- 1School of Management Science and Engineering, Nanjing University of Information Science and Technology, Nanjing, Jiangsu, China
- 2Research Institute for Environment and Health, School of Law and Public Administration, Nanjing University of Information Science and Technology, Nanjing, Jiangsu, China
- 3Department of Statistics, University of South Carolina, Columbia, SC, United States
Objectives: This study aimed to explore the effect of parental rearing styles on internet addiction among college students, specifically assessing the mediating roles of self-esteem and self-control in the influencing path.
Methods: A cross-sectional questionnaire survey was conducted among college students in a city in eastern China in 2022. Chained mediation effect tests, employing Model 6 of PROCESS with SPSS (27.0), were utilized to statistically analyze the pathways of factors such as parenting styles, self-esteem, and self-control that influence Internet addiction.
Results: Positive parenting styles served as protective factors against internet addiction, whereas negative parenting styles constituted potential risk factors. Self-esteem and self-control fully mediated the association between positive parenting styles and internet addiction. Conversely, they partially mediated the relationship between negative parenting styles and internet addiction.
Conclusion: Interventions should attach importance to improving positive parenting styles and reducing negative parenting styles, and aim to cultivate self-esteem and strengthen self-control, which are essential to effectively address internet addiction in college students.
1 Introduction
As of 2021, global internet penetration surpassed 60%, with remarkably high rates of 93% in the U.S. and 67% in Asia. Asian people account for 54% of the global internet population (IWS, 2023). A significant portion of college students’ time is devoted to online gaming, social interaction, and information seeking, often hindering their ability to disengage (He et al., 2021; Zhang et al., 2023). While judicious internet use offers advantages, unchecked usage frequently creates challenges and may even result in internet addiction (Liu et al., 2017). Moreover, the nomenclature surrounding excessive and detrimental internet use remains contested and can be referred to as internet addiction, pathological internet use, internet dependence, problematic internet use, or excessive internet use (Yang and Kim, 2021; Cash et al., 2012; Moretta and Buodo, 2020). This study adopts the term “internet addiction”—prevalent in China—to denote an excessive preoccupation with the internet (Guo et al., 2024).
Internet addiction is prevalent among middle school, high school, and college students worldwide (Wallace, 2014). Students who experience internet addiction may develop mental health problems, risky emotional regulation, and social anxieties (Yung et al., 2015), among other challenges. Internet addiction can result in a range of negative effects for students, including poor concentration and lower academic performance (Dol, 2016), mood and anxiety disorders (Spada, 2014), high levels of aggression (Ko et al., 2009), personality disorders (Jiang and Leung, 2012), and impulsivity (De Berardis et al., 2009). Therefore, understanding the factors that contribute to internet addiction is crucial. Research indicates a strong association between parenting styles and internet addiction in children, adolescents, and college students (Tang et al., 2018; Karaer and Akdemir, 2019; Agbaria and Bdier, 2022; Li et al., 2018). While Chinese parents often demonstrate characteristics consistent with authoritarian parenting, their behavioral patterns may reflect cultural norms, values, and beliefs that diverge from the Western conceptualization of authoritarianism, as described by Floros et al. (2013). In collectivist cultures like China, parenting practices often emphasize obedience and academic pressure. Behaviors labeled “authoritarian” in the West may be seen as caring or supportive in the East Asian context (Baumrind, 1991; Chao, 1994). Therefore, assessing the effects of both supportive and detrimental parenting practices among Chinese parents on internet addiction in college students holds considerable practical importance.
1.1 Variables and objectives
1.1.1 Parenting styles
According to typical patterns of parental attitudes and emotional support offered to children, parenting styles are recognized as influential determinants of children’s emotional and behavioral development (Safdar and Zahrah, 2016), and reflect consistent patterns of parental attitudes, responsiveness, and disciplinary strategies. Parental styles are classified into four primary categories: neglectful, permissive, authoritarian, and authoritative (Chao, 1994). Drawing on Safdar and Zahrah (2016), these styles are broadly characterized as either positive (authoritative types) or negative (permissive, neglectful and authoritarian types) in their influence.
Research consistently indicates that parenting style is a strong predictor of internet addiction among college students (Huang et al., 2010; Najia and Sara, 2024; Sharabany et al., 2008; Siomos et al., 2012; Valcke et al., 2010). Positive parenting practices, such as emotional warmth, appear to protect against internet addiction, whereas negative parenting practices, such as rejection and overprotection, represent possible risk factors for their development (Guo et al., 2024). When a warm family environment is lacking, college students may compensate by seeking comfort in online activities, a behavior that can escalate into internet addiction (Zhang et al., 2019). In the East Asian cultural context, parenting styles exhibit distinct expressions and impacts compared to Western societies. Research indicates that while authoritarian parenting is commonly categorized as a negative style, it may not universally yield adverse outcomes within collectivist cultures, where societal norms emphasize obedience and hierarchical family structures (Chao, 1994; Rudy and Grusec, 2006). Considering that the effects of authoritative and authoritarian parenting styles can vary across cultural environments, parental warmth was chosen as a representative positive parenting style for the analysis in this study.
1.1.2 Self-esteem and self-control
Self-esteem, defined as an individual’s overall sense of worth and holistic appraisal of personal value (Brailovskaia and Margraf, 2020), has been found to correlate negatively with internet addiction (Dai et al., 2024; Kumar and Mondal, 2016). Adolescents and students with low self-esteem may engage in excessive internet use to compensate for their inadequacies, alleviate social anxiety, or reduce emotional distress. This behavior reflects attempts to seek online validation and reduce discomfort, contributing to internet dependency (Shi et al., 2017; Yücens and Üzer, 2018). Such compensatory behavior can become habitual, ultimately fostering internet addiction (Du et al., 2024; Niemz et al., 2005; Griffiths, 2000).
