Pathways from sociocultural and objectification constructs to body satisfaction among women: The U.S. Body Project I

Testing general sociocultural and coach-related appearance pressures as the factors associated with disordered eating in competitive female athletes participating in various sports

The aim of the present study was to test the sociocultural Petrie and Greenleaf's (2007) model of disordered eating (DE) in competitive female athletes. Specifically, we tested a model of general sociocultural and coach-related pressures towards body weight and appearance of female athletes as the factors associated with athletes' DE through the mediators such as internalization of appearance ideals and overweight preoccupation. 515 athletes participated in this study. The mean age of the sample was 19.0 ± 5.9 years. Athletes were provided with study measures on general sociocultural and coach-related appearance and body weight pressures, internalization of appearance ideals, overweight preoccupation and DE. Path analyses showed that general sociocultural pressures were associated with DE directly and through internalization of appearance ideals and overweight preoccupation. Pressures from coaches were associated with DE through overweight preoccupation and through the internalization of appearance ideals and overweight preoccupation. The models were invariant across body weight sensitivity in sports and age groups. These results inform DE prevention for female athletes. It is important to increase resistance to sociocultural pressures and pressures from coaches in DE prevention programmes for female competitive athletes of all ages and participating in sports irrespective of sports group (weight-sensitive or less weight-sensitive).

The implications of internet-based Chinese language courses on online classes

Interactionist and social-cultural perspectives on second language acquisition suggest that interactions between teachers and students offer promising avenues for acquiring Chinese as a second language, which the vast majority of international students consider difficult. Computer-mediated communication is far safer than face-to-face encounters during the present pandemic. Three aims are being investigated here. It is important to first analyze the differences between traditional classroom and online learning by different modes, then analyze the various ways teachers use computer-mediated communication, and finally analyze the challenges and opportunities presented by online Chinese as a second language courses using qualitative research methods. Three teachers and 84 students are analyzed statistically in terms of their multimodal interactions, and the quality of their weekly classroom exchanges is assessed through an interpretive analysis of questionnaire data, all in the name of a mixed-methods approach. Particular attention was paid to the challenges of online tutoring for students, the discrepancy between instructor and student understandings, and the use of several teaching strategies with international students. The online classroom environment places unique demands on the quality of student-teacher communication. Different strategies must be used when teaching non-native speakers of Chinese as a second language compared to teaching in a traditional classroom setting.

Dissemination of a dissonance-based body image promotion program for mothers and daughters in church settings: A controlled pilot study of Reclaiming Beauty

This proof of concept, controlled pilot study expands on existing dissonance-based body image promotion programs by testing a modified version of the Body Project for 136 mothers and daughters aged 11-18 years old in church settings called Reclaiming Beauty. Mothers (n = 30) and their daughters (n = 35) who participated in Reclaiming Beauty were compared to mothers (n = 32) and daughters (n = 39) in a waitlist, assessment-only, control group on body image, eating psychopathology, and risk factor measures (thin-ideal internalization, physical appearance comparison) at pre-, post-, and 6-month-follow-up assessments. Intent-to-treat, multilevel modeling indicated that mothers and daughters in the Reclaiming Beauty group experienced significant improvement in body appreciation, body shape concerns, eating psychopathology, thin-ideal internalization, and physical appearance comparison over a six-month period compared to control participants. Changes in thin-ideal internalization and appearance comparison did not predict body image and eating psychopathology at follow-up. Baseline levels of body satisfaction did not moderate the effect of the program, except for its effect on body shape concerns. Findings provide preliminary support for delivering a dissonance-based body image promotion intervention to mothers and their daughters and the feasibility of leveraging the mother-daughter relationship as well as delivering interventions in church settings.

Self-awareness and Social Influences as Predictors of Body Dissatisfaction and Acceptance of Cosmetic Surgery for Social Reasons Among Men

BACKGROUND

Body dissatisfaction and the use of surgery for purely aesthetic reasons among men is steadily increasing. Nevertheless, compared to women, few studies have focused on specific sociocultural and individual factors predicting men's body dissatisfaction and interest in cosmetic surgery procedures. The present study investigated the role of media, significant others, public and private self-awareness in predicting men's body dissatisfaction and acceptance of cosmetic surgery for social reasons.

