Self-presentation and belonging on Facebook: How personality influences social media use and motivations

Navigating virtual selves: validation of the German version of the presentation of online self scale

The Presentation of Online Self Scale for Adults (POSSA), originally developed by Strimbu et al. is a well-regarded instrument for assessing online self-presentation. This study evaluated the factorial structure, reliability, and validity of the German adaptation of POSSA. A CFA analysis confirmed a satisfactory fit for the proposed three-factor model, as evidenced by a CFI of 0.919, a TLI of 0.902 and a RSMEA of 0.075. The subscales of the German POSSA demonstrated high internal consistency. Additionally, convergent validity was established through significant correlations with the Impostor-Profile 30 (IPP), affirming the interpretive accuracy of the subscale scores. Specifically, the Adaptable Self and Freedom of Self Online subscales positively correlated with IPP measures of Alienation and Other-Self-Divergence, whereas the Authentic Self subscale inversely correlated with these measures. Moreover, the German POSSA scores accounted for variance in the number of Instagram followers, surpassing the predictive power of self-esteem alone. Notably, the Adaptable Self factor was positively associated with the follower count, while the Freedom of Self Online factor displayed a negative association. Collectively, these findings underscore the DE-POSSA as a robust tool for assessing self-presentation behaviors in German-speaking populations and highlight its potential for cross-cultural research in online interpersonal interactions.

Effects of social media use on employment anxiety among Chinese youth: the roles of upward social comparison, online social support and self-esteem

Based on the continuous development of new media and mobile communication technologies, social media has significantly influenced people's daily thoughts and behaviors. For young people, social media is a platform for social interaction, and studies have found that social media helps Chinese graduates find employment. This study examined how social media use and its related factors affect employment anxiety. The data was collected from 1,204 Chinese youth through an online survey. The results showed that: (1) the intensity of social media use had a positive predictive effect on employment anxiety; (2) upward social comparison and online social support individually separately mediate the positive relationship between the intensity of social media use and employment anxiety; and (3) self-esteem negatively moderates the effect of upward social comparison and effect of online social support on employment anxiety. The study underscores the importance of reasonable social media usage strategies, positive social perception, and healthy self-perception for fostering a positive employment mindset among youth.

The Association Between Neuroticism and Problematic Social Networking Sites Use: The Role of Fear of Missing out and Self-Control

Problematic use of social networking sites (SNS) has a negative impact on mental health. It has been found that people who score high on neuroticism are especially vulnerable towards engaging with SNS in a problematic way but it is not clear which psychological mechanisms explain this relationship. We addressed this issue by examining the mediating role of fear of missing out and self-control in the relationship between neuroticism and problematic SNS use. For this purpose, we conducted a cross-sectional study (n = 151, 69.5% female, Mage = 26.23, SD = 7.52) and tested for parallel mediation using structural equation modelling. Neuroticism was found to be predictive of increased levels of problematic SNS use. Moreover, neuroticism was associated with both increased levels of fear of missing out and decreased levels of self-control. However, only fear of missing out was found to robustly mediate the relationship between neuroticism and problematic use of SNS. These findings suggest that fear of missing out could be an intervention target to prevent people scoring high on neuroticism from engaging in problematic SNS use.

Self-Perception of Extroversion Increases with Social Media Use: A Social Media Induction Task

Previous studies have examined the relationship between social media and extroversion, often relying on correlational designs. This study introduced a social media induction procedure to examine the relationship between social media and extroversion with an experimental design. In a procedure adapted from the personality research literature, participants used a written prompt to imagine themselves as a social media influencer and were then asked to use social media with this mindset. Participants' extroversion was measured before and after this activity using the Big Five Inventory. The results show that this social media induction procedure resulted in increased reports of extroversion after the task, and this post-task change was not predicted by other related social media factors (such as hours of social media use per day). These results complicate the assertion that differences in social media use between extroverts and introverts are due to its stronger appeal to extroverts.

Twitter (X) use predicts substantial changes in well-being, polarization, sense of belonging, and outrage

In public debate, Twitter (now X) is often said to cause detrimental effects on users and society. Here we address this research question by querying 252 participants from a representative sample of U.S. Twitter users 5 times per day over 7 days (6,218 observations). Results revealed that Twitter use is related to decreases in well-being, and increases in political polarization, outrage, and sense of belonging over the course of the following 30 minutes. Effect sizes were comparable to the effect of social interactions on well-being. These effects remained consistent even when accounting for demographic and personality traits. Different inferred uses of Twitter were linked to different outcomes: passive usage was associated with lower well-being, social usage with a higher sense of belonging, and information-seeking usage with increased outrage and most effects were driven by within-person changes.

The Bumble motivations framework- exploring a dating App's uses by emerging adults in India

Researchers have called for a better understanding of the differing motivations of dating app users. Whereas these have been described for Tinder, Grinder and Hinge in the Anglosphere, no research examples could be found for Indian users of Bumble. In response, this paper's pathfinder study helps close the gap by developing a Bumble motivation scale. Six primary motivations for using Bumble were identified through the exploratory factor analysis: Love, Socialisation, Ease of communication, Distraction, Trendiness, and Sexual experience. Notably, socialisation and love motivations emerged as more significant drivers for Bumble usage than sexual experiences, which contrasted with prior findings on dating apps. Additionally, age and biological sex differences were observed in the motivations reported by the participants. Men were more likely to use Bumble for sexual experiences, while women were more motivated by ease of communication. Furthermore, age was found to positively relate to motivations linked to love, distraction, trendiness, and sexual experiences. Moreover, the motivations of Love, socialisation, and trendiness were found to positively predict the frequency of Bumble usage. Among these motivations, Love, socialisation, and trendiness emerged as significant predictors of offline dating behaviour among the participants. These findings contribute to a better understanding of the factors influencing the adoption and engagement with Bumble among emerging adults in India. The implications of these findings may aid in refining dating app features and marketing strategies targeted at this specific demographic.

