Relationship Between Shyness and Generalized Pathological Internet Use Among Chinese School Students: The Serial Mediating Roles of Loneliness, Depression, and Self-Esteem

Prediction of Junior High School Students' Problematic Internet Use: The Comparison of Neural Network Models and Linear Mixed Models in Longitudinal Study

Purpose

With the rise of big data, deep learning neural networks have garnered attention from psychology researchers due to their ability to process vast amounts of data and achieve superior model fitting. We aim to explore the predictive accuracy of neural network models and linear mixed models in tracking data when subjective variables are predominant in the field of psychology. We separately analyzed the predictive accuracy of both models and conduct a comparative study to further investigate. Simultaneously, we utilized the neural network model to examine the influencing factors of problematic internet usage and its temporal changes, attempting to provide insights for early interventions in problematic internet use.

Patients and Methods

This study compared longitudinal data of junior high school students using both a linear mixed model and a neural network model to ascertain the efficacy of these two methods in processing psychological longitudinal data.

Results

The neural network model exhibited significantly smaller errors compared to the linear mixed model. Furthermore, the outcomes from the neural network model revealed that, when analyzing data from a single time point, the influences of seventh grade better predicted Problematic Internet Use in ninth grade. And when analyzing data from multiple time points, the influences of sixth, seventh, and eighth grades more accurately predicted Problematic Internet Use in ninth grade.

Conclusion

Neural network models surpass linear mixed models in precision when predicting and analyzing longitudinal data. Furthermore, the influencing factors in lower grades provide more accurate predictions of Problematic Internet Use in higher grades. The highest prediction accuracy is attained through the utilization of data from multiple time points.

Effects of smartphone-based hypnotic intervention for undergraduate students' shyness during the COVID-19 pandemic: A randomized controlled trial

BACKGROUND

Since the outbreak of the COVID-19 pandemic, university students have been exposed to a heightened vulnerability towards developing psychological issues, such as psychological distress and shyness. Internet-based interventions offer a convenient avenue for scalability, thus prompting the development of a smartphone-based hypnotic intervention aimed at addressing shyness among university students.

OBJECTIVE

We devised an innovative smartphone-based hypnotic intervention called mHypnosis to examine its impact on shyness among undergraduate students. Furthermore, we aimed to investigate whether the apprehension of negative evaluations before treatment could serve as a predictor for the effectiveness of the intervention on shyness.

METHODS

Eighty students with high shyness scores were randomly assigned to the experimental group and the control group. Another 40 participants with low shyness score were selected as the baseline group. The Shyness Scale (SS), Fear of Negative evaluation scale (FNE), Self-Acceptance Questionnaire (SAQ), and Self-Esteem Scale (SES) were used to evaluate the effect of hypnotic intervention.

RESULTS

Before the intervention, the scores of the experimental and control groups on the SS, FNE, SAQ, and SES were higher than those in the baseline group (p < 0.05). There was no significant difference in scores between the experimental and control group (p > 0.05). After the intervention, the scores of the SS, FNE, SAQ, and SES were significantly lower in the experimental group than those in the control group (p < 0.05). The pretest score of FNE could predict the shyness score after hypnotic intervention (B = 0.35, p < 0.05).

CONCLUSION

Smartphone-based hypnotic intervention had a significant effect on ameliorating shyness during the COVID-19 pandemic; fear of negative evaluation can be a target for treating shyness.

Problematic Internet use and attitudes towards persons with disabilities - cross-sectional research among Polish students

BACKGROUND

Problematic Internet use (PIU) can have detrimental effects on physical, emotional, psychological, and social functioning. Besides well-described PIU correlations in psychological domains such as personality traits, or life satisfaction, and self-assessment, the social aspect of PIU risk also appeared to be important. This study aimed to investigate the association between PIU and attitudes towards persons with disabilities.

METHODS

A total of 595 Polish students aged 18-29 participated in this research by completing the Internet Addiction Test, Multidimensional Attitudes Scale Towards Persons With Disabilities, and personal information form.

