The landscape of eating disorders research: A 40-year bibliometric analysis

A Longitudinal Network Analysis of Emotion Regulation, Interpersonal Problems, and Eating Disorder Psychopathology in Chinese Adolescents

OBJECTIVE

The present longitudinal study examined sex-specific, symptom-level relationships among emotion regulation (ER), interpersonal problems (IP), and eating disorder (ED) psychopathology in a large sample of Chinese adolescents.

METHOD

Data were from a project with four waves of data collection (N = 1540; 710 boys and 830 girls) at 6-month intervals over 18 months. Questionnaires assessed ED psychopathology, ER, and IP at each wave of data collection. Longitudinal network analyses were conducted separately for boys and girls. Sex differences in the network structures were also examined.

RESULTS

The results revealed pronounced heterogeneity in the presentation of ED psychopathology, ER, and IP across Chinese adolescent boys and girls longitudinally and intra-individually. For example, weight/shape preoccupation in ED psychopathology and awareness in ER emerged as important nodes in the temporal network for boys. However, weight/shape preoccupation and dissatisfaction in ED psychopathology were identified as the most important nodes in the temporal network for girls. Regarding bridge strength, awareness in ER emerged as the node with the highest connectivity in the temporal network for boys. At the same time, weight/shape dissatisfaction in ED psychopathology was the node with the highest connectivity for girls.

DISCUSSION

The current study extended network theory to better understand the longitudinal interplay among ER, IP, and ED psychopathology in Chinese adolescents and their sex differences in the importance of symptoms. Such insights may pave the way for developing targeted prevention and treatment strategies for adolescent boys and girls in China.

Exploring the moderating roles of dispositional mindfulness and body image flexibility in the association between body dissatisfaction and disordered eating in Chinese adolescents

OBJECTIVES

Previous research suggests potential moderating roles of dispositional mindfulness and body image flexibility in the association between body dissatisfaction and disordered eating. However, relevant research is mainly conducted on adult women from Western countries, and limited evidence exists for adolescent samples, especially from non-Western contexts (e.g., China). Thus, this study aimed to examine the moderating roles of dispositional mindfulness and body image flexibility in the relationship between body dissatisfaction and disordered eating in Chinese adolescents.

METHOD

We recruited 545 Chinese adolescents (53.9% boys, aged 12-16 years) who completed measures of body dissatisfaction, dispositional mindfulness, body image flexibility, and disordered eating. Moderation analyses were examined with PROCESS macro on SPSS.

RESULTS

In separate models, both higher dispositional mindfulness and body image flexibility weakened relationships between body dissatisfaction and disordered eating. However, when both dispositional mindfulness and body image flexibility were entered into the same moderation model, only body image flexibility showed a significant moderating effect.

DISCUSSION

Both dispositional mindfulness and body image flexibility may weaken the association between body dissatisfaction and disordered eating in adolescents. However, body image flexibility might have a stronger effect than dispositional mindfulness. These findings suggest that interventions aimed at reducing body dissatisfaction to prevent disordered eating in adolescents may pay more attention to adolescents' body image flexibility.

A Bibliometric Analysis of Scientific Publications on Eating Disorder Prevention in the Past Three Decades

BACKGROUND

Eating disorders (EDs) present a growing concern due to their widespread occurrence and chronic course, the low access to evidence-based treatment, and the significant burden they place on the patients and society. This picture justifies intensive focus on the prevention of EDs. The current study provides the first bibliometric analysis of research on the prevention of EDs, focusing on trends and contributions, to prompt further prevention research.

METHODS

We conducted a bibliometric analysis of publications on the prevention of EDs using the Web of Science database, from 1993 to 2023. Focusing on universal and selective prevention strategies, our study involved a rigorous selection process, narrowing down from 10,546 to 383 relevant papers through manual screening. The analysis utilized the "bibliometrix" R package (version 4.2.2) and Python (version 3.9.6) for data processing, with VOSviewer employed for mapping collaboration networks.