The relationship between openness and social anxiety: the chain mediating roles of social networking site use and self-evaluation

BACKGROUND

As social networking sites (SNSs) with diverse functions gradually become an important social place for modern people, openness, as a personality trait that represents the willingness to consider diverse things, will be more likely to affect people's cognitive and emotional experience (e.g., social anxiety) in social interactions. This study examined the relationship between openness and social anxiety and the underlying psychological mechanism in the internet age based on the cognitive-behavioral model of social anxiety.

METHODS

This cross‑sectional survey study conducted a questionnaire survey of 522 college students from two provinces in China (191 male; age range 18-25; M = 20.76, SD = 1.34).

RESULTS

The results showed that openness is negatively related to social anxiety. Self-evaluation and passive SNS use independently mediate the relationship between openness and social anxiety, respectively. Moreover, openness is associated with social anxiety both through the chain mediating roles of active SNS use and self-evaluation and through the chain mediating roles of passive SNS use and self-evaluation.

CONCLUSIONS

Openness is negatively associated with social anxiety, and the different ways of SNS use and self-evaluation are the underlying mechanisms. These results provide insights into the clinical treatment of social anxiety and how to benefit from online interactions.

Association between flaunting behaviors on social media and among the general population in Bangladesh: A cross-sectional study

Background and Aims

The number of social media users is growing with each passing day at full tilt, keeping pace with digitalization and technological advances. Despite several advantages, there are also certain negative aspects to using social networking sites (SNS) for communication, amusement, self-expression, impression management, and other purposes. This study sought to investigate the association between mental health status and flaunting behaviors in social media among the general population in Bangladesh.

Methods

We conducted this nationwide cross-sectional online survey among 465 people aged between 18 and 60 between October 15, 2021 and January 15, 2022. Following electronic consent, we collected the socio-demographic profiles and psychometric parameters of the respondents. Additionally, we assessed the diverse perspectives on SNS usage and its relationship to the self-reported symptoms of depression and loneliness.

Results

The estimated prevalence of loneliness and depressive symptoms were 65.16% (mild: 39.57%, moderate: 16.56%, severe: 9.03%) and 55.49% (mild: 26.67%, moderate: 22.15%, severe: 6.67%), respectively. Key factors associated with flaunting on social media were mental health issues such as depression and loneliness. Several social factors were also considered, such as being young, of the male sex, unmarried, illiterate, a student, urban dwelling, average economic status, nuclear family structure, types of SNSs, checking social media first in the morning, and the use of SNS for gaining popularity.

Conclusion

A significant portion of SNS users reported symptoms of mental illness. Current study findings urge for longitudinal studies with larger sample sizes to have a nearly equal distribution of users from each social media platform for in-depth exploration of how user attitudes about SNSs and site usage patterns impact the general public's mental health. We suggest that regulating SNS usage patterns and treatment approaches would improve the situation.

How is the effect of social media on intention to outdoor recreations? A study using personal social connections as a moderator

Many researchers have identified positive effects of social media to improve recreation quality. At that time, more people recognized to be involved in social media have lower motivation for outdoor activities. Here we see two-way effects of social media, positive and negative, to participation of outdoor activities. In this study, a two-path model was built on the basis of value-expectation theory and motivation theory, and a moderating effect of social connection was considered. In this study, PLS technique (partial least square) was used to verified the model. Finally, this study finds that using social media for promoting outdoor leisure activities may have both positive and negative effects on the intention to participate. However, considering participants' social connections, engaging in social media can enhance the intention to participate in outdoor leisure activities, especially for those with high levels of social connections. In the post-pandemic era, where people have become accustomed to working from home or completing various tasks online, these research findings hold significant implications for promoting outdoor leisure activities in the post-pandemic era.

Online communication and positive psychological capital of college students in China: the mediating role of online social support

Online communication is one of the most significant factors that affect the growth and development of contemporary college students. The purpose of this study was to examine the mechanisms of online social support in the relationship between online communication and the positive psychological capital of college students in China. Drawing on social exchange theory, the research employed a sample of 1,212 Chinese college students and incorporated online social support as a mediating variable. The investigation constructed a research model using the College Students' Online Communication Questionnaire, Online Social Support Questionnaire, and Positive Psychological Capital Questionnaire to examine the intricate relationship among online communication, online social support, and positive psychological capital. The study found that both online self-expression and online extended relationship actions positively influenced students' positive psychological capital. However, online social participation did not demonstrate an impact on this measure. Furthermore, online social support was found to partially mediate the connection between online self-expression and positive psychological capital as well as between online extended relationships and positive psychological capital. Online social support fully mediated the relationship between online social participation and positive psychological capital.

The influence of media use degree on public depressive symptoms: mediating role of big five personality

BACKGROUND

Mixed results have been found regarding the relationship between media use degree and depressive symptoms. The purpose of this study is to explore the relationship between media use degree, big five personality and depressive symptoms with a mediation model.

METHOD

This was a cross-sectional study. With 9-item Patient Health Questionnaire (PHQ-9), 10-item Big Five Inventory (BFI-10) and self-designed media usage scale, 11,031 participants aged 12 and above in 120 cities in China were collected. Pearson correlation analysis and regression analysis were performed on the data. The Process plug-in was used to construct the mediation model and explore the relationship among media use degree, big five personality and depressive symptoms. The nonparametric percentile Bootstrap method was used to test the mediating effect of personality traits.