Research suggests a crucial relationship between college students’ self-esteem and their parents’ child-rearing practices. Empirical evidence indicates that children reared in environments characterized by emotional warmth and parental validation tend to cultivate robust self-worth, whereas exposure to chronic criticism or neglect heightens vulnerability to low self-esteem (Milevsky et al., 2007). Moreover, self-esteem is positively related to self-control, suggesting a cascading effect whereby parenting influences self-esteem, which then affects self-regulation capacity (Tangney et al., 2004).
Self-control, the conscious regulation of impulses, habits, and automatic responses in service of long-term goals (Tangney et al., 2004; Carver and Scheier, 2002), has been found to correlate inversely with internet addiction in middle school and college students (Bagatarhan et al., 2023; Zhang et al., 2022; Li et al., 2021; Du and Zhang, 2022; Agbaria and Bdier, 2021; Li et al., 2021). Adolescents and college students with poor self-control are more likely to engage in impulsive online behaviors, prioritize immediate gratification, and struggle to moderate their internet use, especially in the absence of external supervision (Bagatarhan et al., 2023; Zhang et al., 2022; Li J. J. et al., 2021; Du and Zhang, 2022; Agbaria and Bdier, 2021; Li S. Q. et al., 2021; Tang et al., 2015; Stein and Witkiewitz, 2019; Hameed and Irfan, 2021). Parenting styles play a crucial role in shaping the development of self-control. Positive parenting cultivates self-regulatory abilities through consistent behavioral modeling, clear boundary setting, and autonomy support (Eisenberg et al., 2005). Conversely, negative parenting, particularly permissive or authoritarian approaches, is significantly correlated with heightened impulsivity and self-regulatory deficits (Lengua, 2006).
Besides, gender differences in internet addiction have been increasingly observed. Male students show higher levels of internet addiction than females, due to greater involvement in online gaming and risk-taking behaviors (Günaydin, 2021; Mehroof and Griffiths, 2010). However, females may be more susceptible to social media-related addiction. Studies suggest that parenting styles’ impact on internet addiction differs by gender, with maternal warmth showing stronger associations with reduced addiction in female students, while paternal control may have greater effect on males (Yao et al., 2013; Shek et al., 2018). These findings highlight the need to examine potential gender-based moderating effects on the pathways linking parenting styles to internet addiction (Blase et al., 2021; Chen et al., 2019; Duckworth et al., 2019; Ebeid et al., 2019; Kiel and Maack, 2012; Liu et al., 2021; Oliva et al., 2019; Troll et al., 2021).
1.2 Objectives
Previous studies have demonstrated the mediating effects of both self-esteem and self-control on the relationship between parenting style and Internet addiction (Dai et al., 2024; Bagatarhan et al., 2023). However, research exploring the mediating mechanisms of these factors among college students remains scarce. A thorough understanding of these mediating factors and how they function in the relationship between diverse parenting styles and Internet addiction among college students is essential, as such insights can contribute significantly to preserving the mental health of this population. In addition, to the best of our knowledge, research on the roles of self-esteem and self-control in internet addiction among college students, and particularly on their mediating influence on the association between parenting styles and Internet addiction, is generally lacking. Therefore, this study aims:
a. to understand the relationship between different parenting styles and internet addiction in the undergraduate student population.
b. to explore how self-esteem and self-regulation mediate the relationship between parenting approaches and internet addiction, and to compare differences in these mediating effects across different parenting styles (see Figure 1).
2 Methods
2.1 Subjects of study
This study draws upon data from a 2022 cross-sectional survey administered in a major, economically prosperous city in eastern China. Participants were randomly sampled from four colleges in a single university. Senior students, primarily engaged in off-campus internships, were excluded from the sample. Questionnaires were administered in classrooms after scheduled classes. From the 2,190 questionnaires collected, 2,065 were considered valid after excluding those with missing data, resulting in a valid response rate of 94.3%.
2.2 Research variables
2.2.1 Positive parenting styles
This construct was assessed through three items, “Parental providers allow me to be unique,” “I can feel loved by my parents/providers,” and “When things are not going my way, my parental providers always encourage and help me.” Each item employed a 4-point scale ranging from 1 (never) to 4 (often), with higher scores indicating higher levels of caring parental behavior. These items were drawn from the Egna Minnen av Barndoms Uppfostran (EMBU) (Arrindell et al., 1998). For analytical purposes, a composite variable was constructed by averaging the responses to these three items. Reliability analysis derived a Cronbach’s alpha of 0.763. Validity was assessed through KMO sampling adequacy, which was 0.681 (p < 0.0001).
2.2.2 Negative parenting styles
This construct was assessed utilizing items reflecting controlling, neglectful, and permissive parenting styles. Example items include: “My parents interfered with everything I did when I was growing up,” “My parents favored me when I got into trouble,” and “My parents have no time to take care of me.” Each item employed a 4-point Likert scale ranging from 1 (never) to 4 (often), with higher scores signifying greater parental neglect. These items were drawn from the Egna Minnen av Barndoms Uppfostran (EMBU) (Arrindell et al., 1998). The mean score was calculated for analysis. Reliability: Cronbach’s Alpha = 0.779; Validity: KMO Sampling Suitability Measure = 0.833, Significance <0.0001.
2.2.3 Self-esteem levels
This construct was measured utilizing items such as “I feel that I am as useful as anyone else,” “I feel that I have many advantages,” and “I can do things as well as most people.” Responses were recorded on a 4-point scale ranging from 1 (very poor) to 4 (very well), with higher scores indicating greater self-esteem among college students. This scale is adapted from the Rosenberg Self-Esteem Scale developed by American psychologist Rosenberg (1989), a widely utilized measure of personal self-confidence. A mean score was calculated for analysis. Reliability: Cronbach’s Alpha = 0.916; Validity: KMO Sampling Suitability Scale = 0.893, Significance <0.0001.
2.2.4 Self-control levels
This construct was evaluated with items such as “I often cannot resist temptation,” “It is difficult for me to get rid of bad habits,” and “I am lazy.” Each item utilized a 5-point scale, ranging from 1 (strongly agree) to 5 (completely disagree). Higher scores corresponded to greater self-control among college students. The self-control items used in this study were compiled from the standardized College Students’ Self-Control Scale (Tan and Guo, 2008). A mean score was computed for analysis. Reliability: Cronbach’s Alpha = 0.885; Validity: KMO Measure of Sampling Adequacy = 0.919, Significance <0.0001.
