A content analysis of thinspiration images and text posts on Tumblr

Fitspiration and Thinspiration on Twitter: A Content Analysis

OBJECTIVE

Fitspiration, an inspiration phenomenon intended to promote healthy living via exercises and dietary changes has been shown to convey unhealthy messages, contributing to body dissatisfaction. The aim of the present study was to compare thinspiration and fitspiration social media content on Twitter.

METHODS

A total of 301 thinspiration posts and 479 fitspiration posts with the most views from Twitter were collected over a 4-week period for a content analysis. Text, image, and video content were coded by two independent coders.

RESULTS

Thinspiration posts had more content on thin ideals and disordered eating while fitspiration posts had more content on muscular ideals and healthy living. Content focussing on weight or fat loss, unrealistic body ideals, and body sexualisation or objectification, were present in both thinspiration and fitspiration posts.

CONCLUSIONS

These findings support existing literature that both fitspiration and thinspiration content contains unhealthy messages. The current study made novel contributions to the literature by examining food-related and video content, in addition to body-related and text and image content.

A longitudinal study on the relationships between social media ideals exposure and thin-ideal internalization, social appearance anxiety, and cosmetic surgery consideration

The relationship between social media use, particularly exposure to idealized female images, and body image has been extensively examined through cross-sectional and experimental studies. However, further investigation is needed to explore the bidirectional relationship between them using longitudinal methods. This study examined the reciprocal relationships between social media ideals exposure and three different body image components - thin-ideal internalization, social appearance anxiety, and cosmetic surgery consideration, using a longitudinal design. A total sample of 406 Chinese female undergraduates (aged 17-24 years, Mage = 19.44, SD = 1.17) completed the baseline measurements, of whom 308 (aged 17-23 years, Mage = 19.29, SD = 1.05) completed the 6-month follow-up measurements. An integrated cross-lagged model showed that baseline social media ideals exposure (SMIE) was positively associated with 6-month follow-up cosmetic surgery consideration, baseline thin-ideal internalization was positively associated with 6-month follow-up SMIE, and baseline social appearance anxiety was negatively associated with 6-month follow-up SMIE; the reverses of the above associations were not significant. The study provided new insights into the reciprocal relationships between social media ideals exposure and different body image components.

Are diverse models really non-idealized? Investigating body positivity public feed posts of fashion and beauty brands on instagram

Research increasingly explores body positive (BoPo) messaging and diverse model representation in advertising. Fashion and beauty brands are incorporating diverse models in traditional media to address criticisms of promoting narrow appearance ideals, yet their social media communications remain understudied. This content analytical study (n = 460 models, 16 brands) analyzes BoPo messages and diverse model representation in fashion and beauty brands' Instagram posts. Variations according to the brands' reputation, posts' framing, and posts' popularity were considered. Results showed that although diverse models appeared to be prominently featured in the brands' Instagram posts (71.50%; n = 329), the majority of these posts displayed only one aspect of diversity. Racial diversity was the most represented diversity trait (76.29%, n = 251), while body (32.80%, n = 151), facial (12.10%, n = 38), and generational diversity (22.50%, n = 73) were limited. The sexualization frame (88.70%, n = 408) prevailed over the empowerment frame (32.40%, n = 149). Positive changes were noted with the empowerment frame significantly relating to the representation of diverse models. Yet, this study also highlighted that such positive messages still co-occur with negative messages as an empowerment frame co-occurred with a highly prevalent sexualization frame.

Does so-called "healthy" content on instagram display balanced recipes? A pilot study in relation to the risk of unhealthy eating patterns in social network users

OBJECTIVE

social networks (SN) including Instagram have increased in popularity. However, SN-mediated content may influence eating behaviors in a negative way. This study analyzed whether Instagram content claimed as "healthy" complies with nutritional guidelines.

METHODS

recipes posted in French on Instagram with the caption #healthy or similar ones were analyzed, once from February to May 2023 and again in April 2024. Health authorities' guidelines and food pyramid inclusion criteria were used for the quantitative and qualitative analysis, respectively. Recipes were then classified as balanced, partially unbalanced or unbalanced, with the two subgroups "restrictive" and "excessive", and according to the main protein source.

