The Mediatory Role of the Boredom and Loneliness Dimensions in the Development of Problematic Internet Use.

In recent years, there has been a gradual digitalization of our society, resulting in intensified technology use for daily life activities, including the emergence of problematic Internet use (PIU). Few studies specifically addressed the boredom and loneliness dimensions in mediating the association between depression, anxiety, and stress levels and the onset of PIU. A nationwide population-based cross-sectional case-control study was carried out by recruiting a sample of Italian young people (aged 18-35). Only 1643 participants were selected for the analyses based on the age and the presence versus absence of PIU. Participants were mainly females (68.7%), with a mean age of 21.8 (SD = 1.7). Non-PIU individuals had significantly stable relationships (p = 0.012), siblings (p = 0.044) and lived with their family (p = 0.010), compared to PIU. PIU individuals displayed significantly higher depression, anxiety, and stress, as well as higher loneliness and boredom levels (all p < 0.001), compared to non-PIU. Depressive symptomatology predicted PIU and that their interaction is positively double mediated by boredom and loneliness (ß = 0.3829 (0.0245), 95%CI = 0.3349-0.4309). Our findings suggested that boredom and loneliness dimensions could act as mediators in the association between depressive symptomatology and the likelihood of PIU onset and maintenance.

Social Motivation as a Moderator of the Relationship Between Problematic Internet Use and Alcohol Use Among Adolescents in Mexico.

BACKGROUND: Prior research shows a link between alcohol use and problematic Internet use among adolescents. This relationship likely indicates a vulnerability to addiction; however, little is known about factors that may increase this vulnerability. One potential factor is social motivation. Adolescents often engage in Internet use and alcohol use as a way of connecting socially. This study examines the moderating effects of social motivation for Internet use on the relationship between problematic Internet use and alcohol use among adolescents. METHODS: A cross-sectional survey was administered to 582 adolescents selected randomly from one middle school and one high school in Nuevo Laredo, Tamaulipas, Mexico. Participants answered questions related to demographics/background (including reasons for Internet use), problematic Internet use, and alcohol use. Hierarchical regression modeling examined the moderating effects of social Internet use on problematic Internet use and alcohol use, controlling for age and gender. RESULTS: Social Internet use and problematic Internet use accounted for a significant amount of variance in alcohol use (R2 = .126, F(4, 575) = 20.77, p < .001). When the interaction term was entered, social Internet use was found to moderate the relationship between problematic Internet use and alcohol use (ß = .525, t = 3.293, p = .001), and the direct effects of social Internet use (ß = -.062, t = -0.663, p = .507) and problematic Internet use (ß = -.129, t = -1.053, p = .293) were no longer significant. CONCLUSION: This study highlights the role that social connections may play in contributing to problematic Internet use and alcohol use among adolescents. Interventions aimed at preventing problematic and addictive behaviors among adolescents should address the role of social motivations.

Using Theoretical Models of Problematic Internet Use to Inform Psychological Formulation: A Systematic Scoping Review.

BACKGROUND: Empirical research has been produced on the topic of 'Internet Addiction' or 'Problematic Internet Use' (PIU) for more than 20 years, with a variety of theoretical approaches suggested by scholars to account for the behaviour. However, the discourse has been fraught with debate around construct definition, measurement, and validity. AIMS: This review aimed to systematically review the extant literature on the topic of PIU, to identify the published psychological theories in the area, and to synthesise the findings to produce actionable information for practicing psychologists as well as academics. METHOD: Given the breadth of the aims, a scoping review methodology was utilised. Four major reference libraries (Scopus, Proquest, Pubmed, Technology Research Database) were searched using a string of relevant terms. RESULTS: Of 1412 initial search results, eighteen theories were included in the study. Nine theories related to generalised PIU, seven related to specific Internet use issues, such as online gaming or social media, while two theories took account of both a generalised and specific view. Data were analysed using Formulation-Based Thematic Analysis (FBTA) to synthesise theory elements under the deductive headings of Predisposing, Precipitating, Maintaining, and Protective factors. DISCUSSION: The lack of protective factors against PIU was a prominent finding. The utility of the psychological formulation approach, particularly in an area fraught with conceptual debate and frustration with traditional medical classification systems, is emphasised.

Changes in Internet use patterns among older adults in England from before to after the outbreak of the COVID-19 pandemic.

