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1.
J Pediatr ; : 114170, 2024 Jun 27.
Artigo em Inglês | MEDLINE | ID: mdl-38944189

RESUMO

OBJECTIVES: To assess recent temporal trends in guideline-compliant pediatric lipid testing, and to examine the influence of social determinants of health (SDoH) and provider characteristics on the likelihood of testing in youth. STUDY DESIGN: In this observational, multi-year cross-sectional study, we calculated lipid testing prevalence by year among 268,627 12-year-olds from 2015 through 2019 who were enrolled in Florida Medicaid and eligible for universal lipid screening during age 9 to 11, and 11,437 22-year-olds (2017-2019) who were eligible for screening during age 17-21. We compared trends in testing prevalence by SDoH and health risk factors at two recommended ages and modeled the associations between patient characteristics and provider type on lipid testing using generalized estimating equations. RESULTS: Testing among 12-year-olds remained low between 2015 through 2019 with the highest prevalence in 2015 (8.0%) and lowest in 2017 (6.7%). Screening compliance among 22-year-olds was highest in 2017 (21.1%) and fell to 17.8% in 2019. Hispanics and non-Hispanic Blacks in both age groups had about 2-3% lower testing prevalence than non-Hispanic Whites. Testing in 12-year-olds was 12.3% versus 7.7% with and without obesity, and 14.4% versus 7.6% with and without antipsychotic use. Participants who saw providers who were more likely to prescribe lipid testing were more likely to receive testing (odds ratio=2.3, 95% CI 2.0-2.8, P<.001). CONCLUSIONS: Although lipid testing prevalence was greatest among high-risk children, overall prevalence of lipid testing in youth remains very low. Provider specialty and choices by individual providers play important roles in improving guideline-compliant pediatric lipid testing.

2.
J Pediatr Psychol ; 2024 Jun 10.
Artigo em Inglês | MEDLINE | ID: mdl-38853703

RESUMO

OBJECTIVE: Research has highlighted the potential adverse effects of weight bias internalization (WBI) on adolescents, but there has been little examination of WBI and sources of weight teasing (family, peers, or both) or across racial/ethnic diversity of adolescents. We aimed to examine the relationship between WBI and sources of weight teasing across sociodemographic characteristics and weight status in a diverse community sample of adolescents. METHODS: Data were collected from a U.S. sample of 1859 adolescents aged 10-17 years (59% female; 43% White, 27% Black or African American, and 25% Latino). An online questionnaire was used to assess participants' experiences of weight teasing from family members, peers, or both, and their weight status, weight-related goals, WBI, and sociodemographic characteristics. RESULTS: Adolescents experiencing weight teasing from both family and peers reported the highest levels of WBI, while those reporting no teasing exhibited the lowest levels. These patterns were observed across sex, race/ethnicity, weight status, and weight goals, and persisted after controlling for depressive symptoms. Notably, family influences played a salient role, with adolescents reporting higher WBI if teased by family only compared to teasing from peers only. Sex and racial differences were also observed in adolescents' experiences with weight-based teasing. CONCLUSION: Our study reveals associations between adolescent weight-based teasing, WBI, and sociodemographic factors. Weight-based teasing, whether from family and peers or from family only, was associated with increased WBI. Interventions targeting weight stigma in youth should not be limited to peer-focused efforts, but should also emphasize supportive family communication.

3.
Nurs Res ; 73(2): 91-100, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-37916843

RESUMO

BACKGROUND: It is not known whether behavioral weight loss can attenuate blood oxygen level-dependent responses to food stimuli. OBJECTIVES: This randomized controlled trial assessed the effects of a commercially available behavioral weight loss program (WW, WeightWatchers) compared to a wait-list control on blood oxygen level-dependent response to food cues. METHODS: Females with obesity ( N = 61) were randomized to behavioral weight loss or wait-list control. At baseline and follow-up, participants completed assessments that included functional magnetic resonance imaging scans to assess response to images of high-calorie foods (HCF) or low-calorie foods (LCF), and neutral objects. RESULTS: There were no significant between-group differences in change from baseline to follow-up in any regions of the brain in response to viewing HCF or LCF. From baseline to follow-up, participants in behavioral weight loss, compared with wait-list control, reported significantly greater increases in desire for LCF. Changes in liking and palatability of LCF and liking, palatability, and desire for HCF did not differ between groups. DISCUSSION: Behavioral weight loss was associated with increased desire for LCF without changes in neural reactivity to food cues. These results suggest that alteration of neurological processes underlying responsiveness to food is difficult to achieve through behavioral weight management alone.