2.2.5 Internet addiction (10-item internet addiction test: internet addiction test—10, IAT-10)
This construct was evaluated with items such as, “Are you too concerned about the Internet,” “Do you feel the need to increase your internet time to feel satisfied,” and “Is it difficult for you to reduce or control your use of the Internet.” Each item was scored dichotomously, either 1 (yes) or 0 (no). This study utilized the 10-item Internet Addiction Scale developed by Brand et al. (2014), which comprises 10 Internet addiction symptoms. Participants responded “yes,” scored 1 or “no,” scored 0 to items reflecting their internet use over the past year, with higher scores indicating greater internet addiction. Reliability: Cronbach’s Alpha = 0.885; Validity: KMO Measure of Sampling Adequacy = 0.899, significance <0.0001.
Control variables: gender was used as a control variable.
2.3 Methodology
SPSS version 22.0 was employed for descriptive statistics and correlation analysis. Following Hayes’s procedure (Bolin, 2014), the PROCESS statement was implemented for chained mediation modeling. Moderated mediation models (Model 6, Chained Mediated Effects Model) in PROCESS tested direct and indirect effects. All study variables were Z-score standardized prior to analysis to enhance interpretability. Indirect effects were tested utilizing bias-corrected percentile bootstrapping with 5,000 resamples. The conditional indirect effect, or detection interaction, achieved statistical significance, as evidenced by the 95% confidence intervals, not including zero.
Confirmatory Factor Analysis (CFA) was conducted using Mplus 8.3 to validate the measurement model. The results of confirmatory factor analysis (CFA) showed that the model demonstrated good overall fit: χ2 = 2535.632 (df = 517, p < 0.001), χ2/df = 4.90, CFI = 0.931, TLI = 0.925, RMSEA = 0.043 (90% CI: 0.042–0.045), and SRMR = 0.033. All indices met or exceeded recommended thresholds (Hu and Bentler, 1999), confirming the structural validity of the theoretical constructs.
College students were selected due of their high exposure to internet use and increased risk of addiction during a critical stage of psychological development transitioning from adolescence to adulthood. Additionally, this group often experiences academic stress and greater autonomy, making it relevant for examining the influence of parenting on self-esteem and self-control.
3 Results
3.1 Demographics
The demographic information of the study population was as follows: gender (47.2% for boys and 52.8% for girls) and an average age of approximately 19 years. Scores for positive parenting (boys 3.49, girls 3.64, p < 0.0001), negative parenting (boys 1.92, girls 1.79, p < 0.0001), self-esteem levels (boys 3.03, girls 3.09, p < 0.0472), self-control levels (boys 3.30, girls 3.11, p < 0.0001), and levels of Internet addiction (boys 0.32, girls 0.35, p < 0.0001) were recorded. The analysis indicated no statistically significant difference in age between male and female college students; however, statistically significant differences were observed across other research variables. As a result, gender was included as a control variable in the mediation model to account for its potential confounding effects (see Table 1).
3.2 Correlation test
Table 2 presents the correlations between the variables. As presented in Table 2, these correlations align with expectations. Specifically, Internet addiction among college students demonstrates a negative correlation with positive parenting styles and a positive correlation with negative parenting styles. Besides, Internet addiction among college students is negatively correlated with both self-esteem and self-control levels. These findings suggest that negative parenting styles may constitute a risk factor for Internet addiction among college students, whereas positive parenting styles, self-esteem, and self-control represent protective factors.
3.3 Tests for chained mediation effects of dependency patterns
Applying gender as a control variable, positive parenting style score as the independent variable, and self-esteem (M1) and self-control (M2) as mediating variables, we analyzed the effect on Internet addiction. The results showed that positive parenting styles significantly predicted reduced internet addiction through indirect pathways [β = −0.119, SE = 0.013, 95% CI (−0.143, −0.094)], while the direct effect was not significant [β = −0.001, SE = 0.020, 95% CI (−0.041, 0.038)]. This suggests a full mediation model for the study.
Three indirect pathways were identified: (IWS, 2023) through self-esteem alone [β = −0.037, SE = 0.007, 95% CI (−0.052, −0.023)], (He et al., 2021) through self-control alone [β = −0.045, SE = 0.011, 95% CI (−0.066, −0.024)], and (Zhang et al., 2023) through the sequential path from self-esteem to self-control [β = −0.036, SE = 0.005, 95% CI (−0.046, −0.027)].
Although the individual effect sizes were modest, they were statistically robust, with narrow confidence intervals and low standard errors, indicating stable estimates. From a practical standpoint, these findings suggest that positive parenting reduces internet addiction by enhancing psychological resilience, particularly by fostering higher self-esteem and self-control in college students. These results are presented in Table 3.
In contrast, negative parenting styles had a significant total effect on internet addiction (β = 0.196, SE = 0.017), including both a direct effect [β = 0.075, SE = 0.020, 95% CI (0.036, 0.114)] and a significant indirect effect through self-esteem and self-control [β = 0.121, SE = 0.014, 95% CI (0.095, 0.149)]. This finding indicates partial mediation, with indirect paths accounting for approximately 61.7% of the total effect.
The strongest indirect effect was via self-control alone [β = 0.069, SE = 0.012, 95% CI (0.047, 0.093)], followed by the effect through self-esteem (β = 0.026) and the sequential pathway from self-esteem to self-control (β = 0.026). These findings underscore that negative parenting increases the risk of internet addiction, particularly by impairing the development of self-regulation and psychological self-worth (see Table 4).
Taken together, these results suggest that both self-esteem and self-control are critical psychological mechanisms that mediate the influence of parenting styles on problematic internet use. These mediators not only offer theoretical insights but also point to potential intervention targets for reducing internet addiction risk among college students. The robustness of these findings is supported by the large sample size (N > 1,000), which ensures high statistical power and precise estimates, as evidenced by the narrow confidence intervals.
