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Do changes in objective and subjective family income predict change in children's diets over time? Unique insights using a longitudinal cohort study and fixed effects analysis

机译:家庭客观和主观收入的变化是否可以预测儿童饮食随时间的变化?使用纵向队列研究和固定效应分析获得独特见解

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摘要

Background While an association has been established between low income and poor diet using cross-sectional data, such analysis cannot account for confounding by unobserved characteristics correlated with income and diet, and changes in income and diet cannot be tracked over time. This paper, using longitudinal panel data, explores whether falls in objective and subjective family income predict deterioration in children's diets over time. Methods This paper uses panel data from the nationally representative birth cohort study Growing Up in Scotland. 3279 families have valid data on all dependent, independent and control variables for both time points. Dietary data were collected using maternal recall at sweeps 2 and 5 when the children were aged 22 and 58 months, respectively. Mothers reported on children's variety of consumption of vegetables, fruit and on the frequency of consumption of crisps, sweets and sugary drinks. The dietary variables were ordinal and were analysed using multivariate fixed effects ordinal logistic regression models. Results Controlling for time-varying confounders (children's food fussiness, maternal social class, maternal education, family composition, maternal employment) and for family and child time-invariant characteristics, moving from the highest to the lowest income band was linked to a smaller chance of increased fruit variety from 22 to 58 months (OR=0.42, 95% CI 0.21 to 0.82). Mothers who transitioned from ‘living very comfortably’ to ‘finding it very difficult’ to cope on current income had children who consumed fewer fruit varieties over time (OR=0.40, 95% CI 0.19 to 0.85), and who increased their frequency of consumption of crisps (OR=2.03, 95% CI 1.05 to 3.94) and sweets (OR=2.23, 95% CI 1.18 to 4.20). Conclusions The diets of young children in Scotland deteriorated between the ages of 2 and 5 years across the entire socioeconomic spectrum. Additionally, deterioration in subjective income predicted less healthy diets for children.
机译:背景技术虽然已经使用横断面数据在低收入和不良饮食之间建立了联系,但这种分析无法解释与收入和饮食相关的未观察到的特征造成的混淆,并且无法随时间追踪收入和饮食的变化。本文使用纵向面板数据,探索客观和主观家庭收入的下降是否可以预测儿童饮食随着时间的推移而恶化。方法:本文使用全国代表性的出生队列研究《苏格兰成长》中的面板数据。 3279个系列在两个时间点都具有关于所有因变量,自变量和控制变量的有效数据。当孩子分别为22个月和58个月大时,在第2次和第5次扫描时使用母亲的回忆来收集饮食数据。母亲报告了儿童食用蔬菜,水果的种类以及食用薯片,糖果和含糖饮料的频率。饮食变量为序数,并使用多元固定效应序数逻辑回归模型进行分析。结果对于时变的混杂因素(儿童的饮食习惯,母亲的社会阶层,母亲的教育,家庭组成,母亲的就业)以及家庭和儿童的时不变特征,从最高到最低收入范围的控制与较小的机会相关从22个月增加到58个月(OR = 0.42,95%CI 0.21到0.82)。从“过着舒适的生活”过渡到“发现困难”以应付当前收入的母亲所生的孩子随着时间的推移食用较少的水果品种(OR = 0.40,95%CI 0.19至0.85),并且他们增加了食用频率脆片(OR = 2.03,95%CI为1.05至3.94)和糖果(OR = 2.23,95%CI为1.18至4.20)。结论在整个社会经济范围内,苏格兰的幼儿饮食在2至5岁之间恶化。此外,主观收入的下降预示着儿童的健康饮食会减少。

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