RESULTS

we coded a total of 114 courses (2 datasets of 57 courses each). Among these, 3 were classified as balanced main courses, 45 as partially unbalanced main courses and 66 as unbalanced main courses (21 were deemed as restrictive, 21 as excessive and 24 were otherwise inadequate), with a majority of hypocaloric courses. Approximately half of the recipes were vegetarian or vegan.

DISCUSSION

these results suggest that food recipes published on Instagram as #healthy may, at times, be far from nutritional guidelines and could rather promote unbalanced eating patterns. This suggest that food-related content on SN might be insufficiently moderated and that recipes referenced as #healthy should perhaps be accompanied by warnings and preventive measures. This observation, in addition to other detrimental behaviors displayed on SN (e.g. extreme physical activity or body image pressure) may contribute to the increased incidence of eating disorders (ED) associated with problematic SN use. Alerts on this risk and accessible tools for the prevention and early detection of ED risk in SN users are urgently needed.

The effect of mobile social media on the mental health status of Chinese international students: an empirical study on the chain mediation effect

PURPOSE

To explore the impact of mobile social media on the psychological well-being of Chinese international students and analyze the mechanisms of influence to enhance their overall psychological health and social interactions in a foreign environment.

METHODS

Convenience sampling was employed, using questionnaires on Mobile Social Media, Psychological Resilience, Body Image, Health Goal Setting, Physical Activity Level, and Mental Health Status as measurement tools. Data were gathered from 378 Chinese international students across 33 universities in South Korea, including Kangwon National University, Myongji University, Kunsan National University, Seoul National University, and Chonbuk National University. Confirmatory factor analysis, correlation analysis, common method bias testing, and chain mediation effect analysis were conducted using SPSS and AMOS 23.0.

RESULTS

Mobile social media has significant indirect effects on the mental health of international students through various factors: psychological resilience and physical activity level (effect 'adg' = 0.080, 95% CI [0.029, 0.144]), body image and physical activity level (effect 'beg' = 0.122, 95% CI [0.044, 0.247]), and health goal setting and physical activity level (effect 'cfg' = 0.255, 95% CI [0.123, 0.428]).

CONCLUSION

The study shows that mobile social media benefits the mental health of Chinese international students by enhancing psychological resilience, physical activity, body image perception, and health goal setting. Collaboration between educational institutions and social media platforms is recommended to promote physical activity among international students. This collaboration can involve sharing encouraging messages, joining health communities, setting goals, and providing accessible exercise resources. Utilizing mobile apps or social media for tracking progress and goal-setting can also improve self-management skills.

Body-Positive Instagram Exposure and Young Women's Body Image: The Mediating Role of Appearance Comparison and Broadly Conceptualizing Beauty

Evidence is mixed as to whether viewing body-positive content on social media can cultivate positive body image in women. Body-positive exposure has been linked to positive (e.g. body satisfaction) and negative (e.g. self-objectification) outcomes. To increase our understanding of the mechanisms underlying the relationship between body-positive social media exposure and positive body image, this study tested two mediators: upward appearance comparisons and broad conceptualization of beauty. Combining insights from social comparison theory, objectification theory, and the acceptance model of body appreciation, we examined whether broadly conceptualizing beauty and engaging in fewer upward appearance comparisons can connect body-positive exposure on Instagram to decreased body surveillance and increased body appreciation. A sample of 345 young women (Mage = 21.65, SD = 1.70) participated in an online survey. Parallel mediation analyses showed that higher relative exposure to body-positive content on Instagram was indirectly related to decreased body surveillance and increased body appreciation, via lower engagement in upward appearance comparisons and a broader conceptualizing beauty. Taken together, body-positive posts on Instagram can positively contribute to women's body image, if they stimulate protective filtering of idealized content, decrease the relevance of idealized models as comparison targets, and increase perceptions of unconditional body appreciation by others.

