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1.
Int J Eat Disord ; 57(3): 543-547, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38297971

RESUMO

This Virtual Issue of the International Journal of Eating Disorders honors the legacy of the late Dr. C. Barr Taylor in the eating disorders (EDs) field. For decades, Dr. Taylor led the way in not only conducting the research needed to achieve the ultimate goal of making affordable, accessible, and evidence-based care for EDs available to all, but also nurturing the next generation of scientific leaders and innovators. Articles included in this Virtual Issue are a selection of Dr. Taylor's published works in the Journal in the past decade, spanning original research, ideas worth researching, commentaries, and a systematic review. We hope this Virtual Issue will inspire the next generation of research in EDs, and equally, if not more importantly, the next generation of young investigators in the field. We urge the field to continue and build upon Dr. Taylor's vision-to increase access to targeted prevention and intervention for EDs in innovative and forward-thinking ways-while embracing his unique and powerful mentorship style to lift up early career investigators and create a community of leaders to address and solve our field's biggest challenges.


Assuntos
Transtornos da Alimentação e da Ingestão de Alimentos , Humanos , Transtornos da Alimentação e da Ingestão de Alimentos/terapia
2.
Asian Am J Psychol ; 14(1): 96-113, 2023 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37283957

RESUMO

This study used focus group methodology to identify culturally-specific barriers to, and facilitators of, eating disorder (ED) treatment-seeking for South Asian (SA) American women. Seven focus groups were conducted with 54 participants (Mage=20.11 years, SD=2.52), all of whom had lived in the United States (US) for at least three years (63.0% of the sample was born in the US). Transcripts were independently coded by a team of researchers (n=4) and the final codebook included codes present in at least half of the transcripts. Thematic analysis identified salient themes (barriers, n=6; facilitators, n=3) for SA American women. Barriers to ED-treatment seeking were inextricable from barriers to mental health treatment, more broadly. In addition to generalized mental health stigma, participants cited social stigma (i.e., a pervasive fear of social ostracization), as a significant treatment-seeking barrier. Additional barriers were: cultural influences on the etiology and treatment of mental illness, parents' unresolved mental health concerns (usually tied to immigration), healthcare providers' biases, general lack of knowledge about EDs, and minimal SA representation within ED research/clinical care. To address these obstacles, participants recommended that clinicians facilitate intergenerational conversations about mental health and EDs, partner with SA communities to create targeted ED psychoeducational health campaigns, and train providers in culturally-sensitive practices for detecting and treating EDs. SA American women face multiple family, community, and institutional barriers to accessing mental health treatment generally, which limits their ability to access ED-specific care. Recommendations to improve ED treatment access include: (a) campaigns to destigmatize mental health more systematically, (b) collaboration with SA communities and, (c) and training providers in culturally-sensitive care.

3.
J Consult Clin Psychol ; 91(5): 280-284, 2023 May.
Artigo em Inglês | MEDLINE | ID: mdl-36634022

RESUMO

OBJECTIVE: The Student Bodies-Eating Disorders intervention (SB-ED), a digital cognitive behavior therapy-guided self-help intervention for college women with an eating disorder, is effective for reducing eating disorder psychopathology. The purpose of this study was to evaluate moderators and mediators of the SB-ED intervention. To our knowledge, this is the first evaluation of clinical mediators of a digital intervention for women with eating disorders. METHOD: This is an exploratory secondary analysis of a cluster randomized trial comparing the SB-ED intervention to referral to usual care among 690 women at 27 United States colleges. Moderators included body mass index (BMI), race, ethnicity, weight/shape concerns, eating disorder impairment, thin ideal internalization, depression, anxiety, and motivation for treatment, assessed at baseline. Thin ideal internalization and depressive symptoms were tested as predictors at postintervention and mediators at 2-year follow-up. Outcome was change in global eating disorder psychopathology. RESULTS: BMI moderated the effect of the intervention at follow-up (but not posttreatment), with individuals with a lower BMI experiencing more continued improvements in eating disorder psychopathology following the intervention than individuals with a higher BMI. Thin ideal internalization mediated the effect of the intervention at follow-up, and depression partially mediated the effect of the intervention at follow-up. CONCLUSIONS: Results of the mediator analyses suggest that helping college women reduce inflated internalization of the thin ideal and improve depressive symptoms leads to improvements in eating disorder psychopathology. Results also suggest opportunities to optimize the intervention so individuals across the BMI spectrum experience ongoing improvements over time. (PsycInfo Database Record (c) 2023 APA, all rights reserved).