METHODS

Participants were 203 men (mean-age 24 years), who completed a questionnaire containing the Sociocultural Attitudes Toward Appearance Questionnaire-4R, the Situational Self-Awareness Scale, the Muscular internalization subscale, the Male Body Attitudes Scale, and the Social subscale of the Acceptance of Cosmetic Surgery Scale. A path analysis was performed.

RESULTS

The influence of significant others and public self-awareness predicted men's body dissatisfaction directly and indirectly, via muscularity internalization, while media was only directly associated with body dissatisfaction. A significant link between private self-awareness and body dissatisfaction was found. Moreover, media was not associated with cosmetic surgery either directly or indirectly and public self-awareness showed only a significant association with internalization.

CONCLUSIONS

These findings provide information about the role that self-awareness and sociocultural factor play on body dissatisfaction and acceptance of surgery for social reasons among men. The study highlighted the importance of designing preventive programs aimed at enhancing men's ability to resist various forms of pressure regarding body image and its management. Moreover, the advantages of focusing one's attention on internal states and feelings can limit body dissatisfaction and can discourage consideration of cosmetic surgery for social benefits.

LEVEL OF EVIDENCE V

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 .

Women Who Experience More Affectionate Touch Report Better Body Satisfaction and Relationship Outcomes

Affectionate touch (e.g. hugging, handholding) is an essential component of many intimate relationships and is a primary contributor to overall relationship satisfaction as well as sexual satisfaction. Affectionate touch is understood to be a form of non-verbal communication in which the giver is expressing positive feelings toward the receiver. Here, we propose that affectionate touch also positively impacts receivers' body satisfaction, because affectionate touch is a positive message communicated toward the receiver's body. In a cross-sectional sample of romantically partnered women (N = 1,156), we assessed the association between affectionate touch frequency and body satisfaction. We also investigated whether affectionate touch is associated with relationship/sexual satisfaction in part because touch helps to improve women's evaluations of their own bodies. Our results showed that body satisfaction was a significant, partial mediator and a valid path through which affectionate touch shapes relationship quality. Receiving affectionate touch could bolster relationship satisfaction and self-perceptions among women. Given the prevalence of body dissatisfaction amongst women, these results suggest that the underexplored associations between affectionate touch and body satisfaction may have significant impacts on a wide array of future empirical and applied research trajectories.

Pathways from media attention and peer communication to body dissatisfaction: the moderating role of protective filtering

BACKGROUND

Negative body image is a common psychological phenomenon among young Chinese women, and merits further investigation. Peers and the media are important factors that associated with body image. This study explored how media and peers promote body dissatisfaction among young Chinese women, including the mediating role of body surveillance and the moderating role of protective filtering.

METHODS

3499 women from the general China community aged 18-40 years (M = 23.44 years, SD = 1.18 years) were investigated with sociocultural attitudes towards appearance scale-3, objectified body consciousness scale and protective filtering scale. The data were analyzed by using a moderated mediation model with SPSS and the Process 4.0 macro.

RESULTS

Correlational analysis results indicated that body surveillance acted as a chained indirect effect between the internalization of media information and body dissatisfaction, as well as between peer comparison and body dissatisfaction. Moreover, protective filtering was demonstrated to moderate the path of media attention affecting the internalization of media information and the path of peer communication affecting peer comparisons.

CONCLUSION

Our results contribute to the understanding of the sociocultural mechanisms underlying young women's negative body image. Furthermore, investigating the moderating effect of protective filtering is conducive to guiding future female positive body image interventions.

Birds of a feather flocking together on Instagram: How racially similar followers and followings on Instagram are linked to young women's body image

