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Guo L, Shi G, Du X, Wang W, Guo Y, Lu C. Associations of emotional and behavioral problems with Internet use among Chinese young adults: the role of academic performance. J Affect Disord 2021; 287:214-221. [PMID: 33799040 DOI: 10.1016/j.jad.2021.03.050] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Revised: 03/15/2021] [Accepted: 03/17/2021] [Indexed: 12/18/2022]
Abstract
BACKGROUND To investigate the independent association between different types of emotional and behavioral problems and Internet use (i.e., Internet use time and problematic Internet use [PIU]) among Chinese young adults, and to test whether these associations vary by academic performance. METHODS Data was drawn from the 2019 National School-based Chinese Adolescents Health Survey, and 30,581 undergraduates (mean age: 19.9 [SD: 1.6] years) completed standard questionnaires qualifiedly. Daily hours of Internet use, PIU, emotional and behavioral problems, and academic performance were measured. RESULTS After adjusting for control variables and academic performance, students who reported having emotional problems (daily hours: adjusted unstandardized β estimate=0.14, 95% CI=0.12~0.15; PIU: adjusted unstandardized β estimate=1.82, 95% CI=1.77~1.89), conduct problems (daily hours: adjusted unstandardized β estimate=0.12, 95% CI=0.09~0.15; PIU: adjusted unstandardized β estimate=1.76, 95% CI=1.67~1.84), hyperactivity (daily hours: adjusted unstandardized β estimate=0.08, 95% CI=0.06~0.12; PIU: adjusted unstandardized β estimate=1.46, 95% CI=1.38~1.54), and peer problems (daily hours: adjusted unstandardized β estimate=0.03, 95% CI=0.002~0.05; PIU: adjusted unstandardized β estimate=0.53, 95% CI=0.44~0.62) were more likely to engaged in prolonged daily Internet use and PIU. In contrast, prosocial behavior was negatively associated with Internet use time and PIU. Stratified analyses showed that some of the associations in poor academic performers were stronger than in students with good and average academic performance. LIMITATIONS The cross-sectional design limited the ability to make causal inferences. CONCLUSIONS The findings suggest that the efforts to prevent abnormal Internet use should be focused on students with emotional and behavioral problems or poor academic performance.
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Affiliation(s)
- Lan Guo
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, People's Republic of China; Guangdong Provincial Key Laboratory of Food, Nutrition and Health, Sun Yat-sen University, Guangzhou, 510080, People's Republic of China
| | - Guangduoji Shi
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, People's Republic of China; Guangdong Provincial Key Laboratory of Food, Nutrition and Health, Sun Yat-sen University, Guangzhou, 510080, People's Republic of China
| | - Xueying Du
- Health Promotion Centre for Primary and Secondary Schools of Guangzhou Municipality, Guangzhou, 510080, China
| | - Wanxin Wang
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, People's Republic of China; Guangdong Provincial Key Laboratory of Food, Nutrition and Health, Sun Yat-sen University, Guangzhou, 510080, People's Republic of China
| | - Yangfeng Guo
- Health Promotion Centre for Primary and Secondary Schools of Guangzhou Municipality, Guangzhou, 510080, China
| | - Ciyong Lu
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou 510080, People's Republic of China; Guangdong Provincial Key Laboratory of Food, Nutrition and Health, Sun Yat-sen University, Guangzhou, 510080, People's Republic of China.
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3
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Liu P, Cao J, Nie W, Wang X, Tian Y, Ma C. The Influence of Internet Usage Frequency on Women's Fertility Intentions-The Mediating Effects of Gender Role Attitudes. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:4784. [PMID: 33946141 PMCID: PMC8124929 DOI: 10.3390/ijerph18094784] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 04/23/2021] [Accepted: 04/27/2021] [Indexed: 11/17/2022]
Abstract
The purpose of this study is to verify the influence of internet usage frequency on women's fertility intentions and to examine the mediating effects of gender role attitudes, under the influence of internet usage frequency that affects women's fertility intentions, combined with the specific Chinese cultural context. A cross-sectional secondary data analysis was conducted using a sample of 3113 women of childbearing age in the Chinese General Social Survey in 2017 (CGSS2017). The results of the negative binomial regression model showed that, under the premise of controlling individual characteristic variables, the higher the frequency of internet usage, the lower the fertility intention (p < 0.01). The results of the mediating effect model show that the more frequently women use the internet, the lower their fertility intentions, and the less they agree with Chinese traditional gender roles, which are "men work outside to support the family while women stay at home to take care of the family". These findings have implications in formulating public policies aimed at increasing the fertility rate; that is, it is not enough to increase women's fertility intentions under China's universal two-child policy. Moreover, public policy formulators need to consider gender role attitudes and the influence of the internet as a method for dissemination of information.
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Affiliation(s)
- Pengcheng Liu
- School of Economics, Qingdao University, Qingdao 266061, China;
| | - Jingjing Cao
- School of Business, Qingdao University, Qingdao 266061, China; (J.C.); (C.M.)
| | - Wenjie Nie
- School of Management, Ocean University of China, Qingdao 266100, China;
| | - Xiaojie Wang
- School of Management, Ocean University of China, Qingdao 266100, China;
| | - Yani Tian
- Business School, The University of Sydney, Sydney, NSW 2006, Australia;
| | - Cheng Ma
- School of Business, Qingdao University, Qingdao 266061, China; (J.C.); (C.M.)
