Adolescents' academic engagement mediates the association between Internet addiction and academic achievement: The moderating effect of classroom achievement norm

Abstract Although the association between Internet addiction and academic achievement has been widely observed in adolescents in recent years, little is known about the mechanisms of Internet addiction and its adverse effects on academic achievement in terms of individual factors and classroom contexts. The present study examined the relationship between Internet addiction and academic outcomes, the mediating role of academic engagement, and the cross-level moderating effect of classroom achievement norm. By using a short-term longitudinal design, two-wave data were obtained from 2407 students from 47 classes in China over six-months. A multilevel structural equation model was used to explain the nested data structure. Results indicated that the negative effect of Internet addiction on adolescents' later academic achievement was mediated by academic engagement and disaffection at the individual level. Furthermore, classroom achievement norm moderated the association between academic disaffection and achievement, with a significant indirect effect in the high classroom achievement norm classes and a non-significant effect in the low classroom achievement norm classes. These results held after controlling for an individual's gender, age and academic achievement in the first term at the individual level and the class size and school at the classroom level. In conclusion, this study reveals the internal mechanism of how students' Internet addiction leads to the decline of academic achievement. It also provids a practical and effective outlook on the prevention and intervention of the negative effects of Internet addiction in the future teaching practice from the perspective of personal motivation and classroom environment.

[1]  Lei Chang,et al.  The role of classroom norms in contextualizing the relations of children's social behaviors to peer acceptance. , 2004, Developmental psychology.

[2]  David Henry,et al.  Normative Influences on Aggression in Urban Elementary School Classrooms , 2000, American journal of community psychology.

[3]  Daniel J. Bauer,et al.  Simple Intercepts, Simple Slopes, and Regions of Significance in MLR 2-Way Interactions , 2004 .

[4]  Patricia Bijttebier,et al.  Behavioral Engagement, Peer Status, and Teacher–Student Relationships in Adolescence: A Longitudinal Study on Reciprocal Influences , 2016, Journal of Youth and Adolescence.

[5]  Xiaojin Chen,et al.  Repeated Strains, Social Control, Social Learning, and Delinquency , 2014 .

[6]  Carl A. Kallgren,et al.  A Focus Theory of Normative Conduct: A Theoretical Refinement and Reevaluation of the Role of Norms in Human Behavior , 1991 .

[7]  Daniel J. Bauer,et al.  Conceptualizing and testing random indirect effects and moderated mediation in multilevel models: new procedures and recommendations. , 2006, Psychological methods.

[8]  E. Skinner,et al.  Sense of Relatedness as a Factor in Children's Academic Engagement and Performance. , 2003 .

[9]  Louis Leung,et al.  Instant Messaging Addiction among Teenagers in China: Shyness, Alienation, and Academic Performance Decrement , 2009, Cyberpsychology Behav. Soc. Netw..

[10]  Birgit U. Stetina,et al.  Addiction and Engagement: An Explorative Study Toward Classification Criteria for Internet Gaming Disorder , 2015, Cyberpsychology Behav. Soc. Netw..

[11]  Paul A. Chase,et al.  Academic Achievement in the High School Years: The Changing Role of School Engagement , 2014, Journal of Youth and Adolescence.

[12]  Jia Nie,et al.  Impaired inhibition and working memory in response to internet-related words among adolescents with internet addiction: A comparison with attention-deficit/hyperactivity disorder , 2016, Psychiatry Research.

[13]  Greg Roberts,et al.  High school dropouts: interactions between social context, self-perceptions, school engagement, and student dropout. , 2012, Journal of adolescence.

[14]  Aryn M. Dotterer,et al.  Classroom Context, School Engagement, and Academic Achievement in Early Adolescence , 2011, Journal of youth and adolescence.

[15]  Shao-I Chiu,et al.  The relationship between life stress and smartphone addiction on taiwanese university student: A mediation model of learning self-Efficacy and social self-Efficacy , 2014, Comput. Hum. Behav..

[16]  T. Kindermann,et al.  In Peer Matters, Teachers Matter: Peer Group Influences on Students’ Engagement Depend on Teacher Involvement , 2017 .

[17]  Kimberly Young,et al.  Internet Addiction: The Emergence of a New Clinical Disorder , 1998, Cyberpsychology Behav. Soc. Netw..

[18]  C. Ko,et al.  The association between Internet addiction and psychiatric disorder: A review of the literature , 2012, European Psychiatry.

[19]  V. Stavropoulos,et al.  Recognizing internet addiction: prevalence and relationship to academic achievement in adolescents enrolled in urban and rural Greek high schools. , 2013, Journal of adolescence.

[20]  E. Deci,et al.  Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. , 2000, The American psychologist.

[21]  C. Salmivalli,et al.  A Longitudinal Multilevel Study of Individual Characteristics and Classroom Norms in Explaining Bullying Behaviors , 2015, Journal of abnormal child psychology.

[22]  Hatice Odaci,et al.  Academic self-efficacy and academic procrastination as predictors of problematic internet use in university students , 2011, Comput. Educ..

[23]  Alexander Robitzsch,et al.  Multiple imputation of missing covariate values in multilevel models with random slopes: a cautionary note , 2015, Behavior Research Methods.

