The patterns of problematic social media use (SMU) and their relationship with online flow, life satisfaction, depression, anxiety and stress symptoms in Lithuania and in Germany

Problematic social media use and self-rated health among Swedish adolescents: is the association moderated by family support?

BACKGROUND

Recent studies have documented a range of adverse health outcomes associated with excessive social media use among adolescents. Fewer studies have examined potential protective factors in this context. Our study aims to bridge this gap by exploring the relationship between Problematic Social Media Use (PSMU) and poor Self-Reported Health (SRH) among Swedish adolescents, while also examining the potential buffering role of family support.

METHODS

The data was sourced from the 2017/18 cross-sectional Swedish Health Behaviour in School-aged Children (HBSC) study, encompassing 3,135 students aged 11, 13, and 15 years. PSMU was measured using the Social Media Disorder Scale and categorized into three levels: low risk of PSMU, moderate risk of PSMU and having PSMU. Poor SRH was defined as a binary variable, with 'Less than good health' as the outcome category. Family support was measured using three items that quantified the level of emotional support received, categorized into an index of low, moderate, and high family support. Logistic regression analyses were performed to examine the association between PSMU and poor SRH, adjusting for age, gender, and family affluence. The potential moderating effect of family support was analyzed by including variables to test for both multiplicative and additive interaction between PSMU and family support on the risk of poor SRH.

RESULTS

After adjustment for covariates, the results revealed a graded association between PSMU and poor SRH, with adolescents classified as having PSMU showing the highest odds of poor SRH, followed by those at moderate risk for PSMU. No statistically significant interaction was found on the multiplicative scale. The additive interaction analysis indicated potential trends of a buffering effect of high family support on the risk of poor SRH among adolescents with PSMU, although this was not statistically confirmed [due to small numbers in some of the cells].

CONCLUSIONS

Our study revealed a significant, graded relationship between PSMU and poor SRH, highlighting the need to limit excessive social media use among adolescents to prevent health issues. The finding, that high family support may serve as a potential protective factor against poor SRH in adolescents with PSMU underscores the role of family engagement in safeguarding adolescent well-being.

Short Made Them Powerful: Exploring Motivations and Problematic Uses of TikTok

The penetration of short-form content in daily life is undeniable. TikTok is one of the most popular and fastest-growing short-form video applications globally. This study examined the underlying motives for using TikTok and explored differences in psychological symptoms related to TikTok usage patterns (i.e., active vs. passive). A survey of 500 TikTok users identified six prominent reasons for engaging in TikTok. These are "information-seeking," "time-killing," "self-expression," "trend-seeking," "escapism," and "inspiration-seeking." In addition, the active use of TikTok was positively associated with dependency and addictive symptoms. The results contribute to the understanding of TikTok and other short-form videos by uncovering motives and demonstrating the distinguished outcomes of usage types.

Social Media Use, Emotional Investment, Self-Control Failure, and Addiction in Relation to Mental and Sleep Health in Hispanic University Emerging Adults

The number of social media users has increased dramatically in recent years. Common correlates of social media use may be poor mental and sleep health which are pressing issues among emerging adults and Hispanic groups. This study investigated the relationships between five different forms of social media use and mental and sleep health in Hispanic university emerging adults. Hispanic university emerging adults (n = 358) completed a survey assessing sociodemographics, overall social media use frequency, nighttime in-bed social media use, social media addiction, social media self-control failure, emotional investment in social media, depression, anxiety, stress, and sleep quality. Findings demonstrated that social media addiction and social media self-control failure were positively associated with stress and poor sleep quality. Emotional investment in social media was positively associated with depression. Findings may suggest that Hispanic university emerging adults may use social media emotionally and problematically to cope with negative affect and poor sleep quality, or that negative affect and poor sleep quality stem from using social media emotionally and problematically. The clinical implications of these results are discussed. Prospective studies are warranted to assess temporality.