The COVID-19 pandemic brought about an increased reliance on the Internet for various daily activities. Given the known digital divide, it is important to understand whether older adults changed their Internet use patterns, but current evidence is limited to cross-sectional studies. This study documents changes in frequency and types of Internet use among older adults from before to shortly after the outbreak of the COVID-19 pandemic (2018/2019 to June/July 2020), and the factors predicting regular use during these early days of the pandemic. Using data on 6,840 adults aged 50 + from the nationally representative English Longitudinal Study of Ageing, we apply longitudinal fixed-effects models to examine within-individual changes in Internet use behaviour. There was no change in the likelihood of daily Internet use between 2018/2019 and June/July 2020, despite the increased digitalisation of services over the pandemic. Daily use in June/July 2020 was negatively related to age, neighbourhood deprivation, and loneliness, and positively related to partnership status, education, employment, income, and organisation membership. Using the Internet for making calls and getting information about Government services increased, which was important given the social restrictions and overall uncertainty. However, Internet use for finding health-related information decreased. As the world moves towards digital alternatives post-pandemic, it is important to continually ensure older adults are not at risk of exclusion.

The impact of internet use on health status among older adults in China: The mediating role of social support.

Background: With the popularization of the Internet, the use of the Internet is becoming more and more important in the daily life of older adults. However, previous research mainly focuses on Internet use and health in general, and the mechanism of this effect remains to be studied. To bridge this gap, this study aims to explore the mediational effects of social support between Internet use and health among older adults in China. Methods: The data used in this article are from the 2021 Chinese General Social Survey (CGSS). Social support is divided into two aspects and four dimensions: informal social support (relatives support, friends support, neighbors support) and formal social support (social insurance). This article uses the nested multivariate OLS regression models to analyze the impact of Internet use on health. Furthermore, Finally, SPSS macro PROCESS is applied to test their mediation effects. Results: Informal social support positively influenced the health status among older adults, while formal social support did not. Among the three types of informal social support, relatives support and friends support significantly affected health status among Chinese older adults. Regarding social support differences between urban and rural areas, it was found that relatives support is a positively significant factor for rural older adults, while friends support is significant for urban older adults. Conclusions: Since Internet use has many ways of impacting health status, social support only plays a partial mediating role in this study. It recommends that the government should take compelling measures to encourage and promote the use of the Internet among older adults and obtain various social support to improve their health status.

Internet use and rural-urban mental health inequalities: Evidence from China.

Introduction: In the context of the new digital era, clarifying the relationship between Internet use and urban and rural residents' mental health is of important value for reducing rural-urban health inequalities. This paper aims to study the association between Internet use and rural-urban mental health inequalities. Methods: Based on the data of the China Family Panel Studies (CFPS) in 2020, we firstly examined the existence and specific manifestation of mental health inequalities between urban and rural residents. Secondly, we examined the mediating effect of Internet use by the Bootstrap mediating effect measure. Finally, we verified the robustness of the mediating effect. Results: There are significant mental health inequalities between urban and rural residents, and urban residents have better mental health than rural residents (p < 0.01). In addition, the test results for the mediating effect of Internet use on mental health inequalities between urban and rural residents were significant (p < 0.01), with a direct effect of -0.028 (p < 0.01) and an indirect effect of -0.49 (p < 0.01), and this result remained significant in the robustness test. Discussion: In such a new age of the Internet, mental health inequalities between urban and rural residents objectively did exist, and the use of the internet played a positive mediation effect on the formation of mental health inequalities between urban and rural areas.

Effects of emotional working memory training on problematic internet use, inhibition, attention, and working memory among young problematic internet users: A randomized control study.

Problematic internet use (PIU) has been defined as an inability to control impulses to use the internet, and is associated with psychological, social, educational, and/or occupational problems. Considering the harmful effects of PIU, the present study evaluated a treatment intervention aimed at controlling PIU. A randomized control study investigated the effectiveness of emotional working memory training (eWMT) in improving inhibition, attention, and working memory among individuals with PIU in comparison with a placebo group. Young adults (N = 36) with PIU were either trained for 20 sessions in an n-back dual emotional task (eWMT; n = 18) or a feature matching task (placebo; n = 18). Results showed that 20 continuous sessions of eWMT significantly reduced the symptoms of PIU and improved participants' working memory, attention, and inhibition (compared to the placebo group). These preliminary findings suggest that eWMT can be considered a promising treatment to reduce PIU by improving individuals' cognitive and emotional functioning.

Effect of Internet Use to Obtain News on Rural Residents' Satisfaction with the Social Environment: Evidence from China.