RESULTS

The findings revealed that 30.6% of the respondents were at high risk for PIU. Moreover, heightened levels of PIU were more prevalent among male participants and students in technical fields of study than in those in medical and social fields of study. Increased PIU was also associated with more negative attitudes towards persons with disabilities in general and in the domains of emotions and behaviours. Additionally, prior personal contact with individuals with disabilities was related to both PIU rates and attitudes towards persons with disabilities in the domain of emotions and beliefs.

CONCLUSIONS

This study highlights the prevalence of PIU among Polish students and emphasizes the need for preventive measures, particularly targeting male students and those in technical fields of study. The results indicate a relationship between PIU and attitudes towards individuals with disabilities. Further research is required to determine the direction of the relationship. It is recommended that educational programs provide opportunities for interaction with individuals with disabilities to promote understanding and acceptance.

How does herd behaviour impact the purchase intention? Explore the moderating effect of risk aversion in the context of Vietnamese consumers

Managers have been applying the influence of herd behaviour to stimulate purchase intention but have not achieved precise results because they do not clearly understand the mechanism of this relationship. This article aims to determine the effect of herd behaviour on the relationship between information adoption and purchase intention and the moderating of risk aversion. With 17 variables for four concepts, data was collected online with 340 respondents and analysed with a partial least squares structural equation modelling. When considering herd behaviour in terms of subjective norms with corroborated information, this study upgrades the classic role of the theory of planned behaviour in purchase intention. The findings indicate a positive relationship between herd behaviour, information adoption and purchase intention. In particular, risk aversion is a positive moderator of the relationship between herd behaviour and purchase intention. This result is a significant addition to the theoretical body and shows that risk aversion can drive purchase intention through herd behaviour. In other words, this study upgrades the perception of information source authentication through herd behaviour to explain the purchase intentions of Vietnamese consumers. These results show that managers can create risky situations to promote herd behaviour. They can also apply information adoption stimuli to stimulate herd behaviour. At the same time, through the information adoption mechanism, consumers can be more alert to the effect of herd behaviour and have more opinions when making purchases.

Video game addiction in psychiatric adolescent population: A hospital-based study on the role of individualism from South China

BACKGROUND

For decades, video game-related behaviors have been investigated in different psychologic research, much of whose attention has been paid to video game addiction (VGA), while the differences between VGA and social media addiction (SMA) should have deserved more attention. In addition to detecting common risk factors of VGA, one core question is whether social inclination (individualism or collectivism) matters.

OBJECT

The objectives of this study were to clarify the prevalence of VGA and SMA,, identify the influencing factors of VGA, and clarify the relationships between VGA and adolescents' individualism-collectivism inclination.

METHOD

The survey was conducted among 110 adolescent psychiatric patients. For each interviewee, psychological scales were filled face to face. Path analysis was used to examine the causation structure of the childhood trauma-related symptoms.

RESULT

The prevalence of VGA was 40.9% (45 out of 110), and it was 41.8% for SMA (46 out of 110); childhood trauma, social media addiction, the individualistic inclination, and the rate of homosexuality were observed to be independent indicators for video game addiction (r2  = 0.46).

CONCLUSION

Psychological counseling on patients' internet-related behaviors may focus on the individualistic personality and possible childhood trauma, which are two important risk factors of video game addiction. It is recommended to distinguish between video game addiction and social addiction in clinical practice.

The Impact of Mental Health Predictors of Internet Addiction among Pre-Service Teachers in Ghana

This study examined the prevalence of addictive Internet behavior and its links with mental health among pre-service teachers in Ghana. A descriptive, correlational design was employed with 405 pre-service teachers from colleges of education and a public university in Ghana participating in this study. The sample completed a sociodemographic survey about loneliness, life satisfaction, depression, self-esteem, and the Internet addiction scales (abridged form). The results revealed that there was a significant relationship between pre-service teachers' Internet addiction, depression, life satisfaction, and loneliness; however, depression was the least influential factor in addictive Internet use. Additionally, there was a statistically significant nexus between self-esteem, loneliness, depression, and life satisfaction. In addition, all the above-mentioned variables were discovered to explain 56.3% of the absolute variance in addiction to the Internet. Among the variables linked with Internet addiction and its dimensions, loneliness appeared to be the most significant. Institutional coping programs with Internet addiction should be established within the scope of the university administration, supporting pre-service teachers' mental health. Finally, the development of awareness campaigns on the menaces associated with Internet usage and mental health through extracurricular programs is recommended.