4 Discussion
This study explored the relationship among parenting styles, self-esteem, self-control, and Internet addiction. The findings shed light on potential mechanisms underlying the association between parenting styles and Internet addiction and offer implications for the development of effective intervention strategies to address Internet addiction.
4.1 Relationship between parenting styles and internet addiction
Consistent with existing research, this study demonstrated that positive parenting styles (characterized by warmth, responsiveness, and support) are associated with lower levels of internet addiction in college students, while negative parenting styles (e.g., neglectful, permissive parenting) demonstrated a positive correlation. Specifically, neglectful or permissive parenting, often represented by a lack of supervision regarding problematic behaviors and a greater tendency to fulfill children’s needs and desires (Sharabany et al., 2008), has been strongly associated with Internet addiction (Huang et al., 2010). In addition, authoritarian parenting, which demands obedience and conformity from children, can contribute to a poor self-concept, undesirable behaviors, and a pursuit of alternative social interactions through the Internet, thereby increasing the likelihood of Internet addiction (Najia and Sara, 2024). These findings align with existing studies suggesting that authoritarian parenting may hinder a child’s autonomy and foster reliance on external sources, such as the internet, to fulfill unmet psychological needs (Najia and Sara, 2024; Sun, 2023; Chou et al., 2016; Liu et al., 2024).
The Internet Satisfaction of Psychological Needs Theory hypothesizes that when university students’ psychological needs remain unfulfilled in their offline lives, they may turn to online avenues, such as the Internet, to find gratification. Should the Internet successfully fulfill these needs, it could encourage more frequent Internet use, potentially leading to addictive online behaviors (Liu et al., 2016). These findings underscore the importance of parenting styles in shaping internet use patterns among college students in collectivist cultures such as China, where parental influence remains significant into young adulthood (Chao, 1994).
4.2 Mediating role of self-esteem level
Self-esteem significantly mediated the relationship between parenting styles and internet addiction. Positive parenting supports autonomy and self-worth, fostering resilience to addictive tendencies. Conversely, authoritarian or controlling parenting can undermine self-esteem by emphasizing obedience over personal agency (Patock-Peckham and Morgan-Lopez, 2009). Kumar’s research indicates that college students with lower self-esteem exhibit higher rates of Internet addiction, while those with higher self-esteem demonstrate a lower tendency toward Internet addiction, indicating a significant negative correlation between these two variables (Kumar and Mondal, 2016). This finding may be explained by the tendency of individuals with low self-esteem to question their capabilities and utilize the Internet as a means of escaping reality and seeking psychological solace (Toma, 2022).
4.3 Mediating role of self-control
This study reaffirms the importance of self-control as a key predictor of Internet addiction among college students (Jiang and Zhao, 2016; Wei et al., 2020). In line with self-control theory, individuals with poor self-control are more inclined toward immediate gratification and are thus at a higher risk of developing maladaptive behaviors, including excessive internet use (Zhang and Wang, 2023; Gottfredson and Hirschi, 1990). Parenting styles play a critical role in shaping self-regulatory capacities; positive parenting fosters emotional regulation and delayed gratification, whereas negative parenting diminishes a child’s capacity to self-regulate. These findings reinforce the importance of self-control as a protective factor and intervention target for adolescents (Tangney et al., 2004; Kim et al., 2017; Chapple, 2005).
4.4 Chain mediation of self-esteem and self-control and differences
In contrast to previous research, this study identified the mediating effects of various parenting styles on Internet addictive behaviors through the mechanisms of self-esteem and self-control. Moreover, we observed different pathways of influence for positive and negative parenting styles.
Self-esteem and self-control fully mediated the association between positive parenting styles and internet addiction, while they only partially mediated the association between negative parenting styles and internet addiction. Theoretically, self-esteem affects how individuals react to interpersonal feedback, allowing them to undertake corrective measures (Brown, 2010; Ford and Collins, 2013). The theory of threatened egocentrism hypothesizes that individuals with higher self-esteem will modify their behavior to preserve initial positive evaluations (Baumeister et al., 1996). This capacity for emotional regulation is governed by self-control. Self-control influences this capacity for emotional regulation (Campbell and Riggs, 2015). In addition, individuals with strong self-control may demonstrate higher self-esteem and a more robust sense of self (Laible et al., 2004). Therefore, we hypothesize that positive parenting styles facilitate the development of healthy self-esteem and increased self-control in college students, enabling them to adapt to college life and lessening the degree of internet addiction without direct parental intervention, whereas college students raised with negative parenting styles present higher levels of internet addiction, likely attributable to lower levels of self-esteem and a hindered capacity to cultivate greater self-control, driven by a psychological inclination to avoid reality. We contend that the cohort of college students who experienced positive parenting styles has cultivated comparatively greater psychological resilience, thereby reducing the role of parental influence on the prevention of internet addiction. Simultaneously, lower levels of self-esteem and self-control may render these students more vulnerable to the lasting effects of negative parenting styles, directly contributing to the exacerbation of internet addiction.
5 Limitations and future research
Firstly, relying on self-reported data introduces the potential for social desirability and recall biases. Secondly, the cross-sectional nature of this study precludes causal interpretations. Future longitudinal designs should track parenting style transitions during university (e.g., increased autonomy granting) and their lagged effects on internet addiction through self-regulatory mechanisms. Thirdly, while the measurement instruments have been verified for Chinese college students, in the East Asian context, strict parenting may reflect care and responsibility rather than control, potentially altering its psychological impact (Chao, 1994). This may explain why negative parenting does not always lead to poor outcomes in collectivist cultures. Future analyses should explore cultural differences and account for potential response bias.
Notwithstanding these limitations, this research contributes important insights to the existing literature on internet addiction among college students, indicating that parental upbringing significantly affects internet addiction through self-esteem and self-regulation. The findings support a multidimensional framework for addressing internet addiction, suggesting that interventions should be both psychological (focusing on internal traits such as self-esteem and self-control) and familial (encouraging constructive parenting).
