Social media uses amongst adolescents: motives, minority stress and eudaimonic well-being / Uso de redes sociales en adolescentes: motivación, estrés de minorías y bienestar eudaimónico

Introduction: The scientific evidence regarding the effects of online social media use on the well-being of adolescents is mixed. In gen-eral, passive uses (receiving, viewing content without interacting) and more screen time are related to lower well-being when compared with active uses (direct interactions and interpersonal exchanges). Objectives:This study ex-amines the types and motives for social media usage amongst adolescents, differentiating them by gender identity and sexual orientation, as well as its effects on eudaimonic well-being and minority stress. Method: A cross-sectional study was conducted with 1259 adolescents, aged 14 to 19 (M= 16.19; SD= 1.08), analysing the Scale of Motives for Using Social Net-working Sites, eudaimonic well-being, the Sexual Minority Adolescent Stress Inventory, screen time and profile type. Results:The results found that longer use time is related to finding partners, social connection and friendships; that gay and bisexual (GB) adolescents perceive more distal stressors online;and that females have higher levels of well-being. Discus-sion: The public profiles of GB males increase self-expression, although minority stress can be related to discrimination, rejection or exclusion. Dif-ferentiated socialization may contribute to a higher level of well-being in females, with both active and passive uses positively effecting eudaimonic well-being in adolescents.(AU)

Introduction: The scientific evidence regarding the effects of online social media use on the well-being of adolescents is mixed. In general, passive uses (receiving, viewing content without interacting) and more screen time are related to lower well-being when compared with active uses (direct interactions and interpersonal exchanges). Objectives: This study examines the types and motives for social media usage amongst adolescents, differentiating them by gender identity and sexual orientation, as well as its effects on eudaimonic well-being and minority stress. Method: A cross-sectional study was conducted with 1259 adolescents, aged 14 to 19 (M = 16.19; SD = 1.08), analysing the Scale of Motives for Using Social Networking Sites, eudaimonic well-being, the Sexual Minority Adolescent Stress Inventory, screen time and profile type. Results: The results found that longer use time is related to finding partners, social connection and friendships; that gay and bisexual (GB) adolescents perceive more distal stressors online; and that females have higher levels of well-being. Discussion: The public profiles of GB males increase self-expression, although minority stress can be related to discrimination, rejection or exclusion. Differentiated socialization may contribute to a higher level of well-being in females, with both active and passive uses positively effecting eudaimonic well-being in adolescents.(AU)

Narcissism, perfectionism, and self-promoting behavior on social networking sites among university students in Pakistan / Narcisismo, perfeccionismo y comportamiento de autopromoción en sitios de redes sociales entre estudiantes universitarios en Pakistán

Existe un debate considerable en la literatura sobre cómo el narcisismo predice diversos comportamientos asociados con la utilidad de los sitios de redes sociales, pero los investigadores han prestado menos atención a explorar los mediadores potenciales de esta relación. Con base en la literatura existente, anticipamos que el narcisismo predice comportamientos de autopromoción en los sitios de redes sociales. El estudio actual también investigó el papel mediador del perfeccionismo multidimensional entre el narcisismo y el comportamiento de autopromoción. Se recopiló un total de 605 cuestionarios completos de estudiantes de universidades de Rawalpindi e Islamabad, Pakistán, mediante un muestreo conveniente. El estudio utilizó el Inventario de Personalidad Narcisista (Ames et al., 2006), un cuestionario de desarrollo propio sobre comportamiento de autopromoción en sitios de redes sociales y la Escala de Perfeccionismo Multidimensional (Hewitt et al., 1991). Los hallazgos indicaron que las mujeres en comparación con los hombres y las solteras en comparación con las casadas obtuvieron puntuaciones más altas en narcisismo. Los niveles educativos más altos se asociaron con tasas más altas de narcisismo. Los resultados también sugieren que el narcisismo se correlaciona con el perfeccionismo orientado a uno mismo y, más significativamente, con el narcisismo orientado a los demás. El perfeccionismo orientado a uno mismo y a los demás medió significativamente la relación entre el narcisismo y el comportamiento de autopromoción en los sitios de redes sociales.(AU)