RESULTS

Our analysis revealed a consistent annual growth rate of 10.85% in ED prevention research publications, with significant contributions from the "International Journal of Eating Disorders" and some notable authors. The United States emerged as the dominant contributor. The analysis also highlighted key trends, including a surge in publications between 2010 and 2017, and the role of major institutions in advancing research in this field.

DISCUSSION

The increasing rate of publications on the prevention of EDs is encouraging. However, the actual number of studies on the prevention of EDs are limited, and the majority of this work is performed by a few research groups. Given the high concentration of publications within a few countries and research groups, increased funding, facilitation of prevention research on a wider scale, and engagement of more researchers and further collaboration are called for.

A network analysis of disordered eating symptoms, big-five personality traits, and psychological distress in Chinese adults

OBJECTIVE

Previous studies have revealed associations between disordered eating symptoms, big-five personality traits, and psychological distress. However, limited research has explored these relationships as a network, including their interconnections, and even less has done so in non-Western populations. We employed network analysis to investigate the co-occurrence of disordered eating symptoms, big-five personality traits, and psychological distress in Chinese adults.

METHOD

A sample of 500 Chinese adults (256 men) completed measures assessing big-five personality traits, psychological distress, and disordered eating symptoms. The network of personality traits, psychological distress, and disordered eating symptoms was estimated, including its central and bridge nodes.

RESULTS

The central nodes in the network were the facets of openness (like adventure), extraversion (like going to social and recreational parties), and disordered eating symptoms (dissatisfaction with body weight or shape). Moreover, certain facets of neuroticism (always worrying something bad will happen), psychological distress (feeling worthless), and an inverse facet of extraversion (bored by parties with lots of people) were identified as essential bridge nodes in maintaining the structure of the network.

CONCLUSION

Our findings suggest that personality traits (e.g., openness and extraversion) and body dissatisfaction are important in maintaining the network in a community sample of Chinese adults. While future replication is needed, findings from this study suggest that individuals with negative self-thinking, predisposed neuroticism, and extraversion may be at risk of developing disordered eating symptoms.

PUBLIC SIGNIFICANCE

The present study contributes to existing knowledge by employing a network perspective to examine the associations between disordered eating symptoms, big-five personality traits, and psychological distress in a Chinese adult community sample. The identified facets of neuroticism and extraversion and symptoms of psychological distress may be worthy of targeting in the prevention and treatment of disordered eating in the Chinese context.

Eating disorders, primary care, and stigma: an analysis of research trends and patterns

Eating disorders (EDs) are a growing concern affecting millions worldwide. Early detection and treatment are crucial, but stigma can prevent people from seeking help. Primary care providers can play a critical role in early detection by coordinating care with other professionals. Understanding the research landscape on EDs, primary care, and stigma is essential for identifying knowledge gaps to direct future research and improve management. In this study, we aimed to analyze the scientific trends and patterns in research about EDs, primary care, and stigma. A bibliometric analysis was conducted using the Web of Science database to collect articles published between May 1986 and May 2023. Bibliometric indicators were utilized to examine authorship, collaboration patterns, and influential papers. Topic analysis was performed to identify stigma-related terms within the dataset. A total of 541 research articles were analyzed, and it was found that the average number of publications per year has increased linearly from nearly zero in 1986 to 41 in 2022. One of the study's main findings is that despite this linear increase over the years, the subject of stigma did not take a prominent place in the literature. Only a few stigma concepts could be identified with the topic analysis. The authors in the field are also interested in; screening, neurotic symptoms, training, adolescent, obesity-related conditions, and family. One-third of all publications were from 15 journals. However, only two of them were primary healthcare journals. Leading authors' collaborations were another critical finding from the network analysis. This may help to expand primary care related EDs research to end the mental health stigma. This study provides insights into the research trends and patterns regarding eating disorders, primary care, and stigma. Our findings highlight the need to address primary care's impact and stigma on EDs. The identified research gaps can guide future studies to improve the prevention, diagnosis, and treatment of eating disorders in primary care settings.

