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Fixing the Food Environment: Beyond Weight-Loss Drugs. 修复食物环境:超越减肥药。
IF 3 3区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2026-02-06 DOI: 10.1017/S1368980026101839
Elisa Pineda, Charlotte Fenner, Cédric Middel
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引用次数: 0
Trends of Childhood Composite Index of Anthropometric Failure (CIAF) Prevalence, Determinants, and Inequity in Bangladesh: Insights from Bangladesh Demographic and Health Surveys. 孟加拉国儿童人体测量失败(CIAF)患病率、决定因素和不平等趋势:来自孟加拉国人口和健康调查的见解。
IF 3 3区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2026-02-04 DOI: 10.1017/S1368980026101931
Abu Sayeed, Nondo Saha, Aishi Aratrika, Ema Akter, Hassan Rushekh Mahmood, Lubna Hossain, Sahar Raza, Fariya Rahman, Shams El Arifeen, Ahmed Ehsanur Rahman, Anisuddin Ahmed, Syed Moshfiqur Rahman

Objective: The childhood composite index of anthropometric failure (CIAF) effectively identifies multiple anthropometric deficits among under-five children. This study aimed to analyze undernutrition among under-five children, as measured by childhood CIAF, to evaluate trends, determinants, and disparities in Bangladesh between 2007-2022.

Design: The study utilized data from five rounds of the nationally representative cross-sectional Bangladesh Demographic and Health Survey (BDHS) conducted in 2007, 2011, 2014, 2017-18, and 2022. The CIAF was estimated using six mutually exclusive anthropometric failure categories in accordance with the World Health Organization (WHO) child growth standards. Multivariable logistic regression was performed to explore determinants of CIAF. The concentration index and concentration curve were used to assess the changes in inequity.

Setting: Bangladesh.

Participants: 32,096 under-five children.

Results: The prevalence of childhood CIAF declined significantly from 56% (95% CI: 55-58) in 2007 to 35% (95% CI: 33-36) in 2022. The significant reduction in "stunting and underweight" from 23% (95% CI: 22-24) in 2007 to 11% (95% CI: 10-12) in 2022 was a major contributor to the decrease in childhood CIAF. Child age, household socioeconomic status (SES), and mother's education were significant determinants of childhood CIAF across all study periods. Negative concentration index for SES, residence, mother's and father's education indicate pro-poor inequality in childhood CIAF, which declined from 2007 to 2022.

Conclusions: Despite significant progress, disparities in childhood CIAF across SES, residence, and parental education persist in Bangladesh. Targeted policy interventions are crucial to mitigating childhood undernutrition and achieving Sustainable Development Goal 2.2.

目的:儿童人体测量失败综合指数(CIAF)能有效识别5岁以下儿童的多种人体测量缺陷。本研究旨在分析以儿童营养不良指数(CIAF)衡量的五岁以下儿童的营养不良情况,以评估孟加拉国2007-2022年间的趋势、决定因素和差异。设计:本研究利用了2007年、2011年、2014年、2017-18年和2022年进行的孟加拉国全国代表性横断面人口与健康调查(BDHS)的五轮数据。CIAF是根据世界卫生组织(WHO)儿童生长标准,使用六种相互排斥的人体测量失败类别来估计的。采用多变量logistic回归探讨影响CIAF的因素。采用浓度指数和浓度曲线评价不平等程度的变化。设置:孟加拉国。参与者:32,096名五岁以下儿童。结果:儿童CIAF的患病率从2007年的56% (95% CI: 55-58)显著下降到2022年的35% (95% CI: 33-36)。“发育迟缓和体重不足”从2007年的23% (95% CI: 22-24)显著减少到2022年的11% (95% CI: 10-12),这是儿童CIAF下降的主要原因。在所有研究期间,儿童年龄、家庭社会经济地位(SES)和母亲的教育程度是儿童CIAF的重要决定因素。社会经济地位、居住地、父母受教育程度的负集中指数表明,儿童CIAF的亲贫不平等程度在2007 - 2022年间有所下降。结论:尽管取得了重大进展,但在孟加拉国,不同社会地位、居住地和父母教育程度的儿童CIAF存在差异。有针对性的政策干预对于减轻儿童营养不良和实现可持续发展目标2.2至关重要。
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引用次数: 0
Are all ultra-processed foods bad? A criticism of the food processing classification systems. 所有超加工食品都不好吗?对食品加工分类系统的批评。
IF 3 3区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2026-02-04 DOI: 10.1017/S1368980025101675
Mina Babashahi, S Faezeh Hashemi Moghaddam
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引用次数: 0
Assessing Nutrition Security and Its Risk Factors Using the National Household Food Acquisition and Purchase Survey Data. 利用全国家庭粮食购置调查数据评价营养安全及其风险因素。
IF 3 3区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2026-02-02 DOI: 10.1017/S136898002610192X
Vibha Bhargava, Jung Sun Lee, Travis A Smith