Assuntos
Terapia Cognitivo-Comportamental , Transtornos da Alimentação e da Ingestão de Alimentos , Humanos , Feminino , Resultado do Tratamento , Terapia Cognitivo-Comportamental/métodos , Transtornos da Alimentação e da Ingestão de Alimentos/terapia , Índice de Massa Corporal , Redução de Peso
4.
Eat Disord ; 31(2): 191-199, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36178245

RESUMO

Digital guided self-help for eating disorders (GSH-ED) can reduce treatment disparities. Understanding program participants' interests throughout the program can help adapt programs to the service users' needs. Participants were 383 college students receiving a digital GSH-ED, who were each assigned a coach to help them better utilize the intervention through text correspondence. A thematic and affective analysis of the texts participants had sent found they primarily focused on: strategies for changing their ED-related cognitions, behaviors, and relationships; describing symptoms without expressing an active endeavor to change; and participants' relationship with their coach. Most texts also expressed affect, demonstrating emotional engagement with the intervention. Findings suggest that participants in GSH-ED demonstrate high involvement with the intervention, and discuss topics that are similar to those reported in clinician-facilitated interventions. The themes discussed by digital program participants can inform future iterations of GSH-ED, thereby increasing scalability and accessibility of digital evidence-based ED interventions.


Assuntos
Transtornos da Alimentação e da Ingestão de Alimentos , Envio de Mensagens de Texto , Humanos , Comportamentos Relacionados com a Saúde , Transtornos da Alimentação e da Ingestão de Alimentos/terapia , Estudantes
5.
Int J Eat Disord ; 55(4): 481-493, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-35261058

RESUMO

OBJECTIVE: This study evaluated the factor structure and invariance of the Eating Disorder Examination-Questionnaire (EDE-Q) in a sample of Asian/Hawaiian/Pacific Islander (n = 163), Black (n = 155), and White (n = 367) American university men. METHOD: Twelve different EDE-Q factor structures reported in the literature were evaluated using multi-group confirmatory factor analyses, and measurement invariance assessed. RESULTS: A respecified four-factor structure proposed by Parker et al. (2016) showed superior fit and was invariant across groups. Significant differences emerged across all latent factors, with small to medium effects. Asian/Hawaiian/Pacific Islander men reported significantly higher scores on factors assessing Appearance Concern, Overvaluation of Shape/Weight, and Eating Concerns, and were more likely to endorse regular objective binge eating (OBE) and fasting episodes than their Black and White peers. Both White and Asian/Hawaiian/Pacific Islander men reported greater dietary restraint than Black men. Among this sample, frequencies of regular compensatory exercise ranged from 10% to 16%, fasting 6% to 14%, and OBEs 1% to 10%. DISCUSSION: Results provide further support for the use of alternate EDE-Q factor structures, especially among non-White men. In this study, Asian/Hawaiian/Pacific Islander men reported the highest levels of ED psychopathology relative to White and Black men, indicating they might be particularly vulnerable to EDs. PUBLIC SIGNIFICANCE: This study failed to find support for using the original Eating Disorder Examination-Questionnaire four-factor structure to detect disordered eating in Asian, Black, and White American college men. An alternate model proposed by Parker et al. in 2016 may be more appropriate. Asian men also reported the highest levels of eating psychopathology relative to their peers, suggesting they may be at high risk for developing eating disorders.


Assuntos
Transtornos da Alimentação e da Ingestão de Alimentos , Transtornos da Alimentação e da Ingestão de Alimentos/diagnóstico , Havaí , Humanos , Masculino , Psicometria/métodos , Inquéritos e Questionários , Universidades
6.
Int J Eat Disord ; 55(4): 463-469, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-35092322

RESUMO

Promoting representation of historically marginalized racial and ethnic populations in the eating disorders (EDs) field among professionals and the populations studied and served has long been discussed, with limited progress. This may be due to a reinforcing feedback loop in which individuals from dominant cultures conduct research and deliver treatment, participate in research, and receive diagnoses and treatment. This insularity maintains underrepresentation: EDs in historically marginalized populations are understudied, undetected, and undertreated. An Early Career Investigators Workshop generated recommendations for change that were not inherently novel but made apparent that accountability is missing. This paper serves as a call to action to spearhead a paradigm shift from equality to equity in the ED field. We provide a theoretical framework, suggest ways to disrupt the feedback loop, and summarize actionable steps to increase accountability in ED leadership and research toward enhancing racial/ethnic justice, equity, diversity, and inclusion (JEDI). These actionable steps are outlined in the service of challenging our field to reflect the diversity of our global community. We must develop and implement measurable metrics to assess our progress toward increasing diversity of underrepresented racial/ethnic groups and to address JEDI issues in our providers, patients, and research participants.