There is considerable debate in the literature about how narcis-sism predicts various behaviors associated with the utility of social net-working sites, but researchers have paid less attention to exploring the po-tential mediators of this relationship.Based on the existing literature, we anticipated that narcissism predicts self-promoting behaviors on social networking sites. The current study also investigated the mediating role of multidimensional perfectionismbetween narcissism and self-promoting behavior. A total of 605 complete questionnaires weregathered fromstu-dents from universities from Rawalpindi and Islamabad, Pakistan using convenient sampling. The study used Narcissistic Personality Inventory (Ames et al., 2006), self-developed Self-promoting Behavior on social net-working sites questionnaire, and the Multidimensional Perfectionism Scale (Hewitt et al., 1991). Findings indicated that females as compared to males and single as comparedto married individuals scored higher on narcissism. Higher educational levels were associated with higher rates of narcissism. The results also suggestthat narcissism correlated with self-oriented per-fectionism, and more significantlywith others-oriented narcissism. Self-oriented and others-oriented perfectionism significantly mediated the rela-tionship between narcissism and self-promoting behavior on social net-working sites.(AU)

Attentional bias to social media stimuli is moderated by fear of missing out among problematic social media users.

Background and aims: Previous evidence has indicated that problematic social media use (PSMU) is characterized by an attentional bias to social media icons (such as Facebook icons), but not to social webpages (such as Facebook webpages). They suggest that there may be other factors influencing attentional bias like fear of missing out (FoMO). But it remains unclear how FoMO moderates attentional bias in PSMU. This study aims to investigate whether PSMU show attentional bias for stimuli associated with social media, and how FoMO moderates on attentional bias among PSMU through experimental methods. Methods: Based on the Interaction of Person-Affect-Cognition-Execution (I-PACE) model, this study explored mechanisms of attentional bias to social media icons (such as WeChat) related to PSMU and further examined the role of FoMO in this relationship. Specifically, attentional bias patterns to social media icons of 62 participants (31 PSMU and 31 control group) were explored during a dot-probe paradigm combined with eye-tracking in Experiment 1, and attentional bias patterns to social media icons of another 61 individuals with PSMU with different FoMO levels was explored during a dot-probe paradigm combined with eye-tracking in Experiment 2. Results: Results revealed that individuals with PSMU had an attentional bias toward social media icons, demonstrated by attentional maintenance, and such bias such bias was moderated by FoMO negatively, demonstrated by attentional vigilance and maintenance in PSMU/high FoMO. Conclusion: These results suggest that attentional bias is a common mechanism associated with PSMU, and FoMO is a key factor on the development of PSMU.

Assessing Patient Satisfaction Following Facelifts with Social Media Reviews.

BACKGROUND: Facelifts are one of the most common facial aesthetic surgery procedures. Patient satisfaction determines success of most aesthetic surgery but has been historically difficult to assess. OBJECTIVE: This study evaluated reviews by facelift patients on the aesthetic surgery social media website RealSelf.com to determine positive and negative factors underlying patient satisfaction following facelifts. METHODS: Facelift reviews were gathered from RealSelf.com with an automated web crawler. Reviews were categorized as positive or negative and by the primary and secondary reasons for the positive or negative review. Patient "worth it" and star ratings, physician specialty, and cost of procedure were also collected. RESULTS: A total of 2153 facelift reviews were collected. Overall, 1986 (92.24%) were positive and 167 (7.76%) were negative. The most common overall reasons for a positive review were aesthetic results (n=1571, 79.10%) and bedside manner (n=1488, 74.92%). The most common overall reasons for a negative review were outcome (n=137, 82.04%) and bedside manner (n=82, 49.10%). Most facelifts were performed by plastic surgeons (n=1796, 83.42%). The greatest 5-star rating percentages were seen for oral and maxillofacial surgeons (n=29, 93.55%), otolaryngologists (n=96, 92.31%), and plastic surgeons (n=1642, 91.43%). Of patients who provided a "worth it" rating, 1216 (91.91%) stated that their facelift was "worth it." CONCLUSION: Overall patient sentiment toward facelifts was positive. The factors most commonly affecting a positive patient experience were bedside manner and aesthetic results. Negative patient reviews were primarily attributed to dissatisfaction with aesthetic outcomes. Social media serves as a valuable tool for evaluating patient satisfaction with aesthetic surgery. LEVEL OF EVIDENCE IV: This journal requires that authors assign a level of evidence to each article. For a full description of these Evidence-Based Medicine ratings, please refer to the Table of Contents or the online Instructions to Authors www.springer.com/00266 .