In light of recent studies demonstrating the detrimental effects of social media use on young women's body image, we examined the racial composition of young women's Instagram followers, as well as the racial composition of the individuals in young women's followed Instagram accounts, in relation to their appearance ideals and body image. Based on social identity theory (Tajfel & Turner, 1979), we tested two main propositions. First, women who have racially similar followers and followed accounts will be more likely to internalize body ideal preferences that are relevant to their in-group (i.e., thinness for Asian-American and White women; curviness for Black and Latina women). Second, following and being followed by people of one's racial identity in-group will have ameliorative effects on young women's body image (i.e., more body appreciation; less body dissatisfaction). Our sample included 533 U.S. women who identified as Asian-American (n = 97), Black (n = 101), Latina (n = 98), or White (n = 237). The results provided more support for the notion that racially similar followers and accounts followed are related to better body image outcomes rather than to the internalization of body ideals. Specifically, following a higher percentage of racially similar accounts was positively associated with body appreciation among Asian-American and White participants and negatively associated with body dissatisfaction among Asian-American participants. Likewise, being followed by a higher percentage of racially similar others was positively associated with body appreciation among Asian-American, Black, and White participants, and negatively associated with body dissatisfaction among Latina participants. The findings are discussed in light of social identity theory.

Body Dissatisfaction, Cognitive Distraction, and Sexual Satisfaction in a Sample of LGB+ People: A Mediation Study Framed by Cognitive Psychology Models of Sexual Response

Introduction: Body dissatisfaction is a well-established risk factor for emotional problems and low levels of well-being indicators, such as sexual health. Cognitive models propose that dissatisfaction with one's body can cause cognitive distraction related to physical appearance during sexual activity. This may compromise sexual response, namely, sexual satisfaction in heterosexual cis women. However, this relationship has only been studied within heterosexual samples. The present study aims to test a mediation model using cognitive distraction related to body appearance during sexual activity as a mediator between body dissatisfaction and sexual satisfaction in LGB+ cis people (lesbian, gay, bisexual, and other minority sexual orientations). Methods: This cross-sectional online study comprised 165 cisgender LGB+ participants (n = 67 cis women, 40.6%; n = 98 cis men, 59.4%). Self-report questionnaires were used: the Global Body Dissatisfaction Scale, the Body Appearance Distraction Scale, and a Single-Item Measure of Sexual Satisfaction. Results: Cis women and cis men experience similar levels of body dissatisfaction, cognitive distraction with body appearance during sexual activity, and sexual satisfaction. Body appearance cognitive distraction during sexual activity mediated the relationship between body dissatisfaction and sexual satisfaction only in the men's sample. Discussion: Overall, in terms of gender and body dissatisfaction, our results reveal a reversed pattern than those found in heterosexual samples. This may be because LGB+ cis women may conform less to societal pressure, leading to less meaning given to body dissatisfaction in relation to sexuality, which may lead to more positive sexual outcomes. Likewise, LGB+ cis men present higher body dissatisfaction and experience lower sexual satisfaction, possibly due to the emphasis on physical appearance in the gay subculture. The results confirm the validity of cognitive models of sexual response.

Sexual Function and Satisfaction in the Context of Obesity

PURPOSE OF REVIEW

Sexual dysfunction is commonly associated with overweight/obesity, but the underlying physiological and psychosocial mechanisms are not fully understood. This review contextualizes the obesity-sexual (dys)function relationship, describes recent insights from the medical and social science literature, and suggests opportunities for continued research.

RECENT FINDINGS

Although sexual dysfunction has been historically evaluated as a consequence/outcome of obesity, it is increasingly considered as a harbinger of future metabolic comorbidities, including type 2 diabetes and cardiovascular disease. Body image dissatisfaction is a consistent predictor for lower sexual satisfaction across BMI categories, likely mediated by cognitive distraction during partnered sex. To fully capture the relationship between obesity and sexual dysfunction, multidisciplinary research approaches are warranted. While clinically significant weight loss tends to improve sexual functioning for women and men, higher body image satisfaction may independently promote sexual function and satisfaction without concomitant weight loss.

Examining an integrated sociocultural and objectification model of thinness- and muscularity-oriented disordered eating in Chinese older men and women

OBJECTIVE

We tested an integrated model of three prominent theories of disordered eating (tripartite influence theory, objectification theory, and social comparison theory) in a sample of older Chinese men and women.

METHOD

Chinese older men (n = 270) and women (n = 160) completed questionnaires assessing the tripartite influence, objectification, and social comparison theories and thinness- and muscularity-oriented disordered eating. Two structural equation models were tested in Chinese older men and women.