6 Conclusion and practical implications
This study underscores the role of parenting styles in internet addiction, mediated by self-esteem and self-control, with the cultural context shaping these pathways. These findings have significant implications for intervention and prevention strategies. Universities can implement programs to enhance self-esteem and self-control, such as cognitive-behavioral workshops or mindfulness training, to reduce internet addiction risk. Parents should be educated on adopting positive parenting practices, such as warmth and autonomy support, through community-based workshops. Policymakers should fund campus mental health initiatives targeting students from negative parenting backgrounds to address their unique vulnerabilities. Theoretically, this study extends Internet Satisfaction of Psychological Needs Theory by integrating self-esteem and self-control as mediators in a collectivist context, offering a nuanced model of internet addiction. The chained mediation model highlights the interplay of psychological mechanisms, thereby advancing research on parenting and addiction.
Data availability statement
The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.
Ethics statement
The studies involving humans were approved by the Institutional Ethics Committee for Clinical Research of Zhongda Hospital, Affiliated to Southeast University (Approval number: 2021ZDKYSB211). The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.
Author contributions
HG: Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing – original draft, Writing – review & editing. QZ: Conceptualization, Investigation, Methodology, Project administration, Resources, Supervision, Writing – review & editing. YM: Formal analysis, Methodology, Validation, Visualization, Writing – review & editing.
Funding
The author(s) declare that financial support was received for the research and/or publication of this article. This work was supported by the National Natural Science Foundation of China [71673146]; Qinglan Project of Jiangsu Province of China [2018].
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Generative AI statement
The authors declare that Gen AI was used in the creation of this manuscript. ChatGPT (https://openai.com/chatgpt) and Grammarly (https://www.grammarly.com/) were used to support clarity, grammar, and academic expression throughout this paper.
Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.
Publisher’s note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
References
Agbaria, Q., and Bdier, D. (2021). The role of self-control and identity status as predictors of internet addiction among Israeli-Palestinian college students in Israel. Int. J. Ment. Heal. Addict. 19, 252–266. doi: 10.1007/s11469-019-00172-4
Agbaria, Q., and Bdier, D. (2022). The role of parental style and self-efficacy as predictors of internet addiction among Israeli-Palestinian college students in Israel. J. Fam. Issues 43, 875–893. doi: 10.1177/0192513X21995869
Arrindell, W. A., Gerlsma, C., Vandereycken, W., Hageman, W. J. J. M., and Daeseleire, T. (1998). Convergent validity of the dimensions underlying the parental bonding instrument (PBI) and the EMBU. Pers. Individ. Differ. 24, 341–350. doi: 10.1016/S0191-8869(97)00187-6
Bagatarhan, T., Siyez, D. M., and Vazsonyi, A. T. (2023). Parenting and internet addiction among youth: the mediating role of adolescent self-control. J. Child Fam. Stud. 32, 2710–2720. doi: 10.1007/s10826-022-02341-x
Baumeister, R. F., Smart, L., and Boden, J. M. (1996). Relation of threatened egotism to violence and aggression: the dark side of high self-esteem. Psychol. Rev. 103, 5–33. doi: 10.1037/0033-295X.103.1.5
Baumrind, D. (1991). The influence of parenting style on adolescent competence and substance use. J. Early Adolesc. 11, 56–95. doi: 10.1177/0272431691111004
Blase, K., Vermetten, E., Lehrer, P., and Gevirtz, R. (2021). Neurophysiological approach by self-control of your stress-related autonomic nervous system with depression, stress and anxiety patients. Int. J. Environ. Res. Public Health 18:14. doi: 10.3390/ijerph18073329
Bolin, J. H. (2014). Introduction to mediation, moderation, and conditional process analysis: a regression-based approach. J. Educ. Meas. 51, 335–337.
Brailovskaia, J., and Margraf, J. (2020). How to measure self-esteem with one item? Validation of the German single-item self-esteem scale (G-SISE). Curr. Psychol. 39, 2192–2202. doi: 10.1007/s12144-018-9911-x
Brand, M., Laier, C., and Young, K. S. (2014). Internet addiction: coping styles, expectancies, and treatment implications. Front. Psychol. 5:14. doi: 10.3389/fpsyg.2014.01256
Brown, J. D. (2010). High self-esteem buffers negative feedback: once more with feeling. Cogn. Emot. 24, 1389–1404. doi: 10.1080/02699930903504405
Campbell, R., and Riggs, S. A. (2015). The role of psychological symptomatology and social support in the academic adjustment of previously deployed student veterans. J. Am. Coll. Heal. 63, 473–481. doi: 10.1080/07448481.2015.1040408
Carver, C. S., and Scheier, M. F. (2002). Control processes and self-organization as complementary principles underlying behavior. Personal. Soc. Psychol. Rev. 6, 304–315. doi: 10.1207/S15327957PSPR0604_05