The deterioration of satisfaction with the social environment in rural areas recently has become a major issue in the rural governance of China. This study examined if using the Internet to obtain news would affect rural residents' satisfaction with their social environment. It used data from the China Family Panel Studies to determine the influencing factors of rural residents' satisfaction with their social environment in the Internet era. The research found that: (1) The Internet has become the main medium for rural residents to obtain news, which affects rural residents' satisfaction with the social environment. Specifically, as the number of days rural residents use the Internet to obtain weekly news increased, their satisfaction with China's social environment worsened. Internet use also affected satisfaction with the social environment more than traditional media, such as TV. (2) The influencing factors of rural residents' social environment satisfaction were heterogeneous among groups with different characteristics, with the phenomenon of the "digital divide" emerging. Women, middle-aged and older adults, and illiterate/semi-illiterate people used the Internet to obtain news less frequently. Based on the above research conclusions, governments should focus on and be vigilant against false public opinions disseminated online as well as improve the digital literacy of vulnerable rural groups.

Association of Individual and Neighborhood Characteristics to Problematic Internet Use among Youths and Adolescents: Evidence from Vietnam.

INTRODUCTION: This study aimed to determine latent profiles from the Problematic Internet Use Questionnaire Short Form-6 (PIUQ-SF-6) score of Vietnamese youths and adolescents, which supports the diagnosis of problematic internet use among a large sample size. Moreover, it also explored factors that affect each latent profile of the PIUQ-SF-6 score among participants. METHODS: A sample of 1477 Vietnamese people, aged 14 to 24, across five provinces participated in the study. Multinomial logistic regression determined factors related to the levels of the Problematic Internet Use Questionnaire Short Form-6 (PIUQ-SF-6) after using latent profile analysis. RESULTS: Participants were divided into three profiles, including those at low, moderate, and high risk of internet addiction. The high-risk latent profile was obtained for 23.1% of adolescents, and the remaining percentages were, respectively, 40.2% and 36.7% of adolescents belonging to the moderate and low-risk groups. Moreover, factors including age, living alone, high Kessler psychological distress scale, excessive time on the internet, living in central cities, and high neighborhood disorder scores were found to be related to moderate- and high-risk internet addiction profiles. CONCLUSIONS: Factors analyzed according to individual and social characteristics further explore the reasons underlying increasing internet addiction among Vietnamese youths and inform early interventions.

How Does Problematic Internet Use Influence Chinese Rural Adolescent Externalizing Problem Behaviors? The Mediating Role of Mental Health and the Moderating Role of Parental Knowledge.

This study aims to provide a new perspective on the relationship between problematic Internet use and externalizing problem behavior among adolescents. Many studies have focused on the relationship between problematic Internet use and adolescent externalizing problem behavior; however, research on the underlying mechanism remain understudied. Altogether, 1161 Chinese rural adolescents aged 13-17 years completed a self-report questionnaire. The results indicate that: (1) Problematic Internet use has a negative effect on rural adolescent externalizing problem behaviors; (2) mental health has an effect on the relationship between problematic Internet use and externalizing problem behaviors; and (3) parental knowledge may moderate the indirect effect by attenuating the relationship between problematic Internet use and externalizing problem behaviors. Regarding these findings, this study has discussed the potential reasons and provided some practical suggestions to improve problematic Internet use among rural adolescents.

Problematic Internet Use among Polish Students: Prevalence, Relationship to Sociodemographic Data and Internet Usage Patterns.

Problematic Internet Use (PIU) is a broad term that covers problems with Internet use that result in psychological, social, academic or professional difficulties. The aim of our study was to identify individuals particularly vulnerable to developing PIU among Polish students, taking into account sociodemographic characteristics and Internet use patterns. A total of 1008 students of Polish universities took part in the survey. The research tool was The Problematic Internet Use Test-the Polish version of the Internet Addiction Test. Among the respondents, 10.2% showed signs of PIU-high or very high risk of addiction. Significantly higher levels of PIU were found in males than females, science students than medical and humanities students, and Internet users using a computer, as opposed to students using only a phone/tablet. A decrease in PIU was observed as students improved their assessment of their material situation. The severity of PIU increased significantly as the importance of Internet use for entertainment increased. Our research indicates that it is worth implementing measures to prevent the development of PIU in Poland, e.g., screening educational campaigns, especially for science students. It is also necessary to offer students at lower levels of education, especially the less affluent, forms of leisure time other than computer activity with the use of the Internet.

Does the Internet Moderate the Neighborhood Effect? Internet Use, Neighborhoods, and Mental Health among Older Adults in Shanghai.