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4
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Hayixibayi A, Strodl E, Chen WQ, Kelly AB. School-based relationships and problematic internet use amongst Chinese students. PLoS One 2021; 16:e0248600. [PMID: 33760872 PMCID: PMC7990311 DOI: 10.1371/journal.pone.0248600] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2020] [Accepted: 02/27/2021] [Indexed: 11/29/2022] Open
Abstract
The potential for adolescent mental health problems arising from heavy internet use is significant. There is a need to better understand the risk and protective factors related to problematic internet use (PIU) amongst adolescents. This study examined the role of adolescents’ perceptions of school-based relationships as potential contextual antecedents to problematic internet use. Specifically, 6552 adolescent students (55.9% boys, 13.51 ± 2. 93 years) from 22 primary and middle schools in southern China completed questionnaires to measure the degree of adolescent conflict with peers, teachers and other staff, school connectedness, perceived classroom atmosphere and problematic internet use. Self-reported data was collected using a two-level stratified sampling. Multiple regression analyses showed that conflict with peers and teachers was positively associated with higher levels of PIU, while school connectedness and perceived classroom atmosphere were negatively associated with PIU. An interaction effect was found for conflict with peers and grade level, such that the association between conflict with peers and PIU was stronger for secondary students compared to primary school students. The results support the need for school-based interventions for PIU to include a focus on conflict with peers and teachers, and for a focus on the enhancement of school connectedness and classroom atmosphere.
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Affiliation(s)
- Alimila Hayixibayi
- School of Psychology and Counselling, Queensland University of Technology, Brisbane, Queensland, Australia
- * E-mail:
| | - Esben Strodl
- School of Psychology and Counselling, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Wei-Qing Chen
- Department of Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Adrian B. Kelly
- School of Psychology and Counselling, Queensland University of Technology, Brisbane, Queensland, Australia
- Centre for Inclusive Education, Queensland University of Technology, Brisbane, Queensland, Australia
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7
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Lopez-Fernandez O, Griffiths MD, Kuss DJ, Dawes C, Pontes HM, Justice L, Rumpf HJ, Bischof A, Gässler AK, Suryani E, Männikkö N, Kääriänen M, Romo L, Morvan Y, Kern L, Graziani P, Rousseau A, Hormes JM, Schimmenti A, Passanisi A, Demetrovics Z, Király O, Lelonek-Kuleta B, Chwaszcz J, Dufour M, Ponce Terashima J, Chóliz M, Zacarés JJ, Serra E, Rochat L, Zullino D, Achab S, Landrø NI, Billieux J. Cross-Cultural Validation of the Compulsive Internet Use Scale in Four Forms and Eight Languages. CYBERPSYCHOLOGY BEHAVIOR AND SOCIAL NETWORKING 2019; 22:451-464. [PMID: 31295025 DOI: 10.1089/cyber.2018.0731] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The 14-item Compulsive Internet Use Scale (CIUS) is one of the most frequently internationally adapted psychometric instruments developed to assess generalized problematic Internet use. Multiple adaptations of this instrument have led to versions in different languages (e.g., Arabic and French), and different numbers of items (e.g., from 5 to 16 items instead of the original 14). However, to date, the CIUS has never been simultaneously compared and validated in several languages and different versions. Consequently, the present study tested the psychometric properties of four CIUS versions (i.e., CIUS-14, CIUS-9, CIUS-7, and CIUS-5) across eight languages (i.e., German, French, English, Finnish, Spanish, Italian, Polish, and Hungarian) to (a) examine their psychometric properties, and (b) test their measurement invariance. These analyses also identified the optimal versions of the CIUS. The data were collected via online surveys administered to 4,226 voluntary participants from 15 countries, aged at least 18 years, and recruited from academic environments. All brief versions of the CIUS in all eight languages were validated. Dimensional, configural, and metric invariance were established across all languages for the CIUS-5, CIUS-7, and CIUS-9, but the CIUS-5 and CIUS-7 were slightly more suitable because their model fitted the ordinal estimate better, while for cross-comparisons, the CIUS-9 was slightly better. The brief versions of the CIUS are therefore reliable and structurally stable instruments that can be used for cross-cultural research across adult populations.
