Elsevier

Journal of Affective Disorders

Volume 287, 15 May 2021, Pages 214-221
Journal of Affective Disorders

Research paper
Associations of emotional and behavioral problems with Internet use among Chinese young adults: the role of academic performance

https://doi.org/10.1016/j.jad.2021.03.050Get rights and content

Highlights

  • The four difficulties were positively associated with problematic Internet use (PIU) and Internet use time.

  • Prosocial behavior was significantly associated with a decreased risk of PIU and Internet use time.

  • Associations in poor academic performers were stronger than in corresponding groups.

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.

Introduction

The use of Internet has become an integral part of contemporary life worldwide and has increased considerably over the past few decades (Internet Live Stats, 2015). Evidence suggests that appropriate Internet use is beneficial. However, uncontrolled or compulsive Internet use may have adverse effects such as causing severe maladaptive problems, in which the misuse of the Internet may lead to “problem Internet use (PIU)” or “Internet addiction” (Kuss and Lopez-Fernandez, 2016). Considering that a majority of undergraduates are in late adolescence and early adulthood (also can be termed as young adults), which is characterized as a period with multiple tremendous transitions (Nelson et al., 2007), they are more vulnerable to be engaged in health-risk behaviors, including emotional and behavioral problems, and a prolonged Internet use time or even PIU. Indeed, Internet use is one of the most popular academic and recreational activities among undergraduates (Apuke and Iyendo, 2018), and previous evidence suggests that 8~13% of undergraduates may be addicted to the Internet (Alavi et al., 2012). The longer hours of Internet use or PIU has become a growing public health problem, and Chinese young adults are no exception. A previous study reported that 12% young adults in Macau were classified as problematic Internet users (Wu et al., 2013), and a recent study reported that 26.7% of Chinese young adults were Internet dependents (Geng et al., 2018).

Although Internet use is a complex problem, emotional and behavioral problems are reported to be associated with prolonged Internet use time and PIU. Emotional and behavioral problems are prevalent among young adults, and these problems appeared to be elevating in number and severity (Hunt and Eisenberg, 2010). According to the theory proposed by Davis, emotional and behavioral problems may play a role as a distal cause of prolonged Internet use time and PIU. It might be related to that individuals with emotional and behavioral problems might fail in social engagement, which turns out to increase their preference for online social interaction instead of face-to-face communication (Davis, 2001). Moreover, several studies are indicating that there were significant associations of emotional symptoms (Sasmaz et al., 2014), hostility/aggression (Andrade et al., 2020), and attention deficit hyperactivity disorder (ADHD) with PIU. Moreover, considering the educational use of the Internet is prevalent among the majority of the undergraduates in recent years (Apuke and Iyendo, 2018), long time use of the Internet was not wholly consistent with PIU. However, there is a paucity of studies on the effects of different types of emotional and behavioral problems on Internet use (including both Internet use time and PIU) among young adults. Current knowledge surrounding the associations of emotional and behavioral problems with Internet use is predominantly derived from Western countries and adolescents or adults (Kumar et al., 2019; Rosenkranz et al., 2017), with only a few studies performed among young adults in China (Hou et al., 2019).

Additionally, it has also been reported that prolonged Internet use or PIU can have negative influences on cognitive functions and academic performance (Azizi et al., 2019; Firth et al., 2019). Prior studies have demonstrated that poor academic performance was more common among students involved in longer hours of Internet use for leisure and PIU (Azizi et al., 2019; Kim et al., 2017). Despite evidence suggesting Internet use and academic performance being correlated, few studies have been undertaken to investigate the role of academic performance in the effects of emotional and behavioral problems on Internet use. However, this is particularly important in Chinese populations where there is a dearth of related research despite China's cultural context, which demonstrates highly valued education and serious academic competition (Zhao et al., 2015). Therefore, we conducted this large-scale study to test the independent associations between different types of emotional and behavioral problems and Internet use (i.e., Internet use time and PIU) among Chinese young adults, and to test the moderating role of academic performance in the afore-mentioned associations.