Internet use may reduce the impact of the neighborhood on residents' well-being by helping people utilize resources beyond their immediate neighborhoods or strengthen neighborhood influences by widening the digital divide across neighborhoods. This study investigates how internet use moderates neighborhood effects on mental health among older adults in Shanghai. Using data from the Shanghai Urban Neighborhood Survey (SUNS) and population census, hierarchical linear models reveal that older adults who more frequently use the internet report lower levels of mental distress. Internet use attenuates the negative effects of living in low-socioeconomic status (SES) neighborhoods. We also examine the roles of three types of internet use: social networking, leisure, and information seeking. The results show that only social networking and leisure internet use are significantly associated with improved mental health among older adults. The results suggest that social programs are needed to increase internet literacy among older adults to promote active aging, and priority should be given to relatively disadvantaged neighborhoods.

Does Internet Use Promote Subjective Well-Being? Evidence from the Different Age Groups Based on CGSS 2017 Data.

Mobile Internet technology has developed so rapidly that the Internet has become indispensable in everyday life. There is a continuous debate about the relationship between internet use and subjective well-being. In contrast to observing whether one has Internet access, this paper focuses on three dimensions of Internet usage: frequency of use, online relationship size, and Internet proficiency. Based on the Chinese nationwide data collected in 2017, the results of the ordinary least squares regression model demonstrate that Internet use has a significant positive association with subjective well-being. In addition, this study also discovers that the effect of Internet use on the subjective well-being of individuals of different ages is heterogeneous; middle-aged individuals benefit from more frequent Internet use and larger-scale networks; the young and older adults benefit from organizing communication in groups. The results of this study can provide targeted suggestions for improving the subjective well-being of different age groups in Internet use.

How Does Internet Use Affect the Farmers' Trust in Local Government: Evidence from China.

The rapid spread of the internet in rural China in the 21st century has fundamentally reshaped the operation of the Chinese rural political system in ways that are at least as profound as television half a century ago. This study used the data of 8754 farmers from 2018 China Family Panel Studies (CFPS) in China to examine and provide empirical evidence on how internet use affects farmers' trust in local government via a chain-mediation model. The results indicate that internet use erodes farmers' trust in local government. Internet use is more likely to cause young and highly educated farmers to lose trust in local government. Both views on people's livelihood problems and government performance evaluations play mediating roles between internet use and farmers' trust in local government. Further, we also found that the negative direct impact of internet use on farmers' trust in local government is also serial mediated by views on people's livelihood problems and government performance evaluations. The results expand the research on the factors influencing trust in government.

Internet Use and the Happiness of Rural Residents: The Role of Education and Health.

The rapid development of the Internet in China in recent years has greatly penetrated into all aspects of people's lives and production. In rural areas of China, little is known from previous studies about the relationship between the Internet and happiness. Based on data from the China Family Panel Studies (CFPS) collected in 2016 and 2018, this study investigates the impact of the Internet use on the happiness of rural residents and its mechanism. The results show that, first, the fixed-effects model indicates that the Internet significantly increases the happiness of rural residents. Second, the multiple mediating effects analysis shows that Internet use can improve rural residents' happiness by promoting the household education human capital. To be more specific, excessive Internet use leads to lower levels of household health human capital. However, a lower level of health does not necessarily bring about a lower level of happiness. In this paper, the mediating effects of household education human capital and household health human capital are 17.8% and 9.5%, respectively. Third, the heterogeneity analysis found that there was a significant positive correlation between Internet use and rural residents' happiness in western regions of China, while it is insignificant in the eastern and central regions; for households with a huge labor force, Internet use dramatically improves their happiness by enhancing their household education human capital. Education and health have different roles to play in terms of the happiness of rural residents. Therefore, this suggests that the physical and psychological health of rural residents should be taken into account when the Internet strategies to improve general well-being are under development.

Web use remains highly regional even in the age of global platform monopolies.

The Internet, since its inception, has been imagined as a technology that enables information to overcome barriers of language and geography. As a handful of social media platforms now dominate globally, removing most barriers of distribution; this has created unprecedented opportunities for content to gain worldwide traction, regardless of its country of origin. Yet historically with few exceptions, people generally consume content that is from or for their region. Has the Internet or social media really altered this trait? Analyzing the extent of similarities between a hundred countries' web use patterns simultaneously across their most popular websites, and country specific trends from YouTube and Twitter respectively, we find that countries which share borders or where people speak the same languages have the most similar web use patterns. Global social media usage on both YouTube and Twitter is even more heterogeneous and driven to a larger extent by language and geography than global website traffic. Neither does high prevalence of English language speakers in the two countries, nor does one of them being the United States contributes substantially to web use similarity. Global web use remains highly regional. The technical affordances of the Internet alone are thus insufficient to render a cosmopolitan world.

