Examining the Associations between COVID-19-Related Psychological Distress, Social Media Addiction, COVID-19-Related Burnout, and Depression among School Principals and Teachers through Structural Equation Modeling

Antecedents of social media addiction in high and low relational mobility societies: Motivation to expand social network and fear of reputational damage

Contrary to previous studies on the antecedent factors of social media addiction, we focused on the social environmental factor of relational mobility (i.e., the ease of constructing new interpersonal relationships) and investigated its relationship with social media addiction. People in low relational mobility societies have fewer opportunities to select new relationship partners and consequently feel a stronger need to maintain their reputation. We hypothesized that (1) people in low relational mobility societies are more strongly addicted to social media because they estimate that greater reputational damage will be caused by ignoring messages and (2) people in low relational mobility societies estimate greater reputational damage than actual damage. We conducted two online experiments with 715 and 1,826 participants. Our results demonstrated that (1) there is no relationship between relational mobility and social media addiction and (2) people in both high and low relational mobility societies overestimate reputational damage. Furthermore, we demonstrated that the social media addiction mechanism differs between societies: (3) people in low relational mobility societies estimate greater reputational damage, whereas (4) people in high relational mobility societies are more motivated to expand their social networks; both mechanisms strengthen their social media addiction. Based on these results, we propose interventions for moderating social media addiction in both high and low relational mobility societies.

Influence of social media on psychological health of youth during COVID-19 pandemic

Context

Medical undergraduates, being away from their institutes due to the lockdown, are at a greater risk of being affected by the negative news, which may easily instill fear and panic among them. Therefore, the present study was planned with the objective to study the effects of media exposure on the psychological health of undergraduate medical students at a tertiary health institute.

Aim

To assess the psychological effects of social media/media use and coping mechanisms adopted during the COVID-19 pandemic.

Settings and Design

Tertiary care teaching Institute and Cross-sectional study.

Material and Methods

It is a cross-sectional observational study performed among (under graduate) UG students, which was assessed using a pre-tested questionnaire including the pre-validated DASS-21 scale.

Statistical Analysis

Data collected was entered in MS Excel. Descriptive statistics and correlation of the study variables were analyzed while controlling for demographics using Epi-info software version 7.2.2.

Results

It was observed that around one-fifth of the participants have moderate depression, followed by mild 10.97%; one-fifth of the participants have moderate levels of anxiety 20.41% followed by extremely severe anxiety 13.27% and about two-thirds of the study participants having no stress 64.29% followed by mild stress 14.80% and moderate stress 9.69%.

Conclusion

There was a significant psychological impact of the use of social media among young populations, particularly anxiety, stress, and depression with exposure to negative news and reports on social media platforms.

'I cannot see ahead': psychological distress, doomscrolling and dark future among adult survivors following Mw 7.7. and 7.6 earthquakes in Türkiye

BACKGROUND

The earthquakes, which occurred on 6 February 2023, affecting a total of eleven provinces in Türkiye, with magnitudes of 7.7 and 7.6, and killing around 50,000 people, caused the greatest loss of life compared to previous earthquakes in Türkiye. In this study, we analyse the psychological status of the adult individuals who experienced the earthquakes three months after the earthquakes in terms of different variables.

METHODS

In this research, an analytical cross-sectional study was conducted by applying face-to-face and online questionnaires to 402 adult individuals who had experienced the earthquake. The Depression, Anxiety and Stress Scale (DASS-21), the Dark Future Scale and Doomscrolling Scale were applied. The relationships between variables are discussed in this study using the predictive correlational model.

RESULTS

The results revealed that the participants had very high levels of future anxiety and moderate levels of doomscrolling after the earthquake. Although their psychological distress levels were relatively low, as the psychological distress levels of adult individuals who experienced the earthquake increased, their doomscrolling also increased. In addition, as individuals' future anxiety increases, their doomscrolling increases similarly. The mediation analysis reveals that the mediating role of future anxiety between psychological distress and doomscrolling is significant (p < .001).