TikTok Promotes Diet Culture and Negative Body Image Rhetoric: A Content Analysis

OBJECTIVE

This study aimed to explore the presence of body image and diet culture rhetoric in videos under the hashtag #HealthyLifestyle on TikTok.

METHODS

The top 250 videos under #HealthyLifestyle were categorized using a codebook of wellness topics. We conducted descriptive statistics and interrater reliability analysis.

RESULTS

#HealthyLifestyle videos had high rates of all coded categories, including negative and positive messages about body image and diet culture. Nearly all content with positive connotations was counteracted by coexisting negative messaging.

CONCLUSIONS AND IMPLICATIONS

Our findings suggest that content under #HealthyLifestyle contains messaging conflicting with the definition of a healthy lifestyle. Considering the young audience consuming this content, improved nutrition education and health literacy in schools is essential.

The body positivity movement is not all that positive on TikTok: A content analysis of body positive TikTok videos

This analysis examined the content of 342 body positive videos on TikTok. Videos were gathered by searching #body positivity and coded for diversity, positive body image messages, negative appearance-focused messages, other relevant themes, and contradictory messaging. Results demonstrate that body positivity videos on TikTok often portrayed young, White women with unrealistic beauty ideals. Approximately 93% of the videos embodied Western culturally based beauty ideals somewhat or to a great extent, while 32% of the videos portrayed larger bodies. Only 32.2% of the videos contained explicit positive body image messaging, and negative appearance-focused themes or objectifying content was rare. Contradictory messaging was not present. Overall, body positive videos on TikTok rarely displayed features aligned with positive body image and promoted unrealistic beauty ideals but also rarely included explicit negative appearance-focused messaging. Future research examining effects of exposure to body positivity messaging on TikTok, in comparison to other social media platforms, is warranted.

Visions of recovery: a cross-diagnostic examination of eating disorder pro-recovery communities on TikTok

Individuals seeking support or inspiration for eating disorder recovery may turn to pro-recovery content on social media sites such as TikTok. While research has thus far treated pro-recovery social media as a fairly homogeneous space, many pro-recovery hashtags single out particular eating disorder diagnoses. This exploratory study used codebook thematic analysis of 241 popular pro-recovery videos on TikTok to compare the presentation of eating disorders and eating disorder recovery across five different diagnosis-specific hashtags: #anarecovery, #arfidrecovery, #bedrecovery, #miarecovery, and #orthorexiarecovery. These hashtags refer to the following eating disorder diagnoses respectively: anorexia nervosa, avoidant restrictive food intake disorder, binge eating disorder, bulimia nervosa, and orthorexia nervosa. Our analysis generated the following qualitative themes across the entire dataset: (1) centrality of food to eating disorders and recovery, (2) what eating disorders look and feel like, (3) recovery as a process, (4) getting and giving help, and (5) negotiating diet culture in recovery. To supplement our qualitative findings and facilitate cross-diagnostic comparisons, we also conducted one-way ANOVAs and chi-square tests to probe for statistically significant differences in audience engagement and code prevalence across the different hashtags. Our results indicate that there are clear differences in how recovery is envisioned on TikTok based on which diagnostic hashtags are employed. Such variations in how different eating disorders are imagined on popular social media demand further investigation and clinical consideration.

"Intermission!" A short-term social media fast reduces self-objectification among pre-teen and teen dancers

Social media use is pervasive among youth and is associated with body image disturbance and self-objectification. The present study investigated whether a 3-day social media fast in a sample for whom social media is especially salient, female adolescent dancers, can mitigate such negative effects. Through an online survey, 65 pre-teen and teen girls, aged 10-19, completed measures of self-objectification (body surveillance and body shame), self-esteem and self-compassion both prior to and following three days of abstaining from all social media. During the fast, girls reflected on their experiences in group messages on the messaging app, WhatsApp. Overall, the fast had positive effects on participants, for whom body surveillance and body shame was significantly reduced after the fast. Self-compassion significantly mediated the change in both body surveillance and body shame, and self-esteem was a significant mediator of improvements in body shame. The content of girls' group messages revealed a number of themes, such as more positive mental states during the fast. Future research should continue to examine the potential of brief social media fasts as a means to alleviate appearance pressures adolescent girls face on these platforms in daily life.