Differentiating the associations of passive and active social media use with e-cigarette use among U.S. youth.

PURPOSE: The impacts of passive (i.e., browsing) versus active (i.e., engagement) use of social media on e-cigarette use among youth have been understudied in existing literature. This study examines how passive and active use of social media are differentially associated with e-cigarette use among youth and how risk perceptions mediate these associations. METHODS: Pooled data from the 2021 and 2022 National Youth Tobacco Survey (N=48,704, aged 11-19) were used. Weighted structural equation models were employed to estimate the associations between passive and active social media use and youth e-cigarette use. RESULTS: Both passive and active social media use were associated with higher odds and more days of e-cigarette use among youth. E-cigarette risk perceptions mediated the associations between active use and both the likelihood of ever using e-cigarettes and the number of days of use. Risk perceptions mediated the association between active, but not passive, use and the number of days of e-cigarette use. Compared to passive use, active use was overall associated with higher odds and more days of youth e-cigarette use. DISCUSSION: The findings suggest that public health efforts should distinguish between passive and active social media use when designing and executing interventions. Attention and efforts should also be directed towards understanding the distinct indirect effects of passive and active social media use through risk perceptions. These findings advance our theoretical understanding of the role of different types of social media use and offer significant practical insights for interventions.

Better than average Bopo: Identifying which body positive social media content is most helpful for body image among women.

Body positive social media content, and especially content that does not contain photos of bodies, has been shown to be helpful for body image compared to idealized social media content. However, body positive content is heterogenous and little is known regarding which types of content may be most helpful. This study examined self-reported body image and mood effects of different types of body positive content among women. A sample of 176 women, mean (SD) age = 21.77 (2.35) was recruited. Participants viewed body positive stimuli that were grouped into 14 different categories to represent the heterogenous nature of this social media content, including a text only category. Each image was rated in terms of its perceived effect on body image and mood. Findings suggested that the text-only category was rated most highly in terms of generating positive feelings towards the body and positive affect. Moreover, the comparative benefit of the text-only category was larger among women with higher BMI, and participants reporting closer proximity to the images, although not consistently across outcomes. Further work focused on understanding the effects of different types of body positive content is warranted.

Turkish Adaptation of Social Media Questionnaire for Nursing Training.

Background and Purpose: The use of social media in education has many effects such as rapid dissemination of information, crowdsourced information sharing, learning, and social interaction. In the study, it was aimed to determine the validity and reliability of the Social Media Questionnaire for Nursing Training (SMQNT), which can be used to determine the effect of social media in nursing education. Methods: The data of this methodological study were obtained from 262 nursing students. Confirmatory factor analysis (CFA) was used to determine the scale's factor structure, while Cronbach's alpha (α) coefficient, test-retest method, and split-half reliability method were used for reliability. Results: In line with the results of the CFA, it was determined that the scale had 13 items and a three-factor structure as "attitudes," "use," and "contrast information." Similar to the original scale, a three-factor establishment was approved. SMQNT Cronbach's α coefficient was found to be 0.87, while Cronbach's α coefficient was found to be 0.658 for the "F1" factor, 0.760 for the "F2" factor, and 0.688 for the "F3" factor. Conclusions: As a result of this study, the Turkish form of SMQNT was a valid and reliable measurement instrument.

Using Online Memes to Communicate About Health: A Systematic Review.