CONCLUSION

Individuals are more exposed to negative news streams in negative life events that occur beyond their control and they need to search for information. Increased levels of depression, anxiety and stress lead to more exposure to this flow. In addition, future anxiety is also an important trigger of this behaviour. The effects of psychological distress on individuals who survived the earthquake are discussed in the context of the literature.

Development and Psychometric Properties of the Social Network Site Use Motives Scale-Revised

Background

Social network site use motives have been reported to be important in understanding the causes of Social Network Site addiction. The purpose of this study was to supplement the weaknesses of the Social Network Site Use Motives Scale with a 6-factor structure and to examine the psychometric properties of the Social Network Site Use Motives Scale-Revised with an 8-factor structure.

Methods

Exploratory structural equation modeling and confirmatory factor analysis were used to investigate the factor structure of the Social Network Site Use Motives Scale-Revised. A Korean adult sample (n = 661, nfemale = 464, age: 27.45 ± 8.66) filled out the Social Network Site Use Motives Scale-Revised.

Results

Results showed that an 8-factor model with exploratory structural equation modeling showed a better fit than the other models. Indices of internal consistency reliability of the Social Network Site Use Motives Scale-Revised were good. Also, the scale exhibited statistically significant positive correlations with social network site addiction scores, which showed adequate criterion validity. In addition, the expression motives and the concealment motives showed incremental validity of the Social Network Site Use Motives Scale-Revised by having a statistically significant relationship with social network site addiction even when controlling for the other 6 motives.

Conclusion

The Social Network Site Use Motives Scale-Revised, consisting of the 8 dimensions tapping information, enhancement, social, coping, pastime, conformity, expression, and concealment motives, is a reliable and valid scale to measure social network site use motives.

The Relationship of Mobile-Based Social Network Addiction and Family Communication Patterns, with Behavioral Problems in Secondary School Students: The Mediating Role of Emotional Self-Regulation

Background

New technologies offer endless possibilities for students and schools, but as the use of smartphones increases, psychological and behavioral problems may also increase.

Objective

To investigate the relationship of mobile-based social network addiction and family communication patterns on the one hand, and behavioral problems in students on the other, with a focus on the mediating role of emotional self-regulation.

Design

This study used a quantitative approach and a cross-sectional design. The participants were 384 students (female/male: 226/168; mean age: 16 ± 1.98) in secondary high schools in Tehran in the academic year 2022-2023. The students were selected using convenience sampling. The data were collected online using the Revised Family Communication Pattern Scale (1994), Mobile-Based Social Network Addiction Questionnaire (2016), Child Behavior Checklist - Adolescent Version (2001), and the Affective Style Questionnaire (2010). The data were analyzed using structural equation modeling with SPSS-25 and AMOS-24 statistical software.

Results

The study showed that emotional self-regulation plays a mediating role in the relationship between mobile-based social network addiction and internalized and externalized behavioral problems (P ≤ .05). The indirect effect of conversation orientation on internalized and externalized behavioral problems mediated by emotional self-regulation was not significant, but the indirect effect of conformity orientation on internalized and externalized behavioral problems with the mediation of emotional self-regulation was significant (P ≤ .05).

Conclusion

Based on the findings, it is suggested that school officials and parents should develop emotional self-regulation and communication skills in students and parenting skills in their parents to prevent and reduce potential harm such as internet addiction and behavioral problems in students.

Social Media Overload as a Predictor of Depressive Symptoms Under the COVID-19 Infodemic: A Cross-Sectional Survey From Chinese University Students

Objectives: People's mental health and digital usage have attracted widespread attention during the COVID-19 pandemic. This study aimed to investigate how social media overload influenced depressive symptoms under the COVID-19 infodemic and the role of risk perception and social media fatigue. Methods: A questionnaire survey was conducted on 644 college students during the COVID-19 lockdown in Shanghai, and data analysis was conducted using the PROCESS4.0 tool. Results: The findings showed that in the COVID-19 information epidemic: 1) both information overload and communication overload were significantly and positively associated with depressive symptoms; 2) risk perception of COVID-19, and social media fatigue mediated this association separately; 3) and there was a chain mediating relationship between communication overload and depressive symptoms. Conclusion: Social media overload was positively associated with depressive symptoms among college students under the COVID-19 infodemic by increasing risk perception and social media fatigue. The findings sparked further thinking on how the public should correctly use social media for risk communication during public health emergencies.