Effects of short-video use on undergraduates’ weight- loss intention: a regulatory mediation model

This research intends to explore the effects of short video use on college students’ weight loss intentions, and its intrinsic mechanism of action, based on the responses of 1268 students from three universities in southwest China to questionnaires with the instruments of a sports participation scale, body image scale, self-esteem scale and weight loss intention scale. The findings are listed as follows: 1) Short video use can significantly and positively predict weight loss intention; 2) Body image mediates the relationship between short video usage and weight loss intentions; 3) Self-esteem plays a regulatory effect as the direct path between short video use and weight loss intention as well as partial mediation effect of body image. The direct effect of short video use on weight loss intentions and the mediating effect of body image gradually increased with the decrease of self-esteem. The results of the study suggest that short video use can affect the weight loss intentions of college students through either a direct or indirect path created by the mediating role of body image. Meanwhile, the influence of self-esteem on weight loss intention can’t be ignored, which is another key factor that affects college students’ weight loss intentions beyond short video use and body image.

The association between social media addiction and eating disturbances is mediated by muscle dysmorphia-related symptoms: a cross-sectional study in a sample of young adults

PURPOSE

Although the association between problematic use of the internet and eating disorders (EDs) in young adults has been previously established, its underlying mechanisms have not been completely clarified. It has been suggested that exposure to idealized very thin and toned body images (e.g., "thinspiration" and "fitspiration" trends) on social media might lead to increased feelings of body dissatisfaction which, in turn, can represent a trigger for EDs. We have tested this hypothesis in a sample (N = 721) of young adults (504 females, mean age: 24.13 ± 3.70 years; range 18-34).

METHODS

Self-report measures investigating symptoms related to social media addiction (SMA), muscle dysmorphia (MD), and EDs were used. A mediational model analyzing the direct and indirect effects of SMA-related symptoms on ED-related symptoms through the mediating role of MD-related symptoms was performed controlling for confounding factors (e.g., socio-demographic variables, substances use, body mass index, psychopathological distress).

RESULTS

The model showed that the total effect of SMA-related symptoms on ED-related symptoms was significant (B = 0.213; p = 0.022) and that this association was mediated by MD-related symptoms (B = 0.083; p = 0.021).

DISCUSSION

Our findings support the possibility that MD-related symptoms play a relevant role in mediating the association between SMA severity and ED pathology.

LEVEL OF EVIDENCE

Level III, evidence obtained from well-designed cohort or case-control analytic studies.

Social media, body image, and the question of causation: Meta-analyses of experimental and longitudinal evidence

This article presents four meta-analyses that can inform causality in the relationship between social media and body image; 24 experimental samples comparing the effect of appearance-ideal social media images to non-appearance-related conditions (n = 3816); 21 experimental samples examining the effect of contextual features (e.g., comments and captions) accompanying appearance-ideal social media images (n = 3482); 14 experimental samples investigating the effect of appearance-ideal images versus other appearance images on social media (n = 2641); and 10 longitudinal samples on social media use and body image (n = 5177). Social media appearance-ideal images had a moderate negative effect on body image (Hedges' g = -0.61, p < .01), were more damaging in higher- than lower-risk contexts (Hedges' g = -0.12, p < .01), and were moderately more impactful than other social media appearance images (Hedges' g = -0.68, p = .05). These effects were smaller but significant with outliers removed. Social media use had a very small, negative correlation with body image longitudinally (Fisher's Z = -0.08, p < .001). No significant moderators emerged. Clinicians should consider approaches to managing social media use, particularly exposure to appearance-ideal imagery, in case conceptualisation and psychoeducation for clients at risk of, or experiencing, body image disturbance.