Assuntos
Etnicidade , Transtornos da Alimentação e da Ingestão de Alimentos , Transtornos da Alimentação e da Ingestão de Alimentos/diagnóstico , Transtornos da Alimentação e da Ingestão de Alimentos/terapia , Humanos , Grupos Raciais , Responsabilidade Social
7.
Body Image ; 40: 103-109, 2022 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-34896896

RESUMO

Thin ideal internalization is a risk factor for disordered eating behaviors, poor body image, and eating disorders (EDs). This paper evaluated the psychometric properties of a novel measure, the Perceived Benefits of Thinness Scale (PBTS), which assesses how individuals feel being thinner would affect various aspects of their lives. Three separate studies with unique samples of college-aged women over 18 years were conducted to assess reliability and validity. In Study 1, exploratory and confirmatory factor analyses suggested all PBTS items loaded onto one factor that was distinct from a measure of weight and shape concerns. A large correlation between changes in PTBS scores and changes in ED psychopathology scores over 8 months (r = .57, p < .01) suggested sensitivity to change. Greater severity in ED pathology was also associated with higher scores on the PBTS. In Study 2, the PBTS showed good test-retest reliability (r = .84, p < .001) and, in Study 3, expected correlations with existing measures of thin ideal internalization (rs = .38-.60, ps < .001). Overall, the PBTS displayed good factor structure, reliability, concurrent validity, and sensitivity to change. By emphasizing social, emotional, and quality of life benefits, the PBTS may serve clinicians, researchers, and patients in understanding thin ideal internalization and associated ED risk.


Assuntos
Transtornos da Alimentação e da Ingestão de Alimentos , Magreza , Imagem Corporal/psicologia , Transtornos da Alimentação e da Ingestão de Alimentos/diagnóstico , Feminino , Humanos , Psicometria , Qualidade de Vida , Reprodutibilidade dos Testes , Inquéritos e Questionários , Magreza/psicologia , Adulto Jovem
8.
Qual Health Res ; 31(13): 2512-2527, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34382899

RESUMO

This study used focus group methodology to examine South Asian (SA) American women's conceptualizations of eating disorders (EDs) and body dissatisfaction, and their perspectives regarding cultural influences on these conditions. Using a qualitative descriptive approach, seven focus groups were conducted (N = 54, mean age = 20.11 years, SD = 2.52). Themes (n = 15) were organized according to the amended objectification theory framework. Women described experiences of cultural stressors specifically related to living in the United States, and weight stigma from multiple sources, especially older women (e.g., mothers, relatives, and aunties). Participants also experienced pressures to achieve competing body and appearance ideals ("thin" and "healthy"). In addition, they reported pressures to possess light skin, dark black hair, minimal body hair, and marry young, and noted these pressures negatively impacted their body esteem. Findings indicate that a combination of "traditional" and culturally-influenced factors are important to consider when conceptualizing eating pathology and body image in young SA American women.


Assuntos
Imagem Corporal , Transtornos da Alimentação e da Ingestão de Alimentos , Adulto , Idoso , Asiático , Feminino , Grupos Focais , Hispânico ou Latino , Humanos , Estados Unidos , Adulto Jovem
9.
Eat Behav ; 41: 101482, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33609964