Fear of missing out and problematic social media use: A serial mediation model of social comparison and self-esteem

Background and aim

Fear of Missing Out (FoMO) is consistently associated with problematic social media use (PSMU). Moreover, previous studies have shown a significant association between FoMO, self-esteem, and social comparison. However, there is a lack of studies that have investigated the relationship between, FoMO, social comparison, self-esteem, and PSMU in an integrated model. The present study hypothesized that FoMO may influence PSMU through the serial mediating role of social comparison and self-esteem.

Method

A cross-sectional survey study was conducted comprising 256 Italian university students (74.4% female), aged 18 to 38 years (M = 23.05 years; SD = 3.58). The participants completed an online survey assessing the variables of the study.

Results

Controlling for age and gender, the results showed positive associations between FoMO, social comparison, and PSMU, and a negative association between FoMO and self-esteem. Self-esteem was also negatively associated with PSMU. It was also found that social comparison and self-esteem sequentially mediated the association between FoMO and PSMU.

Conclusions

The present study contributes to understanding the mechanisms that underline the complex effects of FoMO on PSMU.

Social-networks use as adaptive or maladaptive strategy for coping with stress

Social networks are frequently used to distract, procrastinate, or cope with stress. We aimed to investigate how (problematic) social-networks use affect stress perception in interaction with different stress recovery conditions. A total of 104 participants were randomly assigned to one of four groups. Three groups underwent a stress induction with subsequent stress recovery via (1) using Facebook, (2) reading magazines, or (3) waiting. Another group (4) waited without stress induction. Stress perception was repeatedly assessed with the State-Trait-Anxiety-Inventory. Facebook use and reading magazines decreased acute stress indicating adaptive coping strategies. Stress-recovery conditions and symptom severity showed significant interactions. Facebook use was not effective for individuals with high symptom severity in contrast to non-digital strategies or for individuals with low symptom severity. The usage of social networks may be an adaptive strategy for coping with stress for some people, it is maladaptive for individuals having a problematic usage.

Exploring the Impact of Social Media on Anxiety Among University Students in the United Kingdom: Qualitative Study

BACKGROUND

The rapid surge in social media platforms has significant implications for users' mental health, particularly anxiety. In the case of social media, the impact on mental well-being has been highlighted by multiple stakeholders as a cause for concern. However, there has been limited research into how the association between social media and anxiety arises, specifically among university students-the generation that has seen the introduction and evolution of social media, and currently lives through the medium. Extant systematic literature reviews within this area of research have not yet focused on university students or anxiety, rather predominantly investigating adolescents or generalized mental health symptoms and disorders. Furthermore, there is little to no qualitative data exploring the association between social media and anxiety among university students.

OBJECTIVE

The purpose of this study is to conduct a systematic literature review of the existing literature and a qualitative study that aims to develop foundational knowledge around the association of social media and anxiety among university students and enhance extant knowledge and theory.

METHODS

A total of 29 semistructured interviews were conducted, comprising 19 male students (65.5%) and 10 female students (34.5%) with a mean age of 21.5 years. All students were undergraduates from 6 universities across the United Kingdom, with most students studying in London (89.7%). Participants were enrolled through a homogenous purposive sampling technique via social media channels, word of mouth, and university faculties. Recruitment was suspended at the point of data saturation. Participants were eligible for the study if they were university students in the United Kingdom and users of social media.

RESULTS

Thematic analysis resulted in 8 second-order themes: 3 mediating factors that decrease anxiety levels and 5 factors that increase anxiety levels. Social media decreased anxiety through positive experiences, social connectivity, and escapism. Social media increased anxiety through stress, comparison, fear of missing out, negative experiences, and procrastination.

CONCLUSIONS

This qualitative study sheds critical light on how university students perceive how social media affects their anxiety levels. Students revealed that social media did impact their anxiety levels and considered it an important factor in their mental health. Thus, it is essential to educate stakeholders, including students, university counselors, and health care professionals, about the potential impact of social media on students' anxiety levels. Since anxiety is a multifactorial condition, pinpointing the main stressors in a person's life, such as social media use, may help manage these patients more effectively. The current research highlights that there are also many benefits to social media, and uncovering these may help in producing more holistic management plans for anxiety, reflective of the students' social media usage.