Blurred boundaries between Pro-Anorexia and Fitspiration media? Diverging cognitive and emotional effects

Social media is an emerging source of body-focused messages affecting young women. This research investigated the diverging cognitive and emotional effects of Pro-Anorexia (Pro-Ana) and Fitspiration content using linguistic analysis. Undergraduate college women (N = 129) viewed one of six experimentally-created blogs: text or images of Fitspiration, Pro-Ana, or control (Home Décor) and completed an open-ended prompt with their reaction. Linguistic analysis on post-exposure writing suggested Fitspiration blogs produced positive emotions and social comparison processes; Pro-Ana blogs produced negative and anxious emotions. Participants' history of past disordered eating behavior qualified affective (positive emotion and anxiety), but not cognitive (social comparison) outcomes. Given the cognitive and emotional impact of viewing such media, findings speak to the need for specific content of social media sites to be addressed and discussed in the treatment and prevention of eating disorders.

#quarantine15: A content analysis of Instagram posts during COVID-19

There has been a surge in "quarantine15" social media posts during the self-isolation and lockdowns associated with the COVID-19 global pandemic. Given the influence of other body and weight-centered social media content (e.g., Fitspiration, Fatspiration) on body image and weight stigmatizing thoughts and attitudes, characterizing the features of quarantine15 content is an imperative first step towards understanding its impact on those who view it. Therefore, the present study is a content analysis of quarantine15 content on Instagram. A total of 668 posts were sampled using the hashtag quarantine15, and systematically analyzed for features related to positive and negative body image, as well as weight stigma. The results showed that the posts containing human figures (57.5 %) showcased individuals who were perceived as lower-weight (88.8 %), White (70.3 %), and women (87 %). Approximately one-third (34.4 %) of the images containing individuals were considered objectifying. Posts also perpetuated the controllability of weight through diet (51.5 %) and physical activity (27.5 %), while 46.9 % expressed dislike towards higher-weight bodies. Future experimental research in this area will be important for understanding both the acute and long-term effects of viewing quarantine15 content on body image, weight stigmatizing attitudes and thoughts, and internalized weight stigma.

"Context, Please?" The Effects of Appearance- and Health-Frames and Media Context on Body-Related Outcomes

Promoting health-related behaviors such as healthy eating or doing sports are important to counteract the problem of obesity, which is on the rise. In this regard, initial studies suggest that appearance compared to health framing can lead to negative body-related outcomes in young women. This study aimed to extend these findings by investigating the role of the context. Furthermore, as previous studies focused on young women only, we considered a more diverse sample. This seems especially important as health campaigns focusing on healthy eating and sports should appeal to a more diverse population. This experimental study (N = 286) follows a 2 (appearance frame vs. health frame) × 2 (social media vs. magazine website) between-subjects design. Results revealed that exposure to appearance-focused framing led to a lower positive mood compared with exposure to health-focused framing. These effects were most prevalent in overweight and obese participants. Moreover, participants in the social media condition showed lower body satisfaction and lower positive mood compared with participants in the magazine website condition independent of the frame. No other interaction effects occured. Overall, health promoters should focus their campaigns on the health aspects of health-related behaviors and should consider promotion on social media platforms. Also, they should keep in mind that not only the framing, but also the context, might have effects on body-related outcomes.

The effects of fitspiration and self-compassion Instagram posts on body image and self-compassion in men and women

Research has demonstrated links between viewing idealized images on social media and body dissatisfaction, but more work is needed to understand how exposure to appearance-related content influences body image. The current research evaluated the effects of viewing fitspiration images and images of self-compassion quotes on Instagram on men and women's body image and self-compassion. This topic was examined in two separate investigations in the U.S.; a sample of undergraduate students (N = 180, 62 men and 118 women) and a community sample recruited through Amazon Mechanical Turk (N = 296; 173 men and 123 women). In both studies, participants viewed either same-gender images of fitspiration, self-compassion quotes, a combination of fitspiration images and self-compassion quotes, or neutral images (control). Overall, the findings suggest that viewing fitspiration images only promotes lower body satisfaction and appreciation, whereas viewing self-compassion images only leads to improved body satisfaction and appreciation. There was, however, little support for the buffering effects of self-compassion in the combined condition. Our results demonstrate the detrimental effects of exposure to fitspiration content and the positive effects of exposure to self-compassion content on social media for men and women as well as the need for future research in this area.