Objective: To estimate the prevalence of nutrition security and examine its association with community food environment factors, including food access and affordability.

Design: This cross-sectional study used data from the 2012-2013 National Household Food Acquisition and Purchase Survey, including its restricted-use Geography Component (FoodAPS-GC). Household nutrition security measure was derived by combining self-assessed food security and self-rated diet quality indicators into four categories: food secure with high diet quality (FSHD), food secure with low diet quality (FSLD), food insecure with high diet quality (FIHD), and food insecure with low diet quality (FILD). Only FSHD households were considered nutrition secure. Multinomial logit analysis identified factors associated with nutrition security.

Participants: 4,685 households with primary respondents aged 20 years or older.

Setting: Nationally representative sample of US households.

Results: Approximately 31.0% of households were classified as nutrition insecure, including 15.0% as FSLD, 9.3% as FIHD, and 6.7% as FILD. The remaining 69.0% were nutrition secure (FSHD). Nutrition insecurity was significantly associated with younger age, lower educational attainment, lower income, obesity, smoking, and poorer self-rated health. Food environment factors, including low geographic access to food and higher local food prices, were not significantly associated with nutrition security. Relying on someone else's car to reach a primary food store was linked to higher odds of nutrition insecurity.

Conclusions: The proposed nutrition security measure can be used to monitor nutrition security in national surveys. Comprehensive measures of the food environment are needed to understand its relationship with nutrition security and to guide targeted policy interventions.

目的:评估营养安全的普遍程度,并研究其与社区食物环境因素(包括食物可及性和可负担性)的关系。设计:本横断面研究使用了2012-2013年全国家庭食品采购调查的数据,包括其限制用途地理成分(FoodAPS-GC)。将自评粮食安全与自评膳食质量指标相结合,得出家庭营养安全测度,分为高膳食质量粮食安全(FSHD)、低膳食质量粮食安全(FSLD)、高膳食质量粮食不安全(FIHD)和低膳食质量粮食不安全(field)四类。只有FSHD家庭被认为营养安全。多项逻辑分析确定了与营养安全相关的因素。调查对象:4685户家庭,主要调查对象年龄在20岁以上。背景:具有全国代表性的美国家庭样本。结果:约31.0%的家庭被列为营养不安全,其中FSLD占15.0%,FIHD占9.3%,field占6.7%。其余69.0%为营养安全型(FSHD)。营养不安全与年龄较小、受教育程度较低、收入较低、肥胖、吸烟和自我评价较差的健康状况显著相关。粮食环境因素,包括地理位置较低的粮食可及性和较高的当地粮食价格,与营养安全没有显著关联。依靠别人的车去主要的食品商店与营养不安全的可能性更高有关。结论:提出的营养安全措施可用于全国营养安全监测。需要对粮食环境采取综合措施,以了解其与营养安全的关系,并指导有针对性的政策干预。
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引用次数: 0
A Mixed Methods Investigation of Race, Income, Food Insecurity and Maternal and Infant Health. 种族、收入、粮食不安全与母婴健康的混合方法调查。
IF 3 3区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2026-02-02 DOI: 10.1017/S1368980026101955
Madison S Dickey, Kelsey O Goynes, Chelsea L Kracht, Briasha Jones, Emerson Simeon, Jada Butler, Maryam Kebbe, Yun Shen, Gang Hu, Emily W Harville, Elizabeth F Sutton, Leanne M Redman

Objective: To examine how race, income, and food insecurity (FI) interact during pregnancy, and whether FI contributes to disparities in maternal and infant health outcomes.