RESULTS

The degree of media use was positively correlated with depressive symptoms (r = 0.20, P < 0.001), and big five personality played a mediating role between the degree of media use and depressive symptoms. Among five traits, extroversion (r=-0.12, P < 0.001), conscientiousness (r=-0.23, P < 0.001), openness (r=-0.03, P < 0.01) and agreeableness (r=-0.22, P < 0.001) were negatively correlated with depressive symptoms, and neuroticism (r = 0.25, P < 0.001) were positively correlated with depressive symptoms. In addition, extraversion (-0.004, -0.001), conscientiousness (-0.015, -0.008), agreeableness (-0.008, -0.001) and neuroticism (-0.015, -0.007) in big five personality played a mediating role between media use and depressive symptoms.

CONCLUSION

The degree of media use positively predicted depressive symptoms, and excessive media use may bring risks to mental health. People with high neuroticism, low agreeableness, low conscientiousness and low extroversion are more likely to suffer from depressive symptoms.

The Role of Personality, Self-Disclosure, and Envy in Maladaptive Social Media Engagement

Through online social networks (OSNs), individuals establish and maintain social connections to satisfy their need to belong. Recent research suggests that taken too far, one's need to belong can increase envy and lead to maladaptive social media behavior aligned with obsessive-compulsive disorder (OCD). This study examines the role of two personality traits, one's intrinsic need to belong and trait reactance, on feelings of envy and the self-disclosure processes that lead to OCD on social networks. A sample of 354 U.S. adult users of Facebook completed a survey measuring individuals' need to belong, trait reactance, envy, self-disclosure, and OSN-OCD. Regression analyses reveal that need to belong and trait reactance both independently and interactively relate to envy, and that self-disclosure mediates the relationship between envy and OCD on social networks. Those with low trait reactance appear at the lowest risk of OSN-OCD no matter their need to belong. The highest risk profile for online OCD is found in those with both high trait reactance and high need to belong. Overall, our findings support further exploration of one's intrinsic need to belong and trait reactance as personality indicators of risk for OSN-OCD.

Online learning during the Covid-19 pandemic: How university students' perceptions, engagement, and performance are related to their personal characteristics

University students faced unexpected challenges in online learning during the Covid-19 pandemic. Findings from early phases of the Covid-19 pandemic and before show that online learning experiences may vary from student to student and depend on several personal characteristics. However, the relative importance of different students' personal characteristics for their online learning experiences at later phases of the Covid-19 pandemic is still unclear. This cross-sectional, correlational study investigates how personal characteristics of university students are related to five dimensions of online learning perception and to their engagement and performance in online courses. In an online survey, 413 students from German universities provided full information on their online learning experiences and personal characteristics in terms of demographic information, Big Five personality traits, self-regulation skills, three facets of self-efficacy, and two types of state anxiety. Results of multiple regression analyses show that students' age was significantly positively related to all online learning perceptions and engagement in online courses. Our findings also confirm that self-regulation skills and academic and digital media self-efficacy are important factors in various online learning experiences. In contrast, students' personality traits and state anxiety were less important for most online learning experiences. Noteworthy, several bivariate associations between personal characteristics and online learning experiences are not reflected in the multiple regression model. This underscores the need to consider relevant variables simultaneously to evaluate their relative importance and to identify key personal characteristics. Overall, our results show valuable starting points for theory development and educational interventions.

Associations between media use, self-efficacy, and health literacy among Chinese rural and urban elderly: A moderated mediation model

Objectives

The influence of media use on health literacy among urban and rural elderly has been unknown in China. This study aims to examine the association between media use and health literacy and to explore the mediating role of self-efficacy and the moderating role of urban-rural residency.

Methods

Based on the cross-sectional study of the Psychology and Behavior Investigation of Chinese Residents (PBICR) in 2022, a total of 4,070 Chinese old people aged 60 years and above were included. We adopted the simplified New General Self-Efficacy Scale (NGSES) and the simplified Health Literacy Scale-Short Form (HLS-SF) to measure self-efficacy and health literacy. Media use was measured using a self-administrated questionnaire.

Results

Results showed that Chinese urban elderly had a higher frequency of media use than rural ones in the aspects of social activities, self-presentation, social action, leisure and entertainment, information acquisition, and business transactions through media (P &lt; 0.001). Among all participants, self-presentation (B = 0.217, 95% CI: 0.040, 0.394), leisure and entertainment (B = 0.345, 95% CI: 0.189, 0.502), and information acquisition (B = 0.918, 95% CI: 0.761, 1.076) were significantly associated with health literacy. Self-efficacy partially mediated the effect of media use on health literacy (Bindirect = 0.045, 95% CI: 0.032, 0.058), accounting for 18.37% of the total effect. Urban-rural residency (B = 0.049, 95% CI: 0.024, 0.075) moderated the relationship between media use and self-efficacy significantly.

Conclusion

The urban-rural gap in health literacy requires more attention. The promotion of media use and self-efficacy may play a role in eliminating health disparities.

Limitations

As a cross-sectional study, it could not establish cause-effect relationships.

Exploring users' content creation and information dissemination behavior in social media: The moderating effect of social presence

Users' personality traits reveal different social media behavior characteristics. In order to explore the intrinsic relationships between personality traits and social media behavior, this study analyzes the influence of users' personality traits on social media content creation and information dissemination behavior, as well as the moderating effect of social presence. We collect users' personality data via questionnaires, crawl social media behavior data of samples from social media sites, and then establish regression models to test the research hypotheses. The results show that extraversion has a positive impact on content creation and information dissemination behavior, conscientiousness has a negative impact on content creation behavior, openness and agreeableness have no significant impact on social media behavior, and social presence has significant moderating effects on the relationships between personality traits and social media behavior.