RESULTS

The integrated model showed good model fit and described meaningful variance in thinness- and muscularity-oriented disordered eating in Chinese older men and women. Higher appearance pressures were uniquely related to higher muscularity-oriented disordered eating in men. Across both gender groups, higher thinness internalization was uniquely related to higher thinness- and muscularity-oriented disordered eating, and in women only, higher muscularity internalization was uniquely related to lower thinness-oriented disordered eating. In men, higher upward and downward body image comparisons were uniquely related to higher and lower, respectively, muscularity-oriented disordered eating. In women, higher upward body image comparisons were only uniquely related to higher muscularity-oriented disordered eating while higher downward body image comparisons were uniquely related to both outcomes. Higher body shame was uniquely related to higher thinness-oriented disordered eating across both groups and in men alone, higher body shame was also uniquely related to higher muscularity-oriented disordered eating.

DISCUSSION

Findings, which tested the integration of tripartite influence, objectification, and social comparison theories, inform the prevention and treatment of disordered eating in Chinese older populations.

PUBLIC SIGNIFICANCE

The present study is the first to describe theories of disordered eating (tripartite influence, objectification, and social comparison) in Chinese older adults. Findings suggested good model fit and the integrated models described meaningful variance in thinness- and muscularity-oriented disordered eating in Chinese older women and men. Findings extend existing theories of disordered eating and, pending further study, may inform theory-driven prevention and treatment approaches in Chinese older adults.

The whole is more than the sum of its parts: A qualitative investigation of body-dissatisfied college women's experiences of relational body image

Research on relational body image suggests that women's body image changes across their important relationships, with women most at risk for maladaptive body image reporting the most extreme changes. To enrich our understanding of relational body image beyond that offered by prior psychologically-based quantitative research, the present study integrated critical-feminist approaches. Eighteen female-identified university students participated in a one-on-one semi-structured interview. Each participant first completed ratings of her body image across seven important relationships, which the interviewer used to create a graph depicting her relational body image. The interviewer shared the graph with the participant to prompt reflection on her subjective experiences of relational body image and asked her a series of questions. Reflexive thematic analysis, informed by a critical-realist framework, was used to identify themes. One overarching theme, "The Whole Is More than The Sum of Its Parts," demonstrated how relational body image may be understood as a unique configuration of interconnected factors within a specific relationship. Three subthemes then highlighted how interpersonal, idiographic, and systemic factors come together to influence subjective experiences of relational body image. The present results suggest that personalized treatment targets within specific relationships may be a worthwhile focus for future body image interventions.

The U.S. Body Project I: Inspirations and Lessons Learned

The U.S. Body Project I examined predictors and prevalence of body image concerns among 11,620 adults recruited via Mechanical Turk. Researchers were invited to propose hypotheses or conduct secondary data analysis on the anonymized dataset. This resulted in 11 papers for this special issue. The first four papers examined the demographic predictors and prevalence of (1) body satisfaction, (2) objectification and tripartite model constructs, (3) sexuality-related body image concerns, and (4) face image satisfaction. The next four papers tested different structural equation models linking objectification and tripartite constructs to outcomes among women (5) and men (6) varying in body mass, and across racial (7) and sexual orientation (8) groups. We then tested measurement invariance of the scales (9) and introduced an abbreviated measure (10), and applied machine learning to examine associations among variables (11). Here we reflect on our personal and academic journeys leading to this project, and lessons learned.

Internalisation of stereotyped body appearance standards and body dissatisfaction in adolescent boys: Moderating role of sports participation

The aim of this study was to test the moderating role of sport participation in the mediation model of media pressures, internalisation of appearance ideals and body dissatisfaction in adolescent boys. Five hundred and seventy adolescent boys (mean age 17.2 ± 0.45; range 15-19 years) participated in the cross-sectional study. Adolescents completed a questionnaire consisting of measures of attitudes towards sociocultural pressures on appearance, body dissatisfaction and sport participation (participation in achievement sport, leisure exercising and non-participation in any sports). Sports participation moderated the associations between the internalisation of stereotyped appearance ideals and body dissatisfaction. In athletes, the effect of internalisation of thin body ideals on body dissatisfaction was not significant, while the effect of internalisation of muscular/athletic body ideals was negative. In leisure exercisers, the effect of internalisation of muscular body ideals on body dissatisfaction was not significant, yet internalisation of thin body ideals had a significant effect on body dissatisfaction. The strongest associations between appearance ideals internalisation and body dissatisfaction were found in adolescent boys who reported no participation in sports. Sports participation might be an effective tool in decreasing the negative effect of internalisation of stereotyped appearance ideals on adolescent boys' body image.