OBJECTIVE: We conducted a systematic review of the literature on online health memes to (a) detect and describe the available research, (b) identify key findings, and (c) delineate future research needs/opportunities. DATA SOURCE: Databases, communication and public health journals, and ancestry search. STUDY INCLUSION AND EXCLUSION CRITERIA: Empirical studies, in English, published in peer-reviewed academic journals, and focused on memes to discuss health-related topics. DATA EXTRACTION: We scrutinized 357 empirical articles and included 35. DATA SYNTHESIS: Descriptive summary of the locations where studies were conducted, the health topics addressed, theories and methods used, features of memes analyzed, study outcomes, and researchers' challenges. RESULTS: Most studies were conducted in the USA (n = 14); focused on COVID-19 (n = 15); were a-theoretical (n = 19); and quantitative (n = 19). Most explored the themes and use of the memes available online (n = 19); compared meme variations (n = 12) by health issue, content, or participants' group; examined meme' effects on health outcomes (n = 1); or evaluated memes as part of a health campaign (n = 3). We summarized the studies' limitations and key findings. CONCLUSIONS: Memes are a promising message strategy for health promotion and education, but more research is necessary. Considering the information retrieved, we provide five specific recommendations for future research directions when studying health memes, including suggestions on the multiple health issues to address and promising theories to adopt and expand.

Mpox Discourse on Twitter by Sexual Minority Men and Gender-Diverse Individuals: Infodemiological Study Using BERTopic.

BACKGROUND: The mpox outbreak resulted in 32,063 cases and 58 deaths in the United States and 95,912 cases worldwide from May 2022 to March 2024 according to the US Centers for Disease Control and Prevention (CDC). Like other disease outbreaks (eg, HIV) with perceived community associations, mpox can create the risk of stigma, exacerbate homophobia, and potentially hinder health care access and social equity. However, the existing literature on mpox has limited representation of the perspective of sexual minority men and gender-diverse (SMMGD) individuals. OBJECTIVE: To fill this gap, this study aimed to synthesize themes of discussions among SMMGD individuals and listen to SMMGD voices for identifying problems in current public health communication surrounding mpox to improve inclusivity, equity, and justice. METHODS: We analyzed mpox-related posts (N=8688) posted between October 2020 and September 2022 by 2326 users who self-identified on Twitter/X as SMMGD and were geolocated in the United States. We applied BERTopic (a topic-modeling technique) on the tweets, validated the machine-generated topics through human labeling and annotations, and conducted content analysis of the tweets in each topic. Geographic analysis was performed on the size of the most prominent topic across US states in relation to the University of California, Los Angeles (UCLA) lesbian, gay, and bisexual (LGB) social climate index. RESULTS: BERTopic identified 11 topics, which annotators labeled as mpox health activism (n=2590, 29.81%), mpox vaccination (n=2242, 25.81%), and adverse events (n=85, 0.98%); sarcasm, jokes, and emotional expressions (n=1220, 14.04%); COVID-19 and mpox (n=636, 7.32%); government or public health response (n=532, 6.12%); mpox symptoms (n=238, 2.74%); case reports (n=192, 2.21%); puns on the naming of the virus (ie, mpox; n=75, 0.86%); media publicity (n=59, 0.68%); and mpox in children (n=58, 0.67%). Spearman rank correlation indicated significant negative correlation (ρ=-0.322, P=.03) between the topic size of health activism and the UCLA LGB social climate index at the US state level. CONCLUSIONS: Discussions among SMMGD individuals on mpox encompass both utilitarian (eg, vaccine access, case reports, and mpox symptoms) and emotionally charged (ie, promoting awareness, advocating against homophobia, misinformation/disinformation, and health stigma) themes. Mpox health activism is more prevalent in US states with lower LGB social acceptance, suggesting a resilient communicative pattern among SMMGD individuals in the face of public health oppression. Our method for social listening could facilitate future public health efforts, providing a cost-effective way to capture the perspective of impacted populations. This study illuminates SMMGD engagement with the mpox discourse, underscoring the need for more inclusive public health programming. Findings also highlight the social impact of mpox: health stigma. Our findings could inform interventions to optimize the delivery of informational and tangible health resources leveraging computational mixed-method analyses (eg, BERTopic) and big data.