What Is the Draw of the Metaverse? Personality Correlates of Zepeto Use Motives and Their Associations With Psychological Well-Being

Despite the hype surrounding the metaverse, there is scant empirical research that examines who uses the service, for what specific purposes, and with what consequences. Based on a survey of current Zepeto users (N = 200), a popular metaverse application that enables people to create avatars and socialize while exploring the virtual spaces, we investigated (a) the key motives of Zepeto use, (b) how Big Five personality traits predict specific motives of Zepeto use, and (c) how specific motives of Zepeto use are associated with users' psychological well-being. Overall, users were largely driven by the desire to explore the virtual world and enjoy unique experiences, but such a tendency was stronger among those higher on openness and agreeableness. Extroverts were more likely to use Zepeto for functional purposes, while those higher on neuroticism turned to Zepeto to escape from reality. As for psychological consequences, while those using Zepeto for functional and escaping purposes reported higher levels of loneliness, those who used Zepeto for social and experiential goals were less lonely. The experiential and escape motives predicted perceived social support in the opposite directions. Moreover, by comparing Zepeto users' responses with those of non-users (N = 200), we found that (a) non-users overestimated users' motives of Zepeto use, especially social and escape motives, (b) Zepeto users were higher on extraversion and openness than non-users, and (c) users reported higher levels of loneliness than non-users with no significant difference in perceived social support. Implications of the findings and future directions are discussed.

Behavioral Intention of Repeated Watching and Personality Traits: Testing Mediation Model of Nostalgia Arousal and Social Connectedness

Introduction

Classic old movies and TV series (COMTS) can evoke individuals' memories from the past. "Personality traits-motivation-behavior" is a theoretical frame to understand that nostalgia can lead to repeated watching behavior.

Methods

We adopted an online survey to investigate the relationship between personality traits, nostalgia, social connectedness and the behavioral intention of repeated watching with those who re-watched movies or TV series (N = 645).

Results

Our results showed that open, agreeable and neurotic individuals were more likely to feel nostalgic and then have the behavioral intention of repeated watching. In addition, for agreeable and neurotic individuals, social connectedness plays a mediating role in the relationship between these personality traits and behavioral intention of repeated watching.

The Intersection of Personality Traits and Social Media Usage: Large-Scale Representative Samples of Internet Users in Sweden

This paper aims to explore the relationship between the Big Five model of personality traits and social media usage in a Swedish context. The paper consists of three representative studies of the Swedish population in the age range 16 to 85. In Study 1 (N = 6542), the Big Five personality factors were measured by HP5i. In Study 2 (N = 3322) and Study 3 (N = 3302), the Big Five personality factors were measured by BFI-10. Different personality inventories and time periods for data collection were the basis for the breakdown of the studies. In all three studies, social media usage was measured by a self-reported estimation of frequencies. For each study, correlation matrixes between the study variables were first presented, followed by hierarchical regression analyses to test if personality factors predicted internet users’ social media usage. Gender and age were control variables. Over and above the effects of gender and age, all three studies found that social media usage is positively associated with extraversion. The first two studies also found that social media usage is associated with a high degree of openness to experiences and a low degree of conscientiousness. The reliability of the findings is strengthened through different personality inventories, large-scale representative samples of the Swedish population, and replications over time. However, since personality and social media usage vary between different cultures and time periods, caution should be taken in generalizing the results.

The Impact of Social Network Site Use on Young Adult Development: Extending the Research Beyond Time Use and Considering the Role of Self-Disclosure Motivations

Young adults spend a good deal of time using social network sites (SNSs), and the consequences of this activity have come under considerable scrutiny in research. There is some evidence that SNSs offer a context for young adults to engage in self-disclosure, and that such behavior may contribute to their development. In the current study, self-disclosure motivations were explored as a moderator of the relationship between SNS time use and indicators of adjustment. It was hypothesized that the relationships between SNS time use and three indicators of young adult adjustment (belonging, self-concept clarity, and flourishing) would be moderated by self-disclosure motivations. Data were collected using a cross-sectional survey of 524 young adults aged 17-25 years (Mean age = 19.75; SD = 2.16) who used at least one social network site daily (Mean hours of daily use = 3.25; SD = 1.67). The relationships between SNS time use and both belonging and flourishing were moderated by self-disclosure motivations. Specifically, when participants were low or moderately motivated to self-disclose (for relationship maintenance or self-presentation purposes) SNS time use was negatively related to belonging and flourishing. Whereas when participants were highly motivated to self-disclose there was no significant relationship between SNS time use and belonging and SNS time use and flourishing. Additionally, there was no significant moderation of the relationship between SNS time use and self-concept clarity. Based on these findings, we recommend that in order for young adults to reap potential benefits of spending time online they should endeavor to use SNSs for purposes that promote positive self and relational development.