Adding mini meals to a nasogastric refeeding protocol for patients with eating disorders can be achieved on general hospital wards

BACKGROUND

Treatment of medically compromised patients with eating disorders is difficult in general hospital wards. There is currently no consensus on the best feeding method; however, previous research has demonstrated the safety of using enteral feeding. Because an oral diet has benefits on psychological and behavioural pathways, concurrent feeding requires further investigation. The present study aimed to examine acceptability and safety of implementing mini meals to a previously nil-by-mouth 7-day enteral feeding protocol.

METHODS

This was mixed methods research including a retrospective observational study and participant survey. Patients admitted to a tertiary hospital in Brisbane, Australia, between July 2020 and March 2021 were eligible. Eligible participants were provided mini meals from day 5. Type and quantity of meals consumed alongside clinical incident data were collected. The survey examined acceptability of mini meals. Descriptive statistics were used to interpret findings. Content analyses were conducted on survey responses.

RESULTS

Sixty-four participants (95%, n = 57/60 female, 25.2 ± 8.9 years; 75%, n = 45/60 diagnosed with anorexia nervosa) were included. At least half of the participants consumed some or all of the mini meals at each meal period. No clinical incidents were reported. Twenty-six (50%, n = 26/52) surveys were returned. Half (54%, n = 14/26) agreed-strongly agreed that mini meals improved their experience. Eleven participants desired more choice in menu items.

CONCLUSIONS

The present study found that introducing mini meals into an enteral feeding protocol is acceptable and safe for patients with eating disorders. Participants reported benefits in returning to eating; however, some items on the menu require reconsideration to enable increased consumption.

Research trends of exercise therapy of college students in depression from 2002 to 2022: a bibliometric analysis

Background

Depression is a serious psychological disorder that college students are experiencing. College students' depression problems, which can be caused by various factors, have been easily ignored and untreated. In recent years, exercise, as a low-cost and easily accessible method for treating depression, has attracted widespread attention. The purpose of this study is to use bibliometrics to explore the hotspots and trends in the field of exercise therapy of college students in depression from 2002 to 2022.

Methods

We retrieved relevant literature from the Web of Science (WoS), PubMed, and Scopus databases, and generated a ranking table to describe the core productivity in the field. We used VOSViewer software to generate network maps of authors, countries, co-cited journals, and co-occurring keywords to help us better understand the scientific collaboration patterns, potential disciplinary foundations, as well as research hotspots and trends in this field.

Results

From 2002 to 2022, a total of 1,397 articles related to exercise therapy of college students in depression were selected. The key findings of this study are as follows: (1) the number of publications has gradually increased, especially after 2019; (2) United States and its affiliated higher education institutions have made significant contributions to the development of this field; (3) there are multiple research groups in this field, but their connections are relatively limited; (4) the field is relatively interdisciplinary, primarily a convergence of behavioral science, public health, and psychology; (5) based on co-occurring keyword analysis, six main themes were summarized: health-promoting factors, body image, negative behaviors, increased stress, depression coping strategies, and diet.

Conclusion

Our study illustrates the research hotspots and trends for the research of exercise therapy of college students in depression, presents some challenges and new insights, and provides valuable information for further research.

Associations among retrospective parenting styles, retrospective food parenting, and current eating behaviors in Chinese adults