Design: Observational cohort study employed sequential explanatory mixed methods design, with a survey phase (including HFSSM 6-item) and medical record abstraction followed by semi-structured interviews.

Setting: Online survey, virtual interviews.

Participants: Individuals who gave birth in Louisiana, USA, between June 2020 - June 2021. The quantitative phase comprised 1,691 individuals who completed the survey. A nested cohort of 40 individuals (evenly split by race [Black vs. White] and income [low vs. high]) subsequently completed semi-structured interviews.

Results: Race and income were independently associated with both FI and maternal and infant health outcomes. When considering both income and FI, low-income individuals with FI were 1.73 times more likely to deliver low birthweight (LBW) infants (aOR 95% CI; 1.07, 2.82) and 1.43 times more likely to experience adverse infant outcomes (aOR 95% CI; 1.02-2.00) than high-income individuals without FI. Black individuals with FI were 2.49 times more likely to deliver LBW infants (aOR 95% CI; 1.45-4.29) than White individuals without FI. Interview findings revealed low-income individuals faced disproportionate barriers to accessing healthy food and making dietary choices, which were further complicated by pregnancy-related conditions.

Conclusions: The interplay between race, income, and FI significantly increases the risk of adverse infant health outcomes, demonstrating a synergistic effect. Targeted efforts to address FI, particularly among low-income pregnant individuals, are essential to improving maternal and infant health outcomes.

目的:研究种族、收入和食物不安全(FI)在怀孕期间是如何相互作用的,以及FI是否会导致孕产妇和婴儿健康结果的差异。设计:观察队列研究采用序贯解释混合方法设计,采用调查阶段(含HFSSM 6项)和病历提取,然后进行半结构化访谈。设置:在线调查,虚拟访谈。参与者:在2020年6月至2021年6月期间在美国路易斯安那州分娩的个体。定量阶段有1691人完成了调查。一个由40人组成的嵌套队列(按种族[黑人vs白人]和收入[低vs高]平均分配)随后完成了半结构化访谈。结果:种族和收入与FI和母婴健康结局独立相关。当同时考虑收入和FI时,患有FI的低收入个体分娩低出生体重(LBW)婴儿的可能性是无FI的高收入个体的1.73倍(aOR 95% CI; 1.07, 2.82),经历不良婴儿结局的可能性是无FI的高收入个体的1.43倍(aOR 95% CI; 1.02-2.00)。患有FI的黑人分娩LBW婴儿的可能性是没有FI的白人的2.49倍(aOR 95% CI; 1.45-4.29)。访谈结果显示,低收入个人在获取健康食品和做出饮食选择方面面临着不成比例的障碍,而与怀孕有关的疾病使情况进一步复杂化。结论:种族、收入和FI之间的相互作用显著增加了婴儿不良健康结局的风险,显示出协同效应。有针对性地努力解决FI问题,特别是在低收入孕妇中,对于改善孕产妇和婴儿健康结果至关重要。
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引用次数: 0
Mixed messages: evaluating the concurrent presence of nutrition and health claims and front-of-pack warning symbols in five food categories in Canada. 混合信息:评估加拿大五种食品类别中营养和健康声明以及包装正面警告标志的同时存在。
IF 3 3区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2026-02-02 DOI: 10.1017/S136898002610189X
S-M Abran, C Vaillancourt, B Franco-Arellano, J Lee, S Pomerleau, V Provencher, M-È Labonté, L Vanderlee

Objective: This study aimed: 1) to characterize the use and prevalence of nutrition and health claims (NHC), and 2) to examine the association between NHC and the potential presence of Health Canada's front-of-pack (FOP) nutrition symbol indicating high saturated fats, sugars and/or sodium on a sample of Canadian prepackaged food products.