Assuntos
Sinais (Psicologia) , Obesidade , Feminino , Humanos , Obesidade/terapia , Terapia Comportamental , Encéfalo/fisiologia , Alimentos , Imageamento por Ressonância Magnética/métodos
4.
J Health Commun ; 29(3): 167-173, 2024 Mar 03.
Artigo em Inglês | MEDLINE | ID: mdl-38230988

RESUMO

Parental communication about body weight with their children is common across diverse families. The current study investigates how parents' feelings about their own bodies, beliefs about body weight, history of weight stigma, and weight-related characteristics contribute to the degree to which they talk about weight - both negatively and positively - with their adolescent children. The study sample was comprised of U.S. parents (N = 1936) from diverse racial/ethnic backgrounds with children aged 10-17 years old. Parents completed an online survey with measures assessing their frequency of engaging in negative and positive weight communication with their children, along with several relevant psychosocial factors (i.e. body satisfaction, experienced weight stigma, associative stigma, body appreciation, beliefs about weight controllability, weight bias internalization). Study findings paint a complex picture, including some psychosocial factors (e.g. weight bias internalization) that are related to both more frequent negative and positive weight communication. Notably, higher levels of associative stigma were related to more frequent negative parental weight comments, and less frequent positive weight socialization. Findings can inform healthcare professionals in raising parents' awareness about how their personal beliefs and feelings about their own weight and their child's weight can contribute to how they engage in communication about weight with their children.


Assuntos
Comunicação , Pais , Criança , Humanos , Adolescente , Pais/psicologia , Estigma Social , Inquéritos e Questionários , Peso Corporal , Relações Pais-Filho
5.
J Pediatr Psychol ; 48(8): 700-706, 2023 08 29.
Artigo em Inglês | MEDLINE | ID: mdl-37377019

RESUMO

OBJECTIVE: Research has consistently documented adverse effects of parent weight-related comments on adolescent health. However, little empirical attention has focused on isolating the impact of weight-related comments from mothers versus fathers, and the valence of their comments. The present study examined the extent to which positive and negative weight-related comments from mothers and fathers are related to adolescent health and wellbeing, and whether these associations differ according to adolescent sociodemographic characteristics. METHODS: Data were collected from a diverse sample of 2032 U.S.-based adolescents aged 10-17 years (59% female; 40% White, 25% Black or African American, 23% Latinx). Online questionnaires assessed perceived frequency of negative and positive weight-related comments from mothers and fathers, as well as four indicators of adolescent health and wellbeing: depression, unhealthy weight control behaviors, weight bias internalization (WBI), and body appreciation. RESULTS: More frequent negative weight-related comments from parents were associated with poorer adolescent health and wellbeing, while positive comments contributed to lower levels of WBI and body appreciation; these associations were documented regardless of whether mothers or fathers were the source of such comments, and considerable consistency was demonstrated across adolescent sociodemographic characteristics. CONCLUSION: Findings highlight differences in adolescent health based on how parents discuss their body weight (i.e., negatively or positively), and similarity in associations regardless of whether mothers or fathers are the source of weight communication. These findings reiterate the importance of efforts to educate parents on ways to engage in supportive communication about weight-related health with their children.


Assuntos
Saúde do Adolescente , Relações Pais-Filho , Criança , Adolescente , Humanos , Feminino , Masculino , Pais , Mães , Comunicação , Peso Corporal , Pai
6.
J Med Internet Res ; 25: e44955, 2023 08 29.
Artigo em Inglês | MEDLINE | ID: mdl-37642986