Assessing the Quality and Reliability of Videos Related to Fibromyalgia on TikTok: A Comprehensive Analysis.

Introduction Fibromyalgia, characterized by chronic musculoskeletal pain and associated symptoms, poses significant challenges in diagnosis and management. While social media platforms like TikTok have emerged as popular sources of health information, their variable content quality necessitates critical evaluation. This study aimed to assess the quality and reliability of TikTok videos related to fibromyalgia, thereby enhancing the understanding of their impact on patient education and self-management. Methods A cross-sectional observational study was conducted in June 2024, which analyzed 150 TikTok videos using search terms like "Fibromyalgia", "Fibromyalgia Symptoms", and "Fibromyalgia Treatment". Videos were evaluated for inclusion based on relevance and language (English), by employing the Global Quality Scale (GQS) and Quality Criteria for Consumer Health Information (DISCERN) score for assessment. Statistical analysis was performed by using IBM SPSS Statistics v21.0 (IBM Corp., Armonk, NY). The Kruskall-Wallis test was employed, and a p-value less than 0.05 was deemed statistically significant. Results Of the 150 videos initially reviewed, 96 (64%) met the inclusion criteria. Content categories included disease description (34, 35.42%), symptoms (81, 84.38%), management (64, 66.67%), and personal experiences (63, 65.63%). The videos were uploaded by doctors (8, 8.33%), patients (63, 65.63%), healthcare workers ( 7, 7.29%), and others (18, 18.75%). Mean GQS scores varied significantly by uploader type: doctors (4.63 ± 0.52), healthcare workers (3.43 ± 0.79), patients (2.37 ± 0.81), and others (2.11 ± 0.47) (p<0.001). DISCERN scores followed a similar trend: doctors (3.88 ± 0.64), healthcare workers (2.14 ± 1.46), patients (1.08 ± 0.27), and others (1.61 ± 0.50) (p<0.001). Conclusions TikTok serves as a pivotal platform for fibromyalgia-related discourse, predominantly shaped by patient-generated content. However, even though it provides insights into symptoms and management strategies, gaps exist in comprehensive medical guidance and preventive measures. The study underscores the critical role of healthcare professionals in enhancing content reliability and educational value on social media. Future research should explore cultural and linguistic diversity to broaden the accessibility and relevance of health information on platforms like TikTok.

From Likes to Lifestyle: Predicting the Impact of Following Fitness Influencers on the Adoption of Healthy Habits in Saudi Arabia.

BACKGROUND:  The increasing popularity of fitness influencers on social media has the potential to significantly impact public health by promoting healthy behaviors. Understanding how these influencers affect the adoption of healthy habits among Saudi residents can provide insights into effective public health strategies. OBJECTIVE:  This study aims to quantitatively assess the influence of following fitness influencers on social media on adopting healthy behaviors among Saudi residents, focusing on socio-demographic factors, characteristics of influencers, and participants' perceptions. METHODS:  A descriptive, cross-sectional study with an analytical component was carried out from March 25, 2023, to August 15, 2023. The study included Saudi residents aged 18 and older who actively follow fitness influencers. Data was gathered through an online questionnaire and analyzed using descriptive statistics, Pearson's chi-square test, and logistic regression analyses to identify factors associated with positive health outcomes. RESULTS:  The study included 561 participants, revealing that marital status and residential region significantly influenced the adoption of healthy habits, with married participants and those from the Southern and Central regions more likely to report positive outcomes. Notably, engagement in physical activity more than three times a week and adherence to a healthy diet were strongly associated with positive health outcomes (p<0.05). Analysis of influencer characteristics showed that following fewer than 10 influencers and being unaware of their follower count were predictors of positive results with p<0.05. Specifically, 76.6% of participants experienced positive results after following health advice from social media, highlighting the impactful yet complex role of influencers in shaping health behaviors. Logistic regression analyses underscored the significance of socio-demographic factors, influencer characteristics, and participant perceptions in predicting the likelihood of experiencing positive health outcomes. CONCLUSION:  Following fitness influencers on social media can positively impact the adoption of healthy habits, moderated by socio-demographic factors and influencer characteristics.