The influence of intrinsic and extrinsic motivational factors on e-WOM behaviour: The role of psychological impact during the time of COVID-19 crisis

This investigation unearths the trait antecedents of intrinsic and extrinsic motivational drivers and their consequences on attitude towards e-WOM of social mobile app users. Additionally, this study attempts to explore the moderating role of psychological impact on attitude towards e-WOM when COVID-19 is ravaging the world. Following the descriptive research method, the survey was carried out among convenience sample respondents of 627 social mobile app users. The outcome brought out that extraversion had a favourable influence on opinion leadership, customer engagement, and self-expression for sharing consumption related information during the pandemic. Likewise, materialism also had a strong effect on self-expression. Nonetheless, extraversion and materialism failed to affect self-presentation motives. And, self-presentation was observed influencing attitude towards e-WOM negatively. The outcome of the study demonstrates that individuals with high psychological impact have a strong motivation to involve in customer engagement to participate in e-WOM communication. Motivational drivers such as self-expression, opinion leadership, and customer engagement had a significant effect on attitude towards e-WOM for the whole sample analysis. This investigation contributes to existing literature of e-WOM behaviour and widens the scope of self-presentation theory, social exchange theory, theory of planned behaviour etc. Finally, this research also assists marketers and practitioners to take better decision-making on developing a social media advertising and campaign using the framework.

An Assessment of Personality Traits Based on Photos on Instagram

This study analyses the accuracy assessment of personality traits based on photos on the Instagram social network. The theoretical starting point is the Realistic Accuracy Model based on the correct detection and interpretation of information about individuals. The research sample consisted of a group of participants who provided their Instagram profiles for assessment (N = 4) aged M = 23.0, SD = 1.63 and a group of independent assessors (N = 342; 258 women). The accuracy of the assessment was based on the assessors' consensus and the degree of agreement between assessors and the accuracy criterion. The highest assessor consensus was for extraversion, and the most accurately assessed traits were neuroticism and agreeableness - with women being more accurate in their assessments.

How to know who you are through your short video selfies?-Capturing personality via short video selfies

The extant literature has accumulated enormous knowledge on personality prediction from digital records on social networking sites (e.g., photo selfies). However, little is known about how short video selfies reflect their owner's personality and how people judge others' personalities from short video selfies. Taking short video selfies is very popular today; many people are willing to share their short video selfies with others. Based on the lens model theory, it is expected that one's personality is associated with short video selfies. By analyzing 177 Chinese TikTok (Douyin in China) users' short video selfies and their Big Five personalities, it showed that specific cues in short video selfies related to agreeableness, conscientiousness, neuroticism, and openness. But only extraversion could be predicted by short video selfies accurately. This study is the first to reveal personality-related cues in short video selfies and has practical implications for both short video platforms and their users.

Moral Grandstanding as a Narcissistic Intrinsic Satisfaction

The aim of this study is to define the concept of moral grandstanding and discuss its antecedents, motivations behind it, and implications. Moral grandstanding is described as contributing to moral discourse to persuade others that one is morally respectable. Individuals who value their moral standing are more concerned about their own self than the topics that they claim to discuss. Therefore, it is likely that individuals who perform moral grandstanding may be high on the narcissistic personality trait. Although moral grandstanding can bring about reputation and fame to individuals, it can be associated with society contribution in some cases. While advertising their prosocial behavior, individuals’ true motivation may not be obvious. Thus, it is essential to understand their actual motivation for the behavior in question as well as their level of narcissism in order to understand whether the behavior is considered as an example of moral grandstanding. Pathological narcissism and the intrinsic-extrinsic motivation concept of self-determination theory were used to extend the current understanding of the moral grandstanding concept in the present study. Lastly, the real-life implications of moral grandstanding were discussed with reference to current issues like the pandemic.

Facebook use intensity and depressive symptoms: a moderated mediation model of problematic Facebook use, age, neuroticism, and extraversion

BACKGROUND

Research on the relationship between Facebook use intensity and depressive symptoms has resulted in mixed findings. In contrast, problematic Facebook use has been found to be a robust predictor of depressive symptoms. This suggests that when intense Facebook use results in a problematic usage pattern, it may indirectly predict depressive symptoms. However, this mediation pathway has never been examined. Moreover, it remains unclear whether the possible indirect relationship between Facebook use intensity and depressive symptoms through problematic Facebook use is moderated by demographic (age), and personality (neuroticism and extraversion) characteristics.

METHODS

To address these gaps, we conducted an online cross-sectional study (n = 210, 55% female, age range: 18-70 years old, M_age = 30.26, SD = 12.25). We measured Facebook use intensity (Facebook Intensity Scale), problematic Facebook use (Bergen Facebook Addiction Scale), depressive symptoms (Center for Epidemiologic Studies Depression Scale Revised), and neuroticism and extraversion (Ten Item Personality Inventory).

RESULTS

A mediation analysis revealed that problematic Facebook use fully mediates the relationship between Facebook use intensity and depressive symptoms. Moreover, a moderated mediation analysis demonstrated that this indirect relationship is especially strong among young users and users scoring high on neuroticism.

CONCLUSIONS

These findings expand our understanding of the mechanisms underlying the relationship between Facebook use intensity and depressive symptoms and describe user characteristics that act as vulnerability factors in this relationship.

A qualitative study on negative experiences of social media use and harm reduction strategies among youths in a multi-ethnic Asian society

PURPOSE

This study aimed to expand and inform the emerging body of research on the negative experiences of social media use among youths and how youths deal with them, in an Asian setting, using a qualitative approach.

METHODS

Data were collected using 11 focus group discussions (FGDs) and 25 semi-structured interviews (SIs) among youths aged 15 to 24 years residing in Singapore who were recruited via purposive sampling. Data were analysed using thematic analysis.