Need for Distinctiveness Leads to Pathological Internet Use? The Perspective of Cognitive Behavioral Model.

Based on the cognitive behavioral model of pathological Internet use and the gender role theory, this present study investigated the association between the need for distinctiveness and pathological Internet use. Additionally, we explored a mediating role of maladaptive cognition in the association between the need for distinctiveness and pathological Internet use and tested whether the mediation model was moderated by gender. A sample of 745 Chinese university students (Mage = 19.92, SDage = 1.42) was studied and participants completed anonymous questionnaires regarding the need for distinctiveness, maladaptive cognition, and pathological Internet use. Results revealed that the need for distinctiveness was positively associated with pathological Internet use, and the association between the need for distinctiveness and pathological Internet use was mediated by maladaptive cognition. In addition, gender moderated the association between maladaptive cognition and pathological Internet use; the effect was stronger for female participants than male participants. The findings expanded our understanding of the dark side of seeking distinctiveness. Practically, the results suggest that policymakers and psychological practitioners consider gender in preventing and intervening in pathological Internet use.

Static and Dynamic Impacts of Internet Use on Self-Rated Health among Adults in China: A Hybrid Model Analysis Based on National Panel Survey Data.

The widespread use of the Internet has a substantial impact on people's livelihoods, including health-related factors. Whether this impact is beneficial or harmful to people's health remains unclear. Some cross-sectional studies found static differences in the health status between Internet users and nonusers, whereas panel data studies found dynamic changes in an individuals' health over time, making the issue, including its causality, controversial. Therefore, we aimed to clarify the association between the use of the Internet and people's health from both static and dynamic aspects. Data were obtained for 46,460 adults from the China Family Panel Studies in 2014, 2016, and 2018. The analysis applied a logistic regression hybrid model with self-rated health as the dependent variable and Internet use as the main independent variable. In the hybrid model, time-varying independent variables were decomposed into between-individual (static) differences and within-individual (dynamic) changes over time. The results indicated that the between-individual coefficient of Internet use was significantly positive, but the within-individual coefficient was not, i.e., Internet users felt healthier than nonusers from the static aspect but starting to use the Internet did not increase the self-rated health from the dynamic aspect. These findings suggest that attention is needed in order to not confuse the static differences with dynamic change regarding the causality between Internet use and self-rated health.

Suicidal Behavior and Problematic Internet Use in College Students.

BACKGROUND: Suicidal behavior, especially in young populations such as university students, is currently one of the most concerning health problems worldwide, suicide being the second leading cause of death among students. Although literature is still scarce, one of the risk factors that correlates the most with suicidal behavior in young people appears to be problematic internet use (PIU). The aim of this study was to investigate the relationship between PIU and suicidal behavior in a Spanish university population. METHOD: An ex post facto prospective design was used with a sample of 1,386 Spanish university students (68.7% women and 31.3% men). PIU was assessed by means of the Internet Addiction Test (IAT) and psychological problems by means of the Clinical Outcomes in Routine Evaluation-Outcome Measure (CORE-OM). RESULTS: The results confirm the relationship between PIU and suicidal behavior, principally alongside those of social isolation and depression, this risk being 3.78 times higher among women with PIU and 5.58 times higher in men. CONCLUSIONS: PIU appears as a risk factor for suicidal behavior that must be taken into account together with social isolation, subjective distress and depression.

The relationship between Internet use and mental health of the elderly: Analysis of the differences between urban and rural.

Internet use has an important impact on the elderly health. Based on the data of China General Social Survey (CGSS) in 2017, Model 4 and Model 14 in PROCESS were used to test the mechanism of Internet use on the mental health of the elderly, and further compare the differences between urban and rural elderly. The results are that Internet can positively predict the mental health of the whole sample and the urban elderly, but it has no significant predictive effect on the rural elderly; Internet can negatively predict the alienation of whole sample and urban and rural elderly; Alienation has a partly mediated effect between internet use and mental health of the whole elderly; "Internet using-alienation-mental health" the second path was moderated by embodied cultural capital in the whole sample and in the urban elderly. The conclusions are that Internet has a protective effect on the mental health of the elderly, and the mental health can be improved by reducing alienation. Increasing the use of the Internet and embodied cultural capital is an effective way to improve the mental health of the elderly. It is necessary to provide more internet access opportunities for the elderly, especially those in rural areas, increase the accessibility of embodied cultural capital, and bridge the digital divide between urban and rural elderly.