A Social Media Content Analysis of Dental Health Information Involving the Use of Miswak (Salvadora persica) Chewing Stick on YouTube™.

Background The widespread availability of Internet access and the rising popularity of social media platforms have facilitated the dissemination of health-related information, including dental health practices. However, assessing the quality and effectiveness of such information remains a challenge, particularly concerning traditional practices such as Miswak (Salvadora persica) usage. This study aims to assess the description, use, and effectiveness of the Miswak (Salvadora persica) chewing stick posted as video clips on YouTube™ and provide considerations for future interventions. Methodology YouTube videos were searched using the terms "Miswak," "Siwak," "Salvadora persica," and "Chewing stick." Each video's descriptive features, i.e., title, links, country of origin, upload date, running time, views, comments, likes, and dislikes, were recorded. Content quality was assessed using the DISCERN tool, which rates the reliability, dependability, and trustworthiness of online sources across 16 items. Scores were aggregated for analysis. The statistical analysis examined video features and associations between the speaker, video type, source, and quality, with significance set at a p-value <0.05 using SPSS Statistics Version 20 (IBM Corp., Armonk, NY, USA). Results A total of 45 videos were included in the study, with the majority (62%) created by the "other professionals" category. Almost three-quarters (73.3%) of the videos were educational. The quality of the video clips was correlated with the speaker source and category of "other," revealing that high-quality information was considered such when the source was other than a dentist. Further, we found that a video's source did not elicit differences in the opinion of the video's quality. Conclusions This social media analysis provides considerations and implications for future research on the potential use of YouTube as a platform for Miswak educational interventions.

SOCIAL MEDIA USE, KNOWLEDGE, AND ATTITUDES TOWARDS PEOPLE LIVING WITH HIV/AIDS AMONG HIGH SCHOOL STUDENTS IN AN INDONESIAN TOURISM REGION.

Background: Social media has become an integral part of adolescent life in Indonesia, particularly in tourism regions. It serves as a platform for disseminating information, including about HIV/AIDS. However, it also has the potential to spread misinformation and harmful content, which can increase stigma and discrimination against people living with HIV/AIDS (PLWHA). Aim: The aim of this study was to determine the relationships between social media use, knowledge, and attitudes towards PLWHA among high school students in an Indonesian tourism region. Methods: This research utilized a school-based cross-sectional study design in several high schools located in Bukittinggi City, a renowned tourist destination in West Sumatra Province, Indonesia. The study sample comprised high school students aged 15-18 years, with a total of 118 respondents selected. The sample was chosen using a multistage stratified clustered sampling method. The variables measured in this study included social media usage, HIV/AIDS knowledge, and attitudes towards PLWHA. To test the research hypotheses, data analysis was conducted using structural equation modeling techniques. P<0.05 is considered significant. Results: There were relationships between social media use and knowledge of HIV/AIDS (ß=0.614, t-value=9.327, p-value=<0.001), knowledge of HIV/AIDS and attitudes towards PLWHA (ß=0.601, t-value=8.344, p-value=0.014) and social media use and attitudes towards PLWHA (ß=0.218, t-value=2.469, p-value=<0.001). Conclusion: This study confirmed significant relationships were found between social media use, knowledge, and attitudes towards PLWHA. The results highlight the necessity for comprehensive interventions and ongoing support to promote the well-being of students amid the dynamic changes in global tourism.

The enduring echoes of juvenile bullying: the role of self-esteem and loneliness in the relationship between bullying and social media addiction across generations X, Y, Z.