RESULTS

The salient negative effects mentioned by participants include the development of negative reactions and feelings from upward comparisons with others (e.g., others' achievements and lifestyle), receiving hurtful comments, exposure to controversial content (e.g., political events and social movements), as well as the perpetuation of negative feelings, behaviours, and sentiments (e.g., rumination, unhealthy eating behaviour, and self-harm). Participants also described strategies which they have employed or deemed to be useful in mitigating the negative effects of social media use. These include filtering content and users, taking breaks from social media, cognitive reframing, and self-affirmation, where they identify and change stress-inducing patterns of thinking by setting realistic social, physical, and lifestyle expectations for themselves, and focusing on self-development.

CONCLUSION

The current results highlight that while youths experience negative effects of social media use, they have high media literacy and have employed strategies that appear to mitigate the negative effects of social media use. The findings can inform various stakeholders involved in helping youths navigate the harms of social media use or provide directions for intervention studies aimed at reducing the harms of social media use.

Research trends in social media addiction and problematic social media use: A bibliometric analysis

Despite their increasing ubiquity in people's lives and incredible advantages in instantly interacting with others, social media's impact on subjective well-being is a source of concern worldwide and calls for up-to-date investigations of the role social media plays in mental health. Much research has discovered how habitual social media use may lead to addiction and negatively affect adolescents' school performance, social behavior, and interpersonal relationships. The present study was conducted to review the extant literature in the domain of social media and analyze global research productivity during 2013-2022. Bibliometric analysis was conducted on 501 articles that were extracted from the Scopus database using the keywords social media addiction and problematic social media use. The data were then uploaded to VOSviewer software to analyze citations, co-citations, and keyword co-occurrences. Volume, growth trajectory, geographic distribution of the literature, influential authors, intellectual structure of the literature, and the most prolific publishing sources were analyzed. The bibliometric analysis presented in this paper shows that the US, the UK, and Turkey accounted for 47% of the publications in this field. Most of the studies used quantitative methods in analyzing data and therefore aimed at testing relationships between variables. In addition, the findings in this study show that most analysis were cross-sectional. Studies were performed on undergraduate students between the ages of 19-25 on the use of two social media platforms: Facebook and Instagram. Limitations as well as research directions for future studies are also discussed.

Self-promotion and online shaming during COVID-19: A toxic combination

A public shaming frenzy has spread through social media (SM) following the instigation of lockdown policies as a way to counter the spread of COVID-19. On SM, individuals shun the idea of self-promotion and shame others who do not follow the COVID-19 guidelines. When it comes to the crime of not taking a pandemic seriously, perhaps the ultimate penalty is online shaming. The study proposes the black swan theory from the human-computer interaction lens and examines the toxic combination of online shaming and self-promotion in SM to discern whether pointing the finger of blame is a productive way of changing rule-breaking behaviour. A quantitative methodology is applied to survey data, acquired from 375 respondents. The findings reveal that the adverse effect of online shaming results in self-destructive behaviour. Change in behaviour of individuals shamed online is higher for females over males and is higher for adults over middle-aged and older-aged.

Cyberharassment Victimization on Three Continents: An Integrative Approach

This article introduces and applies an integrative model of cyberharassment victimization. The model combines routine activity theory (RAT), the general theory of crime (GTC), and the personal resources approach to analyze risk factors for victimization while acknowledging the protective role of a sense of mastery. Survey respondents were aged 15 to 25 years (N = 4816) from the U.S., Finland, Spain, and South Korea. Logistic regression models were used to analyze cyberharassment victimization. RAT-related factors were positively associated with cyberharassment victimization. Low self-control was positively associated with cyberharassment victimization in the U.S., Finland, and Spain but not in South Korea. The sense of mastery was negatively associated with cyberharassment victimization in the U.S., Finland, and South Korea but not in Spain. Protective factors against cyberharassment victimization should be utilized in future studies as adequate knowledge of protective factors could assist policymakers in generating preventative measures against cyberharassment. Our study demonstrates the benefits of integrating criminological theories and protective factors in studies using cross-national data to gain a better understanding of the dynamics of cyberharassment.

Focus on Self-Presentation on Social Media across Sociodemographic Variables, Lifestyles, and Personalities: A Cross-Sectional Study

Upward social comparison and aspects of self-presentation on social media such as feedback-seeking and strategic self-presentation may represent risk factors for experiencing negative mental health effects of social media use. The aim of this exploratory study was to assess how adolescents differ in upward social comparison and aspects of self-presentation on social media and whether these differences are linked to sociodemographic variables, lifestyle, or personality. The study was based on cross-sectional data from the "LifeOnSoMe" study performed in Bergen, Norway, including 2023 senior high school pupils (response rate 54%, mean age 17.4, 44% boys). Nine potentially relevant items were assessed using factor analysis, and latent class analysis was used to identify latent classes with distinct patterns of responses across seven retained items. The retained items converged into one factor, called "focus on self-presentation". We identified three groups of adolescents with a low, intermediate, and high focus on self-presentation. Associations between identified latent classes and covariates were assessed using regression analyses. Being a girl, higher extraversion, lower emotional stability, more frequent alcohol consumption, and having tried tobacco were associated with membership in the high-focus group. These results suggest some characteristics that are associated with a higher focus on self-presentation and that could inform targeted interventions.