Weight Bias During the COVID-19 Pandemic

PURPOSE OF REVIEW

This review explores potential sources of weight bias and stigma during the COVID-19 pandemic, including "quarantine-15" messages and discussion of obesity in media and public health campaigns. We examine evidence of the effects of weight bias on well-being during the pandemic and highlight unanswered questions to be addressed in future research.

RECENT FINDINGS

Studies that have investigated weight change during stay-at-home orders have yielded mixed findings and relied predominantly on self-reported retrospective recall, thus providing weak evidence of a widespread "quarantine-15" effect. No studies to date have evaluated the effects on weight stigma and health of obesity-focused COVID-19 media and public health messages. Individuals with a history of experiencing weight bias may be more vulnerable to binge eating and psychological distress during the pandemic. Weight bias and stigma during the COVID-19 pandemic, and their effects on health and well-being, warrant greater investigation and consideration in public health efforts.

The differential impact of viewing fitspiration and thinspiration images on men's body image concerns: An experimental ecological momentary assessment study

To date, little is known about the impact of fitspiration and thinspiration exposure on men, as previous studies on these social media trends were primarily conducted on women. Male participants (n = 223) completed baseline measures of trait body image, then used a smartphone application to complete up to six state-based assessments daily for seven days. In each assessment, participants were randomly assigned to one of three image conditions (fitspiration, thinspiration, or neutral). Before and after viewing each image, they reported state body fat dissatisfaction, muscularity dissatisfaction, negative mood, and urge to engage in behaviours to reduce body fat and increase muscularity. Multi-level analyses revealed that compared to viewing neutral images, viewing fitspiration images increased men's body dissatisfaction, whereas viewing thinspiration images decreased body dissatisfaction. Viewing either fit- or thinspiration images also led to lower mood and greater urges to increase muscularity, whereas only fitspiration images increased urges to reduce body fat. Men with greater baseline muscularity dissatisfaction and higher appearance comparison were most vulnerable to muscularity dissatisfaction after viewing fitspiration images. Findings suggest the importance of limiting exposure to fitspiration imagery and implementing social media literacy programmes for men and well as women.

Body Positivity (#BoPo) in everyday life: An ecological momentary assessment study showing potential benefits to individuals' body image and emotional wellbeing

Experimental studies of Body Positivity (BoPo), referring to social media content that challenges status-quo beauty ideals by portraying and promoting diverse physical appearances, are suggestive of mental health benefits. To date, no research has examined BoPo using naturalistic study designs that maximise ecological validity. Undergraduate students (N = 113, 83.2 % female, 26.6 % White) completed a 1-week, smartphone-facilitated ecological momentary assessment protocol containing self-report measures of state body satisfaction, state affective functioning, and BoPo exposure. Students also reported the social media platforms where their BoPo exposures occurred. Our main finding was that students exposed to BoPo subsequently reported higher levels of body satisfaction (Cohen's d = 0.05, small) and positive affect (d = 0.06, small), together with lower negative affect (d = -0.03, small). Instagram accounted for half of all BoPo exposures (46.1 %), followed by Facebook (17.4 %), Youtube (8.9 %), and Snapchat (8.9 %). Conclusions were three-fold: (i) viewing BoPo may lead people to experience higher body satisfaction and improved emotional wellbeing, (ii) Instagram is a particularly important social media platform for BoPo exposures, and (iii) encouraging social media users to follow BoPo social media accounts may be a useful way to protect and enhance users' body image and emotional wellbeing, pending further research.

Are We There Yet? Progress in Depicting Diverse Images of Beauty in Instagram's Body Positivity Movement

As the literature on the narrowly defined standards of beauty portrayed in social media has increased, a newer focus on body positivity messages has also emerged. Body positivity challenges the unrealistic standards of beauty present in the media by the promotion and acceptance of diverse body sizes and appearances. In an effort to further understand the messages of body positivity in social media, this study examined the content of 246 body positive posts from the broad Instagram community. Results demonstrated an inclusion and appreciation of diverse physical appearances, as well as themes consistent with messages promoting body positivity. In contrast to content on popular body positivity accounts, several of the posts from the broader Instagram community did, however, contain contradictory messages, such as the promotion of weight loss or the praise of extreme thinness. Future research examining such contradictory messages in body positivity posts and their effects on body image and other related domains is warranted.