The COVID-19 burnout scale: development and initial validation

BACKGROUND

Research on the pandemic-related burnout has focused on work-related burnout especially among healthcare workers, but not in the general population.

AIM

To develop a valid and reliable instrument scale to measure pandemic-related burnout in the general population.

METHODS

We took several steps to develop the scale items and achieve content and face validity; literature review, panel of experts, calculation of content validity ratio, and cognitive interviews. We assessed structural and construct validity, and reliability of the COVID-19 burnout scale (COVID-19-BS).

RESULTS

Exploratory and confirmatory factor analysis identified three factors for the COVID-19-BS; emotional exhaustion, physical exhaustion, and exhaustion due to measures against the COVID-19. Cronbach's alpha coefficients for the three factors and the COVID-19-BS ranged from 0.860 to 0.921. Kaiser-Meyer-Olkin value was 0.945, and p-value for Bartlett test was <0.001. A significant positive correlation between the three factors and anxiety and depression indicated high concurrent validity. Cohen's kappa ranged from 0.848 to 0.957, while intraclass correlation coefficients ranged from 0.888 to 0.997.

CONCLUSIONS

Our findings indicate that the final 3-factor model with 13 items of COVID-19-BS is a brief, easy to administer, valid and reliable scale for assessing COVID-19-related burnout in the general public.

Burnout of Greek Teachers: Measurement Invariance and Differences across Individual Characteristics

Burnout (BT) is a vital determinant of work effectiveness and a well-studied psychological construct. The dominant theoretical perspectives have defined BT via the proposed dimensional structures and have provided the corresponding instruments for measuring them. The present endeavor adopts the Oldenburg Burnout Inventory (OLBI), as its purpose is to examine the psychometric properties of a short version for the Greek teachers and to find differences across their individual characteristics. The Greek short version of OLBI comprises two dimensions: Disengagement (four items) and Exhaustion (five items), with reliability measures utilizing Cronbach's alpha and McDonald's omega: Exhaustion (α = 0.810/ω = 0.823) and Disengagement (α = 0.742/ω = 0.756). Confirmatory factor analysis showed an adequate fit of the measurement model: χ² = 320.291, df = 26, p < 0.001; CFI = 0.970; TLI = 0.958; RMSEA = 0.068; 90% CI of RMSEA = [0.062; 0.075]; SRMR = 0.067; NFI = 0.967; GFI = 0.986]. The proposed model is extracted after two studies (N₁ = 134, N₂ = 2437). The novel aspect of this endeavor is the measurement invariance explored across selected demographic variables. The findings supporting the measurement invariance make an essential contribution to the field, and the implications for educational research are provided along with a concise presentation of theoretical issues.

Key factors influencing teachers' motivation to transfer technology-enabled educational innovation

In response to the digital transformation in education, teachers are expected to develop new competencies. Although teachers gained valuable experience in digital technology use during the COVID-19 pandemic, research and practice show that primary school teachers need to be supported and trained for the new normal of innovative, advanced use and adoption of digital technologies in educational practice. This study aims to identify the key factors that influence teachers' motivation to transfer technology-enabled educational innovation in primary education. The Learning Transfer System Inventory (LTSI) factors and the adoption factors of technology-enabled educational innovation have been conceptually mapped. The LTSI model has been empirically validated with data collected from 12.7% of Lithuanian primary school teachers. The structural equation modeling technique was utilized to analyze causal relationships of factors influencing teachers' motivation to transfer technology-enabled educational innovation. The qualitative research method was used to provide a deeper understanding of key factors that influence motivation to transfer. The conducted analysis shows that motivation to transfer is significantly influenced by all five domains of factors: perceived value, personal characteristics, social practices, organizational and technology-enabled innovation factors. Motivation to transfer innovation varies according to teachers' perceived digital technology integration skills, which underpin the importance of applying different roles and strategies based on the teachers' skills. This study provides implications for designing effective professional development for in-service teachers and creating a suitable environment in schools for the adoption of innovation in post-COVID-19 education.