RESUMO

OBJECTIVE: Examine how eating disorder (ED) correlates, ED-related clinical impairment, general psychopathology, and ED diagnoses differ across weight statuses in a sample of university women with EDs. METHOD: Participants were 690 women from 28 U.S. universities who screened positive for an ED (with the exception of anorexia nervosa [AN]) and participated in the Healthy Body Image Program study. ED correlates, ED-related clinical impairment, general psychopathology (i.e., depression and anxiety), and ED diagnoses were compared across weight statuses (i.e., healthy weight, overweight, obesity) using analyses of variance and chi-square tests. RESULTS: Women with EDs and overweight or obesity had higher levels of, perceived benefit of thinness, depressive symptoms, anxiety, and weight/shape concerns (obesity only) than those with healthy weight (ps ≤ .017). Compared to those with healthy weight, those with obesity had higher rates of clinical and sub-clinical binge eating disorder and lower rates of bulimia nervosa (p < .001). DISCUSSION: Overweight and obesity in individuals with EDs, excluding AN, are associated with greater severity of ED correlates, ED-related clinical impairment, and co-morbid general psychopathology. The current study highlights the need to consider weight status in ED treatment and for optimization of ED treatments to address shared risk factors between EDs and overweight and obesity.


Assuntos
Bulimia Nervosa , Transtornos da Alimentação e da Ingestão de Alimentos , Transtornos da Alimentação e da Ingestão de Alimentos/diagnóstico , Transtornos da Alimentação e da Ingestão de Alimentos/epidemiologia , Feminino , Humanos , Obesidade/epidemiologia , Sobrepeso/epidemiologia , Universidades
10.
J Am Coll Health ; 69(8): 976-981, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-31971482

RESUMO

Objective: This study examined the associations between insomnia, anxiety, and depression in college women with eating disorders (EDs). Participants: Six hundred and ninety women from 28 US colleges who screened positive for an ED were assessed for psychiatric comorbidities. Women were, on average, 22.12 years old, mostly White (60.1%) and undergraduates (74.3%). Methods: Two mediation models were tested to determine if depression and/or anxiety mediated the relationship between insomnia and ED symptomatology. Results: One-fifth of the sample (21.7%) reported clinically moderate and severe levels of insomnia. Both depression (B = .13, p <. 001) and anxiety (B = .13, p <. 001) significantly mediated the relationship between insomnia and ED psychopathology. Conclusions: Insomnia is relatively common in college-age women with EDs. Findings suggest that this association between ED and sleep disturbances can be explained, in part, by changes in depression and anxiety. Clinicians should consider incorporating mental health assessments for insomnia, depression, and anxiety into current ED prevention, intervention, and screening efforts on college campuses.


Assuntos
Transtornos da Alimentação e da Ingestão de Alimentos , Distúrbios do Início e da Manutenção do Sono , Adulto , Ansiedade/epidemiologia , Depressão/epidemiologia , Transtornos da Alimentação e da Ingestão de Alimentos/complicações , Transtornos da Alimentação e da Ingestão de Alimentos/epidemiologia , Feminino , Humanos , Distúrbios do Início e da Manutenção do Sono/complicações , Distúrbios do Início e da Manutenção do Sono/epidemiologia , Estudantes , Universidades , Adulto Jovem
11.
Int J Eat Disord ; 54(2): 148-154, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-33283330

RESUMO

OBJECTIVE: To determine the prevalence and association between disordered eating attitudes and body shape concerns in a sample of North Indian Kathak dancers. METHOD: Participants were 206 Kathak female dancers and 235 healthy controls, ages 18-45 years. Participants completed questionnaires assessing demographics, disordered eating attitudes, and body dissatisfaction. Pearson correlations assessed the association between the disordered eating attitudes and body dissatisfaction, and binary logistic regression identified the risk of having a possible eating disorder. RESULTS: Kathak dancers reported significantly greater disordered eating attitudes compared to controls (12.1% vs. 5.9%, p = .023). Dancers endorsed greater dieting behaviors (M = 5.6 vs. 4.5, p = .031), and binge eating episodes (p < .001) relative to their counterparts. Body dissatisfaction was significantly positively correlated with disordered eating attitudes among the dancers (p < .001). Dancers with elevated body shape concerns were five times more likely to report disordered eating attitudes, relative to their peers (p < .001). DISCUSSION: Disordered eating attitudes and body shape concerns are prevalent among North Indian Kathak dancers. Future research should aim to develop targeted prevention and intervention programs that focus on reducing these behaviors and promoting a positive body image to mitigate the risk of disordered eating among this group.