Instagram and TikTok Flow States and Their Association with Psychological Well-Being

Despite their growing popularity, little research has focused on the association between Instagram and TikTok use and psychological well-being. Informed by Uses and Gratifications Theory, the present study investigates the flow states experienced when using each social media platform and whether these flow states differentially impact user well-being. A flow state is achieved when people are so engrossed in an activity that little else seems to matter to them and they will often continue the activity despite its negative consequences. Based upon a survey of adult Instagram (n = 195, M_age = 38) and TikTok users (n = 225, M_age = 37), the present study identified four unique clusters of users for both platforms based upon the levels of five flow dimensions: focused attention, curiosity, enjoyment, telepresence, and time distortion. Results found that TikTok users reported higher levels of overall flow than Instagram users. TikTok users also reported higher levels of the flow dimensions "enjoyment" and "time distortion." The flow dimension of "telepresence" (immersion in a world created by the social media application) for both TikTok and Instagram users was associated with higher levels of depression and anxiety. These social media may provide an escape from everyday worries for users, although a suboptimal coping strategy. Whether Instagram and TikTok use are but "improved means to an unimproved end" is an important question that requires additional research.

Implicit Cognitions, Use Expectancies and Gratification in Social-Networks-Use Disorder and Tobacco Use Disorder

Abstract: Aims: The problematic use of social networks is discussed as a further specific type of Internet-use disorders. Our project aims to clarify whether social-networks-use disorder (SNUD) is marked by characteristics of addictive behaviors by tracking behavior and investigating the relevance of 1) implicit cognitions, 2) the experiences of gratification and compensation and 3) use expectancies in SNUD compared to tobacco-use disorder. Methodology: Four groups will be examined: individuals with 1) SNUD without tobacco use, 2) risky use patterns with regard to social networks without tobacco use, 3) tobacco use disorder and 4) healthy controls. All participants first complete a laboratory examination including the Implicit Association Test (IAT) and the Approach-Avoidance task (AAT). We will use smartphone-based data tracking for 14 days following laboratory testing to record smoking and social-networks-use patterns. During this period, we further measure use expectancies and the experience of gratification and compensation by means of a smartphone-based experience sampling method (ESM). Conclusions: This is the first study to examine relevant characteristics of addictive behaviors in individuals with SNUD compared to individuals with tobacco use, using a combination of experimental psychological methods and smartphone-based measurements. We expect that this investigative approach will contribute to a deeper understanding of the processes involved in SNUD.

A techno-psychological approach to understanding problematic use of short-form video applications: The role of flow

Short-form video applications (SVAs) have been gaining increasing popularity among users, which has raised the concern of problematic SVA use. Flow—a positive experience in which individuals feel immersion, enjoyment, temporal dissociation, and curiosity—contributes to the development of problematic SVA use. Most of the prior research examined the motivations of flow and the self-traits that trigger flow, but paid limited attention to the technological affordances of smartphone applications that facilitate users' flow. Algorithm recommendation, multimodality, and low-cost interaction are three affordances of SVAs. Thus, drawing upon the stimulus-organism-response (S-O-R) framework, this study proposes a mediation model to examine how these affordances influence problematic SVA use through flow. An online survey (N = 621) showed that algorithm recommendation was negatively associated with problematic SVA use but was not significantly correlated to flow. Multimodality was directly and positively associated with problematic SVA use. Meanwhile, the relationship between these two variables were mediated by flow. Low-cost interaction had an indirect link with problematic SVA use via flow, while the direct link between them was not significant. The results suggest that low-cost interaction is the affordance that is most likely to trigger flow and problematic SVA use, followed by multimodality. However, algorithm recommendation seems to be an affordance that is less likely to facilitate flow or cause problematic SVA use. Our proposed model not only enriches the S-O-R framework in the digital environment, but also denotes a techno-psychological approach to examine problematic use of SVAs and other digital applications. Moreover, the findings offer practical implications for optimizing SVAs' technological affordances to properly manage problematic SVA use.