The case for body positivity on social media: Perspectives on current advances and future directions

In recent years, the body-positive movement has emerged on social media and has generated both support and criticism in pop-cultural discourse. We review the potential benefits and disadvantages of 'body positivity' on social media in light of theory and the available research. Based on the early evidence showing potential benefits of engaging with body-positive content on social media for positive body image, a case is made in support of this emerging content. Nevertheless, recommendations are made for future research with an emphasis on experimental and longitudinal investigations of actual health outcomes of engaging with body positivity on social media and clarification of the potential relationship between body positivity and objectification.

The Happy American Body 2.0: Predictors of affective body satisfaction in two U.S. national internet panel surveys

The first national study of body image was reported four decades ago in the article The Happy American Body (Berscheid et al., 1973). To provide a modern follow-up to this study, we used two Internet panel surveys of U.S. adults to examine feelings about appearance (Survey 1: Married N = 1095; Single N = 5481) and weight, appearance, body, and muscle size/tone (Survey 2: N = 1601). Mean ages across samples for men and women ranged from 42-53. On the positive side, many men and women were somewhat-to-very satisfied with their appearance (67 %; 57 %), overall body (61 %; 46 %), weight (54 %; 42 %), and muscle tone/size (56 %; 41 %). Mean gender differences were small (Cohen's ds = 0.18-0.32), as were sexual orientation differences within each gender (ds = |0.00-0.25|). Looking at negative body image, fewer men than women were somewhat-to-very unhappy with their appearance among married (19 %; 29 %) and single participants (29 %; 35 %), and fewer men were somewhat-to-extremely dissatisfied with their appearance (18 %; 24 %), body (27 %; 39 %), weight (36 %; 49 %), muscle tone/size (27 %; 41 %). Nearly one-fifth of men (18 %) and one-fourth of women (27 %) were very-to-extremely dissatisfied with at least one of these traits, highlighting the importance of body image interventions.

Thinspiration and fitspiration in everyday life: An experience sampling study

We used experience sampling to examine thinspiration and fitspiration in the everyday lives of women and men. Undergraduates (N = 108, 21% men) completed a 1-week smartphone-facilitated experience sampling protocol containing self-report measures of thinspiration and fitspiration exposure, body satisfaction, and affective functioning. Multi-level, gender-adjusted models examined the unique and interactive associations of exposure to thinspiration and fitspiration. Women reported a weekly average of 8.4 thinspiration exposures and 9.5 fitspiration exposures, while men reported 2.3 and 4.9 exposures, respectively. The median self-reported duration of each exposure was 2-3 min, with no difference in exposure duration between thinspiration and fitspiration. Unique thinspiration exposure was associated with lower body satisfaction, lower positive affect, and higher negative affect (Cohen's ds = |0.07-0.09|, small). Unique fitspiration exposure was associated with lower body satisfaction and positive affect (ds = |0.03-0.04|, small), but not negative affect. The pattern of associations for interactive exposure (i.e., exposure to both thinspiration and fitspiration) was near-identical to the pattern for unique thinspiration exposure (ds = |0.06-0.08|). We conclude that women and men exposed to thinspiration and fitspiration in their everyday lives may subsequently experience lower body satisfaction and poorer affective functioning.

An exploration of 'fitspiration' content on YouTube and its impacts on consumers

The 'Fitspiration' movement may endorse problematic body image and behaviour. This study aims to expand the understanding of 'fitspiration' by examining its presence on YouTube. Analysis was conducted in accordance with Tiggemann and Zaccardo and Santarossa et al. Thematic analysis of videos revealed three themes; 'Fitness and beauty', 'Trust me-I'm a YouTuber', and 'Health for the right reasons'. Thematic analysis of comments revealed themes 'YouTube fitness community', 'Body appearance dissatisfaction', and 'YouTuber fitness role models'. Fitness YouTubers were found to promote unhealthy behaviours to achieve fitness, and commenters expressed belief in and replication of their advice.

