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预测墨西哥在学校禁止非必需、高能量食品和饮料的影响:一项微观模拟研究。

Predicted impact of banning nonessential, energy-dense food and beverages in schools in Mexico: A microsimulation study.

机构信息

National Institute of Public Health, Center for Population Health Research, Mexico.

Division of Biological and Health Sciences, Department of Chemical and Biological Sciences, University of Sonora, Hermosillo, Mexico.

出版信息

PLoS Med. 2024 May 10;21(5):e1004394. doi: 10.1371/journal.pmed.1004394. eCollection 2024 May.

Abstract

BACKGROUND

Childhood obesity is a growing concern worldwide. School-based interventions have been proposed as effective means to improve nutritional knowledge and prevent obesity. In 2023, Mexico approved a reform to the General Education Law to strengthen the ban of sales and advertising of nonessential energy-dense food and beverages (NEDFBs) in schools and surroundings. We aimed to predict the expected one-year change in total caloric intake and obesity prevalence by introducing the ban of NEDFBs sales in schools, among school-aged children and adolescents (6 to 17 years old) in Mexico.

METHODS AND FINDINGS

We used age-specific equations to predict baseline fat-free mass (FFM) and fat mass (FM) and then estimated total energy intake (TEI) per day. The TEI after the intervention was estimated under 4 scenarios: (1) using national data to inform the intervention effect; (2) varying law compliance; (3) using meta-analytic data to inform the intervention effect size on calories; and (4) using national data to inform the intervention effect by sex and socioeconomic status (SES). We used Hall's microsimulation model to estimate the potential impact on body weight and obesity prevalence of children and adolescents 1 year after implementing the intervention in Mexican schools. We found that children could reduce their daily energy intake by 33 kcal/day/person (uncertainty interval, UI, [25, 42] kcal/day/person), reducing on average 0.8 kg/person (UI [0.6, 1.0] kg/person) and 1.5 percentage points (pp) in obesity (UI [1.1, 1.9] pp) 1 year after implementing the law. We showed that compliance will be key to the success of this intervention: considering a 50% compliance the intervention effect could reduce 0.4 kg/person (UI [0.3, 0.5] kg/person). Our sensitivity analysis showed that the ban could reduce body weight by 1.3 kg/person (UI [0.8, 1.8] kg/person) and up to 5.4 kg/person (UI [3.4, 7.5] kg/person) in the best-case scenario. Study limitations include assuming that obesity and the contribution of NEDFBs consumed at school remain constant over time, assuming full compliance, and not considering the potential effect of banning NEDFBs in stores near schools.

CONCLUSIONS

Even in the most conservative scenario, banning sales of NEDFBs in schools is expected to significantly reduce obesity, but achieving high compliance will be key to its success.

WHY WAS THIS STUDY DONE?: - School-based interventions have been recognized as effective means to improve nutritional knowledge and prevent obesity-related diseases.- In December 2023, the Chamber of Representatives of Mexico approved an amendment that strengthens and updates the General Education Law (Article 75) and nutritional guidelines to ban the sales and advertising of nonessential energy-dense food and beverages (NEDFBs) in schools.

WHAT DID THE RESEARCHERS DO AND FIND?: - We used age-specific equations to predict baseline fat-free mass (FFM) and fat mass (FM) and total energy intake (TEI) per day.- We used microsimulation modeling to predict body weight and obesity prevalence of children and adolescents 1 year after implementing the intervention in Mexican schools.- Our modeling study suggests that an important impact on obesity prevalence can be expected if the law is implemented and enforced as intended.

WHAT DO THESE FINDINGS MEAN?: - If successful, this law could serve as an example beyond Mexico on how to achieve changes in body weight through school food regulation.- An important limitation of our main scenario is that we assumed full compliance of schools with the law, yet lower compliance will reduce its impact. We also did not consider historical trends on obesity or NEDFBs consumed in schools during our 1 year simulation, and we considered only the ban impact inside schools, excluding effects near and outside schools.

摘要

背景

儿童肥胖是全球日益严重的问题。学校为基础的干预措施已被提出作为改善营养知识和预防肥胖的有效手段。2023 年,墨西哥批准了对《普通教育法》的改革,以加强禁止在学校及其周围销售和宣传非必需的能量密集型食品和饮料(NEDFBs)。我们旨在通过引入在学校销售 NEDFBs 的禁令,预测墨西哥学龄儿童和青少年(6 至 17 岁)的总热量摄入和肥胖患病率在一年内的预期变化。

方法和发现

我们使用特定年龄的方程来预测基线无脂肪质量(FFM)和脂肪质量(FM),然后估计每天的总能量摄入量(TEI)。在 4 种情况下估计干预后的 TEI:(1)使用国家数据告知干预效果;(2)不同的法律遵守情况;(3)使用荟萃分析数据告知干预对卡路里的影响大小;(4)使用国家数据告知干预对性别和社会经济地位(SES)的影响。我们使用 Hall 的微观模拟模型来估计在墨西哥学校实施干预措施后,儿童和青少年体重和肥胖患病率在 1 年内的潜在影响。我们发现,儿童每天的能量摄入量可以减少 33 卡路里/人(不确定区间,[25,42]卡路里/人),平均每人减少 0.8 公斤(不确定区间,[0.6,1.0]公斤),肥胖率降低 1.5 个百分点(不确定区间,[1.1,1.9]个百分点)。我们表明,遵守法律将是该干预措施成功的关键:考虑到 50%的遵守率,干预措施可以减少 0.4 公斤/人(不确定区间,[0.3,0.5]公斤/人)。我们的敏感性分析表明,在最佳情况下,禁令可以使体重减少 1.3 公斤/人(不确定区间,[0.8,1.8]公斤/人),最多减少 5.4 公斤/人(不确定区间,[3.4,7.5]公斤/人)。研究的局限性包括假设肥胖和在学校消耗的 NEDFBs 的贡献随时间保持不变,假设完全遵守法律,以及不考虑在学校附近商店禁止销售 NEDFBs 的潜在影响。

结论

即使在最保守的情况下,禁止在学校销售 NEDFBs 预计也会显著降低肥胖率,但实现高遵守率将是其成功的关键。

为什么要进行这项研究?- 学校为基础的干预措施已被公认为改善营养知识和预防肥胖相关疾病的有效手段。- 2023 年 12 月,墨西哥众议院批准了一项修正案,加强和更新了《普通教育法》(第 75 条)和营养指南,禁止在学校销售和宣传非必需的能量密集型食品和饮料(NEDFBs)。

研究人员做了什么和发现了什么?- 我们使用特定年龄的方程来预测基线无脂肪质量(FFM)和脂肪质量(FM)和每天的总能量摄入量(TEI)。- 我们使用微观模拟模型来预测在墨西哥学校实施干预措施后,儿童和青少年体重和肥胖患病率在 1 年内的变化。- 我们的模型研究表明,如果该法律得到实施和执行,就可以预期对肥胖患病率产生重大影响。

这些发现意味着什么?- 如果成功,该法律可以作为墨西哥以外如何通过学校食品监管来改变体重的范例。- 我们主要情景的一个重要限制是,我们假设学校完全遵守法律,但较低的遵守率将降低其影响。我们也没有考虑在我们 1 年的模拟中肥胖或在学校消耗的 NEDFBs 的历史趋势,并且我们只考虑了学校内的禁令影响,不包括学校内外的影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5bf4/11086919/1b82410e1735/pmed.1004394.g001.jpg

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