Knowledge and attitudes toward COVID-19 vaccination in Sudan: A cross-sectional study

Background

Vaccines are an essential part of public health interventions to mitigate the devastating health and non-health impacts of COVID-19 pandemic. Despite the fact that Sudan launched the COVID-19 vaccination program in March 2021, only 10% of the population received their two primary doses of vaccines by the end of May 2022. This delayed uptake of vaccines obviously warrants investigation. Therefore, we have conducted this study to evaluate the knowledge, attitude and acceptance of the general population in Sudan toward COVID-19 vaccines.

Methodology

A descriptive cross-sectional community-based study. The data were collected using an electronic questionnaire from 403 individuals living in Khartoum, Sudan. The data were processed using the Statistical Package for Social Sciences (SPSS), and data analysis was performed using appropriate tests.

Results

51% of the participants were found to have sufficient knowledge about the COVID-19 vaccine, and the knowledge level is higher among those educated beyond the secondary school and those who were employed. Among those unvaccinated, only 47% of the participants expressed their intention to take the vaccine when offered to them. The major reason for not trusting the vaccine is safety concerns expressed by 65.5% of the unvaccinated.

Conclusion

Higher education levels and employment were associated with an increase in sufficient knowledge about the vaccine in around half of the participants. However, most of participants had not taken the vaccine at the time of the study, and the trust in vaccines is not high. Effective interventions by the health authorities are needed to address these issues in order to accelerate the COVID-19 vaccination program in Sudan.

Effectiveness of web-based mindfulness program on college students with social network addiction

AIMS

In this study a web-based mindfulness cultivation program was implemented to investigate its effectiveness on the addiction symptoms and negative emotions of college students with social network addiction.

METHODS

A total of 66 students were recruited and randomly divided into the intervention group or the control group. Participants in the intervention group received a web-based mindfulness cultivation program including the group training and self-cultivating. The primary outcome was addiction level, and the secondary outcome was anxiety, depression and perceived stress. Repeated measures analysis of variance were utilized to analyze the differences between the control and intervention group over the course of the intervention and the follow-up.

RESULTS

There were significant interaction effects on addiction level (F = 39.39, P < .00), anxiety (F = 31.17, P < .00), depression (F = 37.93, P < .00) and perceived stress (F = 22.04, P < .00).

CONCLUSION

A web-based mindfulness cultivation program could improve the addiction level and negative emotions of college students with social network addiction.

Characteristics of students who require elementary school counselors' support owing to developmental disorders

Awareness and support for developmental disorders are increasing in Japan. In the education field, support from school counselors for students with developmental disorders and their roles and responsibilities in elementary schools are on the rise. However, identifying and addressing specific conditions and developmental disorders that require school counselors' attention are not clearly planned. Therefore, this study explored the characteristics of students who require elementary school counselors' support owing to developmental disorders. The participants included 17 school counselors who were experienced in working at elementary schools. Through semi-structured interviews, 30 cases were discussed, examined, and categorized based on "case characteristics," "classification of the main complaint," "basic information on the diagnosis," and "type of support." The analysis included detailed viewpoints of 13 school counselors, a code frequency table, and contrast tables, focusing on the main complaint and diagnosis. Regarding the children whose main complaint was "school refusal," eight out of nine cases were in the fourth grade or above, with several cases of suspected developmental disorders or autism spectrum disorder. The number of children with comorbid attention-deficit hyperactivity disorder, including suspected cases, seemed to be higher, especially in Grades 3-5. The study highlighted the importance of assessing students' developmental characteristics related to the main complaint in the background of a secondary problem. Furthermore, early detection and interventions should be conducted in the first and second grades.

A comprehensive review on emerging trends in the dynamic evolution of digital addiction and depression

Introduction

Using digital addiction as an umbrella term to cover any type of addictions to digital technologies such as the internet, smartphones, social media, or video games, the current study aimed to reveal the intellectual structure and evolution of research addressing digital addiction-depression relationship.