Shared and unique interoceptive deficits in high alexithymia and neuroticism

Interoception is the perception of internal bodily signals. It is considered fundamental to developing emotional awareness. For this reason, interoceptive deficits are often associated with alexithymia, a condition characterized by difficulty identifying feelings (DIF), difficulty describing feelings (DDF), and an externally-oriented style of thinking (EOT). Yet, the atypical interoception found in alexithymia might be of a similar type and/or more serious than those found in other partially overlapping constructs that entail emotional difficulties and behavioural patterns associated with specific emotional styles. Our study explores this issue by examining the relationship between the interoceptive deficits associated with alexithymia and the Big Five personality traits. A non-clinical sample (N = 504) completed the Toronto Alexithymia Scale, the Big Five Inventory and the Multidimensional Assessment of Interoceptive Awareness. Data were analysed using a network analytic approach that conceives psychological traits as networks of interacting symptoms. The estimated network highlighted that EOT is the alexithymia component least associated with interoception and most associated with lower Openness to Experience. Conversely, DIF and Neuroticism are, respectively, the dimensions of alexithymia and the Big Five most highly associated with interoception. We also compared interoceptive abilities in the four groups of participants whose scores were a) high for both alexithymia and neuroticism, b) high only for alexithymia c), high only for neuroticism, and d) low for both. High alexithymia was especially associated with the tendency to ignore sensations of pain or discomfort, while neuroticism was more indicative of the tendency to worry about these sensations. These results suggest that while high alexithymia and neuroticism share some interoceptive deficits, others are unique to alexithymia and contribute to overall lower interoceptive ability in this condition. Our findings suggest that interventions to enhance awareness of bodily sensations can be beneficial especially for profiles who present high neuroticism and alexithymia.

The use of social media as a two-way mirror for narcissistic adolescents from Austria, Belgium, South-Korea, and Spain

The use of social networking sites (SNS or social media) often comes with strong self-centered behaviors to promote self-appearance. The relationship between narcissism and social media use has intensively occupied scholars in the last decade, yet not much research has focused on, first, how the intensity of social media use (SNS use) is associated with narcissism through a self-centered appearance focused use of these SNS; and second, whether these associations are moderated or not by cultural differences of the country of origin in such a critical age of personality formation and (global) culturalization as the transition from pre-adolescence to adolescence. We performed a correlation and mediation analysis on a cross-sectional survey among Austrian, Belgian, Spanish, and South Korean adolescents (n = 1,983; Mage 14.41, 50.3% boys) examining the adolescents' daily usage of social media, their self-centered appearance focused behavior, and the reported narcissism. Findings show that a self-centered appearance focused use of SNS (SCA) moderates the association between SNS use and narcissism, especially for males from the three European countries. We have also particularly found that the years of use, number of friends and time spent in FB are associated with narcissism. Since SCA is defined in the study as narcissistic behavior in SNS, we argue that social media are part of the socialization process as both reinforcers and catalyzers of narcissism.

The role of personality traits and engagement factors towards the use of paid stickers in personal communication messages

Background: The research investigated the personality traits and engagement factors that influence the use of paid stickers in personal communication. The study was driven by the increasing significance of stickers such as emoticons and emojis in online dialogues. The study was hinged on the Theory of the big five personality traits; neuroticism, extraversion, openness to experience, agreeableness and conscientiousness. The study tested seven hypotheses to ascertain the effect of personality traits and engagement factors towards the utilization of paid stickers in personal communication.

Methods: The research applied the quantitative survey research design, where primary data was collected from respondents that had experience in using emojis and emoticons in their communications. The data was collected from respondents in Bangkok, Thailand using a structured questionnaire between May 14, 2022, and May 31, 2022.   

Results: The results from 391 respondents indicated that conscientiousness, extraversion, openness, and neuroticism influence perceived enjoyment, while perceived enjoyment and perceived ease of use have a significant and positive influence on the intention to use paid stickers. Two elements of engagement, interactive engagement, and personal engagement were used to assess the influence of engagement parameters on the behavioral intention to use paid stickers. The intention to employ paid stickers in personal messages was found to be strongly and favorably influenced by these two engagement characteristics.

Conclusions: The study recommends that the creators of stickers, emoticons, and emojis should consider user personality features, sticker engagement, sticker simplicity of use, and the personal delight of users in the creative and communication process. The study concludes that perceived enjoyment and perceived ease of use have a large and favorable impact on the use of paid stickers. The study's main limitation was that it focused on one area of social media. This must be taken into account when applying the findings.

The role of personality traits in participation in an Online Cancer Community

Purpose

The purpose of this study was to investigate how personality traits influence participative behaviour in an Online Cancer Community (OCC).

Design/methodology/approach

Qualitative semi-structured interviews were conducted with 42 users of one of the largest OCCs in Australia – Cancer Council Online Community in New South Wales (NSW).

Findings

The results showed that extraversion, emotional stability and agreeableness traits influence posting behaviour, whereas the conscientiousness trait influences lurking behaviour. The openness trait did not affect either posters or lurkers’ online behaviour.

Research limitations/implications

The research highlights the pivotal role of personality traits in users’ decisions to post or lurk using a multi-theory perspective that combined the social exchange theory and the Five-Factor Model. Future studies should explore personality traits that can benefit from online participation in an OCC to transition only lurkers who may benefit from posting.

Practical implications

Insights from the study inform OCC practitioners and moderators when designing the OCC platform. Except for the openness trait, lurkers and posters exhibited different attitudes, which indicates that integrating these findings in the OCC design can facilitate adopting strategies to elicit more participation by OCC users.

Originality/value

This is the first study that explored the role of personality traits in users’ decisions to participate in an OCC.