Design: A cross-sectional analysis was conducted on five categories of prepackaged food products. Label components were classified using the INFORMAS labelling taxonomy. Products' nutritional profile was evaluated using Health Canada's FOP symbol nutrient thresholds for saturated fats, sugars and sodium.

Setting: Data were obtained from the Food Quality Observatory database, collected between 2018 and 2022 from food retailers in Québec City and the Greater Montreal Area or online.

Participants: A total of 2,937 food products were evaluated from five food categories: Breakfast cereals (n=392), Cookies and granola bars (n=983), Flavoured milks and plant-based alternative beverages (n=202), Salty snacks and crackers (n=1063) and Yogurts and plant-based yogurt alternatives (n=297).

Results: Overall, 74.2% of food products had a NHC and 28.9% had a NHC and would require to display the FOP symbol. Food products that would require the FOP symbol were less likely to carry a NHC.

Conclusions: The results demonstrate substantial use of marketing techniques highlighting positive product attributes. Given the potential for inconsistent messaging on food products carrying NHC and the FOP symbol, these results highlight an opportunity to improve Canadian labelling regulations by restricting the use of NHC on products high in saturated fats, sugars and/or sodium.

目的:本研究旨在:1)表征营养与健康声明(NHC)的使用和流行情况,2)检查NHC与加拿大预先包装食品样品上可能存在的加拿大卫生部包装正面(FOP)营养标志(表明高饱和脂肪、糖和/或钠)之间的关系。设计:对五类预包装食品进行横断面分析。使用INFORMAS标签分类法对标签组件进行分类。产品的营养成分使用加拿大卫生部的FOP符号对饱和脂肪、糖和钠的营养阈值进行评估。环境:数据来自食品质量观察站数据库,该数据库于2018年至2022年期间从qusamubeccity和大蒙特利尔地区的食品零售商或在线收集。参与者:共有2937种食品从五个食品类别中进行评估:早餐麦片(n=392),饼干和格兰诺拉燕麦棒(n=983),调味牛奶和植物性替代饮料(n=202),咸零食和饼干(n=1063)和酸奶和植物性酸奶替代品(n=297)。结果:总体而言,74.2%的食品具有NHC, 28.9%的食品具有NHC,并且需要显示FOP符号。要求使用FOP标志的食品不太可能带有NHC。结论:结果表明大量使用营销技术突出积极的产品属性。考虑到携带NHC和FOP标志的食品上的信息可能不一致,这些结果突出了通过限制在饱和脂肪、糖和/或钠含量高的产品上使用NHC来改进加拿大标签法规的机会。
{"title":"Mixed messages: evaluating the concurrent presence of nutrition and health claims and front-of-pack warning symbols in five food categories in Canada.","authors":"S-M Abran, C Vaillancourt, B Franco-Arellano, J Lee, S Pomerleau, V Provencher, M-È Labonté, L Vanderlee","doi":"10.1017/S136898002610189X","DOIUrl":"https://doi.org/10.1017/S136898002610189X","url":null,"abstract":"<p><strong>Objective: </strong>This study aimed: 1) to characterize the use and prevalence of nutrition and health claims (NHC), and 2) to examine the association between NHC and the potential presence of Health Canada's front-of-pack (FOP) nutrition symbol indicating high saturated fats, sugars and/or sodium on a sample of Canadian prepackaged food products.</p><p><strong>Design: </strong>A cross-sectional analysis was conducted on five categories of prepackaged food products. Label components were classified using the INFORMAS labelling taxonomy. Products' nutritional profile was evaluated using Health Canada's FOP symbol nutrient thresholds for saturated fats, sugars and sodium.</p><p><strong>Setting: </strong>Data were obtained from the Food Quality Observatory database, collected between 2018 and 2022 from food retailers in Québec City and the Greater Montreal Area or online.</p><p><strong>Participants: </strong>A total of 2,937 food products were evaluated from five food categories: Breakfast cereals (n=392), Cookies and granola bars (n=983), Flavoured milks and plant-based alternative beverages (n=202), Salty snacks and crackers (n=1063) and Yogurts and plant-based yogurt alternatives (n=297).</p><p><strong>Results: </strong>Overall, 74.2% of food products had a NHC and 28.9% had a NHC and would require to display the FOP symbol. Food products that would require the FOP symbol were less likely to carry a NHC.</p><p><strong>Conclusions: </strong>The results demonstrate substantial use of marketing techniques highlighting positive product attributes. Given the potential for inconsistent messaging on food products carrying NHC and the FOP symbol, these results highlight an opportunity to improve Canadian labelling regulations by restricting the use of NHC on products high in saturated fats, sugars and/or sodium.</p>","PeriodicalId":20951,"journal":{"name":"Public Health Nutrition","volume":" ","pages":"1-30"},"PeriodicalIF":3.0,"publicationDate":"2026-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146100458","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Association between coffee consumption habits and Non-alcoholic fatty liver disease in community-dwelling populations: data from the National Health and Nutrition Examination Survey 2013-2018. 社区居民咖啡消费习惯与非酒精性脂肪肝之间的关系:来自2013-2018年全国健康与营养检查调查的数据
IF 3 3区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2026-02-02 DOI: 10.1017/S1368980026101918
Penglin Chen, Shiyan Wang, Tao Zhang, En-Qiang Chen

