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ORIGINAL RESEARCH

Self-Control and Digital Media Addiction: The Mediating Role of Media Multitasking and Time Style

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Pages 2283-2296 | Received 28 Feb 2023, Accepted 26 May 2023, Published online: 21 Jun 2023

References

  • West R, Ash C, Dapore A, Kirby B, Malley K, Zhu S. Problematic smartphone use: the role of reward processing, depressive symptoms and self-control. Addict Behav. 2021;122:107015.
  • Şakiroğlu M. The effect of self control and emotion regulation difficulties on the problematic smart phone use of young people. Uluslararasi Egitim Programlari Ve Ögretim Çalismalari Derg. 2019;9(2):301–308. doi:10.31704/ijocis.2019.013
  • Błachnio A, Przepiorka A. Dysfunction of Self-Regulation and Self-Control in Facebook Addiction. Psychiatr Q. 2016;87(3):493–500. doi:10.1007/s11126-015-9403-1
  • Cudo A, Torój M, Demczuk M, Francuz P. Dysfunction of self-control in Facebook addiction: impulsivity is the key. Psychiatr Q. 2020;91(1):91–101. doi:10.1007/s11126-019-09683-8
  • Ekşi H, Tugba T, Erdem S. The mediating role of general procrastination behaviors in the relationship between self-control and social media addiction in university students. Addicta Turkish J Addict. 2019;6(3):717–745. doi:10.15805/addicta.2019.6.3.0069
  • Henzel V, Håkansson A. Hooked on virtual social life. Problematic social media use and associations with mental distress and addictive disorders. PLoS One. 2021;16(4):e0248406. doi:10.1371/journal.pone.0248406
  • Meng S-Q, Cheng J-L, Y-Y L, et al. Global prevalence of digital addiction in general population: a systematic review and meta-analysis. Clin Psychol Rev. 2022;92:102128.
  • Reichert RA, Martins GDG, da Silva AMB, et al. New forms of addiction: digital media. Psychol Subst Abus Psychother Clin Manag Soc Interv. 2021;43–53.
  • Lozano-Blasco R, Robres AQ, Sánchez AS. Internet addiction in young adults: a meta-analysis and systematic review. Comput Human Behav. 2022;130:107201. doi:10.1016/j.chb.2022.107201
  • Olson JA, Sandra DA, Colucci ÉS, et al. Smartphone addiction is increasing across the world: a meta-analysis of 24 countries. Comput Human Behav. 2022;129:107138.
  • Elphinston RA, Noller P. Time to face it! Facebook intrusion and the implications for romantic jealousy and relationship satisfaction. Cyberpsychol Behav Soc Netw. 2011;14(11):631–635. doi:10.1089/cyber.2010.0318
  • Brailovskaia J, Rohmann E, Bierhoff HW, Schillack H, Margraf J. The relationship between daily stress, social support and Facebook addiction disorder. Psychiatry Res. 2019;276(May):167–174. doi:10.1016/j.psychres.2019.05.014
  • Gutiérrez J D-S, Rodríguez de Fonseca F, Rubio G. Cell-phone addiction: a review. Front Psychiatry. 2016;7(October):175. doi:10.3389/fpsyt.2016.00175
  • Cheng C, Lau Y, Chan L, Luk JW. Prevalence of social media addiction across 32 nations: meta-analysis with subgroup analysis of classification schemes and cultural values. Addict Behav. 2021;117:106845. doi:10.1016/j.addbeh.2021.106845
  • D’Arienzo MC, Boursier V, Griffiths MD. Addiction to social media and attachment styles: a systematic literature review. Int J Ment Health Addict. 2019;17(4):1094–1118. doi:10.1007/s11469-019-00082-5
  • Yang C, Zhou Y, Cao Q, Xia M, An J. The relationship between self-control and self-efficacy among patients with substance use disorders: resilience and self-esteem as mediators. Front Psychiatry. 2019;10:388.
  • Gillebaart M. The ‘operational’definition of self-control. Front Psychol. 2018;9:1231.
  • Kim H-J, Min J-Y, Min K-B, Lee T-J, Yoo S. Relationship among family environment, self-control, friendship quality, and adolescents’ smartphone addiction in South Korea: findings from nationwide data. PLoS One. 2018;13(2):e0190896.
  • Berger S, Wyss AM, Knoch D. Low self-control capacity is associated with immediate responses to smartphone signals. Comput Human Behav. 2018;86:45–51.
