Grit Perseverance, Not Passion, Moderates the Association Between Behavioral Inhibition/Approach System and Internet Addiction in Adolescents

References

• Joshi SC, Rose G . Information technology, internet use, and adolescent cognitive development. 2018 3rd International Conference on Computational Systems and Information Technology for Sustainable Solutions (CSITSS); 2018; Bengaluru, India.
   Google Scholar
• Kann L, McManus T, Harris WA, et al. Youth risk behavior surveillance - United States, 2017. MMWR Surveill Summ. 2018;67(8):1–114. doi:10.15585/mmwr.ss6708a1
   PubMed Web of Science ®Google Scholar
• Masaeli N, Farhadi H. Prevalence of internet-based addictive behaviors during COVID-19 pandemic: a systematic review. J Addict Dis. 2021;39(4):468–488. doi:10.1080/10550887.2021.1895962
   PubMed Web of Science ®Google Scholar
• Ferrante L, Venuleo C. Problematic internet use among adolescents and young adults: a systematic review of scholars’ conceptualisations after the publication of DSM5. Mediterr J Clin Psyc. 2021;9:2.
   Web of Science ®Google Scholar
• Weinstein A, Lejoyeux M. Internet addiction or excessive internet use. Am J Drug Alcohol Abuse. 2010;36(5):277–283.
   PubMed Web of Science ®Google Scholar
• Young KS. Internet addiction: evaluation and treatment. BMJ. 1999;319(Suppl S4):9910351. doi:10.1136/sbmj.9910351
   Google Scholar
• Kuss DJ, Griffiths MD, Karila L, et al. Internet addiction: a systematic review of epidemiological research for the last decade. Curr Pharm Des. 2014;20(25):4026–4052. doi:10.2174/13816128113199990617
   PubMed Web of Science ®Google Scholar
• Dong H, Yang F, Lu X, et al. Internet addiction and related psychological factors among children and adolescents in China during the coronavirus disease 2019 (COVID-19) epidemic. Front Psychiatry. 2020;11:00751. doi:10.3389/fpsyt.2020.00751
   PubMed Web of Science ®Google Scholar
• Young KS. Internet addiction: a new clinical phenomenon and its consequences. Am Behav Sci. 2004;48(4):402–415. doi:10.1177/0002764204270278
   Web of Science ®Google Scholar
• Ko CH, Yen JY, Chen CC, et al. Tridimensional personality of adolescents with internet addiction and substance use experience. Can J Psychiatry. 2006;51(14):887–894. doi:10.1177/070674370605101404
   PubMed Web of Science ®Google Scholar
• Liu M, Wu L, Yao S. Dose-response association of screen time-based sedentary behaviour in children and adolescents and depression: a meta-analysis of observational studies. Br J Sports Med. 2016;50(20):1252–1258. doi:10.1136/bjsports-2015-095084
   PubMed Web of Science ®Google Scholar
• Sami H, Danielle L, Lihi D, et al. The effect of sleep disturbances and internet addiction on suicidal ideation among adolescents in the presence of depressive symptoms. Psychiatry Res. 2018;267:327–332. doi:10.1016/j.psychres.2018.03.067
   PubMed Web of Science ®Google Scholar
• Cerniglia L, Zoratto F, Cimino S, et al. Internet addiction in adolescence: neurobiological, psychosocial and clinical issues. Neurosci Biobehav Rev. 2017;76(Pt A):174–184. doi:10.1016/j.neubiorev.2016.12.024
   PubMed Web of Science ®Google Scholar
• Smillie LD, Pickering AD, Jackson CJ. The new reinforcement sensitivity theory: implications for personality measurement. Pers Soc Psychol Rev. 2006;10(4):320–335. doi:10.1207/s15327957pspr1004_3
   PubMed Web of Science ®Google Scholar
• Gray JA. The neuropsychology of temperament. In: Strelau J, Angleitner A, editors. Explorations in Temperament: International Perspectives on Theory and Measurement. Boston, MA: Springer US; 1991:105–128.