Cash, H., Rae, C. D., Steel, A. H., and Winkler, A. (2012). Internet addiction: a brief summary of research and practice. Curr. Psychiatr. Rev. 8, 292–298. doi: 10.2174/157340012803520513
Chao, R. K. (1994). Beyond parental control and authoritarian parenting style: understanding Chinese parenting through the cultural notion of training. Child Dev. 65, 1111–1119. doi: 10.2307/1131308
Chapple, C. L. (2005). Self-control, peer relations, and delinquency. Just. Q. 22, 89–106. doi: 10.1080/0741882042000333654
Chen, X., Zhang, G. D., Yin, X. Q., Li, Y., Cao, G. K., Gutiérrez-García, C., et al. (2019). The relationship between self-efficacy and aggressive behavior in boxers: the mediating role of self-control. Front. Psychol. 10:9. doi: 10.3389/fpsyg.2019.00212
Chou, H.-L., Chou, C., and Chen, C.-H. (2016). The moderating effects of parenting styles on the relation between the internet attitudes and internet behaviors of high-school students in Taiwan. Comput. Educ. 94, 204–214. doi: 10.1016/j.compedu.2015.11.017
Dai, B. B., Lin, Y., Lai, X. Y., He, J. K., Du, M. X., Hou, X. W., et al. (2024). The effects of self-esteem and parental phubbing on adolescent internet addiction and the moderating role of the classroom environment: a hierarchical linear model analysis. BMC Psychiatry 24:12. doi: 10.1186/s12888-023-05489-y
De Berardis, D., D'Albenzio, A., Gambi, F., Sepede, G., Valchera, A., Conti, C. M., et al. (2009). Alexithymia and its relationships with dissociative experiences and internet addiction in a nonclinical sample. Cyberpsychol. Behav. 12, 67–69. doi: 10.1089/cpb.2008.0108
Dol, K. S. (2016). Fatigue and pain related to internet usage among university students. J. Phys. Ther. Sci. 28, 1233–1237. doi: 10.1589/jpts.28.1233
Du, Z. H., Wang, T., Sun, Y. J., and Zhai, F. (2024). The influence of physical activity on internet addiction among Chinese college students: the mediating role of self-esteem and the moderating role of gender. BMC Public Health 24:11. doi: 10.1186/s12889-024-18474-1
Du, Z. H., and Zhang, X. L. (2022). Analysis of the mediating effects of self-efficacy and self-control between physical activity and internet addiction among Chinese college students. Front. Psychol. 13:1002830. doi: 10.3389/fpsyg.2022.1002830
Duckworth, A. L., Taxer, J. L., Eskreis-Winkler, L., Galla, B. M., and Gross, J. J. (2019). Self-control and academic achievement. Annu. Rev. Psychol. 70, 373–399. doi: 10.1146/annurev-psych-010418-103230
Ebeid, I., Kurdi, R., Kurdi, A., Bakhsh, J., Alhejaili, A., and Alharbi, M. (2019). Parenting style, self-esteem and academic performance among Taibah University students in Saudi Arabia kingdom. Indo Am. J. Pharm. Sci. 6, 2251–2259.
Eisenberg, N., Zhou, Q., Spinrad, T. L., Valiente, C., Fabes, R. A., and Liew, J. (2005). Relations among positive parenting, children's effortful control, and externalizing problems: a three-wave longitudinal study. Child Dev. 76, 1055–1071. doi: 10.1111/j.1467-8624.2005.00897.x
Floros, G. D., Siomos, K. E., Fisoun, V., Dafouli, E., and Geroukalis, D. (2013). Adolescent online cyberbullying in Greece: the impact of parental online security practices, bonding, and online impulsiveness. J. Sch. Health 83, 445–453. doi: 10.1111/josh.12049
Ford, M. B., and Collins, N. L. (2013). Self-esteem moderates the effects of daily rejection on health and well-being. Self Identity 12, 16–38. doi: 10.1080/15298868.2011.625647
Gottfredson, M. R., and Hirschi, T. (1990). A general theory of crime. Stanford, CA: Stanford University Press.
Griffiths, M. (2000). Does internet and computer "addiction" exist? Some case study evidence. Cyberpsychol. Behav. 3, 211–218. doi: 10.1089/109493100316067
Günaydin, H. D. (2021). Personality traits, gender, frequency of internet use as predictors of Turkish teenagers' internet addiction. Turk. Online J. Educ. Technol. 20, 44–52.
Guo, Y. N., Chen, H. Y., You, X. Q., Liu, X. F., Sun, X. Q., and Jin, Y. C. (2024). Relationship between parenting style and internet addiction: interpersonal relationship problem as a mediator and gender as a moderator. Heliyon 10:12. doi: 10.1016/j.heliyon.2024.e23973
Hameed, I., and Irfan, B. Z. (2021). Social media self-control failure leading to antisocial aggressive behavior. Hum. Behav. Emerg. Technol. 3, 296–303. doi: 10.1002/hbe2.226
He, Z. H., Li, M. D., Ma, X. Y., and Liu, C. J. (2021). Family socioeconomic status and social media addiction in female college students: the mediating role of impulsiveness and inhibitory control. J. Genet. Psychol. 182, 60–74. doi: 10.1080/00221325.2020.1853027
Hu, L., and Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Struct. Equ. Model. 6, 1–55. doi: 10.1080/10705519909540118
Huang, X. Q., Zhang, H. M., Li, M. C., Wang, J. A., Zhang, Y., and Tao, R. (2010). Mental health, personality, and parental rearing styles of adolescents with internet addiction disorder. Cyberpsychol. Behav. Soc. Netw. 13, 401–406. doi: 10.1089/cyber.2009.0222
IWS. World internet usage and population statistics. (2023). Available online at: https://www.internetworldstats.com/stats.htm (accessed March 18, 2024).