#bodypositivity: A content analysis of body positive accounts on Instagram

In the last decade, the body image literature has begun to extend beyond a primary focus on body image disturbances and examine the construct of positive body image. Similarly, "Body positivity" is a growing social media trend that seeks to challenge dominant societal appearance ideals and promote acceptance and appreciation of all bodies and appearances. The present study provides a content analysis of body positive posts on Instagram. A set of 640 Instagram posts sampled from popular body positive accounts were coded for physical appearance-related attributes and central themes featured. Results showed that body positive imagery typically depicted a broad range of body sizes and appearances. Additionally, while a proportion of posts were appearance-focused, the majority of posts conveyed messages aligned with theoretical definitions of positive body image. This study clarifies body positive content on Instagram, as well as highlights points of overlap and distinction from academic principles of positive body image and other appearance-focused social media content. Accordingly, the results offer theoretical and practical implications for future research and prevention efforts.

Profiling Commenters on Mental Health-Related Online Forums: A Methodological Example Focusing on Eating Disorder-Related Commenters

BACKGROUND

Understanding the characteristics of commenters on mental health-related online forums is vital for the development of effective psychological interventions in these communities. The way in which commenters interact can enhance our understanding of their characteristics.

OBJECTIVE

Using eating disorder-related (EDR) forums as an example, this study detailed a methodology that aimed to determine subtypes of mental health-related forums and profile their commenters based on the other forums to which they contributed.

METHODS

The researchers identified all public EDR forums (with ≥500 contributing commenters between March 2017 and February 2018) on a large Web-based discussion platform (Reddit). A mixed-methods approach comprising network analysis with community detection, text mining, and manual review identified subtypes of EDR forums. For each subtype, another network analysis with community detection was conducted using the EDR forum commenter overlap between 50 forums on which the commenters also commented. The topics of forums in each detected community were then manually reviewed to identify the shared interests of each subtype of EDR forum commenters.

RESULTS

Six subtypes of EDR forums were identified, to which 14,024 commenters had contributed. The results focus on 2 subtypes-proeating disorder and thinspiration-and communities of commenters within both subtypes. Within the proeating disorder subtype, 3 communities of commenters were detected that related to the body and eating, mental health, and women, appearance, and mixed topics. With regard to the thinspiration group, 78.17% (849/1086) of commenters had also commented on pornographic forums and 16.66% (181/1086) had contributed to proeating disorder forums.

CONCLUSIONS

The article exemplifies a methodology that provides insight into subtypes of mental health-related forums and the characteristics of their commenters. The findings have implications for future research and Web-based psychological interventions. With the publicly available data and code provided, researchers can easily reproduce the analyses or utilize the methodology to investigate other mental health-related forums.

How does exposure to thinspiration and fitspiration relate to symptom severity among individuals with eating disorders? Evaluation of a proposed model

Thinspiration and fitspiration are classes of social media content characterised by idealised depictions of excessively thin and overtly fit/lean bodies, respectively. It is currently unknown whether and how exposure to thinspiration and fitspiration relates to symptom severity within high-risk clinical populations. Thus, in a clinical sample of individuals with eating disorders, we evaluated a model explaining how exposure to thinspiration and fitspiration relates to eating disorder symptoms. Individuals with self-reported eating disorders (N = 228, 47% with anorexia, 93% female) completed measures of image-centric social media use, thinspiration and fitspiration exposure, physical appearance comparisons, and symptom severity. Results showed that more frequent use of image-centric social media was associated with more frequent exposures to both thinspiration and fitspiration. In turn, these exposures were associated with more frequent physical appearance comparisons, and through these, greater symptom severity. Physical appearance comparisons mediated the relationships of both thinspiration and fitspiration exposure with symptom severity. Exposure to fitspiration was more common than exposure to thinspiration. However, thinspiration exposure evidenced stronger associations with symptom severity than fitspiration exposure. In conclusion, our model provides a useful account of how eating disorder symptoms relate to thinspiration and fitspiration exposure, and to image-centric social media more generally.