Objective: Existing evidence suggests a potential association between coffee consumption and Non-alcoholic fatty liver disease (NAFLD,now known as MASLD), yet the nature of this relationship remains ambiguous. The primary objective of this study was to comprehensively investigate and clarify the association between coffee intake and the occurrence of NAFLD.

Design: A cross-sectional study design was employed, analyzing data from NHANES(National Health and Nutrition Examination Survey,NHANES) spanning from 2013 to 2018. Weighted univariate and multivariate logistic regression models were utilized to assess the relationship between coffee consumption and NAFLD. RCS analysis was conducted to explore any potential nonlinear associations. Forest plots were generated to visualize the impact of coffee consumption on NAFLD across different subgroups, and threshold effect analysis was performed to evaluate the nonlinear relationship between coffee consumption and NAFLD prevalence specifically in women.

Setting: Data were from the US - representative NHANES.

Participants: 8062 subjects aged ≥20 years were included.

Results: The weighted prevalence of NAFLD among the participants was 44.18%. After controlling for confounding variables, coffee consumption was found to be negatively associated with the risk of NAFLD (OR = 0.96, 95%CI: 0.94, 0.99). The association between coffee consumption and NAFLD was observed to vary by gender and education level. For the prevention of NAFLD in women, the optimal coffee intake was determined to be 2 cups.

Conclusions: Increasing coffee intake emerges as a potentially effective non-pharmacological strategy for the prevention and management of NAFLD. Notably, for women, consuming 2 cups of coffee appears to represent the optimal threshold for maximizing this beneficial effect.