The current study explored the relationships between retrospective parenting styles and food parenting in childhood (≤ 12 years old) and Chinese adults' current maladaptive and adaptive eating behaviors. We recruited 501 Chinese adults (50.30% men, aged 19-46 years). A set of questionnaires were used to measure retrospective parenting styles (i.e., emotional warmth, rejection, and overprotection), food parenting (i.e., parental concern, monitoring, pressure to eat, and restriction), and current maladaptive (i.e., disordered eating) and adaptive (i.e., intuitive eating) eating behaviors. Correlation and mediation analyses were employed to analyze these data. Results revealed that retrospective parenting styles and food parenting were significantly related to current maladaptive and adaptive eating behaviors in both Chinese men and women. Mediation analyses showed that higher retrospective parental warmth was related to higher retrospective parental concern which, in turn, was related to higher current disordered eating in men (indirect effect = 0.14, 95% CI 0.08, 0.24). Furthermore, higher retrospective parental overprotection was related to higher retrospective parental pressure to eat which, in turn, was related to higher current disordered eating in men (indirect effect = 0.06, 95% CI 0.01, 0.14). For women, higher retrospective parental warmth was associated with higher retrospective parental concern which, in turn, was associated with lower current intuitive eating in women (indirect effect = -0.04, 95% CI = -0.10, -0.01). Furthermore, higher retrospective parental overprotection was associated with higher retrospective parental concern which, in turn, was associated with lower current intuitive eating in women (indirect effect = -0.03, 95% CI = -0.08, -0.004). The findings indicate the importance of including childhood parenting styles and food parenting in future research and intervention of adults' current maladaptive and adaptive eating behaviors.

Exploring the links between celebrity worship, body dissatisfaction, and disordered eating among young adult celebrity worshippers in China

Considerable evidence exists on the associations of celebrity worship with body dissatisfaction and disordered eating. However, relevant findings are confined to Western contexts and thinness-oriented body dissatisfaction and disordered eating. Consequently, the relationships of celebrity worship with muscularity-oriented body dissatisfaction and disordered eating are largely underexplored, especially in non-Western countries. Thus, the present study aimed to examine the relationships of celebrity worship with body dissatisfaction and disordered eating in China. A total of 593 young adult celebrity worshippers in China were recruited online. Correlation and mediation analyses were conducted. In contrast to previous findings, celebrity worship was not associated with thinness-oriented body dissatisfaction. However, significant associations were identified between celebrity worship and muscularity-oriented body dissatisfaction for men (r = 0.32, p < .001) and women (r = 0.26, p < .001), thinness-oriented disordered eating for men (r = 0.31, p < .001) and women (r = 0.37, p < .001), and muscularity-oriented disordered eating for men (r = 0.58, p < .001). Body image inflexibility mediated the associations between celebrity worship and disordered eating in men and women. Findings indicate that celebrity worship correlates positively with body dissatisfaction and disordered eating in Chinese young adults.

Validation of the muscularity-oriented eating test in adult women in China

OBJECTIVE

Research on muscularity-oriented disordered eating has grown in recent years. However, the bulk of this research has focused on men and Western populations. Limited research is available in non-Western populations of women (e.g., China) which is likely due to the lack of valid instruments in these populations. Thus, the current study aimed to describe the validity and reliability of the Muscularity-Oriented Eating Test (MOET) in Chinese women.

METHOD

Two online surveys (survey one: n = 599, M_age = 29.49, SD = 7.36; survey two: n = 201, M_age = 28.42, SD = 7.76) were conducted to explore the psychometric properties of the MOET in Chinese women. In survey one, the factor structure of the MOET was examined via exploratory and confirmatory factor analyses (EFA and CFA). Internal consistency reliability and convergent and incremental validity of the MOET were also assessed. In survey two, test-retest reliability across a 2-week interval was examined.

RESULTS

EFA and CFA provided support for the unidimensional factor structure of the MOET in Chinese adult women. The MOET presented good internal consistency and test-retest reliability and convergent validity via large, positive associations with theoretically related constructs (e.g., thinness-oriented disordered eating, drive for muscularity, and psychosocial impairment). Finally, muscularity-oriented disordered eating described unique variance in psychosocial impairment, providing support for the incremental validity of the MOET.

DISCUSSION

The sound psychometric structure of the MOET was supported in Chinese women. Continued research is needed to describe muscularity-oriented disordered eating in Chinese women to contribute to this significant gap in the literature.