How Does the Parent–Adolescent Relationship Affect Adolescent Internet Addiction? Parents’ Distinctive Influences

Although previous research has demonstrated that parent–adolescent relationships have a significant effect on adolescent Internet Addiction (IA), the mechanisms underlying these associations and parental differences in these effects have received insufficient attention. We investigated the mediating role of Perceived Social Support and Dual System of Self-Control (DSSC) in the relationship between Father-Adolescent Relationships/Mother-Adolescent Relationships (FAR/MAR) and adolescent IA, as well as the differences in the effects of FAR and MAR. A cross-sectional survey of 732 Chinese adolescents was conducted using the Adolescent Pathological Internet Use Scale, Parent–Adolescent Relationship Scale, Multidimensional Scale of Perceived Social Support, and Dual System of Self-Control Scale. Multiple linear regression analysis, Pearson correlation analysis and structural equation modeling were used. The results of structural modeling analysis showed that neither FAR nor MAR directly predicted adolescent IA. In contrast, FAR/MAR had an impact on adolescent IA mainly through the mediating effects of Perceived Social Support and Impulsive System. Furthermore, in the relationship between FAR/MAR and adolescent IA, the Impulsive System and Perceived Social Support both served as chain mediators, as did Perceived Social Support and the Reflective System. And more importantly, unlike FAR, MAR affects adolescent IA through the mediating effect of the Reflective System. Multiple linear regression showed that the regression coefficient of MAR on adolescent IA had stronger significance compared to FAR, MAR is deserving of more attention than FAR. These findings contribute to our understanding of the mechanisms underlying the association between FAR/MAR and adolescent IA and suggest that family relationship-focused training approaches are critical for suppressing adolescent IA. These interventions should be tailored to the unique circumstances of each family.

Abertura à experiência e preferência em obras de arte figurativas e não figurativas

A arte não representacional é outra maneira de aludir à arte abstrata, sendo um estilo no qual os objetos não se parecem com aqueles que se apresentam na natureza física concreta. No último século, foram realizadas investigações experimentais sobre estética e personalidade objetivando revelar fatores contribuintes para as diferenças quanto às preferências artísticas. Este estudo explorou as associações entre abertura à experiência e preferência por arte visual. Os participantes completaram a Escala Fatorial de Abertura e classificaram a preferência por quatro imagens diferentes correspondentes à arte representativa e não representativa. A análise estatística dos dados revelou uma correlação positiva entre o fator Fantasia e a apreciação pelas pinturas abstratas (r =.20). Não foi verificada uma correlação estatisticamente significativa entre essa dimensão e a apreciação de pinturas figurativas. Embora esses achados sejam exploratórios, outras medidas mais completas relacionadas às diferenças individuais e preferências artísticas poderão ser utilizadas em novos estudos no Brasil.

The application of emotions, sharing motivations, and psychological distance in examining the intention to share COVID-19-related fake news

Purpose

Coronavirus disease 2019-related fake news consistently appears on social media. This study uses appraisal theory to analyze the impact of such rumors on individuals' emotions, motivations, and intentions to share fake news. Furthermore, the concept of psychological distance and construal level theory are used in combination with appraisal theory to compare toilet paper shortages and celebrity scandal rumors.

Design/methodology/approach

Data collected from 299 Taiwanese respondents to 150 toilet paper shortage-related and 149 celebrity gossip-related questionnaires were processed using partial least squares regression and multigroup analysis.

Findings

In both cases, surprise is felt most intensely. However, unlike in the celebrity fake news scenario, worry plays a prominent role in driving the altruistic sharing motivation related to the toilet paper shortage rumor. Furthermore, while emotional attributes (basic or self-conscious, concrete, or abstract) serve as a guide for how emotions change with psychological distance, the degree to which an emotion is relevant to the fake news context is key to its manifestation.

Originality/value

This study examines the impact of individuals' emotions on their motivations and intention to share fake news, applying the appraisal theory and the psychological distance concept in a single study to fake news sharing intention. It evaluates the relationship between psychological distance and emotions, revealing that it is not absolute and need not necessarily shift according to psychological distance change; rather, the relationship is context-sensitive.

Executive Function and Social Media Addiction in Female College Students: The Mediating Role of Affective State and Stress

Social media addiction is the emerging occurrence in which individuals develop psychological dependencies on microblog, wechat, Tik Tok and so on. Existing research has demonstrated the possible relationship between mobile social media addiction and disordered eating attitudes/behavior. In this study, we investigated the relationship between executive function, especially food-inhibitory control, affective state/stress, and mobile social media addiction among female college students as all play predictive roles in food addiction. A structural equation model was used to examine the mediation model hypothesis, and the results confirmed the mediating role of affective state and stress between executive function, especially inhibitory control over high-calorie food, and mobile social media addiction among Chinese female college students. The results verify the correlation between social media addiction and disordered eating attitudes/behavior from the perspective of psychological mechanisms. These proposals emphasize the significance of improving inhibitory control over high-calorie food and the importance of providing psychological counseling to intervene in negative emotions and stress management in female college students.

Spread of Negative Affect via Social Media: The Affective Consequences of Viewing Others’ Fortunate and Unfortunate Social Media Posts

Research suggests that viewing successful or fortunate others’ social media portrayals may promote a more negative hedonic experience via social comparison tendencies, but this notion has rarely been tested experimentally. Here, we tested the possibility that viewing fortunate and unfortunate social media portrayals (vs. neutral portrayals) may also promote a negative hedonic experience. In Experiment 1, participants indicated their positive and negative affect before and after viewing either fortunate, unfortunate, or mundane (neutral) social media portrayals. Inconsistent with conventional theorizing, only participants who viewed the unfortunate portrayal reported more negative affect balance than participants who viewed the neutral portrayal. Experiment 2 provided conceptually similar results, indicating that participants viewing an unfortunate (vs. fortunate) portrayal indicated more negative affect balance. Although somewhat inconsistent with conventional wisdom, the findings suggest negative hedonic experiences can spread on social media.