目的:现有证据表明,咖啡消费与非酒精性脂肪性肝病(NAFLD,现在称为MASLD)之间存在潜在关联,但这种关系的本质仍不明确。本研究的主要目的是全面调查和澄清咖啡摄入量与NAFLD发生之间的关系。设计:采用横断面研究设计,分析2013年至2018年NHANES(National Health and Nutrition Examination Survey,简称NHANES)数据。采用加权单变量和多变量logistic回归模型来评估咖啡消费与NAFLD之间的关系。进行RCS分析以探索任何潜在的非线性关联。研究人员绘制了森林图,将咖啡消费对不同亚组NAFLD的影响可视化,并进行了阈值效应分析,以评估咖啡消费与NAFLD患病率之间的非线性关系,特别是在女性中。背景:数据来自美国NHANES。参与者:8062名年龄≥20岁的受试者。结果:NAFLD的加权患病率为44.18%。在控制了混杂变量后,发现咖啡摄入量与NAFLD风险呈负相关(OR = 0.96, 95%CI: 0.94, 0.99)。咖啡摄入量与NAFLD之间的关系因性别和教育水平而异。为了预防女性NAFLD,最佳的咖啡摄入量被确定为2杯。结论:增加咖啡摄入量是预防和治疗NAFLD的一种潜在有效的非药物策略。值得注意的是,对于女性来说,喝两杯咖啡似乎代表了最大化这种有益效果的最佳阈值。
{"title":"Association between coffee consumption habits and Non-alcoholic fatty liver disease in community-dwelling populations: data from the National Health and Nutrition Examination Survey 2013-2018.","authors":"Penglin Chen, Shiyan Wang, Tao Zhang, En-Qiang Chen","doi":"10.1017/S1368980026101918","DOIUrl":"https://doi.org/10.1017/S1368980026101918","url":null,"abstract":"<p><strong>Objective: </strong>Existing evidence suggests a potential association between coffee consumption and Non-alcoholic fatty liver disease (NAFLD,now known as MASLD), yet the nature of this relationship remains ambiguous. The primary objective of this study was to comprehensively investigate and clarify the association between coffee intake and the occurrence of NAFLD.</p><p><strong>Design: </strong>A cross-sectional study design was employed, analyzing data from NHANES(National Health and Nutrition Examination Survey,NHANES) spanning from 2013 to 2018. Weighted univariate and multivariate logistic regression models were utilized to assess the relationship between coffee consumption and NAFLD. RCS analysis was conducted to explore any potential nonlinear associations. Forest plots were generated to visualize the impact of coffee consumption on NAFLD across different subgroups, and threshold effect analysis was performed to evaluate the nonlinear relationship between coffee consumption and NAFLD prevalence specifically in women.</p><p><strong>Setting: </strong>Data were from the US - representative NHANES.</p><p><strong>Participants: </strong>8062 subjects aged ≥20 years were included.</p><p><strong>Results: </strong>The weighted prevalence of NAFLD among the participants was 44.18%. After controlling for confounding variables, coffee consumption was found to be negatively associated with the risk of NAFLD (OR = 0.96, 95%CI: 0.94, 0.99). The association between coffee consumption and NAFLD was observed to vary by gender and education level. For the prevention of NAFLD in women, the optimal coffee intake was determined to be 2 cups.</p><p><strong>Conclusions: </strong>Increasing coffee intake emerges as a potentially effective non-pharmacological strategy for the prevention and management of NAFLD. Notably, for women, consuming 2 cups of coffee appears to represent the optimal threshold for maximizing this beneficial effect.</p>","PeriodicalId":20951,"journal":{"name":"Public Health Nutrition","volume":" ","pages":"1-31"},"PeriodicalIF":3.0,"publicationDate":"2026-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146100465","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Large Language Model-Assisted Research Question Development in Public Health: A Case Study in the Special Supplemental Nutrition Program for Women, Infants, and Children (WIC). 公共卫生中的大型语言模型辅助研究问题发展:妇女、婴儿和儿童特殊补充营养计划(WIC)的案例研究。
IF 3 3区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2026-02-02 DOI: 10.1017/S1368980026101876
Qi Zhang, Bidusha Neupane, Priyanka Patel, Futun N Alkhalifah, Yi He, Leslie Hodges

Objective: To assess the feasibility of using large language models (LLMs) to develop research questions about changes to the Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) food packages.

Design: We conducted a controlled experiment using ChatGPT-4 and its plugin, MixerBox Scholarly, to generate research questions based on a section of the USDA summary of the final public comments on the WIC revision. Five questions weekly for three weeks were generated using LLMs under two conditions: fed with or without relevant literature. The experiment generated 90 questions, which were evaluated using the FINER criteria (Feasibility, Innovation, Novelty, Ethics, and Relevance). T-tests and multivariate regression examined the difference by feeding status, AI model, evaluator, and criterion.

Setting: The United States.

Participants: Six WIC expert evaluators from academia, government, industry, and non-profit sectors.

Results: Five themes were identified: administrative barriers, nutrition outcomes, participant preferences, economics, and other topics. Feeding and non-feeding groups had no significant differences (Coeff. = 0.03, P = 0.52). MixerBox-generated questions received significantly lower scores than ChatGPT (Coeff. = -0.11, P = 0.02). Ethics scores were significantly higher than feasibility scores (Coeff. = 0.65, P < 0.001). Significant differences were found between the evaluators (P < 0.001).