Jiang, Q. L., and Leung, L. (2012). Effects of individual differences, awareness-knowledge, and acceptance of internet addiction as a health risk on willingness to change internet habits. Soc. Sci. Comput. Rev. 30, 170–183. doi: 10.1177/0894439311398440
Jiang, Z. C., and Zhao, X. X. (2016). Self-control and problematic mobile phone use in Chinese college students: the mediating role of mobile phone use patterns. BMC Psychiatry 16:8. doi: 10.1186/s12888-016-1131-z
Karaer, Y., and Akdemir, D. (2019). Parenting styles, perceived social support and emotion regulation in adolescents with internet addiction. Compr. Psychiatry 92, 22–27. doi: 10.1016/j.comppsych.2019.03.003
Kiel, E. J., and Maack, D. J. (2012). Maternal BIS sensitivity, overprotective parenting, and children's internalizing behaviors. Pers. Individ. Differ. 53, 257–262. doi: 10.1016/j.paid.2012.03.026
Kim, J., Hong, H., Lee, J., and Hyun, M. H. (2017). Effects of time perspective and self-control on procrastination and internet addiction. J. Behav. Addict. 6, 229–236. doi: 10.1556/2006.6.2017.017
Ko, C. H., Yen, J. Y., Liu, S. C., Huang, C. F., and Yen, C. F. (2009). The associations between aggressive behaviors and internet addiction and online activities in adolescents. J. Adolesc. Health 44, 598–605. doi: 10.1016/j.jadohealth.2008.11.011
Kumar, M., and Mondal, A. (2016). A study on internet addiction and its relation to psychopathology, self esteem among college students. Indian J. Psychiatry 58, S59–S60. doi: 10.4103/ipj.ipj_61_17
Laible, D. J., Carlo, G., and Roesch, S. C. (2004). Pathways to self-esteem in late adolescence: the role of parent and peer attachment, empathy, and social behaviours. J. Adolesc. 27, 703–716. doi: 10.1016/j.adolescence.2004.05.005
Lengua, L. J. (2006). Growth in temperament and parenting as predictors of adjustment during children's transition to adolescence. Dev. Psychol. 42, 819–832. doi: 10.1037/0012-1649.42.5.819
Li, J. J., Chen, Y. H., Lu, J. C., Li, W. D., and Yu, C. F. (2021). Self-control, consideration of future consequences, and internet addiction among Chinese adolescents: the moderating effect of deviant peer affiliation. Int. J. Environ. Res. Public Health 18:9026. doi: 10.3390/ijerph18179026
Li, S. Y., Lei, H., and Tian, L. (2018). A meta-analysis of the relationship between parenting style and internet addiction among mainland Chinese teenagers. Soc. Behav. Pers. 46, 1475–1487. doi: 10.2224/sbp.7631
Li, S. Q., Ren, P., Chiu, M. M., Wang, C. X., and Lei, H. (2021). The relationship between self-control and internet addiction among students: a meta-analysis. Front. Psychol. 12:735755. doi: 10.3389/fpsyg.2021.735755
Liu, Z., Cheng, H., Guan, H., Yang, X., and Chen, Z. (2024). Effect of paternal-maternal parenting styles on college students’ internet addiction of different genders: the mediating role of life satisfaction. PLoS One 19:e0303554. doi: 10.1371/journal.pone.0303554
Liu, Q. X., Fang, X. Y., Wan, J. J., and Zhou, Z. K. (2016). Need satisfaction and adolescent pathological internet use: comparison of satisfaction perceived online and offline. Comput. Hum. Behav. 55, 695–700. doi: 10.1016/j.chb.2015.09.048
Liu, H. C., Liu, S. I., Tjung, J. J., Sun, F. J., Huang, H. C., and Fang, C. K. (2017). Self-harm and its association with internet addiction and internet exposure to suicidal thought in adolescents. J. Formos. Med. Assoc. 116, 153–160. doi: 10.1016/j.jfma.2016.03.010
Liu, D. N., Wang, Z. H., Yang, X. H., Zhang, Y. W., Zhang, R. Z., and Lin, S. Y. (2021). Perceived autonomy-supportive parenting and internet addiction: respiratory sinus arrhythmia moderated the mediating effect of basic psychological need satisfaction. Curr. Psychol. 40, 4255–4264. doi: 10.1007/s12144-019-00485-6
Mehroof, M., and Griffiths, M. (2010). Online gaming addiction: the role of sensation seeking, self-control, neuroticism, aggression, state anxiety, and trait anxiety. Cyberpsychol. Behav. Soc. Netw. 13, 313–316. doi: 10.1089/cyber.2009.0229
Milevsky, A., Schlechter, M., Netter, S., and Keehn, D. (2007). Maternal and paternal parenting styles in adolescents: associations with self-esteem, depression and life-satisfaction. J. Child Fam. Stud. 16, 39–47. doi: 10.1007/s10826-006-9066-5
Moretta, T., and Buodo, G. (2020). Problematic internet use and loneliness: how complex is the relationship? A short literature review. Curr. Addict. Rep. 7, 125–136. doi: 10.1007/s40429-020-00305-z
Najia, Z., and Sara, K. (2024). Perceived parenting styles and internet addiction among Pakistani university students: age and gender differences. Addicta Turk. J. Addict. 11, 69–76.
Niemz, K., Griffiths, M., and Banyard, P. (2005). Prevalence of pathological internet use among university students and correlations with self-esteem, the general health questionnaire (GHQ), and disinhibition. Cyberpsychol. Behav. 8, 562–570. doi: 10.1089/cpb.2005.8.562
Oliva, A., Antolín-Suárez, L., and Rodríguez-Meirinhos, A. (2019). Uncovering the link between self-control, age, and psychological maladjustment among Spanish adolescents and young adults. Psychosoc. Interv. 28, 49–55. doi: 10.5093/pi2019a1
Patock-Peckham, J. A., and Morgan-Lopez, A. A. (2009). Mediational links among parenting styles, perceptions of parental confidence, self-esteem, and depression on alcohol-related problems in emerging adulthood. J. Stud. Alcohol Drugs 70, 215–226. doi: 10.15288/jsad.2009.70.215
Rudy, D., and Grusec, J. E. (2006). Authoritarian parenting in individualist and collectivist groups: associations with maternal emotion and cognition and children's self-esteem. J. Fam. Psychol. 20, 68–78. doi: 10.1037/0893-3200.20.1.68
Safdar, S., and Zahrah, S. M. (2016). Impact of parenting styles on the intensity of parental and peer attachment: exploring the gender differences in adolescents. Am. J. Appl. Psychol. 4, 23–30.