Examining the individual and relational impacts of varying responses to negative body talk within college women's female friendships

Many college women make self-disparaging comments about their appearance to others. This "fat talk" (negative body talk) is a causal risk factor for body image disturbance, which in turn predicts eating disorders and depression. Research is needed to identify effective responses to negative body talk; namely, those that reduce negative body talk without shaming its initiator or damaging the relationship. The current study examined the impact of different responses to negative body talk on the likelihood of future negative body talk and on individual and relationship factors. College women (N = 160) recalled a situation using negative body talk with a female friend. Participants listened to audio recordings of four responses (Deny/Reassure, Challenge, Empathize/Reciprocate, Ignore) and rated appearance satisfaction, shame, friendship support, and likelihood of future negative body talk after each. Linear mixed models indicated that the Deny/Reassure response followed closely by the Challenge response were most beneficial for individual and relationship factors; however, participants reported being least likely to use future negative body talk after the Ignore response. Recommendations for developing promising responses to negative body talk include combining responses to balance validation (Deny/Reassure) and change (Challenge), and studying the contribution of other relationships and varying body dissatisfaction levels.

I'm Skinny, I'm Worth More: Fashion Models' Experiences of Aesthetic Labor and Its Impact on Body Image and Eating Behaviors

The fashion industry has been critiqued for promoting ultra-thin bodies, yet the relationship between models' aesthetic labor and eating disorder (ED) development is unclear. Using interpretive phenomenological analysis, we explored the lived experiences of nine female fashion models including metaphors they used to describe body perceptions and eating behaviors. Four superordinate themes emerged: Shaped for the industry; The body as a market product; Food restriction ("it's almost glamorized"); Toward a healthier modelhood. Models' career trajectories were those of lost childhoods, punitive body rules, inadequate dietary advice, and self-regulated food restriction. Models were "shaped" by agents from an early age to conform to the industry's body rules irrespective of the physiological and psychological consequences. A "toxic" side to this aesthetic industry was depicted; agents were judged callous and money-focused, while idioms like, "feeling like a piece of meat" and "being a hanger of clothes" conveyed a deep sense of degradation and objectification. Ideas instilled at a formative age continued to influence self-image and eating patterns into maturity, pointing to an industrial element to the construction of eating disorders. Our study highlights how infantilization, sexism, and other unethical elements become normalized in poorly regulated industries such as fashion, with dire consequences for the health and wellbeing of employees. Model agencies should recognize the impact of occupational edicts and poor communication on young recruits in a sensitive phase of personality development. Finally, we advocate for more acknowledgment and further investigation into eating disorder construction commercial/industrial side.

Adolescent girls' participation in sports is associated with lower negative effects of internalization of thin body ideals on self-objectification: findings from a cross-sectional study

PURPOSE

The aim of the present study was to test a partial sociocultural model of integrated tripartite influence and objectification theories in adolescent girls and to assess the moderating role of participation in sport.

METHODS

This study is part of a larger research that involved a sample of adolescent girls and boys from the 11^th grade. In the present study, data on 842 girls were analysed. The mean age of the sample was 16.9 ± 0.5 years. The adolescent girls completed online questionnaires assessing internalization of thin body ideals, disordered eating attitudes and behaviours, and self-objectification, as well as various aspects of participation in sports. To assess the primary hypotheses, moderated mediation models were tested.

RESULTS

Self-objectification mediated associations between internalization of thin body ideals and disordered eating attitudes and behaviours in adolescent girls. Participation in an achievement sport moderated the association between internalization of thin body ideals and self-objectification, but not between the latter and disordered eating attitudes and behaviours. Internalization of thin body ideals was not significantly associated with self-objectification in girls participating in achievement sport. The association between internalization of thin body ideals and self-objectification was stronger in adolescent girls not involved in any sports activities than in leisure-time exercisers.