[24]  Cengiz Şahin An Analysis of Internet Addiction Levels of Individuals according to Various Variables. , 2011 .

[25]  Kristopher J Preacher,et al.  A general multilevel SEM framework for assessing multilevel mediation. , 2010, Psychological methods.

[26]  Ming-Te Wang,et al.  Adolescent educational success and mental health vary across school engagement profiles. , 2013, Developmental psychology.

[27]  Griffiths,et al.  Clinical psychology of Internet addiction: a review of its conceptualization, prevalence, neuronal processes, and implications for treatment , 2015 .

[28]  E. Woody,et al.  Aggressive versus withdrawn unpopular children: variations in peer and self-perceptions in multiple domains. , 1993, Child development.

[29]  Ahmet Akin,et al.  Social self-efficacy, academic locus of control, and internet addiction , 2010, Comput. Educ..

[30]  K. Salmela‐Aro,et al.  The Dark Side of Internet Use: Two Longitudinal Studies of Excessive Internet Use, Depressive Symptoms, School Burnout and Engagement Among Finnish Early and Late Adolescents , 2016, Journal of Youth and Adolescence.

[31]  Reynol Junco,et al.  The relationship between frequency of Facebook use, participation in Facebook activities, and student engagement , 2012, Comput. Educ..

[32]  Ligang Wang,et al.  The association between Internet addiction and both impulsivity and effortful control and its variation with age , 2017 .

[33]  Lei Chang,et al.  The peer group as a context: mediating and moderating effects on relations between academic achievement and social functioning in Chinese children. , 2003, Child development.

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

[35]  C. Salmivalli,et al.  Gender-Specific or Common Classroom Norms? Examining the Contextual Moderators of the Risk for Victimization. , 2013 .

[36]  Kaisa Aunola,et al.  The Role of Peer Groups in Adolescents’ Educational Expectations and Adjustment , 2007 .

[37]  Ulrich Trautwein,et al.  Social dominance in adolescence: the moderating role of the classroom context and behavioral heterogeneity. , 2009, Child development.

[38]  Kristopher J Preacher,et al.  Testing Multilevel Mediation Using Hierarchical Linear Models , 2008 .

[39]  T. Kindermann,et al.  A Motivational Perspective on Engagement and Disaffection , 2009 .

[40]  Eric M. Anderman,et al.  Changes in Achievement Goal Orientations, Perceived Academic Competence, and Grades across the Transition to Middle-Level Schools , 1997, Contemporary educational psychology.

[41]  J. Allen,et al.  Perceptions of Relatedness with Classroom Peers Promote Adolescents’ Behavioral Engagement and Achievement in Secondary School , 2017, Journal of youth and adolescence.

[42]  K. Young Internet Addiction , 2004 .

[43]  Joel S. Steele,et al.  Can student engagement serve as a motivational resource for academic coping, persistence, and learning during late elementary and early middle school? , 2016, Developmental psychology.

[44]  E. Skinner,et al.  Developmental Dynamics of Student Engagement, Coping, and Everyday Resilience , 2012 .

[45]  Carl L. Bankston,et al.  Effect of School Population Socioeconomic Status on Individual Academic Achievement , 1997 .

[46]  Urie Bronfenbrenner,et al.  The Bioecological Model of Human Development , 2007 .

[47]  Jan Kornelis Dijkstra,et al.  Peer Norm Salience for Academic Achievement, Prosocial Behavior, and Bullying , 2015 .

[48]  Viorel Mih,et al.  Achievement Goals and Behavioral and Emotional Engagement as Precursors of Academic Adjusting , 2015 .

[49]  Marinus Voeten,et al.  Person–Group Dissimilarity in Involvement in Bullying and Its Relation with Social Status , 2007, Journal of abnormal child psychology.

[50]  Chloris Qiaolei Jiang Internet addiction among young people in China: Internet connectedness, online gaming and academic performance decrement , 2014, Internet Res..

[51]  Jaap J. A. Denissen,et al.  Do Grades Shape Students' School Engagement? The Psychological Consequences of Report Card Grades at the Beginning of Secondary School. , 2014 .

[52]  Kuo-Lun Hsiao,et al.  Exploring the effect of compulsive social app usage on technostress and academic performance: Perspectives from personality traits , 2017, Telematics Informatics.

[53]  C. Midgley,et al.  Development during adolescence. The impact of stage-environment fit on young adolescents' experiences in schools and in families. , 1993, The American psychologist.

[54]  E. Deci,et al.  Promoting self-determined school engagement: Motivation, learning, and well-being. , 2009 .

[55]  Jacquelynne S. Eccles,et al.  School context, achievement motivation, and academic engagement: A longitudinal study of school engagement using a multidimensional perspective , 2013 .

[56]  H. Davis,et al.  Conceptualizing the Role and Influence of Student-Teacher Relationships on Children's Social and Cognitive Development , 2003 .

[57]  S. Christenson,et al.  Check & Connect: The importance of relationships for promoting engagement with school , 2004 .

[58]  Herman Aguinis,et al.  Best-Practice Recommendations for Estimating Cross-Level Interaction Effects Using Multilevel Modeling , 2013 .

[59]  T. Farmer,et al.  Injunctive and Descriptive Peer Group Norms and the Academic Adjustment of Rural Early Adolescents , 2011 .