  • Rho MJ, Park J, Na E, et al. Types of problematic smartphone use based on psychiatric symptoms. Psychiatry Res. 2019;275:46–52.
  • Csibi S, Griffiths MD, Demetrovics Z, Szabo A. Analysis of problematic smartphone use across different age groups within the ‘components model of addiction. Int J Ment Health Addict. 2021;19:616–631.
  • Zhou Y, Deng L. A systematic review of media multitasking in educational contexts: trends, gaps, and antecedents. Interact Learn Environ. 2022;1–16.
  • Drody AC, Pereira EJ, Smilek D. A desire for distraction: uncovering the rates of media multitasking during online research studies. Sci Rep. 2023;13(1):781.
  • Aagaard J. Multitasking as distraction: a conceptual analysis of media multitasking research. Theory Psychol. 2019;29(1):87–99. doi:10.1177/0959354318815766
  • Ophir E, Nass C, Wagner AD. Cognitive control in media multitaskers. Proc Natl Acad Sci U S A. 2009;106(37):15583–15587. doi:10.1073/pnas.0903620106
  • Becker MW, Alzahabi R, Hopwood CJ. Media multitasking is associated with symptoms of depression and social anxiety. Cyberpsychol Behav Soc Netw. 2013;16(2):132–135.
  • Lin TTC, Kononova A, Chiang Y-H. Screen addiction and media multitasking among American and Taiwanese users. J Comput Inf Syst. 2020;60(6):583–592.
  • Kononova A. Multitasking across borders: a cross-national study of media multitasking behaviors, its antecedents, and outcomes. Int J Commun. 2013;7:1688–1710.
  • Voorveld HA, Segijn CM, Ketelaar PE, Smit EG. Investigating the prevalence and predictors of media multitasking across countries. Int J Commun. 2014;8:2755–2777.
  • Srivastava J, Nakazawa M, Chen Y. Online, mixed, and offline media multitasking: role of cultural, socio-demographic, and media factors. Comput Human Behav. 2016;62:720–729. doi:10.1016/j.chb.2016.04.040
  • Usunier J, Valette-Florence P. The Time Styles Scale. Time Soc. 2007;16(2–3):333–366. doi:10.1177/0961463X07080272
  • Hall ET. The Dance of Life: The Other Dimension of Time. Anchor; 1984.
  • Levine RV. Time and culture. Calif State Univ Fresno. 2013;1:654.
  • Tarkowska E. Review: Time in Contemporary Culture. Polish Sociological Review. 1997;118:191–195.
  • Yang X, Zhu L. Predictors of media multitasking in Chinese adolescents. Int J Psychol. 2016;51(6):430–438. doi:10.1002/ijop.12187
  • Xu S, Wang Z, David P. Media multitasking and well-being of university students. Comput Human Behav. 2016;55:242–250. doi:10.1016/j.chb.2015.08.040
  • Błachnio A, Przepiórka A, Gorbaniuk O, et al. Cultural correlates of internet addiction. Cyberpsychol Behav Soc Netw. 2019;22(4):258–263.
  • Błachnio A, Przepiorka A, Benvenuti M, Mazzoni E, Seidman G. Relations between Facebook intrusion, Internet addiction, life satisfaction, and self-esteem: a study in Italy and the USA. Int J Ment Health Addict. 2019;17:793–805.
  • Kononova A, Zasorina T, Diveeva N, Kokoeva A, Chelokyan A. Multitasking goes global: multitasking with traditional and new electronic media and attention to media messages among college students in Kuwait, Russia, and the USA. Int Commun Gaz. 2014;76(8):617–640. doi:10.1177/1748048514548533
  • Cheng C, Li AY-L. Internet addiction prevalence and quality of (real) life: a meta-analysis of 31 nations across seven world regions. Cyberpsychol Behav Soc Netw. 2014;17(12):755–760. doi:10.1089/cyber.2014.0317
  • Lüdecke, D _sjstats: Statistical Functions for Regression Models (Version 0.18.2) 2022 10.5281/zenodo.1284472 Accessed 19 June 2023
  • Cohen J. Statistical Power Analysis for the Behavioral Sciences (2nd ed.). Hillsdale, NJ, USA: Lawrence Erlbaum Associates; 1988.
  • Hsieh FY, Lavori PW, Cohen HJ, Feussner JR. An Overview of Variance Inflation Factors for Sample-Size Calculation. Eval Health Prof. 2003;26(3):239–257.doi: 10.1177/0163278703255230
  • Snijders TAB. Power and Sample Size in Multilevel Linear Models. In: Everitt BS, Howell DC ( Hrsg.). Encyclopedia of Statistics in Behavioral Science. Chichester, UK: John Wiley and Sons, Ltd; 2005.