CONCLUSION

It is important to promote involvement in sport for all adolescent girls, since it might help them to decrease the negative effect of internalization of thin body ideals on self-objectification and to value body functions over appearance. Decreasing self-objectification and teaching about body functionality might be an effective strategy in programmes aimed at decreasing disordered eating in adolescent girls participating in achievement sport.

LEVEL OF EVIDENCE

Level of evidence V, cross-sectional descriptive study.

Exercise motives among university students - A Brazil-Portugal transnational study

BACKGROUND

Identifying the motives why people exercise is interesting for the planning of effective health promoting strategies.

OBJECTIVES

To estimate the psychometric properties of the exercise motivations inventory (EMI-2) in Brazilian and Portuguese university students, and to compare motive-related factors for exercise among students.

METHODS

One thousand Brazilian (randomly splitted into "Test sample" [n = 498] and "Validation sample" [n = 502]) and 319 Portuguese students participated in this cross-sectional study. Motives for exercise were evaluated using EMI-2. Exploratory factor analysis was performed in the test sample. Then, confirmatory factor analysis was performed in the validation and Portuguese samples. The EMI-2 scores were compared according to sex, exercise, and weight status (ANOVA, α = 5%).

RESULTS

EMI-2 factor model was explained by 5 factors and presented adequate fit (χ 2/df ≤ 3.2; CFI ≥ 0.9; TLI ≥ 0.9; RMSEA ≤ 0.07; and α ≥ 0.83). The motives for exercising were mainly related to psychological and interpersonal factors for men, health-related factors for women, and body-related factors for overweight and obese individuals. People who practice exercise had higher EMI-2 scores.

CONCLUSION

The 5-factor model is suggested for a comprehensive assessment of motives for exercise. Individual characteristics should be considered for development of tailored protocols.

The degree to which the cultural ideal is internalized predicts judgments of male and female physical attractiveness

We used attractiveness judgements as a proxy to visualize the ideal female and male body for male and female participants and investigated how individual differences in the internalization of cultural ideals influence these representations. In the first of two studies, male and female participants judged the attractiveness of 242 male and female computer-generated bodies which varied independently in muscle and adipose. This allowed us to map changes in attractiveness across the complete body composition space, revealing single peaks for the attractiveness of both men and women. In the second study, we asked our participants to choose the most attractive male and female bodies in a method of adjustment task in which they could independently vary muscle and adipose to create the most attractive body. We asked whether individual differences in internalization of cultural ideals, drive for muscularity, eating disorder symptomatology and depressive symptoms could systematically shift the location of peak attractiveness in body composition space. We found a clear preference by both genders for a male body with high muscle and low adipose, and a toned, low adipose female body. The degree of internalization of cultural ideals predicted large individual differences in the composition of the most attractive bodies.

Association between bodyweight perception, nutritional status, and weight control practices: A cross-sectional analysis from the Chilean Health Survey 2016–2017

This research aimed (1) to examine the agreement between body mass index (BMI)-based nutritional status and perceived nutritional status overall and by socio-demographic factors and (2) to state the association between the accuracy of weight perception and weight control practices in the Chilean adult population. A population-based cross-sectional study was carried out with 5,192 Chilean adult participants from the Chilean National Health Survey 2016–2017. Agreement between BMI-based weight status and body weight perception for the total sample and across subgroups was determined using the weighted kappa coefficient. The agreement between BMI-based and perceived nutritional status of the total sample was fair (kappa = 0.38). A higher rate of weight perception accuracy was identified in women, younger respondents, and participants with higher education, a higher income, and from urban areas than their counterparts. Respondents with overweight or obesity tended to underestimate their nutritional status. Actions to lose weight were higher in those who had the right perception of their overweight/obesity condition and those who overestimated their body weight, regardless of their nutritional status. In all groups, weight loss behaviors were more related to the perceived than the BMI-based nutritional status. The consequences of accurate perception of the nutritional status are discussed including its effects on body weight and mental health.

