Piernas Carmen, Ng Shu Wen, Mendez Michelle A, Gordon-Larsen Penny, Popkin Barry M
Am J Epidemiol. 2015 May 1;181(9):661-71. doi: 10.1093/aje/kwu317. Epub 2015 Mar 31.
Investigating the association between consumption of sweetened beverages and dietary quality is challenging because issues such as reverse causality and unmeasured confounding might result in biased and inconsistent estimates. Using a dynamic panel model with instrumental variables to address those issues, we examined the independent associations of beverages sweetened with caloric and low-calorie sweeteners with dietary quality and food-purchasing patterns. We analyzed purchase data from the Homescan survey, an ongoing, longitudinal, nationally representative US survey, from 2000 to 2010 (n = 34,294). Our model included lagged measures of dietary quality and beverage purchases (servings/day in the previous year) as exposures to predict the outcomes (macronutrient (kilocalories per capita per day; %), total energy, and food purchases) in the next year after adjustment for other sociodemographic covariates. Despite secular declines in purchases (kilocalories per capita per day) from all sources, each 1-serving/day increase in consumption of either beverage type resulted in higher purchases of total daily kilocalories and kilocalories from food, carbohydrates, total sugar, and total fat. Each 1-serving/day increase in consumption of either beverage was associated with more purchases of caloric-sweetened desserts or sweeteners, which accounted for a substantial proportion of the increase in total kilocalories. We concluded that consumers of both beverages sweetened with low-calorie sweeteners and beverages sweetened with caloric sweeteners had poorer dietary quality, exhibited higher energy from all purchases, sugar, and fat, and purchased more caloric-sweetened desserts/caloric sweeteners compared with nonconsumers.
研究甜味饮料消费与饮食质量之间的关联具有挑战性,因为诸如反向因果关系和未测量的混杂因素等问题可能导致有偏差且不一致的估计。我们使用带有工具变量的动态面板模型来解决这些问题,研究了用热量型甜味剂和低热量甜味剂加糖的饮料与饮食质量及食品购买模式之间的独立关联。我们分析了来自家庭扫描调查的购买数据,该调查是一项正在进行的、具有全国代表性的美国纵向调查,时间跨度为2000年至2010年(n = 34,294)。我们的模型纳入了饮食质量和饮料购买量(前一年每天的份数)的滞后测量值作为暴露因素,以预测在调整其他社会人口统计学协变量后下一年的结果(宏量营养素(人均每日千卡数;%)、总能量和食品购买量)。尽管所有来源的购买量(人均每日千卡数)呈长期下降趋势,但两种饮料类型的消费量每增加1份/天,都会导致每日总千卡数以及来自食物、碳水化合物、总糖和总脂肪的千卡数购买量增加。两种饮料的消费量每增加1份/天,都与更多热量型甜味甜点或甜味剂的购买量相关,这些热量型甜味甜点或甜味剂占总千卡数增加量的很大一部分。我们得出结论,与不饮用者相比,饮用低热量甜味剂加糖饮料和热量型甜味剂加糖饮料的消费者饮食质量较差,所有购买食品中的能量、糖和脂肪含量更高,且购买了更多热量型甜味甜点/热量型甜味剂。