L. Epstein,et al.  Effects of deprivation on hedonics and reinforcing value of food , 2003, Physiology & Behavior.

[5]  Scott D. Johnson,et al.  Personality as a Predictor of College Performance , 1995 .

[6]  Y. Trope,et al.  Counteractive self-control in overcoming temptation. , 2000, Journal of personality and social psychology.

[7]  Chareen Snelson,et al.  Qualitative and Mixed Methods Social Media Research , 2016 .

[8]  Joseph B. Bayer,et al.  Passive Facebook usage undermines affective well-being: Experimental and longitudinal evidence. , 2015, Journal of experimental psychology. General.

[9]  U. Danner,et al.  Decision-making impairments in women with binge eating disorder in comparison with obese and normal weight women. , 2012, European eating disorders review : the journal of the Eating Disorders Association.

[10]  小嶋 雅代,et al.  日本語版 Beck Depression Inventory-II (BDI-II) の開発 , 2002 .

[11]  R. Baumeister Ego Depletion and Self-Control Failure: An Energy Model of the Self's Executive Function , 2002 .

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

[13]  Mitchell G. Uitvlugt,et al.  Logged In and Zoned Out : How Laptop Internet Use Relates to Classroom Learning , 2016 .

[14]  Bernard R. McCoy,et al.  Digital Distractions in the Classroom: Student Classroom Use of Digital Devices for Non-Class Related Purposes , 2013 .

[15]  M. Posner,et al.  Circuitry of self-control and its role in reducing addiction , 2015, Trends in Cognitive Sciences.

[16]  Y. Trope,et al.  Counteractive Self-control When Making Temptation Available Makes Temptation Less Tempting Counteractive Valuation as a Function of Temptation Availability , 2022 .

[17]  Leonard Reinecke,et al.  Permanently online and permanently procrastinating? The mediating role of Internet use for the effects of trait procrastination on psychological health and well-being , 2018, New Media Soc..

[18]  Shan Xu,et al.  Media multitasking and well-being of university students , 2016, Comput. Hum. Behav..

[19]  Phillip L. Ackerman,et al.  What else do college students "do" while studying? An investigation of multitasking , 2014, Comput. Educ..

[20]  W. Hofmann,et al.  Slacking Off or Winding Down? An Experience Sampling Study on the Drivers and Consequences of Media Use for Recovery Versus Procrastination , 2016 .

[21]  A. Satorra,et al.  Corrections to test statistics and standard errors in covariance structure analysis. , 1994 .

[22]  Kennon M. Sheldon,et al.  The impact of frequent social Internet consumption: Increased procrastination and lower life satisfaction , 2013 .

[23]  Ethan Kross,et al.  Does Counting Emotion Words on Online Social Networks Provide a Window Into People’s Subjective Experience of Emotion? A Case Study on Facebook , 2019, Emotion.

[24]  R. Baumeister,et al.  Emotional distress regulation takes precedence over impulse control: if you feel bad, do it! , 2001, Journal of personality and social psychology.

[25]  Agata Blachnio,et al.  Psychological Determinants of Using Facebook: A Research Review , 2013, Int. J. Hum. Comput. Interact..

[26]  Charles A. Scherbaum,et al.  Estimating Statistical Power and Required Sample Sizes for Organizational Research Using Multilevel Modeling , 2009 .

[27]  Teresa K. Naab,et al.  Habitual Initiation of Media Use and a Response-Frequency Measure for Its Examination , 2016 .

[28]  Colin Camerer,et al.  Self-control in decision-making involves modulation of the vmPFC valuation system , 2009, NeuroImage.

[29]  R. Luria,et al.  For whom is social-network usage associated with anxiety? The moderating role of neural working-memory filtering of Facebook information , 2018, Cognitive, Affective, & Behavioral Neuroscience.

[30]  D. Bates,et al.  Fitting Linear Mixed-Effects Models Using lme4 , 2014, 1406.5823.

[31]  P. Reed,et al.  Evidence for an internet addiction disorder: internet exposure reinforces color preference in withdrawn problem users. , 2016, The Journal of clinical psychiatry.

[32]  Noelle M. Nelson,et al.  Making choices impairs subsequent self-control: a limited-resource account of decision making, self-regulation, and active initiative. , 2008, Journal of personality and social psychology.

[33]  Adeola Ogechi,et al.  The rise of social media : Implications for emerging markets , 2017 .