Pathways from sociocultural and objectification constructs to body satisfaction among men: The U.S. Body Project I

According to the tripartite influence model, body dissatisfaction is shaped by internalizing cultural appearance ideals stemming from appearance-related family, peer, and media pressures. This model was developed for women, but emerging evidence points to its relevance for men's body image. This study advanced this budding research by (a) integrating muscular-ideal internalization alongside lean-ideal internalization and body surveillance into the model, (b) examining two positive dimensions of body image as outcomes (body image quality of life and appearance evaluation), and (c) testing this model in national online sample of 5293 men. Structural equation modeling supported the model. Family, peer, and media pressures related to higher lean-ideal internalization, which related to higher body surveillance and poorer body image outcomes. Peer and media pressures related to higher muscular-ideal internalization, which related to higher body surveillance but more adaptive body image outcomes. We further examined whether model variables and paths differed based on men's body mass index (BMI). Men with higher BMIs evidenced a stronger path between body surveillance and body image outcomes. These findings highlight the usefulness of sociocultural models for understanding men's body image experiences.

Demographic and sociocultural predictors of sexuality-related body image and sexual frequency: The U.S. Body Project I

Body image is a critical component of an individual's sexual experiences. This makes it critical to identify demographic and sociocultural correlates of sexuality-related body image: the subjective feelings, cognitions, and evaluations related to one's body in the context of sexual experience. We examined how sexuality-related body image differed by gender, sexual orientation, race, age, and BMI. Four items assessing sexuality-related body image were completed by 11,620 U.S. adults: self-perceived sex appeal of their body, nude appearance satisfaction, and the extent to which they believed that body image positively or negatively affected their sexual enjoyment and feelings of sexual acceptability as a partner. Men reported slightly less nude appearance dissatisfaction and fewer negative effects of body image on sexual enjoyment and sexual acceptability than women, but did not differ in reported sex appeal. Poorer sexuality-related body image was reported by people with higher BMIs, not in relationships, who had sex less frequently, among White compared to Black women and men, and among gay compared to heterosexual men. Data also revealed a subgroup of respondents who reported that their body image had a positive impact on their sex lives. The findings highlight a need for interventions addressing sexuality-related body image.

Demographic and sociocultural predictors of face image satisfaction: The U.S. Body Project I

Despite substantial literature surrounding how people process and perceive faces, there is very little research investigating how people evaluate their own faces. We examined how gender, body mass, race, age, and sexual orientation were linked to people's satisfaction with the appearance of their eyes, nose, facial shape, and face overall among 11,620 adults recruited via Mechanical Turk. Most people mostly or definitely agreed they were happy with their facial appearance. There were notable racial differences, with Asian participants tending to report greater dissatisfaction. For example, only 66% of Asian women and 60% of Asian men mostly or definitely agreed that they were happy with the appearance of their eyes, which was lower than other racial groups. BMI and age were not strongly associated with face satisfaction. Sexual minority men were less satisfied than heterosexual men. About one in four gay and bisexual men, compared to only one in seven heterosexual men, reported dissatisfaction with their overall facial appearance. Men and women with poorer face image engaged in more appearance surveillance, more strongly internalized the thin-ideal, and perceived stronger sociocultural pressures from peers, parents, and media. The current study highlights important sociocultural and demographic factors tied to poorer face image.

Racial identity differences in pathways from sociocultural and objectification constructs to body satisfaction: The U.S. Body Project I

Racial minority men and women face a wide variety of appearance-related pressures, including ones connected to their cultural backgrounds and phenotypic features associated with their identity. These body image concerns exist within a larger context, wherein racial minorities face pressures from multiple cultures or subcultures simultaneously to achieve unrealistic appearance ideals. However, limited research has investigated racial differences in the relationships between theorized sociocultural risk factors and body image in large samples. This study tests pathways from an integrated sociocultural model drawing on objectification theory and the tripartite influence model to three key body image outcomes: appearance evaluation, body image quality of life, and face image satisfaction. These pathways were tested using multigroup structural equation modeling in a national sample of White, Black, Hispanic, and Asian men and women (ns = 205-4797 per group). Although many hypothesized associations were similar in strength across groups, race moderated some of the pathways between sociocultural pressures (media, peer, family), internalization of appearance ideals (thin-ideal, muscular/athletic), appearance surveillance, and body image outcomes. Findings support the likely role of both shared and specific risk factors for body image outcomes, suggesting avenues for tailoring adapted interventions in order to target culturally-salient risk factors.