   Google Scholar
• Somerville LH, Casey BJ. Developmental neurobiology of cognitive control and motivational systems. Curr Opin Neurobiol. 2010;20(2):236–241. doi:10.1016/j.conb.2010.01.006
   PubMed Web of Science ®Google Scholar
• Xie J, Fang P, Zhang Z, et al. Behavioral inhibition/activation systems and depression among females with substance use disorder: the mediating role of intolerance of uncertainty and anhedonia. Front Psychiatry. 2021;12:644882. doi:10.3389/fpsyt.2021.644882
   PubMed Web of Science ®Google Scholar
• Li Q, Dai W, Zhong Y, et al. The mediating role of coping styles on impulsivity, behavioral inhibition/approach system, and internet addiction in adolescents from a gender perspective. Front Psychol. 2019;10:2402. doi:10.3389/fpsyg.2019.02402
   PubMed Web of Science ®Google Scholar
• Park SM, Park YA, Lee HW, et al. The effects of behavioral inhibition/approach system as predictors of Internet addiction in adolescents. Pers Individ Dif. 2013;54(1):7–11. doi:10.1016/j.paid.2012.07.033
   Web of Science ®Google Scholar
• Yen JY, Cheng-Fang Y, Chen CS, et al. The bidirectional interactions between addiction, behaviour approach and behaviour inhibition systems among adolescents in a prospective study. Psychiatry Res. 2012;200(2–3):588–592. doi:10.1016/j.psychres.2012.03.015
   PubMed Web of Science ®Google Scholar
• Balconi M, Venturella I, Finocchiaro R, Brain oscillations, inhibitory control mechanisms and rewarding bias in web addiction. Two opposite young subjects’ clusters? Neuropsychol Trends. 2018;23:35–66. doi:10.7358/neur-2018-023-bal1
   Web of Science ®Google Scholar
• Nam CR, Lee DH, Lee JY, et al. The role of resilience in internet addiction among adolescents between sexes: a moderated mediation model. J Clin Med. 2018;7(8):222. doi:10.3390/jcm7080222
   PubMed Web of Science ®Google Scholar
• Corr PJ. Reinforcement sensitivity theory and personality. Neurosci Biobehav Rev. 2004;28(3):317–332. doi:10.1016/j.neubiorev.2004.01.005
   PubMed Web of Science ®Google Scholar
• Pickering AD, Corr PJ, Gray JA. Interactions and reinforcement sensitivity theory: a theoretical analysis of rusting and Larsen (1997). Pers Individ Dif. 1999;26(2):357–372.
   Web of Science ®Google Scholar
• Eysenck HJ. Addiction, personality and motivation. Hum Psychopharm Clin. 1997;12(S2):S79–S87.
   Google Scholar
• Davis C, Loxton NJ. Addictive behaviors and addiction-prone personality traits: associations with a dopamine multilocus genetic profile. Addict Behav. 2013;38(7):2306–2312. doi:10.1016/j.addbeh.2013.02.012
   PubMed Web of Science ®Google Scholar
• Jaffee WB, D’Zurilla TJ. Personality, problem solving, and adolescent substance use. Behav Ther. 2009;40(1):93–101. doi:10.1016/j.beth.2008.03.001
   PubMed Web of Science ®Google Scholar
• Hidalgo-Fuentes S. Problematic smartphone use: the role of the big five, the dark triad and impulsivity. Aloma. 2021;39(1):17–26.
   Google Scholar
• Carver CS, White TL. Behavioral inhibition, behavioral activation, and affective responses to impending reward and punishment: the BIS/BAS scales. J Pers Soc Psychol. 1994;67(2):319. doi:10.1037/0022-3514.67.2.319
   Web of Science ®Google Scholar
• Franken IHA, Muris P. BIS/BAS personality characteristics and college students’ substance use. Pers Individ Dif. 2006;40(7):1497–1503. doi:10.1016/j.paid.2005.12.005
   Web of Science ®Google Scholar
• Yen JY, Ko CH, Yen CF, et al. The association between harmful alcohol use and internet addiction among college students: comparison of personality. Psychiatry Clin Neurosci. 2009;63(2):218–224. doi:10.1111/j.1440-1819.2009.01943.x
   PubMed Web of Science ®Google Scholar
• Duckworth AL, Peterson C, Matthews MD, et al. Grit: perseverance and passion for long-term goals. J Pers Soc Psychol. 2007;92(6):1087–1101. doi:10.1037/0022-3514.92.6.1087
   PubMed Web of Science ®Google Scholar
• Siah PC, Dobson E, Dawson V, et al. Grit as a predictor of adolescents’ mobile phone addiction. Educ Health. 2016;34(4):87–90.