RESUMO

BACKGROUND: Digital behavioral weight loss programs are scalable and effective, and they provide an opportunity to personalize intervention components. However, more research is needed to test the acceptability and efficacy of personalized digital behavioral weight loss interventions. OBJECTIVE: In a 6-month single-arm trial, we examined weight loss, acceptability, and secondary outcomes of a digital commercial weight loss program (WeightWatchers). This digital program included a personalized weight loss program based on sex, age, height, weight, and personal food preferences, as well as synchronous (eg, virtual workshops and individual weekly check-ins) and asynchronous (eg, mobile app and virtual group) elements. In addition to a personalized daily and weekly PersonalPoints target, the program provided users with personalized lists of ≥300 ZeroPoint foods, which are foods that do not need to be weighed, measured, or tracked. METHODS: We conducted a pre-post evaluation of this 6-month, digitally delivered, and personalized WeightWatchers weight management program on weight loss at 3 and 6 months in adults with overweight and obesity. The secondary outcomes included participation, satisfaction, fruit and vegetable intake, physical activity, sleep quality, hunger, food cravings, quality of life, self-compassion, well-being, and behavioral automaticity. RESULTS: Of the 153 participants, 107 (69.9%) were female, and 65 (42.5%) identified as being from a minoritized racial or ethnic group. Participants' mean age was 41.09 (SD 13.78) years, and their mean BMI was 31.8 (SD 5.0) kg/m2. Participants had an average weight change of -4.25% (SD 3.93%) from baseline to 3 months and -5.05% (SD 5.59%) from baseline to 6 months. At 6 months, the percentages of participants who experienced ≥3%, ≥5%, and ≥10% weight loss were 63.4% (97/153), 51% (78/153), and 14.4% (22/153), respectively. The mean percentage of weeks in which participants engaged in ≥1 aspects of the program was 87.53% (SD 23.40%) at 3 months and 77.67% (SD 28.69%) at 6 months. Retention was high (132/153, 86.3%), and more than two-thirds (94/140, 67.1%) of the participants reported that the program helped them lose weight. Significant improvements were observed in fruit and vegetable intake, physical activity, sleep quality, hunger, food cravings, quality of life, and well-being (all P values <.01). CONCLUSIONS: This personalized, digital, and scalable behavioral weight management program resulted in clinically significant weight loss in half (78/153, 51%) of the participants as well as improvements in behavioral and psychosocial outcomes. Future research should compare personalized digital weight loss programs with generic programs on weight loss, participation, and acceptability.


Assuntos
Terapia Comportamental , Qualidade de Vida , Adulto , Feminino , Humanos , Masculino , Etnicidade , Exercício Físico , Frutas
7.
Am J Hum Biol ; 34(10): e23785, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-35856295

RESUMO

OBJECTIVES: The 2016 U.S. presidential election was a major source of stress among many adults. Psychosocial stress can manifest physiologically in elevated blood pressure (BP). Little is known regarding the association of macro-level sociopolitical events with BP changes at the population-level. This study sought to characterize population-level changes in BP following the 2016 U.S. presidential election. METHODS: Using 2015-2018 National Health and Nutrition Examination Survey, we included participants aged ≥18 years during the same periods prior to (May to October 2015/2016) and after (May to October 2017/2018) the election. Survey-weighted data were analyzed to compare population-level systolic BP (SBP) and diastolic BP (DBP) pre- and post-election, stratified by race/ethnicity. Sex differences were also investigated. RESULTS: We observed significant increases in SBP among non-Hispanic (NH) Asian participants (+3.4 mmHg; p = .046), but not among other racial/ethnic participants. DBP increased among NH Black participants (+2.3 mmHg; p = .049) and Mexican American participants (+2.9 mmHg; p = .007), but not among other racial/ethnic participants. These changes appeared attributable to differential BP changes by sex. CONCLUSIONS: At the population-level, variable changes in BP were observed by race/ethnicity following the 2016 U.S. presidential election, possibly driven by SBP elevations among women.


Assuntos
Hipertensão , Adolescente , Adulto , Pressão Sanguínea , Etnicidade , Feminino , Humanos , Masculino , Americanos Mexicanos , Inquéritos Nutricionais , Estados Unidos
8.
J Pediatr ; 237: 267-275.e1, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34147498

RESUMO

OBJECTIVE: To assess the relationship between adverse childhood experiences (ACEs) and cardiometabolic risk among Hispanic adolescents. STUDY DESIGN: This cross-sectional study was conducted at an academic research center in Gainesville, Florida. Participants were locally recruited, and data were collected from June 2016 to July 2018. Participants (n = 133, 60.2% female) were healthy adolescents aged 15-21 years who self-identified as Hispanic, were born in the US, and had a body mass index (BMI) between ≥18.5 and ≤40 kg/m2. Primary outcomes were BMI, body fat percentage, waist circumference, and resting blood pressure. Associations between ACEs and cardiometabolic measures were assessed by multivariable logistic regression models, which controlled for sex, age, parental education, and food insecurity. Results were sex-stratified to assess potential variations. RESULTS: Reporting ≥4 ACEs (28.6%) was significantly associated with a greater BMI (P = .004), body fat percentage (P = .02), and diastolic blood pressure (P = .05) compared with reporting <4 ACEs. Female participants reporting ≥4 ACEs were significantly more likely to have a greater BMI (P = .04) and body fat percentage (P = .03) whereas male participants reporting ≥4 ACEs were significantly more likely to have a greater BMI (P = .04), systolic blood pressure (P = .03), and diastolic blood pressure (P = .03). CONCLUSIONS: Hispanic adolescent participants who experienced ≥4 ACEs were more likely to have elevated risk markers of obesity and cardiometabolic disease. Further research is needed to elucidate the physiological mechanisms driving these relationships.