Demographic predictors of body image satisfaction: The U.S. Body Project I

We examined how gender, body mass, race, age, and sexual orientation were linked to appearance evaluation, overweight preoccupation, and body image-related quality of life among 11,620 adults recruited via Mechanical Turk. Men were less likely than women to report low appearance evaluation, high overweight preoccupation, negative effects of body image on their quality of life, being on a weight-loss diet, and trying to lose weight with crash diets/fasting. Racial differences were generally small, but greater appearance evaluation was reported by Black men versus other groups and Black women versus White women. Across all measures, gay and bisexual men reported poorer body image than heterosexual men, with only small effect sizes observed for sexual orientation differences among women. Body mass, but not age, was strongly associated with body image. The prevalence of poor body image highlights the need for interventions. On the positive side, half of men and women reported high appearance evaluation. Examination of this group could identify factors promoting positive body image.

Examining the utility of nonlinear machine learning approaches versus linear regression for predicting body image outcomes: The U.S. Body Project I

Most body image studies assess only linear relations between predictors and outcome variables, relying on techniques such as multiple Linear Regression. These predictor variables are often validated multi-item measures that aggregate individual items into a single scale. The advent of machine learning has made it possible to apply Nonlinear Regression algorithms-such as Random Forest and Deep Neural Networks-to identify potentially complex linear and nonlinear connections between a multitude of predictors (e.g., all individual items from a scale) and outcome (output) variables. Using a national dataset, we tested the extent to which these techniques allowed us to explain a greater share of the variance in body-image outcomes (adjusted R²) than possible with Linear Regression. We examined how well the connections between body dissatisfaction and dieting behavior could be predicted from demographic factors and measures derived from objectification theory and the tripartite-influence model. In this particular case, although Random Forest analyses sometimes provided greater predictive power than Linear Regression models, the advantages were small. More generally, however, this paper demonstrates how body image researchers might harness the power of machine learning techniques to identify previously undiscovered relations among body image variables.

An abbreviated 10-item, two-factor version of the Body Image Quality of Life Inventory (BIQLI-10): The U.S. Body Project I

The objective of this study was to re-examine the factor structure of the Body Image Quality of Life Inventory (BIQLI), a measure that quantifies perceived effects of one's body image on various aspects of psychosocial functioning. Data on the 19-item BIQLI from a community sample of 11,620 U.S. men and women were split into cross-validation samples and underwent exploratory and confirmatory factor analysis. An abbreviated 10-item, two-factor version of the BIQLI (BIQLI-10) was identified. The BIQLI-10 measures Social Relations & Psychological Well-Being with one subscale and Appearance & Body Management Activities with the other. Internal consistency was high for each subscale. The BIQLI-10 largely retained the convergent validity of the original 19-item BIQLI, as evidenced by nearly identical correlations with appearance evaluation, overweight preoccupation, body surveillance, appearance pressures, and appearance ideal internalization. Results also supported strong measurement invariance for the BIQLI-10 by age group, gender, sexual orientation, racial group, and weight status. Findings from this study suggest researchers may use this abbreviated version to increase nuance in the measurement of body image quality of life and reduce participant burden without compromising the psychometric integrity of the BIQLI. Further, results support the comparison of BIQLI-10 subscale scores across diverse groups.

Demographic predictors of objectification theory and tripartite influence model constructs: The U.S. Body Project I

We examined how demographic factors (gender, sexual orientation, racial group, age, body mass) were linked to measures of sociocultural appearance concerns derived from objectification theory and the tripartite influence model (McKinley & Hyde, 1996; Schaefer et al., 2015) among 11,620 adults. Men were less likely than women to report high body surveillance, thin-ideal internalization, appearance-related media pressures, and family pressures; did not differ in peer pressures; and reported greater muscle/athletic internalization. Both men and women expressed greater desire for their bodies to look "very lean" than to look "very thin". Compared to gay men, heterosexual men reported lower body surveillance, thin-ideal internalization, peer pressures, and media pressures. Black women reported lower thin-ideal internalization than White, Hispanic, and Asian women, whereas Asian women reported greater family pressures. Being younger and having higher BMIs were associated with greater sociocultural appearance concerns across most measures. The variation in prevalence of sociocultural appearance concerns across these demographic groups highlights the need for interventions.