Problematic Social Media Use in Adolescents and Young Adults: Systematic Review and Meta-analysis

BACKGROUND

Technology is ever evolving, with more and more diverse activities becoming possible on screen-based devices. However, participating in a heavy screen-based lifestyle may come at a cost. Our hypothesis was that problematic social media use increased the prevalence of mental health outcomes.

OBJECTIVE

This study seeks to systematically examine problematic social media use in youth and its association with symptoms of depression, anxiety, and stress.

METHODS

A systematic search was conducted to identify studies in adolescents and young adults, using the databases Engineering Village, Psycinfo, Pubmed, and Web of Science. A total of 18 studies were identified, with a total of 9269 participants in our review and included in the meta-analysis.

RESULTS

Our metaregression shows moderate but statistically significant correlations between problematic social media use and depression (r=0.273, P<.001), anxiety (r=0.348, P<.001), and stress (r=0.313, P<.001). We did not find evidence of heterogeneity of these summary correlations by age, gender, or year of publication.

CONCLUSIONS

This study provides further evidence of the association between problematic social media use and negative mental health among adolescents and young adults and supports future research to focus on the underlying mechanisms of problematic use of social media.

TRIAL REGISTRATION

PROSPERO CRD42021222309; https://tinyurl.com/2p9y4bjx.

Problematic Social Media Use in Adolescents and Young Adults: Systematic Review and Meta-analysis

BACKGROUND

Technology is ever evolving, with more and more diverse activities becoming possible on screen-based devices. However, participating in a heavy screen-based lifestyle may come at a cost. Our hypothesis was that problematic social media use increased the prevalence of mental health outcomes.

OBJECTIVE

This study seeks to systematically examine problematic social media use in youth and its association with symptoms of depression, anxiety, and stress.

METHODS

A systematic search was conducted to identify studies in adolescents and young adults, using the databases Engineering Village, Psycinfo, Pubmed, and Web of Science. A total of 18 studies were identified, with a total of 9269 participants in our review and included in the meta-analysis.

RESULTS

Our metaregression shows moderate but statistically significant correlations between problematic social media use and depression (r=0.273, P<.001), anxiety (r=0.348, P<.001), and stress (r=0.313, P<.001). We did not find evidence of heterogeneity of these summary correlations by age, gender, or year of publication.

CONCLUSIONS

This study provides further evidence of the association between problematic social media use and negative mental health among adolescents and young adults and supports future research to focus on the underlying mechanisms of problematic use of social media.

TRIAL REGISTRATION

PROSPERO CRD42021222309; https://tinyurl.com/2p9y4bjx.

Effects of Stressors of COVID-19 on Chinese College Students' Problematic Social Media Use: A Mediated Moderation Model

PURPOSE

Isolation policies are long-term and strictly enforced in China during the COVID-19 outbreak. Social media might be widely used for communication, work, understanding the development of the epidemic, etc. However, these behaviors might lead to problematic social media use. The present study investigated the effect of stressors of COVID-19 on problematic social media use, as well as the internal mechanisms involved.

METHODS

One thousand three hundred seventy-three Chinese college students (M _age = 19.53, SD _age = 1.09) were recruited randomly from four grades who completed Coronavirus Stress Scale, Fear of Missing Out Scale, Problematic Mobile Social Media Usage Assessment Questionnaire, and Regulatory Emotional Self-Efficacy Scale.

RESULTS

Stressors of COVID-19 were positively related to problematic social media use. The link between stressors of COVID-19 and problematic social media use was mediated by fear of missing out. Additionally, the association between fear of missing out and problematic social media use, as well as the association between stressors of COVID-19 and problematic social media use were moderated by regulatory emotional self-efficacy.

CONCLUSION

The current findings reveal the mechanism that may be used to reduce the likelihood of problematic social media use in the context of the COVID-19 outbreak. To prevent and intervene in problematic social media use during the COVID-19 pandemic, this study stressed the importance of decreasing the fear of missing out and enhancing regulatory emotional self-efficacy.