Methods

The study combined bibliometric and science mapping analysis methods for this purpose. Data for the study was gathered from Web of Science Core Collection after a comprehensive process of data search/extraction, and 241 articles were included in the final data set. A period-based, comparative science mapping analysis was performed using the SciMAT software.

Results

The analysis of data over three periods, Period 1 (1983-2016), Period 2 (2017-2019), and Period 3 (2020-2022) showed that internet addiction was the most significant theme across all three periods, which was followed by social media addiction. Depression, which emerged as a significant theme during Period 1, was later covered under anxiety disorder theme. Research interest was mostly on factors related to both addiction and depression such as cognitive distortion, insomnia, loneliness, self-esteem, social support, alexithymia, as well as cybervictimization or academic performance.

Discussion

The results suggested that much research is warranted on the digital addiction-depression relationship in different age cohorts, especially children and elderly. Similarly, the current analysis showed that this line of research particularly focused on internet, gaming and social media addiction, and evidence with regard to other types of digital addiction or related compulsive behaviors was almost absent. In addition, research was mostly inclined to understanding cause-effect relationships, which is significant, but preventive strategies seemed to be barely addressed. Likewise, the smartphone addiction-depression relationship arguably garnered less research interest, so future research would contribute to the field in this respect.

Teachers during the COVID-19 Era: The Mediation Role Played by Mentalizing Ability on the Relationship between Depressive Symptoms, Anxious Trait, and Job Burnout

BACKGROUND

The COVID-19 outbreak caused severe changes in school activities over the past two years. Teachers underwent a re-planning of their teaching approaches, shifting from face-to-face teaching formats to remote ones. These challenges resulted in high levels of burnout. The identification of risk/protective factors contributing to burnout is crucial in order to inform intervention programs. Thus, we hypothesized a mediation role of teachers' mentalizing ability (processing of emotions, a component of mentalized affectivity) on the relationship between depression, anxiety, and depersonalization (burnout dimension). Two reverse models were computed. Job satisfaction, teachers' age and gender, school grade, and length of teaching experience served as covariates.

METHODS

466 (M(sd) = 46.2 (10.4) years) online questionnaires were completed by Italian teachers of primary (n = 204) and middle (n = 242) schools. Measures of burnout, depression, anxiety, and mentalization were administered.

RESULTS

The findings corroborated our hypotheses: in all models, processing emotions served as a mediator on the relationship between depression, anxiety, and depersonalization, and on the reciprocal one. Job satisfaction positively impacted processing emotion, and negatively impacted depression and depersonalization; women teachers reported high levels of the anxious trait.

CONCLUSIONS

Overall, it can be concluded that the ability to mentalize has a beneficial impact on teachers' well-being. Policymaking, clinical, and research implications were discussed.

The Effects of Cognitive Fusion on Depression in Primary School Principals During the COVID-19 Pandemic: The Mediating Role of Psychological Vulnerability and the Moderating Role of Self-Esteem

Purpose

The COVID-19 pandemic had triggered a serious crisis that had brought stress and challenges to primary school principals, as well as having a dramatic impact on their mental health. This study explored the relationship between cognitive fusion and depression among primary school principals during COVID-19, as well as the mediating role of psychological vulnerability and the moderation role of self-esteem in this process.

Patients and Methods

Cognitive Fusion Questionnaire (CFQ), Center for Epidemiological Studies Depression Scale (CES-D), psychological vulnerability scale, and self-esteem scale were used to measure 279 rural primary school principals. The data were analyzed by adopting Pearson's correlations and moderated mediation analysis.

Results

The results revealed that: (1) There were significant relationships among cognitive fusion, depression, psychological vulnerability and self-esteem. (2) The results showed that psychological vulnerability mediated the link between cognitive fusion and depression. (3) Self-esteem moderated the associations between cognitive fusion and depression, and also moderated the associations between cognitive fusion and psychological vulnerability. The relationship between cognitive fusion and depression was weaker for primary school principals with high levels of self-esteem. In contrast, the relationship between cognitive fusion and psychological vulnerability was stronger for primary school principals with low levels of self-esteem.