Objective: Being bullied is a profoundly distressing experience for children and adolescents, with the potential for adverse mental and behavioral outcomes throughout their adult years. This study aims to explore the association between juvenile bullying, self-esteem, loneliness, and social media addiction among men across three generational cohorts: X, Y, and Z. Method: The study utilized an online survey, administering structured questionnaires to 797 men aged 18-58 divided into three generational cohorts: 142 individuals from Gen X (born between 1965 and 1980), 275 from Gen Y (born between 1981 and 1996), and 380 from Gen Z (born between 1997 and 2005). Results: The findings demonstrate that across all three generations, there was a positive correlation between experiencing bullying in one's youth and social media addiction in adulthood. Among Gen X, self-esteem did not act as a mediator in this relationship, nor did loneliness moderate the links between bullying and social media addiction, or between self-esteem and social media addiction. However, for Gen Y and Z, self-esteem was found to mediate the relationship between bullying and social media addiction. Loneliness moderated the association between self-esteem and social media addiction in Gen Y and the association between bullying and social media addiction in Gen Z. Conclusion: The differences observed among generational cohorts can be attributed to changes in masculinity norms, the evolution of bullying types, and the rapid development of social media platforms, catering to the distinct needs and gratifications of each generation.

The impact of social media information exposure on appearance anxiety in young acne patients: a moderated chain mediation model.

Introduction: The boom of social media has provided a wider space for ordinary people to display themselves, but visual presentation has also intensified the focus on appearance, which in turn triggers anxiety about appearance. The study aims to investigate the impact of social media information exposure on appearance anxiety in young acne patients and the pathways and mechanisms that cause this effect. Methods: A moderated chain mediation model was constructed, and a questionnaire was used to collect information on social media information exposure, internalization of beauty ideals, fear of negative evaluation, self-esteem, and appearance anxiety in young acne patients (N = 382), and the relationships between the variables were explored through regression analysis. Results: The results show that there was a significant path of effect (t > 2.5, p < 0.05) between social media information exposure, internalization of beauty ideals, fear of negative evaluation, and appearance anxiety. Self-esteem significantly moderated the relationship between social media information exposure and internalization of beauty ideals (t < -2, p < 0.05). Discussion: In conclusion, in young acne patients, internalization of beauty ideals and fear of negative evaluation chain mediated the association between social media information exposure and appearance anxiety, and young acne patients' internalization of beauty ideals was inversely correlated with their level of self-esteem.

"Left on read" examining social media users' lurking behavior: an integration of anxiety and social media fatigue.

Introduction: With the widespread use of social media, the behavior and mindset of users have been transformed, leading to a gradual increase in lurking users, which can impede the sustainable development of social media platforms. In this study, we aim to investigate the impact of intrinsic and extrinsic motivational factors on social media users' anxiety, social media fatigue, and lurking behavior. Methodology: For the confirmation of these phenomena and to validate the theories, a structural equation model was constructed based on the SSO (Stressor-Strain-Outcome) theoretical framework. The model was then tested and validated with data from 836 valid online surveys. These data were analyzed using SPSS 27.0 and AMOS 24.0 software. Results: The results indicate that intrinsic motivations (such as social comparison and privacy concerns) and extrinsic motivations (including information overload, functional overload, and social overload) are positively associated with users' lurking behavior through the mediating effects of social media fatigue and anxiety. Additionally, for the mediator variables, social media fatigue was found to be positively associated with anxiety. Discussion: These findings underscore the importance of social media platforms considering both intrinsic and extrinsic motivational factors to mitigate user anxiety and social media fatigue. By addressing these factors, platforms can foster user satisfaction and increase engagement, ultimately contributing to the sustainable development of social media platforms.

How do perceptions of information usefulness and green trust influence intentions toward eco-friendly purchases in a social media context?