Relationship Between Big Five Personality and Pathological Internet Use: Mediating Effects of Loneliness and Depression

Pathological Internet use will have a serious impact on normal individual study and work and has become one of the most important factors hindering the growth and development of contemporary college students. The purpose of this study was to examine the mechanisms of loneliness and depression in the relationship between the Big Five personality traits and pathological Internet use (PIU). A total of 1,179 college students were studied using the Chinese version of the Big Five Personality Scale, Loneliness Scale, Depression Scale, and Pathological Internet Use Scale. The results showed that loneliness partially mediated the relationship between extraversion and PIU and completely mediated the relationship between agreeableness and PIU and neuroticism and PIU. Depression completely mediated the relationship between agreeableness and PIU, neuroticism completely mediated the relationship with PIU, and sense of responsibility partially mediated the relationship with PIU. This study revealed the relationship between different personality traits and PIU and the mediating role of loneliness and depression, suggesting that we should carry out targeted interventions on PIU for college students with different personality traits.

Difficulties in Emotion Regulation and Cyberbullying Among Chinese Adolescents: A Mediation Model of Loneliness and Depression

Recent research has ascertained some risk factors for cyberbullying. However, few studies have investigated the potential influence of difficulties in emotion regulation (DER) on cyberbullying, and there is little knowledge about the mediating mechanisms underlying this association. This study investigated whether DER would be significantly related to adolescent cyberbullying and whether loneliness and depression would sequentially mediate the link between DER and adolescent cyberbullying. A sample of 719 Chinese middle school students completed measures regarding demographics, DER, loneliness, depression, and cyberbullying. After controlling for the demographic covariates, the results showed that (a) DER was positively associated with adolescent cyberbullying; (b) loneliness and depression sequentially mediated the relation between DER and adolescent cyberbullying. This study emphasizes the underlying mediating mechanisms between DER and adolescent cyberbullying, which is of great significance for the prevention and intervention of adolescent cyberbullying in the digital age.

Perceived Stress and Short-Form Video Application Addiction: A Moderated Mediation Model

Nowadays, short-form video applications have become increasingly popular due to their strong appeal to people, especially among college students. With this trend, the phenomenon of short-form video application addiction (SVA) also become prominent, which is a great risk for individuals' health and adaptation. Against this background, the present study aimed to examine the association between perceived stress and SVA addiction, as well as its mechanism-the mediating role of self-compensation motivation (SCM) and the moderating role of shyness. A total of 896 Chinese college students was recruited to complete a set of questionnaires on perceived stress (PS), SCM, shyness, and short-form video applications. The results show that PS was positively associated with SVA, and SCM partially mediated this association. In addition, both the direct association between PS and SVA and the indirect effect of SCM were moderated by shyness and were stronger for individuals with higher levels of shyness. The results could not only deepen our understanding of the underlying factors of SVA but also provide suggestions for relevant prevention and intervention procedures.

Why people are becoming addicted to social media: A qualitative study

BACKGROUND

Social media addiction (SMA) led to the formation of health-threatening behaviors that can have a negative impact on the quality of life and well-being. Many factors can develop an exaggerated tendency to use social media (SM), which can be prevented in most cases. This study aimed to explore the reasons for SMA.

MATERIALS AND METHODS

This qualitative study was conducted using content analysis. A total of 18 SM addicted subjects were included through purposive sampling. Data were collected through semi-structured interviews and analyzed using the Lundman and Graneheim qualitative content analysis method. A total of 18 SM addicted subjects were included through purposive sampling. Data were collected through semi-structured interviews and analyzed using the Lundman and Graneheim qualitative content analysis method.