   Google Scholar
• Yang H, Tng GYQ, Khoo SS, et al. Multidimensional profiles of addictive smartphone use: a latent profile analysis. Curr Psychol. 2022;1–14 doi:10.1007/s12144-022-02881-x.
   Web of Science ®Google Scholar
• Chua SP, YiRong BS, Yang SZ. Social media addiction and academic adjustment: the mediating or moderating effect of grit personality. Int J Psychol Educ. 2020;7(3):143–151. doi:10.17220/ijpes.2020.03.013
   Google Scholar
• Siah PC, Hui Wen NGA, Foo C, et al. Grit personality as a mediator or moderator for the effects of internet addiction on procrastination. J Institutional Res South East Asia. 2019;17(2):18–32.
   Google Scholar
• Maddi SR, Erwin LM, Carmody CL, et al. Relationship of hardiness, grit, and emotional intelligence to internet addiction, excessive consumer spending, and gambling. J Posit Psychol. 2013;8(2):128–134. doi:10.1080/17439760.2012.758306
   Web of Science ®Google Scholar
• Kong Y, Lim J. Structural relationship among children’s academic stress, grit, executive function difficulty, and media device addiction. Family Environ Res. 2021;59(3):387–400. doi:10.6115/fer.2021.028
   Google Scholar
• Kim DH, H- j K. Multiple mediating effects of depression, academic helplessness, and smartphone addiction tendency in the relationship between self-esteem and grit of adolescents. J Digit Converg. 2021;19(1):443–451.
   Google Scholar
• Lan X, Wang W. Parental attachment and problematic internet use among Chinese adolescents: the moderating role of gender and grit. Int J Environ Res Public Health. 2020;17(23):8933. doi:10.3390/ijerph17238933
   PubMed Web of Science ®Google Scholar
• Li L, Zhu J. Peer victimization and problematic internet game use among Chinese adolescents: a moderated mediation model of school engagement and grit. Curr Psychol. 2020;41(4):1943–1950. doi:10.1007/s12144-020-00718-z
   Web of Science ®Google Scholar
• Taubitz LE, Pedersen WS, Larson CL. BAS reward responsiveness: a unique predictor of positive psychological functioning. Pers Individ Dif. 2015;80:107–112. doi:10.1016/j.paid.2015.02.029
   PubMed Web of Science ®Google Scholar
• Duckworth A, Gross JJ. Self-control and grit: related but separable determinants of success. Curr Dir Psychol Sci. 2014;23(5):319–325. doi:10.1177/0963721414541462
   PubMed Web of Science ®Google Scholar
• Kaack I, Chae J, Shadli SM, et al. Exploring approach motivation: correlating self-report, frontal asymmetry, and performance in the effort expenditure for rewards task. Cogn Affect Behav Neurosci. 2020;20(6):1234–1247. doi:10.3758/s13415-020-00829-x
   PubMed Web of Science ®Google Scholar
• Credé M, Tynan MC, Harms PD. Much ado about grit: a meta-analytic synthesis of the grit literature. J Pers Soc Psychol. 2017;113(3):492–511. doi:10.1037/pspp0000102
   PubMed Web of Science ®Google Scholar
• Silvia PJ, Eddington KM, Beaty RE, et al. Gritty people try harder: grit and effort-related cardiac autonomic activity during an active coping challenge. Int J Psychophysiol. 2013;88(2):200–205. doi:10.1016/j.ijpsycho.2013.04.007
   PubMed Web of Science ®Google Scholar
• Mak KK, Lai CM, Ko CH, et al. Psychometric properties of the revised Chen Internet Addiction Scale (CIAS-R) in Chinese adolescents. J Abnorm Child Psychol. 2014;42(7):1237–1245. doi:10.1007/s10802-014-9851-3
   PubMed Web of Science ®Google Scholar
• Ko CH, Yen JY, Yen CF, et al. Screening for internet addiction: an empirical study on cut-off points for the chen internet addiction scale. Kaohsiung J Med Sci. 2005;21(12):545–551. doi:10.1016/S1607-551X(09)70206-2
   PubMedGoogle Scholar
• Tian X, Xiang H, Wang Y. Reliability and validity of the Chinese version of the BIS-BAS scale. J China Guizhou Med Univ. 2017;42(4):426–430.