Drawing upon the stimulus-organism-response framework and incorporating green trust and perceptions of information usefulness, we formulated a model to explore how marketing on social media impacts consumers' intentions towards eco-friendly purchases, using eastern Chinese cities as a case study. The findings indicate that: (1) marketing on social media significantly boosts intentions for eco-friendly purchases, and green trust positively affects the perceptions of information usefulness. (2) Green trust and perceptions of information usefulness jointly act as mediators between social media marketing and eco-friendly purchase intentions, with green trust exhibiting a stronger effect (0.306 > 0.122). The multi-group analysis findings indicate significant disparities in several potential pathways as a result of moderating factors such as educational attainment, etc. The benefits are especially apparent in women, people with middle to high incomes, people with intermediate to high levels of education, and people who engage with social media for over three hours per day. Through the effect analysis between marketing on social media, green trust, and perceptions of information usefulness on consumers' intentions towards eco-friendly purchases, this study offers insights to social media platforms, businesses, and policymakers, enabling them to enhance strategies for fostering eco-friendly consumer behavior through social media channels.

Scrolling for fun or to cope? Associations between social media motives and social media disorder symptoms in adolescents and young adults.

Introduction: Although not yet recognized as an official disorder, Social Media Disorder (SMD) has recently received considerable interest in the research. However, relatively little is known about underlying motives for social media use and to what extent motives show differential associations with SMD symptom severity and SMD diagnosis. The overall aim of the present study was therefore to examine motives for social media use in relation to (1) which motives are most common, (2) associations between motives and both SMD symptom severity and SMD diagnosis, and (3) the effects of sex and age. Methods: Data were collected through a digital survey (n = 1820) and included both high school students (n = 924) and university students (n = 896). Six different motives were assessed, and SMD was measured in relation to both Heavy Involvement and Negative Consequences of social media use. Results: The results showed that the most common social media use motives were Entertainment, Social Maintenance, and Information and Skills. However, it was the three least common motives - Social Compensation, Self-status, and Escape - that were most strongly associated with SMD symptom severity and SMD diagnosis. These three motives explained as much as 42% of the variance in negative consequences of social media use. Only a few small effects of sex or age were found. Discussion: Some social media use motives are much more strongly associated with SMD than others are. This could indicate that prevention and intervention programs should target these motives specifically, rather than focusing on social media use in general.

The Social Comparison Rumination Scale: Development, Psychometric Properties, and Associations With Perfectionism, Narcissism, Burnout, and Distress.

In the current article, we describe the development and validation of the Social Comparison Rumination Scale. This measured was developed as a supplement to existing social comparison measures and to enable us to determine its potential relevance to perfectionism and other personality constructs. The Social Comparison Rumination Scale (SCRS) is a six-item inventory assessing the extent to which an individual is cognitively preoccupied and thinking repetitively about social comparison outcomes and information. Three studies with five samples of university students are described. Psychometric analyses established the SCRS consists of one factor assessed with high internal consistency and the measure is reliable and valid. Analyses showed that elevated levels of social comparison rumination are associated with trait perfectionism, perfectionistic automatic thoughts, perfectionistic self-presentation, ruminative brooding, burnout, depression, and fear of negative evaluation. Links were also established between social comparison rumination and both narcissism and dispositional envy. Overall, our findings support the further use of the SCRS and highlight the tendency of many people to think in deleterious ways about social comparisons long after the actual comparisons have taken place. We discuss social comparison rumination within the context of concerns about excessive social media use and young people being exposed to seemingly perfect lives that became a vexing cognitive preoccupation.

Shopping marketplace analysis based on customer insights using social media analytics.

Using the recent advances in data analytics, Companies can leverage sentiment analysis to identify trends and areas for improvement of their market strategy and operation planning. This analysis allows them to understand the sentiments expressed by customers and accurately predict customer behavior. Social media platforms have fundamentally altered the field of digital marketing. The findings of this research try to provide:•Potential implications for businesses aiming to optimize their product offerings and enhance customer satisfaction within specific cultural contexts.•A case study has been designed for understanding customers' perceptions and satisfaction levels toward various shops, including local ethnic stores and big chain stores.The paper has conducted a literature review around main pillars like application of data analytics on social media, and sales strategies for establishing a marketplace using data analytics. Exploring the utilization of social media and customer feedback, the paper has proposed a conceptual model for creating insights for extraction of shopping experiences and factors used for customer purchasing decision making.