Assuntos
Atitude , Transtornos da Alimentação e da Ingestão de Alimentos , Somatotipos , Adolescente , Adulto , Estudos de Casos e Controles , Dança , Transtornos da Alimentação e da Ingestão de Alimentos/epidemiologia , Transtornos da Alimentação e da Ingestão de Alimentos/psicologia , Feminino , Humanos , Índia/epidemiologia , Pessoa de Meia-Idade , Somatotipos/psicologia , Inquéritos e Questionários , Adulto Jovem
12.
Int J Eat Disord ; 54(1): 40-53, 2021 01.
Artigo em Inglês | MEDLINE | ID: mdl-33336841

RESUMO

OBJECTIVE: The purpose of this study was to investigate the changing profile of the phenotypic expression of eating disorders (EDs) and related sociocultural factors in Japan between 1700 and 2020. METHOD: The authors conducted a systematic scoping review in accordance with the PRISMA statement guidelines for scoping reviews. RESULTS: Findings indicate that Kampo doctors reported more than 50 patients with restrictive EDs in the 1700s, when Japan adopted a national isolation policy. On the other hand, only a few reports of EDs were found between 1868 and 1944, when rapid Westernization occurred. After World War II, providers began diagnosing patients with anorexia nervosa (AN) around 1960. Patients reported experiencing fat phobia, but did not engage in restriction for achieving slimness. However, after the 1970s, Japan experienced a rise in patients with AN who engaged in restriction to achieve thinness. Cases of patients who engaged in binge/purge symptomatology increased after the 1980s, followed by a steady increase in total ED cases after the 1990s. At various time points, providers attributed family conflicts, internalization of a thin ideal of beauty, changing food environments, and pressures associated with traditional gender roles to the onset and maintenance of EDs in Japan. DISCUSSION: Findings reveal that restrictive EDs were present as early as the 18th century; Japanese patients may present with both "typical" and "atypical" forms of AN; ED symptoms can persist in the absence of Western influence; and sociocultural factors, such as gender-specific stressors and family dynamics, may contribute to EDs for Japanese populations.


Assuntos
Transtornos da Alimentação e da Ingestão de Alimentos , Transtornos da Alimentação e da Ingestão de Alimentos/epidemiologia , História do Século XVII , História do Século XVIII , História do Século XIX , História do Século XX , História do Século XXI , Humanos , Japão/epidemiologia , Fatores Socioeconômicos
13.
Int J Eat Disord ; 53(11): 1868-1874, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32918315

RESUMO

OBJECTIVE: To examine eating disorder (ED) symptomatology, related clinical impairment, and comorbid psychopathology in college women with EDs across five racial and two ethnic groups. METHOD: Participants were 690 women from 28 US universities who screened positive for an ED. Thirteen variables assessing ED symptoms, related clinical impairment, and comorbid psychopathology were compared across racial and ethnic groups using analyses of variance (ANOVAs) and independent samples t-tests. RESULTS: Across racial groups, significant differences emerged in binge eating and laxative use. Asian women reported significantly more binge eating than White women (p < .01). Individuals self-identified as the "Other" racial group reported greater laxative use than Asian and White women (ps ≤ .01). No other significant differences emerged across all other variables (ps ≥ .13). Across ethnic groups, Hispanic women reported significantly more laxative use (p < .01), and more comorbid insomnia symptoms (p = .03) than non-Hispanic women. No other significant differences were observed (ps ≥ .24). DISCUSSION: Findings suggest that binge eating, laxative use, and insomnia symptoms differ across racial and ethnic groups in US college women who screened positive for EDs. Findings can inform tailoring of ED screening to reduce current disparities in these underrepresented populations.


Assuntos
Transtornos da Alimentação e da Ingestão de Alimentos/diagnóstico , Psicopatologia/métodos , Adolescente , Adulto , Transtorno da Compulsão Alimentar/etnologia , Etnicidade , Feminino , Humanos , Universidades , Adulto Jovem
14.
JAMA Netw Open ; 3(8): e2015633, 2020 08 03.
Artigo em Inglês | MEDLINE | ID: mdl-32865576