Assuntos
Experiências Adversas da Infância , Doenças Cardiovasculares , Adolescente , Índice de Massa Corporal , Doenças Cardiovasculares/epidemiologia , Doenças Cardiovasculares/etiologia , Estudos Transversais , Feminino , Hispânico ou Latino , Humanos , Masculino
9.
Ann Behav Med ; 55(3): 266-279, 2021 03 20.
Artigo em Inglês | MEDLINE | ID: mdl-32686818

RESUMO

BACKGROUND: Metabolic syndrome (MetS) is a risk factor for the development of cardiovascular disease and type 2 diabetes. Although the development of MetS is attributed to known lifestyle factors, perceived discrimination may also contribute to MetS development and severity. PURPOSE: We examined the associations of perceived discrimination with MetS severity among African American adults at baseline and 8-year follow-up. METHODS: Three thousand eight hundred and seventy participants (mean age 53.8 ± 13.0; 63.1% female) without diabetes and no missing MetS severity scores at baseline were included. Each self-reported measure of discrimination at baseline (everyday, lifetime, and burden of lifetime) was classified into tertiles (low, medium, high). After adjustment for demographics and MetS risk factors, associations of discrimination were examined with a sex- and race/ethnicity-specific MetS severity Z-score. We employed a mixed model approach that allowed for the assessment of an overall association between reported discrimination at baseline and MetS severity, and for the possible change over time. RESULTS: Sex and age differences were observed in experiences with discrimination, such that men reported higher levels of all aspects of discrimination relative to women. Everyday discrimination decreased with age, whereas lifetime discrimination increased with age (p < .05). Independent of lifestyle and demographic factors, everyday and lifetime discrimination were significantly associated with MetS severity (p = .003 and p = .017, respectively) and the associations remained constant over the 8 years (i.e., no interaction with time). CONCLUSIONS: Our results suggest that, in a large community-based sample of African Americans, discrimination is a salient psychosocial risk factor for severity of MetS.


Assuntos
Negro ou Afro-Americano/psicologia , Síndrome Metabólica/psicologia , Racismo/psicologia , Adulto , Negro ou Afro-Americano/estatística & dados numéricos , Idoso , Feminino , Humanos , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Racismo/estatística & dados numéricos , Fatores de Risco , Índice de Gravidade de Doença
10.
Behav Brain Sci ; 402017 01.
Artigo em Inglês | MEDLINE | ID: mdl-28983139

RESUMO

This commentary discusses Nettle et al.'s "The Insurance Hypothesis" linking food insecurity to a high body mass index (BMI). Discussion about how the relationship between race/ethnicity and obesity in the United States is consistent with this hypothesis is presented. Potential ways forward to elucidate the validity of this hypothesis in humans through rigorous controlled trials is highlighted.


Assuntos
Abastecimento de Alimentos , Pobreza , Índice de Massa Corporal , Estudos Transversais , Humanos , Obesidade , Estados Unidos
13.
JAMA ; 322(17): 1707-1708, 2019 Nov 05.
Artigo em Inglês | MEDLINE | ID: mdl-31566652
14.
Obes Rev ; 25(1): e13642, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37846179

RESUMO

Weight stigma, defined as pervasive misconceptions and stereotypes associated with higher body weight, is both a social determinant of health and a human rights issue. It is imperative to consider how weight stigma may be impeding health promotion efforts on a global scale. The World Obesity Federation (WOF) convened a global working group of practitioners, researchers, policymakers, youth advocates, and individuals with lived experience of obesity to consider the ways that global obesity narratives may contribute to weight stigma. Specifically, the working group focused on how overall obesity narratives, food and physical activity narratives, and scientific and public-facing language may contribute to weight stigma. The impact of weight stigma across the lifespan was also considered. Taking a global perspective, nine recommendations resulted from this work for global health research and health promotion efforts that can help to reduce harmful obesity narratives, both inside and outside health contexts.