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Affiliation(s)
- Olatz Lopez-Fernandez
- 1 International Gaming Research Unit, Psychology Department, Nottingham Trent University, Nottingham, United Kingdom.,2 Laboratory for Experimental Psychopathology, Psychological Sciences Research Institute, Université Catholique de Louvain, Louvain-la-Neuve, Belgium
| | - Mark D Griffiths
- 1 International Gaming Research Unit, Psychology Department, Nottingham Trent University, Nottingham, United Kingdom
| | - Daria J Kuss
- 1 International Gaming Research Unit, Psychology Department, Nottingham Trent University, Nottingham, United Kingdom
| | - Christopher Dawes
- 1 International Gaming Research Unit, Psychology Department, Nottingham Trent University, Nottingham, United Kingdom
| | - Halley M Pontes
- 1 International Gaming Research Unit, Psychology Department, Nottingham Trent University, Nottingham, United Kingdom
| | - Lucy Justice
- 1 International Gaming Research Unit, Psychology Department, Nottingham Trent University, Nottingham, United Kingdom
| | - Hans-Jürgen Rumpf
- 3 Department for Psychiatry and Psychotherapy, University of Lübeck, Lübeck, Germany
| | - Anja Bischof
- 3 Department for Psychiatry and Psychotherapy, University of Lübeck, Lübeck, Germany
| | - Ann-Kathrin Gässler
- 3 Department for Psychiatry and Psychotherapy, University of Lübeck, Lübeck, Germany
| | - Eva Suryani
- 4 Department of Psychiatry and Behavior, School of Medicine, Atma Jaya Catholic University of Indonesia, Jakarta, Indonesia
| | - Niko Männikkö
- 5 Department of Social Services and Rehabilitation, Oulu University of Applied Sciences, Oulu, Finland
| | - Maria Kääriänen
- 6 Research Unit of Nursing Science and Health Management, University of Oulu and Oulu University Hospital, Oulu, Finland
| | - Lucia Romo
- 7 EA 4430 Clinique psychanalyse développement (CLIPSYD), Université Paris Nanterre, Nanterre, France.,8 INSERM UMR-S 1266, Institut de Psychiatrie et Neurosciences de Paris (IPNP), Université Paris Descartes, Paris, France
| | - Yannick Morvan
- 7 EA 4430 Clinique psychanalyse développement (CLIPSYD), Université Paris Nanterre, Nanterre, France.,8 INSERM UMR-S 1266, Institut de Psychiatrie et Neurosciences de Paris (IPNP), Université Paris Descartes, Paris, France
| | - Laurence Kern
- 9 EA 2931, Centre de recherches sur le sport et le mouvement (CESRM), Université Paris Nanterre, Nanterre, France
| | - Pierluigi Graziani
- 10 LPS EA 849, Aix-Marseille University, Marseille, France.,11 Psychologie, Langues, Lettres et Histoire Département, University of Nîmes, Nîmes, France
| | - Amélie Rousseau
- 12 Psychology Department, PSITEC EA 4074, Université Lille Nord de France, Villeneuve d'Ascq, France
| | - Julia M Hormes
- 13 Department of Psychology, University at Albany, State University of New York, Albany, New York
| | - Adriano Schimmenti
- 14 Faculty of Human and Social Sciences, UKE-Kore University of Enna, Cittadella Universitaria, Enna, Italy
| | - Alessia Passanisi
- 14 Faculty of Human and Social Sciences, UKE-Kore University of Enna, Cittadella Universitaria, Enna, Italy
| | - Zsolt Demetrovics
- 15 Department of Clinical Psychology and Addiction, Institute of Psychology, Eötvös Loránd University, Budapest, Hungary
| | - Orsolya Király
- 15 Department of Clinical Psychology and Addiction, Institute of Psychology, Eötvös Loránd University, Budapest, Hungary
| | - Bernadeta Lelonek-Kuleta
- 16 Department of Family Science and Social Work and Katolicki Uniwersytet Lubelski Jana Pawła II, Lublin, Poland
| | - Joanna Chwaszcz
- 17 Department of Psychology, Katolicki Uniwersytet Lubelski Jana Pawła II, Lublin, Poland
| | - Magali Dufour
- 18 Service de toxicomanie, Faculte de medicine Université de Sherbrooke, Longueuil, Canada
| | - Javier Ponce Terashima
- 19 Department of Psychiatry, University Hospitals Cleveland Medical Center/Case Western Reserve University, Cleveland, Ohio
| | - Mariano Chóliz
- 20 Department of Basic Psychology and University of Valencia, Valencia, Spain
| | - Juan José Zacarés
- 21 Department of Developmental and Educational Psychology, University of Valencia, Valencia, Spain
| | - Emilia Serra
- 21 Department of Developmental and Educational Psychology, University of Valencia, Valencia, Spain
| | - Lucien Rochat
- 22 Department of Psychology and Educational Sciences, University of Geneva, Geneva, Switzerland
| | - Daniele Zullino
- 23 Department of Psychiatry, Research Unit Addictive Disorders, University of Geneva, Geneva, Switzerland.,24 Department of Mental Health and Psychiatry, Addiction Division, University Hospitals of Geneva, Geneva, Switzerland
| | - Sophia Achab
- 23 Department of Psychiatry, Research Unit Addictive Disorders, University of Geneva, Geneva, Switzerland.,24 Department of Mental Health and Psychiatry, Addiction Division, University Hospitals of Geneva, Geneva, Switzerland
| | - Nils Inge Landrø
- 25 Department of Psychology, Clinical Neuroscience Research Group, University of Oslo, Oslo, Norway
| | - Joël Billieux
- 26 Institute for Health and Behavior, Addictive and Compulsive Behaviours Lab, University of Luxembourg, Esch-sur-Alzette, Luxembourg
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