   Google Scholar
• Duckworth AL, Quinn PD. Development and validation of the Short Grit Scale (Grit-S). J Pers Assess. 2009;91(2):166–174. doi:10.1080/00223890802634290
   PubMed Web of Science ®Google Scholar
• Hayes AF. Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach. New York: Guilford publications; 2013.
   Google Scholar
• Preacher KJ, Hayes AF. Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behav Res Methods. 2008;40(3):879–891. doi:10.3758/BRM.40.3.879
   PubMed Web of Science ®Google Scholar
• Podsakoff PM, MacKenzie SB, Lee JY, et al. Common method biases in behavioral research: a critical review of the literature and recommended remedies. J Appl Psychol. 2003;88(5):879–903. doi:10.1037/0021-9010.88.5.879
   PubMed Web of Science ®Google Scholar
• Giles G, Price IR. Adolescent computer use: approach, avoidance, and parental control. Aust J Psychol. 2008;60(2):63–71. doi:10.1080/00049530701829896
   Web of Science ®Google Scholar
• Kelley AE, Schochet T, Landry CF. Risk taking and novelty seeking in adolescence: introduction to part I. Ann N Y Acad Sci. 2004;1021(1):27–32. doi:10.1196/annals.1308.003
   PubMed Web of Science ®Google Scholar
• Meerkerk G-J, van den Eijnden RJJM, Franken IHA, et al. Is compulsive internet use related to sensitivity to reward and punishment, and impulsivity? Comput Human Behav. 2010;26(4):729–735. doi:10.1016/j.chb.2010.01.009
   Web of Science ®Google Scholar
• Lee M, Chung SJ, Lee Y, et al. Investigation of correlated internet and smartphone addiction in adolescents: copula regression analysis. Int J Environ Res Public Health. 2020;17(16):5806. doi:10.3390/ijerph17165806
   PubMed Web of Science ®Google Scholar
• Li Y, Guan Y, Wang F, et al. Big-five personality and BIS/BAS traits as predictors of career exploration: the mediation role of career adaptability. J Vocat Behav. 2015;89:39–45. doi:10.1016/j.jvb.2015.04.006
   Web of Science ®Google Scholar
• Duckworth AL. Grit: The Power of Passion and Perseverance. New York: Scribner; 2016.
   Google Scholar
• Bowman NA, Hill PL, Denson N, et al. Keep on truckin’ or stay the course? Exploring grit dimensions as differential predictors of educational achievement, satisfaction, and intentions. Soc Psychol Personal Sci. 2015;6(6):639–645. doi:10.1177/1948550615574300
   Web of Science ®Google Scholar
• Anderson EL, Steen E, Stavropoulos V. Internet use and problematic internet use: a systematic review of longitudinal research trends in adolescence and emergent adulthood. Int J Adolesc Youth. 2017;22(4):430–454. doi:10.1080/02673843.2016.1227716
   Web of Science ®Google Scholar
• Liu M, Zhang J, Hu E, et al. Combined patterns of physical activity and screen-related sedentary behavior among Chinese adolescents and their correlations with depression, anxiety and self-injurious behaviors. Psychol Res Behav Manag. 2019;12:1041–1050. doi:10.2147/PRBM.S220075
   PubMed Web of Science ®Google Scholar
• Zheng X, Chen J, Li C, et al. The influence of stressful life events on adolescents’ problematic internet use: the mediating effect of self-worth and the moderating effect of physical activity. Int J Ment Health Addict. 2022;1–18 doi:10.1007/s11469-022-00758-5.
   Web of Science ®Google Scholar