Assuntos
Preconceito de Peso , Adolescente , Humanos , Estigma Social , Obesidade/prevenção & controle , Sobrepeso , Promoção da Saúde
15.
Child Obes ; 19(8): 552-559, 2023 12.
Artigo em Inglês | MEDLINE | ID: mdl-36576892

RESUMO

Background: Multicomponent interventions are the first line of treatment for pediatric obesity, but are challenging to access. Mobile health (mHealth) interventions hold promise as they address commonly cited barriers for attending in person programs and have potential for wide scale dissemination. Methods: This retrospective cohort study examined data from youth who enrolled in the Kurbo program, which includes personal health coaching and a mobile app. Hierarchical linear regression was used to examine the impact of baseline percentage of the 95th% percentile for body mass index (%BMIp95), number of coaching sessions, and length of time enrolled in the program on change in %BMIp95, controlling for baseline age and sex. Results: A total of 3500 youth (mean age of 12.79 years, 71.3% female) were included. Youth experienced a 0.70 U decrease in BMI [standard deviation (SD) = 2.19] and a 4.45% decrease (SD = 8.5) in %BMIp95 over a mean of 31.5 weeks. The overall regression model was significant, R2 = 0.066, F(3,3494) = 77.18, and p < 0.001. Predictors of decrease in weight status included being female (b = -1.11, p < 0.001), higher baseline %BMIp95, (b = -0.58, p < 0.001), and greater number of coaching sessions (b = -0.12, p < 0.001), while greater time enrolled in the program (b = 0.02, p < 0.001) was associated with less change. Conclusion: Findings suggest a scalable coaching program with integrated digital tools for monitoring diet and activity can lead to significant reductions in weight status. Findings need to be replicated with more rigorous study designs, including a comparison condition and verified assessment of height and weight.


Assuntos
Obesidade Infantil , Telemedicina , Adolescente , Humanos , Criança , Feminino , Masculino , Obesidade Infantil/prevenção & controle , Sobrepeso , Estudos Retrospectivos , Índice de Massa Corporal
16.
Obesity (Silver Spring) ; 31(7): 1779-1786, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-37271576

RESUMO

OBJECTIVE: The aim of this study was to identify the levels of food-tracking adherence that best predict ≥3%, ≥5%, and ≥10% weight loss at 6 months and to identify distinctive food-tracking trajectories among participants in a 6-month, commercial digital weight-management program. METHODS: This study used data from 153 participants of a single-arm trial of a commercial digital weight-management program, WeightWatchers (WW). Receiver operating characteristic (ROC) curve analysis was conducted to identify the optimum thresholds of food tracking that can predict ≥3%, ≥5%, and ≥10% weight loss at 6 months. Time series clustering analysis was performed on weekly food-tracking data to identify trajectories and compare trajectories on weight loss at 6 months. RESULTS: ROC analyses showed that the optimum thresholds of food tracking were 28.5% of the intervention days to achieve ≥3% weight loss (area under the curve [AUC] = 0.820, p < 0.001), 39.4% to achieve ≥5% weight loss (AUC = 0.744, p < 0.001), and 67.1% to achieve 10% weight loss (AUC = 0.712, p = 0.002). Time series clustering analyses found three food-tracking trajectories. Trajectories differed significantly in weight loss at 6 months (F = 14.1, p < 0.001). CONCLUSIONS: Results suggest that perfect food-tracking adherence is not necessary to achieve clinically significant weight loss.


Assuntos
Programas de Redução de Peso , Humanos , Terapia Comportamental , Alimentos , Projetos de Pesquisa , Redução de Peso , Programas de Redução de Peso/métodos
17.
Pediatr Obes ; 18(6): e13027, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-37005556

RESUMO

BACKGROUND: Approximately 2/3 of parents talk about body weight with their children, which can include negative comments that have adverse health implications for youth. OBJECTIVES: To identify ways to improve supportive parent-child communication about weight, we assessed parent and youth perspectives of barriers to weight communication, preferences for educational resources and support, and whether perspectives differ across demographic groups and weight status. METHODS: In Fall 2021, online surveys were completed by two independent, unrelated samples of parents (N = 1936) and youth (N = 2032). Participants were asked about their perceived barriers to talking about weight, and what kinds of information and support would be most useful to them in fostering supportive communication. RESULTS: Parent and youth-reported barriers to weight communication included discomfort and lack of knowledge about weight, and views that weight does not need to be discussed. Most parents wanted guidance on how to navigate multiple weight-related topics with their children, including promoting positive body image and healthy behaviours, reducing weight criticism, focusing more on health and addressing weight-based bullying. Youth preferences for how their parents can be more supportive of their weight included avoiding weight-related criticism and pressures, increasing sensitivity and encouragement, and emphasizing healthy behaviours rather than weight. Few differences emerged based on sex and race/ethnicity, although several differences emerged for youth engaged in weight management. CONCLUSION: Parent and youth perspectives indicate a need for education to help parents engage in supportive conversations about body weight. Findings can inform efforts to reduce barriers and increase supportive weight-related communication in families.