RESUMO

Importance: Eating disorders (EDs) are common, serious psychiatric disorders on college campuses, yet most affected individuals do not receive treatment. Digital interventions have the potential to bridge this gap. Objective: To determine whether a coached, digital, cognitive behavior therapy (CBT) intervention improves outcomes for college women with EDs compared with referral to usual care. Design, Setting, and Participants: This cluster randomized trial was conducted from 2014 to 2018 at 27 US universities. Women with binge-purge EDs (with both threshold and subthreshold presentations) were recruited from enrolled universities. The 690 participants were followed up for up to 2 years after the intervention. Data analysis was performed from February to September 2019. Interventions: Universities were randomized to the intervention, Student Bodies-Eating Disorders, a digital CBT-guided self-help program, or to referral to usual care. Main Outcomes and Measures: The main outcome was change in overall ED psychopathology. Secondary outcomes were abstinence from binge eating and compensatory behaviors, as well as ED behavior frequencies, depression, anxiety, clinical impairment, academic impairment, and realized treatment access. Results: A total of 690 women with EDs (mean [SD] age, 22.12 [4.85] years; 414 [60.0%] White; 120 [17.4%] Hispanic; 512 [74.2%] undergraduates) were included in the analyses. For ED psychopathology, there was a significantly greater reduction in the intervention group compared with the control group at the postintervention assessment (ß [SE], -0.44 [0.10]; d = -0.40; t1387 = -4.23; P < .001), as well as over the follow-up period (ß [SE], -0.39 [0.12]; d = -0.35; t1387 = -3.30; P < .001). There was not a significant difference in abstinence from any ED behaviors at the postintervention assessment (odds ratio, 1.48; 95% CI, 0.48-4.62; P = .50) or at follow-up (odds ratio, 1.51; 95% CI, 0.63-3.58; P = .36). Compared with the control group, the intervention group had significantly greater reductions in binge eating (rate ratio, 0.82; 95% CI, 0.70-0.96; P = .02), compensatory behaviors (rate ratio, 0.68; 95% CI, 0.54-0.86; P < .001), depression (ß [SE], -1.34 [0.53]; d = -0.22; t1387 = -2.52; P = .01), and clinical impairment (ß [SE], -2.33 [0.94]; d = -0.21; t1387 = -2.49; P = .01) at the postintervention assessment, with these gains sustained through follow-up for all outcomes except binge eating. Groups did not differ in terms of academic impairment. The majority of intervention participants (318 of 385 participants [83%]) began the intervention, whereas only 28% of control participants (76 of 271 participants with follow-up data available) sought treatment for their ED (odds ratio, 12.36; 95% CI, 8.73-17.51; P < .001). Conclusions and Relevance: In this cluster randomized clinical trial comparing a coached, digital CBT intervention with referral to usual care, the intervention was effective in reducing ED psychopathology, compensatory behaviors, depression, and clinical impairment through long-term follow-up, as well as realizing treatment access. No difference was found between the intervention and control groups for abstinence for all ED behaviors or academic impairment. Given its scalability, a coached, digital, CBT intervention for college women with EDs has the potential to address the wide treatment gap for these disorders. Trial Registration: ClinicalTrials.gov Identifier: NCT02076464.


Assuntos
Terapia Cognitivo-Comportamental/métodos , Transtornos da Alimentação e da Ingestão de Alimentos/terapia , Adolescente , Adulto , Feminino , Humanos , Internet , Autocuidado , Resultado do Tratamento , Estados Unidos , Adulto Jovem
15.
J Med Internet Res ; 22(2): e13855, 2020 02 19.
Artigo em Inglês | MEDLINE | ID: mdl-32130118

RESUMO

BACKGROUND: Digital health interventions (DHIs) are poised to reduce target symptoms in a scalable, affordable, and empirically supported way. DHIs that involve coaching or clinical support often collect text data from 2 sources: (1) open correspondence between users and the trained practitioners supporting them through a messaging system and (2) text data recorded during the intervention by users, such as diary entries. Natural language processing (NLP) offers methods for analyzing text, augmenting the understanding of intervention effects, and informing therapeutic decision making. OBJECTIVE: This study aimed to present a technical framework that supports the automated analysis of both types of text data often present in DHIs. This framework generates text features and helps to build statistical models to predict target variables, including user engagement, symptom change, and therapeutic outcomes. METHODS: We first discussed various NLP techniques and demonstrated how they are implemented in the presented framework. We then applied the framework in a case study of the Healthy Body Image Program, a Web-based intervention trial for eating disorders (EDs). A total of 372 participants who screened positive for an ED received a DHI aimed at reducing ED psychopathology (including binge eating and purging behaviors) and improving body image. These users generated 37,228 intervention text snippets and exchanged 4285 user-coach messages, which were analyzed using the proposed model. RESULTS: We applied the framework to predict binge eating behavior, resulting in an area under the curve between 0.57 (when applied to new users) and 0.72 (when applied to new symptom reports of known users). In addition, initial evidence indicated that specific text features predicted the therapeutic outcome of reducing ED symptoms. CONCLUSIONS: The case study demonstrates the usefulness of a structured approach to text data analytics. NLP techniques improve the prediction of symptom changes in DHIs. We present a technical framework that can be easily applied in other clinical trials and clinical presentations and encourage other groups to apply the framework in similar contexts.