Conclusions: The LLM applications can assist in developing research questions with acceptable qualities related to the WIC food package revisions. Future research is needed to compare the development of research questions between LLMs and human researchers.

目的:评估使用大语言模型(LLMs)对妇女、婴儿和儿童特殊营养补充计划(WIC)食品包装变化进行研究的可行性。设计:我们使用ChatGPT-4及其插件MixerBox academic进行了一个对照实验,根据美国农业部对WIC修订的最终公众评论摘要的一部分生成研究问题。在有或没有相关文献的两种情况下,每周使用llm生成五个问题,持续三周。实验产生了90个问题,使用FINER标准(可行性、创新、新颖性、道德和相关性)对其进行评估。t检验和多元回归通过喂养状态、人工智能模型、评估者和标准来检验差异。背景:美国。参与者:来自学术界、政府、工业界和非营利部门的6名WIC专家评估员。结果:确定了五个主题:行政障碍、营养结果、参与者偏好、经济学和其他主题。饲喂组和非饲喂组间无显著差异(Coeff;= 0.03, p = 0.52)。mixerbox生成的问题得分明显低于ChatGPT (Coeff)。= -0.11, p = 0.02)。伦理得分显著高于可行性得分(Coeff。= 0.65, p < 0.001)。评估者之间存在显著差异(P < 0.001)。结论:LLM应用程序可以帮助开发与WIC食品包装修订相关的可接受质量的研究问题。未来的研究需要比较法学硕士和人类研究人员之间研究问题的发展。
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引用次数: 0
The food industry's role in influencing consumer demand for healthy and unhealthy food: perspectives from Australian food companies. 食品工业在影响消费者对健康和不健康食品需求方面的作用:来自澳大利亚食品公司的观点。
IF 3 3区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2026-01-30 DOI: 10.1017/S1368980026101943
Josephine Marshall, Jasmine Chan, Sally Schultz, Sarah Dean, Cliona Ni Mhurchu, Gary Sacks

Objective: This study sought to explore how food company representatives perceive the food industry's role in responding to and driving consumer demand for healthy and unhealthy foods.

Design: Semi-structured interviews were conducted in 2022 by 2-3 researchers to explore food company representatives' perspectives related to consumer demand for healthy and unhealthy food. Detailed field notes, including verbatim quotes, were recorded, and the data analysed thematically.

Setting: This study was part of a government funded 12-month intervention program to assess the impact of tailored support for food companies on company nutrition-related policies and practices.

Participants: 32 food company representatives from 13 large food and beverage manufacturers in Australia.

Results: Six themes were identified. Company representatives acknowledged that manufacturers actively shaped demand for both healthy and unhealthy foods. Healthy reformulation and aspects of nutrition labelling were constrained by anticipated consumer resistance, while demand for 'less healthy' products was driven by non-health attributes such as taste, comfort and affordability. Internal company marketing teams held significant influence regarding product development, promotion and labelling. Supermarkets were perceived as shaping demand via their marketing strategies. The competitive landscape, driven by pursuit of market share, was seen to fuel an ongoing cycle of promotion of 'less healthy' products.

Conclusions: Food companies acknowledge playing an active role in influencing consumer demand for healthy and unhealthy food and beverages. A whole-of-system response, including changes in government regulation and practice change by the food industry, is needed to drive stronger action and accountability from food companies to support healthier diets.