Assuntos
Comunicação , Pais , Adolescente , Humanos , Escolaridade , Peso Corporal , Relações Pais-Filho
18.
Body Image ; 45: 11-19, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-36731347

RESUMO

Critical weight communication between parents and their adolescent children is prevalent and harmful. However, research on adolescent perspectives about parental weight communication is limited. The present mixed-methods study aimed to address this gap using inductive thematic analysis of 1743 adolescents' (Mage=14.61 years, SDage=2.48) preferences regarding parental weight communication in response to an open-ended prompt, and quantitative analyses to examine age, gender, race/ethnicity, and weight-related differences in subthemes. In their responses, adolescents articulated 1) whether and 2) how parental weight communication should-or should not-occur, and 3) what these conversations should entail. We identified 15 subthemes across these categories-the endorsement of which often varied by adolescents' demographic and anthropometric characteristics. For example, some adolescents (especially cisgender girls and transgender/gender diverse adolescents) preferred that their parents talk about weight less often (n = 184), while others (especially multiracial/ethnic or Hispanic/Latinx adolescents) hoped that, if parents were to discuss weight with them, they do so in a manner that was compassionate and respectful (n = 150). Across most subthemes, adolescents described adverse responses (e.g., feeling insecure, embarrassed, or hurt) when parents discussed their weight in non-preferred ways. Collectively, findings can inform interventions to promote more supportive health-focused communication in families.


Assuntos
Comportamento do Adolescente , Pessoas Transgênero , Criança , Feminino , Humanos , Adolescente , Imagem Corporal/psicologia , Identidade de Gênero , Comunicação , Pais , Relações Pais-Filho
19.
Nutrients ; 15(4)2023 Feb 04.
Artigo em Inglês | MEDLINE | ID: mdl-36839162

RESUMO

Obesity and diabetes have emerged as an increasing threat to public health, and the consumption of added sugar can contribute to their development. Though nutritional content information can positively influence consumption behavior, added sugar is not currently required to be disclosed in all countries. However, a growing proportion of the world's population has access to mobile devices, which allow for the development of digital solutions to support health-related decisions and behaviors. To test whether advances in computational science can be leveraged to develop an accurate and scalable model to estimate the added sugar content of foods based on their nutrient profile, we collected comprehensive nutritional information, including information on added sugar content, for 69,769 foods. Eighty percent of this data was used to train a gradient boosted tree model to estimate added sugar content, while 20% of it was held out to assess the predictive accuracy of the model. The performance of the resulting model showed 93.25% explained variance per default portion size (84.32% per 100 kcal). The mean absolute error of the estimate was 0.84 g per default portion size (0.81 g per 100 kcal). This model can therefore be used to deliver accurate estimates of added sugar through digital devices in countries where the information is not disclosed on packaged foods, thus enabling consumers to be aware of the added sugar content of a wide variety of foods.


Assuntos
Alimentos , Açúcares , Humanos , Obesidade/epidemiologia , Carboidratos , Tomada de Decisões , Valor Nutritivo
20.
Child Obes ; 2023 Sep 07.
Artigo em Inglês | MEDLINE | ID: mdl-37676982

RESUMO

Rates of class III, or greater, obesity have risen among adolescents in the United States. Metabolic and bariatric surgery (MBS) is a safe and effective treatment option for severe obesity among teenagers that results in improvements in cardiometabolic and psychosocial health. Despite its effectiveness, MBS remains largely underutilized and misconceptions exist among providers, parents/guardians, and adolescents. In addition, adolescents who have undergone MBS procedures report there are some topics they wish they had known more about before surgery and express concern that their unique needs are not understood. One potential solution to address these concerns includes preoperative educational materials tailored for adolescents. Currently, there are no standardized recommendations for preoperative educational materials. This editorial suggests the use of community-engaged research, and qualitative methodology, to consult with the primary stakeholder groups of preoperative adolescents, postoperative adolescents, parents/guardians, and clinicians to develop tailored materials that address the unique needs of adolescents undergoing surgical treatment for obesity.

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