Conclusion

Psychological vulnerability played a mediating role in the relationship between cognitive fusion and depression. Moreover, self-esteem moderated the effect of cognitive fusion on depression, and also the effect of cognitive fusion on psychological vulnerability.

Social media use for coping with stress and psychological adjustment: A transactional model of stress and coping perspective

Introduction

The psychological well-being of individuals has become an essential issue during the global pandemic. As a pervasive activity for individuals to pull through COVID-19, social media use may play a role in psychological well-being. Drawing on the transactional model of stress and coping, the current study investigated the relationships between COVID-19-related stressors and the use of social media to facilitate specific coping strategies. We further investigated how social media coping strategies impact users' psychological adjustment.

Methods

We collected the data from 641 quarantined residents through a two-wave survey that was conducted in two cities in China during government-mandated lockdowns.

Results

The results showed that perceived COVID-19 stress was related to the intensity of social media use for problem-focused coping, socioemotional coping, and mental disengagement. In addition, individuals' psychological adjustment was positively associated with social media use for socioemotional coping and mental disengagement while negatively related to problem-focused coping. Age was also found to be a moderator of the relationship between socioemotional coping and psychological adjustment.

Discussion

To relieve pandemic-related stress, individuals can actively utilize social media to implement various coping strategies. However, coping activities with social media may not always induce psychological benefits. By revealing the different levels of psychological adjustment among social media users with specific coping strategies, the current research enriched the literature on the effects of social media use on mental health. Findings from this study suggest the need for the prudent use of social media to cope with public health crises.

A study of factors influencing Chinese college students' intention of using metaverse technology for basketball learning: Extending the technology acceptance model

Introduction

Based on the expansion of flow constructs based on the TAM model, this study assesses the impact of metaverse technology in college basketball courses.

Methods

We surveyed 849 effective samples using an online questionnaire survey, verified our analysis using structural equation modeling, and examined the moderating effect of gender on the path relationship.

Results

The perceived ease of use, the flow experience, and the perceived usefulness of the product are important predictors of behavioral intention. According to the study, perceived usefulness, and flow experience influence attitudes significantly. A moderating effect of gender is observed on perceived ease of use on the path to behavioral intention, and the results extend the theoretical research on the use of metaverse technology for basketball instruction and TAM.

Discussion

A metaverse-based learning experience can enhance the flow experience of basketball learning, thus increasing the willingness to use and the effectiveness of learning.

Online informal learning community for interpreter training amid COVID-19: A pilot evaluation

Sudden shifts towards online education since the outbreak of Covid-19 propelled the unprepared changes in teaching and learning over the world. The impact of transferring Interpreter training from face-to-face instruction and practices to a fully online environment was viewed differently. Issues such as relatively inferior engagement in learning and dissatisfied performance in competence building were highlighted and compounded by the concern of academic burnout and learning stress caused by the abiding pandemic. To curb the unsatisfactory situation, alternative learning methods and innovative pedagogical approaches were advocated. The present study was a pioneering effort to integrate informal learning into remote interpreter training by developing and implementing an online informal learning communities for undergraduate interpreting trainees in a Chinese university. The researcher recruited 36 students (n = 36) from the institution as participants in the 1.5-year piloting project. The findings of the research revealed the impact of informal learning in supplementing formal education by engaging involved students. Student-centered learning supported by collaborative and experiential activities in an informal environment was well-received for its ability to galvanize student’s engagement and academic achievements. The perceptions from participants revealed preference and expectation from students for expanded roles of trainers in interpreter training.

Social media use in higher education: Building a structural equation model for student satisfaction and performance

Social media utilization at the student-level has become more prevalent contemporary higher education. Hence, this study is aimed at developing a specific model, along with the behavioral intention to use, to explore educational quality, actual social media use, and task-technology fit that affects student satisfaction and performance impact through examining the synergies of constructivism, user acceptance and usage of information technology, and technology acceptance. To test, a survey was administered to 430 students across five Malaysian universities. Through structural equation modeling, findings indicate that to improve student satisfaction and student performance through embedded social media, students need to have opportunities to collaborate on learning, have easy access to social media, perceive such use to be easy, and have aligned expectation on performance and effort. Interestingly, the actual social media use, was the only variable in the model that did not predict student satisfaction, despite its role in predicting student performance. The study highlights that constructivist learning, as well as task-technology fit over social media, enhances the students' learning experience and enables knowledge sharing and dissemination. The effect of using social media on student satisfaction and academic performance highlights that all students think that it is adequate for their instructors to improve their usage of social media tools. Therefore, we advocate learners and students employing social media for academic purposes with the help of lecturers at higher teaching organizations and institutions.