目的:本研究旨在探讨食品公司代表如何看待食品行业在应对和推动消费者对健康和不健康食品的需求方面的作用。设计:在2022年由2-3名研究人员进行了半结构化访谈,以探讨食品公司代表对健康和不健康食品消费者需求的看法。详细的现场记录,包括逐字引用,被记录下来,并对数据进行主题分析。背景:这项研究是政府资助的为期12个月的干预计划的一部分,该计划旨在评估为食品公司提供量身定制的支持对公司营养相关政策和做法的影响。参会人员:来自澳大利亚13家大型食品饮料生产商的32家食品公司代表。结果:确定了六个主题。公司代表承认,制造商积极塑造对健康食品和不健康食品的需求。健康的重新配方和营养标签方面受到预期消费者抵制的制约,而对“不太健康”产品的需求则受到口味、舒适度和可负担性等非健康属性的推动。公司内部营销团队在产品开发、推广和标签方面具有重要影响力。人们认为超市通过营销策略来塑造需求。在追求市场份额的驱动下,竞争格局被视为推动了“不太健康”产品促销的持续循环。结论:食品公司承认在影响消费者对健康和不健康食品和饮料的需求方面发挥了积极作用。需要采取全系统应对措施,包括改变政府监管和食品行业的做法,以推动食品公司采取更强有力的行动和问责制,支持更健康的饮食。
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引用次数: 0
Vitamin D status during pregnancy modulates the effect of pre-pregnancy obesity on gestational diabetes mellitus risk: a birth cohort study. 妊娠期维生素D水平调节孕前肥胖对妊娠期糖尿病风险的影响:一项出生队列研究
IF 3 3区 医学 Q2 NUTRITION & DIETETICS Pub Date : 2026-01-26 DOI: 10.1017/S1368980026101906
Ali H Ziyab, Abdullah Al-Taiar, Reem Al-Sabah, Majeda S Hammoud, Saeed Akhtar

Objective: To determine whether gestational vitamin D status modulates the effect of pre-pregnancy obesity on gestational diabetes mellitus (GDM) risk while stratifying by maternal age.

Design: Birth cohort.

Setting: A major maternity hospital in Kuwait.

Participants: Pregnant women in their second/third trimester of gestation were enrolled. Pre-pregnancy body mass index (BMI, kg/m2) was categorized as under/normal weight (<25.0), overweight (25.0 to <30.0), and obesity (≥30.0). Gestational 25-hydroxyvitamin D concentrations were categorized as deficiency (<50 nmol/L) or insufficiency/sufficiency (≥50 nmol/L). GDM status was ascertained according to international guidelines. Adjusted odds ratios (aOR) and 95% confidence intervals (CI) were estimated using logistic regression.

Results: Data from 957 pregnant women were analyzed, with GDM affecting 166 (17.4%) pregnancies. Pre-pregnancy obesity and gestational vitamin D deficiency was ascertained in 275 (28.7%) and 533 (55.7%) pregnant women, respectively. The association between pre-pregnancy obesity and GDM risk differed according to maternal age and gestational vitamin D status (Pinteraction[BMI × age × vitamin D]=0.041). Among women aged <35 years (n=710), pre-pregnancy obesity compared to under/normal weight was associated with increased GDM risk among women with gestational vitamin D deficiency (aOR: 2.72, 95% CI: 1.18-6.23) and vitamin D insufficiency/sufficiency (2.55, 1.15-5.62). In contrast, among women aged ≥35 years (n=247), pre-pregnancy obesity compared to under/normal weight was associated with increased GDM risk among women with gestational vitamin D deficiency (6.92, 1.45-33.04), but not among women with vitamin D insufficiency/sufficiency (1.13, 0.36-3.56).

Conclusions: Gestational vitamin D status modulates the effect of pre-pregnancy obesity on GDM risk in an age-specific manner.

目的:探讨妊娠期维生素D水平是否调节孕前肥胖对妊娠期糖尿病(GDM)风险的影响,并按产妇年龄分层。设计:出生队列。环境:科威特一家大型妇产医院。参与者:在妊娠中期/晚期的孕妇被纳入。孕前体重指数(BMI, kg/m2)分为体重不足/正常(结果:957名孕妇的数据被分析,其中GDM影响166例(17.4%)妊娠。怀孕前肥胖和妊娠期维生素D缺乏的孕妇分别为275名(28.7%)和533名(55.7%)。孕前肥胖与GDM风险的相关性因产妇年龄和妊娠期维生素D水平而异(p交互作用[BMI ×年龄×维生素D]=0.041)。结论:妊娠期维生素D水平可调节孕前肥胖对GDM风险的影响,并具有年龄特异性。
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Public Health Nutrition
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