PUBLIC SIGNIFICANCE

The Muscularity-Oriented Eating Test (MOET) is a measure specifically developed for assessing muscularity-oriented disordered eating. This study examined the validity and reliability of the MOET in Chinese women. The results showed that the MOET had sound validity and reliability in Chinese women. Thus, the MOET is a valuable tool for advancing the understanding of the muscularity-oriented disordered eating of women from the Chinese context.

40 years of research on eating disorders in domain-specific journals: Bibliometrics, network analysis, and topic modeling

Previous studies have used a query-based approach to search and gather scientific literature. Instead, the current study focused on domain-specific journals in the field of eating disorders. A total of 8651 documents (since 1981 to 2020), from which 7899 had an abstract, were retrieved from: International Journal of Eating Disorders (n = 4185, 48.38%), Eating and Weight Disorders (n = 1540, 17.80%), European Eating Disorders Review (n = 1461, 16.88%), Eating Disorders (n = 1072, 12.39%), and Journal of Eating Disorders (n = 393, 4.54%). To analyze these data, diverse methodologies were employed: bibliometrics (to identify top cited documents), network analysis (to identify the most representative scholars and collaboration networks), and topic modeling (to retrieve major topics using text mining, natural language processing, and machine learning algorithms). The results showed that the most cited documents were related to instruments used for the screening and evaluation of eating disorders, followed by review articles related to the epidemiology, course and outcome of eating disorders. Network analysis identified well-known scholars in the field, as well as their collaboration networks. Finally, topic modeling identified 10 major topics whereas a time series analysis of these topics identified relevant historical shifts. This study discusses the results in terms of future opportunities in the field of eating disorders.

Examining appearance pressures, thinness and muscularity internalizations, and social comparisons as correlates of drive for muscularity and thinness-oriented disordered eating in Chinese heterosexual men and women: Testing an integrated model

Given existing empirical support for the tripartite influence and social comparison models to explain variance in body dissatisfaction and disordered eating across diverse populations in the Western context, research is needed to describe these models in non-Western populations. The present study tested an integrated model inclusive of appearance pressures, thinness and muscularity internalizations, and social comparisons in relation to drive for muscularity and thinness-oriented disordered eating in heterosexual Chinese adult men (n = 510) and women (n = 473). Separated by gender, two integrated models had good fit statistics per structural equation modeling. In men and women, higher appearance pressures were uniquely related to higher drive for muscularity and thinness-oriented disordered eating. In men and women, higher thinness and muscularity internalizations were uniquely related to higher thinness-oriented disordered eating and drive for muscularity, respectively. In men and women, higher upward body image comparisons were uniquely related to higher drive for muscularity, and in men only, higher downward body image comparisons were uniquely related to higher thinness-oriented disordered eating. The present findings, which extend theories of eating pathology, may aid in improving treatment efforts for body dissatisfaction and disordered eating in heterosexual Chinese adult men and women.

A Retrospective Literature Review of Eating Disorder Research (1990–2021): Application of Bibliometrics and Topical Trends

Despite the growing importance of eating disorders in society and academic literature, only a few bibliometric review studies using bibliometric analysis were available. Hence, this study aimed to explore and uncover hidden research topics and patterns in articles in terms of eating disorders over the last 30 years. In total, 4111 articles on eating disorders were analyzed using bibliometrics, network analyses, and structural topic modeling as the basis of mixed methods. In addition to general statistics about the journal, several key research topics, such as eating disorder (ED) treatment, ED symptoms, factors triggering ED, family related factors, eating behaviors, and social factors, were found based on topic correlations. This study found the key research variables that are frequently studied with EDs, such as AN, BN, BED, and ARFID. This study may help clinicians comprehend important risk factors associated with EDs. Moreover, the findings about key ED research topics and their association can be helpful for future studies to construct a comprehensive ED research framework. To our knowledge, this is the first study to use topic modeling in an academic journal on EDs and examine the diversity in ED research over 30 years of published research.