Association between WeChat Use and Memory Performance among Older Adults in China: The Mediating Role of Depression

Changes to memory performance in the course of aging may be influenced by behavioral factors. The use of social media among elderly people is increasing, but studying its effect on cognitive functions such as memory remains at an early stage of development. Meanwhile, the linking mechanisms underlying the association between social media use and memory performance, if any exist, have not been revealed. This study attempted to examine the association between the use of WeChat, the most popular social media platform in China, and memory performance among older people, and to test the possible mediating role of depression underlying this association. Data were drawn from the five-wave survey of the China Family Panel Study (CFPS), and 4929 respondents aged 60 or older (mean age = 68.19, SD = 5.84, 48.2% females) were included. Based on the descriptive statistics, the chi-squared test, Student’s t-test, correlation analysis, and mediation analysis were conducted. The results indicated that the usage rate of WeChat among the sample was 20.1%. After controlling for demographic variables, the use of WeChat was related to higher levels of memory performance and lower levels of depression. Moreover, depression partially mediated the relationship between WeChat use and memory performance. To maintain memory performance and promote cognitive health in the course of aging, using social media and alleviating depression merit special attention.

How Work-Family Conflict Influenced the Safety Performance of Subway Employees during the Initial COVID-19 Pandemic: Testing a Chained Mediation Model

This study examined the impact of work-family conflict on subway employees' safety performance during the initial wave of the COVID-19 pandemic. We proposed a chain mediation model in which job burnout and affective commitment play mediating roles in this process. Using questionnaire data from 632 Chinese subway employees during February 2020, structural equation modeling analyses were performed. The analyses showed that work-family conflict had a significant negative impact on subway employee safety performance. Moreover, job burnout completely mediated the influence of work-family conflict on safety performance, while affective commitment only partially mediated the influence of job burnout on safety performance. These findings suggest the important role played by Work-Family balance during the pandemic and contribute to a deeper understanding of the inner mechanisms. We also discussed several practical implications for organizations to reduce the negative impact of work-family conflict on safety performance.

Internet use and internet-based addictive behaviours during coronavirus pandemic

PURPOSE OF REVIEW

The COVID-19 outbreak profoundly influenced human lives on different levels. This narrative review aims to present recent data relating to the COVID-19 pandemic and internet use and internet-based addictive behaviours [problematic Internet use (PIU), Internet addiction, Internet gaming disorder, problem gambling or gambling disorder, social media addiction including smartphone use disorder, problematic pornography use, and compulsive buying].

RECENT FINDINGS

During the COVID-19 pandemic, the prevalence of Internet use and Internet-based addictive behaviours increased in all age groups. The COVID-19 pandemic and related containment measures were been associated with increased levels of stress, anxiety, and depression in the general population, especially among children and adolescents, which are the vulnerable groups for the development of mental disorders during the crisis. Furthermore, the fear resulting from the disease, the 'lockdown' measures, high levels of uncertainty regarding the future, and financial insecurity increased levels of loneliness, PIU, and Internet addiction.

SUMMARY

Longitudinal researches focused on the negative impacts of Internet use in prolonged stress situations on mental health, vulnerable groups, and quality of life (QoL) are needed to help clinicians and policymakers to reduce adverse consequences. Prevention programs for Internet use and Internet-based addictive behaviours must be customized to meet the needs of children, adolescents, and adults. Also, treatment programs must be tailored to the needs of patients with different Internet-based addictions.