Section snippets

Study design and participants

This study adopted the data from the 2019 National School-based Chinese Adolescents Health Survey (SCAHS) (Guo et al., 2019). In this study, we focused on Chinese young adults, and the procedures for data collection were as follows. A multistage, stratified cluster, random sampling method is used to recruit college/university students in China. In stage 1, a total of 10 provinces were first randomly selected (i.e., Xinjiang; Nei Mongol; Heilongjiang; Shandong; Henan; Chongqing; Guizhou; Hunan;

Results

As shown in Table 1, of 30,581 eligible participants, 12,925 (42.3%) were males. The mean age of the students was 19.9 (SD: 1.6) years old. The mean SDQ scores of emotional problems, conduct problems, hyperactivity, peer problems, and prosocial behavior were 2.2 (SD: 2.1), 1.9 (SD: 1.5), 3.9 (SD: 1.6), 4.3 (SD: 1.5), and 7.3 (SD: 2.2), respectively. The mean IAT scores were 33.0 (SD: 11.3), and the mean daily hours of Internet use were 4.3 (SD: 3.1) hours. Moreover, the weighted prevalence of

Discussion

To our knowledge, this is the first large-scale study aimed to test the associations of emotional and behavioral problems with daily hours of Internet use as well as PIU among Chinese young adults. This study reported that the average IAT scores among Chinese young adults were 33.0 (11.3), and the average amount of time spent on Internet use was 4.3 (3.1) hours. These results might be related to undergraduates typically have large blocks of unstructured time and are away from parental control

Conclusions

In summary, this study found that emotional and behavioral problems, excessive Internet use, and PIU were common among Chinese young adults. The four difficulties (including emotional problems, conduct problems, hyperactivity, and peer problems) were positively associated with daily Internet use time and PIU, and prosocial behavior was significantly associated with the decreased risk of prolonged Internet use time and PIU. The interaction effects (between emotional problems/hyperactivity and

Contributors

The SCAHS was originally conceived by Ciyong Lu and Lan Guo. The present survey was designed by Lan Guo, Xueying Du, Yangfeng Guo and Ciyong Lu. Data analysis was performed by Lan Guo, Guangduoji Shi, Xuying Du, and Wanxin Wang. The manuscript was prepared primarily by Lan Guo, Guangduoji Shi and Xueying Du with a number of edits from Ciyong Lu. All authors were in agreement with the final submitted manuscript.

Role of funding source

This study was supported by the National Natural Science Foundation of China (grant No. 81761128030; grant No. 81903339), and Natural Science Foundation of Guangdong Province (grant No. 2018A0303130331; grant No. 2019A1515011091). The funders had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication.

Declaration of Competing Interest

None.

Acknowledgments

We wish to give particular thanks to all participants who have made the study possible, and also gratefully acknowledge technical support from the School of Public Health, Sun Yat-sen University.

References (46)

  • A. Andrade et al.

    Findings on the relationship between Internet addiction and psychological symptoms in Brazilian adults

    INT J PSYCHOL

    (2020)
  • O.D. Apuke et al.

    University students’ usage of the internet resources for research and learning: forms of access and perceptions of utility

    Heliyon

    (2018)
  • S.M. Azizi et al.

    The relationship between social networking addiction and academic performance in Iranian students of medical sciences: a cross-sectional study

    BMC Psychol

    (2019)
  • B.A. Bell et al.

    Use of design effects and sample weights in complex health survey data: a review of published articles using data from 3 commonly used adolescent health surveys

    AM J PUBLIC HEALTH

    (2012)
  • A. Brighi et al.

    Young, Bullying, and Connected. Common Pathways to Cyberbullying and Problematic Internet Use in Adolescence

    FRONT PSYCHOL

    (2019)
  • C. Chen et al.

    Psychometric properties of the Strengths and Difficulties Questionnaire-Chinese version: a systematic review (in Chinese)

    Chin J Public Health

    (2017)
  • Y Du et al.

    The validity, reliability and normative scores of the parent, teacher and self report versions of the Strengths and Difficulties Questionnaire in China

    Child Adolesc Psychiatry Ment Health

    (2008)
  • J. Firth et al.

    The “online brain”: how the Internet may be changing our cognition

    WORLD PSYCHIATRY

    (2019)
  • R. Goodman et al.

    The Strengths and Difficulties Questionnaire: a pilot study on the validity of the self-report version

    Eur Child Adolesc Psychiatry

    (1998)
  • K. Grøtan et al.
    (2019)
  • L. Guo et al.

    Association between weekday sleep duration and nonmedical use of prescription drug among adolescents: the role of academic performance

    Eur Child Adolesc Psychiatry

    (2019)
  • X.L. Hou et al.

    The relationship between perceived stress and problematic social networking site use among Chinese college students

    J BEHAV ADDICT

    (2019)
  • Internet Live Stats, 2015. Internet...
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