[34]  Roel Bosker,et al.  Multilevel analysis : an introduction to basic and advanced multilevel modeling , 1999 .

[35]  W. Hofmann,et al.  Of Sweet Temptations and Bitter Aftertaste , 2016 .

[36]  K. Rice,et al.  Perfectionism, procrastination, and psychological distress. , 2012, Journal of counseling psychology.

[37]  Roland R. Griffiths,et al.  A critical review of caffeine withdrawal: empirical validation of symptoms and signs, incidence, severity, and associated features , 2004, Psychopharmacology.

[38]  J. J. Curtin,et al.  Altered subjective reward valuation among drug-deprived heavy marijuana users: Aversion to uncertainty. , 2015, Journal of abnormal psychology.

[39]  A. Hayes,et al.  Introduction to mediation, moderation, and conditional process analysis : , 2015 .

[40]  Tom A. B. Snijders Power and Sample Size in Multilevel Linear Models , 2005 .

[41]  Rany Abend,et al.  Reliability, validity and sensitivity of a computerized visual analog scale measuring state anxiety. , 2014, Journal of behavior therapy and experimental psychiatry.

[42]  Jan de Leeuw,et al.  Introducing Multilevel Modeling , 1998 .

[43]  B. Heckman,et al.  The restorative effects of smoking upon self-control resources: a negative reinforcement pathway. , 2012, Journal of abnormal psychology.

[44]  Mitchell G. Uitvlugt,et al.  Logged In and Zoned Out , 2017, Psychological science.

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

[46]  Juan Liu,et al.  What have we learned about social media by studying Facebook? A decade in review , 2017, New Media Soc..

[47]  R. Baumeister,et al.  Longitudinal Study of Procrastination, Performance, Stress, and Health: The Costs and Benefits of Dawdling , 1997 .

[48]  Bruce T. Hope,et al.  Neuroadaptation: Incubation of cocaine craving after withdrawal , 2001, Nature.

[49]  F. Sirois,et al.  Less Adaptive or More Maladaptive? A Meta–analytic Investigation of Procrastination and Coping , 2015 .

[50]  J. O'Doherty,et al.  Evidence for a Common Representation of Decision Values for Dissimilar Goods in Human Ventromedial Prefrontal Cortex , 2009, The Journal of Neuroscience.

[51]  Edgar Erdfelder,et al.  G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences , 2007, Behavior research methods.

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

[53]  Leonard Reinecke,et al.  "Facebocrastination"? Predictors of using Facebook for procrastination and its effects on students' well-being , 2016, Comput. Hum. Behav..

[54]  A. Baddeley,et al.  Executive functions and self-regulation , 2012, Trends in Cognitive Sciences.

[55]  R. Baumeister,et al.  Self-Regulation Failure: An Overview , 1996 .

[56]  Catalina E Kopetz,et al.  Unpacking the Self-Control Dilemma and Its Modes of Resolution , 2010 .

[57]  Timothy J. Robinson,et al.  Multilevel Analysis: Techniques and Applications , 2002 .

[58]  Stephen A. Rains,et al.  What can we learn about social network sites by studying Facebook? A call and recommendations for research on social network sites , 2015, New Media Soc..

[59]  Kathleen D. Vohs,et al.  PSYCHOLOGICAL SCIENCE Research Article SELF-REGULATORY FAILURE: A Resource-Depletion Approach , 2022 .

[60]  R. Baumeister,et al.  High self-control predicts good adjustment, less pathology, better grades, and interpersonal success. , 2004, Journal of personality.

[61]  Wilhelm Hofmann,et al.  The spoiled pleasure of giving in to temptation , 2013 .

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

[63]  Stoney L. Brooks Does personal social media usage affect efficiency and well-being? , 2015, Comput. Hum. Behav..

[64]  D. Deeg Attrition in longitudinal population studies: Does it affect the generalizability of the findings?: An introduction to the series☆ , 2002 .

[65]  P. Jousilahti,et al.  Eating styles, self-control and obesity indicators. The moderating role of obesity status and dieting history on restrained eating , 2009, Appetite.

[66]  A. Fishbach,et al.  Counteracting obstacles with optimistic predictions. , 2010, Journal of experimental psychology. General.

[67]  G. A. Marcoulides Multilevel Analysis Techniques and Applications , 2002 .