Relationship between Psychological Distress, Basic Psychological Needs, Anxiety, Mental Pressure, and Athletic Burnout of Chinese College Football Athletes during the COVID-19 Pandemic

The rapid spread of the COVID-19 pandemic in early 2020 poses a significant threat to mental health, which may lead to psychological stress in a number of individuals. Athlete burnout is a common psychological phenomenon that has a negative influence on their sports career. The main purpose of this study was to evaluate the relationship between psychological distress and athletic burnout among Chinese college football athletes during the COVID-19 pandemic, and the mediating role of basic psychological needs, anxiety and mental pressure. In an online cross-sectional survey conducted in February 2022, the team coaches sent an electronic questionnaire to college football athletes. Participants completed questionnaires on relevant variables. Pearson correlation analysis and mediation effect analysis were carried out by using SPSS software and its plug-in process V3.3. The study included 672 participants and the results showed that: (1) psychological distress, basic psychological needs, anxiety, mental pressure and athletic burnout were significantly pairwise correlated, (2) mental pressure, anxiety and basic psychological needs play a mediating role between psychological distress and athletic burnout respectively, and (3) basic psychological needs and anxiety, basic psychological needs and mental pressure, anxiety and mental pressure, as well as mental pressure, anxiety and basic psychological needs respectively play a chain mediating role between psychological distress and athletic burnout. In conclusion, psychological distress during the COVID-19 pandemic is an important factor leading to athletic burnout among Chinese college football athletes and may further affect the level of athletic burnout through basic psychological needs, anxiety and mental pressure. The government and schools should strengthen the recognition of these factors in order to improve the situation of athletic burnout among Chinese college football athletes.

The Big Five Personality Traits and Positive Orientation in Polish Adults with Multiple Sclerosis: The Role of Meaning in Life

Scientific achievements concerning the direct relation between personality traits and positive orientation among patients with multiple sclerosis do not explain the role of potential mediators. In fact, some researchers argue that the traits–positivity association is much more complex than it seems to be. For this reason, we made an attempt to analyze the indirect relationship between the above-mentioned variables, including meaning in life as a mediator. In total, 618 patients with MS took part in the study. The NEO Five-Factor Inventory, the Positive Orientation Scale, and the Meaning in Life Questionnaire were used. The results showed that positive orientation/the presence of meaning/searching for meaning correlated positively with extraversion, openness to experience, agreeableness, and conscientiousness, and were negatively associated with neuroticism. Moreover, meaning in life in both its dimensions acted as a mediator in 9 of 10 models. It can be assumed that a propensity to establish interpersonal relationships (extraversion), use active imagination (openness), inspire confidence among others (agreeableness), and take responsibility (conscientiousness) can have an impact on someone’s positive attitude toward oneself and the surrounding world (positive orientation) when people have meaning in life and when they are seeking it.

Assessing the Relationships between Internet Addiction, Depression, COVID-19-Related Fear, Anxiety, and Suspicion among Graduate Students in Educational Administration: A Structural Equation Modeling Analysis

This study aims to examine the relationships between Internet addiction, depression, COVID-19-related fear, anxiety, and suspicion in graduate students. A total of 482 students pursuing a master’s degree in educational administration participated in the study, which was designed according to the relational survey model. The data of the study were collected using online questionnaires, and the proposed hypotheses were tested and analyzed using structural equation modeling (SEM). The results of the study revealed that COVID-19-related suspicion positively and significantly predicted COVID-19-related fear and anxiety. In this context, the increased suspicion of graduate students due to COVID-19 also increased their fear and COVID-19-related anxiety, and this increased the possibility that they would exhibit depressive behaviors. However, a positive and significant relationship was found between COVID-19-related suspicion and depression. This result confirms that the increased suspicion of the participant students due to COVID-19 led to an increase in their depression scores. SEM results have shown a positive relationship between fear and anxiety related to COVID-19 and Internet addiction, and that the increase in students’ anxiety and fear levels also increases their Internet addiction levels. In addition, the results of the study revealed that depression has a negligible indirect effect on the relationship between COVID-19-related fear, anxiety, and suspicion and Internet addiction. In conclusion, the proposed hypothetical model is confirmed after having examined the relationships among depression, Internet addiction, COVID-19-related fear and anxiety, and suspicion.