RESULTS

The main category of "weakness in acquiring life skills" was extracted with three themes: "problems in socializing" (including communicating and escaping loneliness), "problems in resiliency" (including devastation in harsh conditions and inability to recover oneself and "lack of problem-solving skills" (including weaknesses in analysis and decision making and disorganization in planning).

CONCLUSIONS

Weakness in life skills plays an important role in individuals' addiction to SM and formation of the health-threatening behaviors. Since SMA can affect behavioral health, policymakers must adopt educational and preventive programs to increase the knowledge and skills of individuals in different societies in the modern world.

Relationship Between Loneliness and Depression Among Chinese Junior High School Students: The Serial Mediating Roles of Internet Gaming Disorder, Social Network Use, and Generalized Pathological Internet Use

This study aimed to explore the mediating effects of internet gaming disorder, social network use, and generalized pathological internet use (GPIU) on the association between loneliness and depression. A total of 2211 junior high school students completed questionnaires regarding loneliness, internet gaming disorder, social network use, GPIU, and depression (aged 10-16 years). The results of a structural equation model revealed that (a) the path coefficient of loneliness to depression was significantly positive, (b) loneliness could not predict depression through GPIU directly, but (c) loneliness could predict depression through internet gaming disorder to GPIU, (d) loneliness could predict depression through social network use to GPIU, and (e) loneliness could not predict depression through internet gaming disorder to social network use to GPIU. These results provided significant implications for the prevention and reduction of depression in Chinese junior high school students.

The relation between self-stigma and loneliness in visually impaired college students: Self-acceptance as mediator

BACKGROUND

Loneliness, a negative emotion that is common in college students, may cause psychological disorders and behavioral issues. Particularly vulnerable are visually impaired college students, who are at an increased risk of loneliness.

OBJECTIVES

This study was aimed at explaining the current situation of loneliness among visually impaired college students as well as its influencing factors and exploring the intermediary role of self-acceptance between self-stigma and loneliness.

METHOD

Seventy-eight college students with visual impairment completed a series of self-report questionnaires, including the Self-Stigma of Disabled Scale (SSDS), the Self-Acceptance Questionnaire (SAQ), and the University of California-Los Angeles (UCLA) Loneliness Scale. Mediation analyses were conducted using PROCESS in SPSS.

RESULTS

Participants' mean loneliness score was 44.97 ± 9.35. Two survey factors were significantly associated with loneliness: visual impairment status and relationship with parents (p < 0.05). When controlling for extent of visual damage and relationship with parents, self-stigma showed a significant predictive effect on loneliness (B = 0.37, t = 4.1023, p < 0.01).

CONCLUSIONS

In China, visually impaired students suffer from a high level of loneliness, and self-acceptance plays a central role in connecting their self-stigma and loneliness.

Chinese Consumers' Herd Consumption Behavior Related to Korean Luxury Cosmetics: The Mediating Role of Fear of Missing Out

Chinese consumers’ lavish and collective spending on Korean luxury cosmetics brands is well documented. This study examines why this consumption behavior occurs, hypothesizing that it is driven by a “fear of missing out” (FoMO). In other words, in order to derive psychological comfort, consumers with high FoMO may be prone to developing high brand involvement, leading to their collective consumption of certain luxury brands. In consumer studies, such collective consumption behavior is referred to as herd behavior. Thus, the main research question of this study is, “why do Chinese consumers show herd consumption behavior toward certain luxury brands?” We propose that consumers who are attracted to luxury brands and possess high FoMO will develop higher brand involvement, leading to herd consumption behavior toward such brands. To validate this proposition, this study surveyed Chinese consumers. The collected data were analyzed using the structural equation modeling (SEM) method, conducted within SPSS and AMOS. The results provide theoretical explanations as to why Chinese consumers indulge in collective obsession-like stockpiling consumption toward certain luxury brands, as well as several managerial implications related to this behavior.