  • Tangney JP, Baumeister RF, Boone AL. High Self-Control Predicts Good Adjustment, Less Pathology, Better Grades, and Interpersonal Success. J Pers. 2004;72(2):271–324. doi:10.1111/j.0022-3506.2004.00263.x
  • Baumgartner SE, Weeda WD, van der Heijden LL, Huizinga M. The relationship between media multitasking and executive function in early adolescents. J Early Adolesc. 2014;34(8):1120–1144. doi:10.1177/0272431614523133
  • Kwon M, Lee J, Won W, et al. Development and Validation of a Smartphone Addiction Scale (SAS). PLoS One. 2013;8(2):e56936. doi:10.1371/journal.pone.0056936
  • Demetrovics Z, Király O, Koronczai B, et al. Psychometric properties of the problematic internet use questionnaire short-form (PIUQ-SF-6) in a nationally representative sample of adolescents. PLoS One. 2016;11(8):e0159409. doi:10.1371/journal.pone.0159409
  • Tucker LR. A Method for Synthesis of Factor Analysis Studies. Educational Testing Service Princeton Nj; 1951.
  • Lorenzo-Seva U, Berge JMF. Tucker’ s congruence coefficient as a meaningful index of factor similarity. Methodology. 2006;2(2):57–64. doi:10.1027/1614-1881.2.2.57
  • Hayes AF, Rockwood NJ. Conditional process analysis: concepts, computation, and advances in the modeling of the contingencies of mechanisms. Am Behav Sci. 2020;64(1):19–54.
  • Zhang Z, Zyphur MJ, Preacher KJ. Testing multilevel mediation using hierarchical linear models. Organ Res Methods. 2009;12(4):695–719. doi:10.1177/1094428108327450
  • McNeish DM, Stapleton LM. The effect of small sample size on two-level model estimates: a review and illustration. Educ Psychol Rev. 2016;28(2):295–314. doi:10.1007/s10648-014-9287-x
  • Rockwood NJ, Hayes AF MLmed: an SPSS macro for multilevel mediation and conditional process analysis. In: Poster Presented at the Annual Meeting of the Association of Psychological Science (APS), Boston, MA; 2017.
  • Makowski D, Ben-Shachar M, Patil I, Lüdecke D. Methods and algorithms for correlation analysis in R. J Open Source Softw. 2020;5(51):2306. doi:10.21105/joss.02306
  • Hou Y, Xiong D, Jiang T, Song L, Wang Q. Social media addiction: its impact, mediation, and intervention. Soc Media Addict Its Impact, Mediat Interv. 2019;13(1):54.
  • Andreassen CS, Pallesen S. Social network site addiction - an overview. Curr Pharm Des. 2014;20(25):4053–4061.
  • Mylonopoulos N, Theoharakis V, Mylonopoulos N. Are you keeping your Facebook passions and habit under control ? A dual-system perspective on Facebook addiction-like symptoms Are you keeping your Facebook passions and habit under symptoms. Int J Electron Commer. 2021;25(2):181–203. doi:10.1080/10864415.2021.1887697
  • Lopez RB, Heatherton TF, Wagner DD. Media multitasking is associated with higher risk for obesity and increased responsiveness to rewarding food stimuli. Brain Imaging Behav. 2020;14:1050–1061.
  • Domoff SE, Foley RP, Ferkel R. Addictive phone use and academic performance in adolescents. Hum Behav Emerg Technol. 2020;2(1):33–38. doi:10.1002/hbe2.171
  • May KE, Elder AD. Efficient, helpful, or distracting? A literature review of media multitasking in relation to academic performance. Int J Educ Technol High Educ. 2018;15(1):1–17.
  • Bachnio A, Przepiórka A. The more you use Facebook, the more you risk becoming addicted to it?: a study report. Neuropsychiatry. 2016;6(3):80–84.
  • Jiang Z, Zhao X. Self-control and problematic mobile phone use in Chinese college students: the mediating role of mobile phone use patterns. BMC Psychiatry. 2016;16(1):416. doi:10.1186/s12888-016-1131-z
  • Sagar ME. Predictive role of cognitive flexibility and self-control on social media addiction in university students. Int Educ Stud. 2021;14(4):1–10.
  • Bryan ML, Jenkins SP. Multilevel modelling of country effects: a cautionary tale. Eur Sociol Rev. 2016;32(1):3–22.