Sharabany, R., Eshel, Y., and Hakim, C. (2008). Boyfriend, girlfriend in a traditional society: parenting styles and development of intimate friendships among Arabs in school. Int. J. Behav. Dev. 32, 66–75. doi: 10.1177/0165025407084053
Shek, D. T., Zhu, X., and Ma, C. M. (2018). The influence of parental control and parent-child relational qualities on adolescent internet addiction: a 3-year longitudinal study in Hong Kong. Front. Psychol. 9:642. doi: 10.3389/fpsyg.2018.00642
Shi, X. X., Wang, J., and Zou, H. (2017). Family functioning and internet addiction among Chinese adolescents: the mediating roles of self-esteem and loneliness. Comput. Human Behav. 76, 201–210. doi: 10.1016/j.chb.2017.07.028
Siomos, K., Floros, G., Fisoun, V., Evaggelia, D., Farkonas, N., Sergentani, E., et al. (2012). Evolution of internet addiction in Greek adolescent students over a two-year period: the impact of parental bonding. Eur. Child Adolesc. Psychiatry 21, 211–219. doi: 10.1007/s00787-012-0254-0
Spada, M. M. (2014). An overview of problematic internet use. Addict. Behav. 39, 3–6. doi: 10.1016/j.addbeh.2013.09.007
Stein, E., and Witkiewitz, K. (2019). Trait self-control predicts drinking patterns during treatment for alcohol use disorder and recovery up to three years following treatment. Addict. Behav. 99:106083. doi: 10.1016/j.addbeh.2019.106083
Sun, Y. S. (2023). The role of family on internet addiction: a model analysis of co-parenting effect. Cogent Soc. Sci. 9:18. doi: 10.1080/23311886.2022.2163530
Tan, S. H., and Guo, Y. Y. (2008). Revision of self-control scale for Chinese college students. Chin. J. Clin. Psychol. 16, 468–470.
Tang, Y. Y., Posner, M. I., Rothbart, M. K., and Volkow, N. D. (2015). Circuitry of self-control and its role in reducing addiction. Trends Cogn. Sci. 19, 439–444. doi: 10.1016/j.tics.2015.06.007
Tang, C. S. K., Wu, A. M. S., Yan, E. C. W., Ko, J. H. C., Kwon, J. H., Yogo, M., et al. (2018). Relative risks of internet-related addictions and mood disturbances among college students: a 7-country/region comparison. Public Health 165, 16–25. doi: 10.1016/j.puhe.2018.09.010
Tangney, J. P., Baumeister, R. F., and Boone, A. L. (2004). High self-control predicts good adjustment, less pathology, better grades, and interpersonal success. J. Pers. 72, 271–324. doi: 10.1111/j.0022-3506.2004.00263.x
Toma, C. L. (2022). Online dating and psychological wellbeing: a social compensation perspective. Curr. Opin. Psychol. 46:101331. doi: 10.1016/j.copsyc.2022.101331
Troll, E. S., Friese, M., and Loschelder, D. D. (2021). How students' self-control and smartphone-use explain their academic performance. Comput. Hum. Behav. 117:106624. doi: 10.1016/j.chb.2020.106624
Valcke, M., Bonte, S., De Wever, B., and Rots, I. (2010). Internet parenting styles and the impact on internet use of primary school children. Comput. Educ. 55, 454–464. doi: 10.1016/j.compedu.2010.02.009
Wallace, P. (2014). Internet addiction disorder and youth—there are growing concerns about compulsive online activity and that this could impede students' performance and social lives. EMBO Rep. 15, 12–16. doi: 10.1002/embr.201338222
Wei, C., Chen, P., Xin, M. C., Liu, H., Yu, C. F., and Zou, Q. (2020). Interparental conflict, parent-adolescent attachment, and adolescent internet addiction: the moderating role of adolescent self-control. Soc. Behav. Pers. 48:13. doi: 10.2224/sbp.9150
Yang, H. M., and Kim, H. R. (2021). Work-family conflict on children's internet addiction: role of parenting styles in Korean working mother. Int. J. Environ. Res. Public Health 18:5774. doi: 10.3390/ijerph18115774
Yao, M., He, J., Ko, D., and Pang, K. (2013). The influence of personality, parental behaviors, and self-esteem on internet addiction: a study of Chinese college students. Cyberpsychol. Behav. Soc. Netw. 17, 104–110. doi: 10.1089/cyber.2012.0710
Yücens, B., and Üzer, A. (2018). The relationship between internet addiction, social anxiety, impulsivity, self-esteem, and depression in a sample of Turkish undergraduate medical students. Psychiatry Res. 267, 313–318. doi: 10.1016/j.psychres.2018.06.033
Yung, K., Eickhoff, E., Davis, D. L., Klam, W. P., and Doan, A. P. (2015). Internet addiction disorder and problematic use of Google glass™ in patient treated at a residential substance abuse treatment program. Addict. Behav. 41, 58–60. doi: 10.1016/j.addbeh.2014.09.024
Zhang, R. P., Bai, B. Y., Jiang, S., Yang, S., and Zhou, Q. (2019). Parenting styles and internet addiction in Chinese adolescents: conscientiousness as a mediator and teacher support as a moderator. Comput. Hum. Behav. 101, 144–150. doi: 10.1016/j.chb.2019.07.019
Zhang, Z. H., Lin, Y., Liu, J., Zhang, G. Y., Hou, X. W., Pan, Z. Q., et al. (2022). Relationship between behavioral inhibition/activation system and internet addiction among Chinese college students: the mediating effects of intolerance of uncertainty and self-control and gender differences. Front. Public Health 10:15. doi: 10.3389/fpubh.2022.1047036
Zhang, M. X., Su, X. Y., and Wu, A. M. S. (2023). Is fast life history strategy associated with poorer self-regulation and higher vulnerability to behavioral addictions? A cross-sectional study on smartphone addiction and gaming disorder. Curr. Psychol. 42, 22770–22780. doi: 10.1007/s12144-022-03385-4
Keywords: parenting styles, internet addiction, self-control, self-esteem, college students
Citation: Gui H, Zhao Q and Mao Y (2025) Parenting styles and internet addiction in college students: self-esteem and self-control as mediators. Front. Psychol. 16:1555900. doi: 10.3389/fpsyg.2025.1555900
Edited by:
Salvatore Campanella, Université libre de Bruxelles, BelgiumReviewed by:
Paicheng Liu, Southwestern University of Finance and Economics, ChinaPingyan Zhou, Beijing Normal University, China
Tingting Fan, University of Wisconsin-Madison, United States
Copyright © 2025 Gui, Zhao and Mao. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Qun Zhao, emhhb3F1bm5qdUBob3RtYWlsLmNvbQ==