Assuntos
Promoção da Saúde/métodos , Processamento de Linguagem Natural , Telemedicina/métodos , Feminino , Humanos , Masculino
16.
Int J Eat Disord ; 53(2): 191-200, 2020 02.
Artigo em Inglês | MEDLINE | ID: mdl-31593340

RESUMO

OBJECTIVE: This study examined the associations between parent-oriented dimensions of perfectionism (parental expectations [PE] and parental criticism [PC]) and eating disorder (ED) symptomatology across racial/ethnic groups. It was hypothesized that parent-oriented perfectionism would be positively associated with ED symptomatology for White and Asian American women. METHOD: Undergraduate women (N = 1,173) completed questionnaires assessing perfectionism, EDs, and demographics. One-way analyses of variance tested differences in PE and PC across racial/ethnic groups; post-hoc Tukey tests probed significant differences. Multiple linear regressions assessed associations between parent-oriented perfectionism and ED symptomatology. Hurdle models tested the association between PE and PC and the frequency and odds of endorsing ED symptomatology. RESULTS: There were significant group differences in PE and PC. PE was positively linked with various ED symptoms in Latina, Asian American, and multiracial women, and was negatively related to purging in multiracial women. PC was positively associated with body dissatisfaction in White, Black, and multiracial women, but displayed differential associations with ED symptomatology in all racial/ethnic groups. DISCUSSION: Levels of parent-oriented dimensions of perfectionism, and their relations to ED symptomatology, might vary across racial/ethnic groups. PE, in particular, is both more elevated, and more strongly linked to eating pathology in Asian American women, whereas PC appears to be especially relevant to ED symptoms in Black women. Findings underscore the importance of considering the role of culture in ED symptomatology. Clinicians and researchers might consider incorporating assessments of parent-oriented perfectionism into their practice.


Assuntos
Transtornos da Alimentação e da Ingestão de Alimentos/etnologia , Transtornos da Alimentação e da Ingestão de Alimentos/psicologia , Pais/psicologia , Perfeccionismo , Estudantes/psicologia , Universidades/normas , Adulto , Feminino , Humanos , Grupos Raciais , Inquéritos e Questionários , Adulto Jovem
17.
Eat Disord ; 28(5-6): 549-565, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-31109255

RESUMO

The purpose of this study was to conduct a longer-term (i.e., 9-month) follow-up of students identified with possible anorexia nervosa (AN) as part of the Healthy Body Image Program, an online platform for screening and delivering tailored feedback and interventions, offered at 36 US universities. Participants were 61 individuals who screened positive for AN and who completed the follow-up. Regarding results, some indices of ED pathology and psychiatric comorbidity decreased over time, while others did not. Participants most commonly endorsed feeling ashamed, nervous, validated, and sad in response to receiving the referral. One-third (33%) reported already being in treatment at the time they received the referral, 26% initiated treatment since that time, and 41% did not initiate treatment. The most common reasons for seeking treatment were emotional distress, concern with eating, and health concerns. The strongest treatment barriers were believing one should be able to help themselves, believing the problem was not serious enough to warrant treatment, and not having time. Findings highlight the high level of pathology in students identified with possible AN, even nine months after they were first identified and provided resources, and the relatively low rates of treatment utilization given the seriousness of these illnesses.


Assuntos
Anorexia Nervosa/diagnóstico , Comportamento de Busca de Ajuda , Programas de Rastreamento , Psicopatologia , Estudantes/psicologia , Universidades , Adulto , Anorexia Nervosa/psicologia , Feminino , Seguimentos , Humanos , Internet , Masculino , Angústia Psicológica , Ensaios Clínicos Controlados Aleatórios como Assunto , Adulto Jovem
18.
Int J Eat Disord ; 52(11): 1224-1228, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31502312

RESUMO

In recent years, online screens have been commonly used to identify individuals who may have eating disorders (EDs), many of whom may be interested in treatment. We describe a new empirical approach that takes advantage of current evidence on empirically supported, effective treatments, while at the same time, uses modern statistical frameworks and experimental designs, data-driven science, and user-centered design methods to study ways to expand the reach of programs, enhance our understanding of what works for whom, and improve outcomes, overall and in subpopulations. The research would focus on individuals with EDs identified through screening and would use continuously monitored data, and interactions of interventions/approaches to optimize reach, uptake, engagement, and outcome. Outcome would be assessed at the population, rather than individual level. The idea worth researching is to determine if an optimization outcome model produces significantly higher rates of clinical improvement at a population level than do current approaches, in which traditional interventions are only offered to the few people who are interested in and able to access them.


Assuntos
Transtornos da Alimentação e da Ingestão de Alimentos/diagnóstico , Transtornos da Alimentação e da Ingestão de Alimentos/terapia , Humanos , Programas de Rastreamento , Projetos de Pesquisa , Resultado do Tratamento
19.
Int J Eat Disord ; 52(10): 1125-1136, 2019 10.
Artigo em Inglês | MEDLINE | ID: mdl-31268183

RESUMO

OBJECTIVE: The Internet-based Healthy Body Image (HBI) Program, which uses online screening to identify individuals at low risk of, high risk of, or with an eating disorder (ED) and then directs users to tailored, evidence-based online or in-person interventions to address individuals' risk or clinical status, was deployed at 28 U.S. universities as part of a randomized controlled trial. The purpose of this study is to report on: (a) reach of HBI, (b) screen results, and (c) differences across ED status groups. METHOD: All students on participating campuses ages 18 years or older were eligible, although recruitment primarily targeted undergraduate females. RESULTS: The screen was completed 4,894 times, with an average of 1.9% of the undergraduate female student body on each campus taking the screen. ED risk in participating students was high-nearly 60% of students screened were identified as being at high risk for ED onset or having an ED. Key differences emerged across ED status groups on demographics, recruitment method, ED pathology, psychiatric comorbidity, and ED risk factors, highlighting increasing pathology and impairment in the high-risk group. DISCUSSION: Findings suggest efforts are needed to increase reach of programs like HBI. Results also highlight the increasing pathology and impairment in the high-risk group and the importance of programs such as HBI, which provide access to timely screening and intervention to prevent onset of clinical EDs.


Assuntos
Educação a Distância/métodos , Transtornos da Alimentação e da Ingestão de Alimentos/terapia , Programas de Rastreamento/métodos , Estudantes/psicologia , Adulto , Feminino , Humanos , Masculino , Estados Unidos , Universidades , Adulto Jovem
20.
Int J Eat Disord ; 51(6): 579-584, 2018 06.
Artigo em Inglês | MEDLINE | ID: mdl-29626350

RESUMO

OBJECTIVE: To identify the correlates of suicidal ideation (SI) in a large sample of college women with eating disorders (EDs). METHOD: A total of 690 female college students from 28 US colleges who screened positive for an ED, with the exception of anorexia nervosa, were assessed for SI. Univariate logistic regression analyses were performed to determine independent correlates of SI. Measures included: ED psychopathology, ED behaviors (i.e., binge eating, vomiting, laxatives, compulsive exercise), current co-morbid psychopathology (i.e., depression, anxiety, insomnia), weight/shape concerns, ED-related clinical impairment, and body mass index (BMI). All significant variables were included in a backward binary multivariate logistic regression model to determine which variables were most strongly associated with SI. RESULTS: A total of 25.6% of the sample reported SI. All variables examined were significantly independently associated with SI, with the exception of compulsive exercise. Depression, anxiety, and vomiting remained as significant correlates of SI in the multivariate logistic regression model. DISCUSSION: ED screening on college campuses should assess for suicidality, and prevention and treatment efforts should target vomiting and co-morbid depression and anxiety symptoms to reduce risk of SI for high-risk individuals.


Assuntos
Transtornos da Alimentação e da Ingestão de Alimentos/complicações , Psicopatologia/métodos , Ideação Suicida , Adolescente , Adulto , Feminino , Humanos , Pessoa de Meia-Idade , Fatores de Risco , Estudantes , Adulto Jovem
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