De Vogli Roberto, Kouvonen Anne, Gimeno David
Department of Public Health Sciences, School of Medicine, University of California Davis, One Shields Avenue, Med Sci 1-C, Davis, CA 95616, United States of America (USA).
School of Sociology, Social Policy and Social Work, Queen's University Belfast, Belfast, Northern Ireland .
Bull World Health Organ. 2014 Feb 1;92(2):99-107, 107A. doi: 10.2471/BLT.13.120287.
To investigate the effect of fast food consumption on mean population body mass index (BMI) and explore the possible influence of market deregulation on fast food consumption and BMI.
The within-country association between fast food consumption and BMI in 25 high-income member countries of the Organisation for Economic Co-operation and Development between 1999 and 2008 was explored through multivariate panel regression models, after adjustment for per capita gross domestic product, urbanization, trade openness, lifestyle indicators and other covariates. The possible mediating effect of annual per capita intake of soft drinks, animal fats and total calories on the association between fast food consumption and BMI was also analysed. Two-stage least squares regression models were conducted, using economic freedom as an instrumental variable, to study the causal effect of fast food consumption on BMI.
After adjustment for covariates, each 1-unit increase in annual fast food transactions per capita was associated with an increase of 0.033 kg/m2 in age-standardized BMI (95% confidence interval, CI: 0.013-0.052). Only the intake of soft drinks--not animal fat or total calories--mediated the observed association (β: 0.030; 95% CI: 0.010-0.050). Economic freedom was an independent predictor of fast food consumption (β: 0.27; 95% CI: 0.16-0.37). When economic freedom was used as an instrumental variable, the association between fast food and BMI weakened but remained significant (β: 0.023; 95% CI: 0.001-0.045).
Fast food consumption is an independent predictor of mean BMI in high-income countries. Market deregulation policies may contribute to the obesity epidemic by facilitating the spread of fast food.
研究快餐消费对总体人群体重指数(BMI)的影响,并探讨市场放松管制对快餐消费和BMI的可能影响。
通过多元面板回归模型,对1999年至2008年间经济合作与发展组织25个高收入成员国中快餐消费与BMI之间的国内关联进行了研究,同时对人均国内生产总值、城市化、贸易开放度、生活方式指标和其他协变量进行了调整。还分析了人均每年软饮料、动物脂肪和总热量摄入量对快餐消费与BMI之间关联的可能中介作用。采用经济自由度作为工具变量,进行两阶段最小二乘回归模型,以研究快餐消费对BMI的因果效应。
在对协变量进行调整后,人均每年快餐交易量每增加1个单位,年龄标准化BMI增加0.033kg/m²(95%置信区间,CI:0.013 - 0.052)。只有软饮料的摄入量——而非动物脂肪或总热量——介导了观察到的关联(β:0.030;95%CI:0.010 - 0.050)。经济自由度是快餐消费的独立预测因素(β:0.27;95%CI:0.16 - 0.37)。当将经济自由度用作工具变量时,快餐与BMI之间的关联减弱但仍具有显著性(β:0.023;95%CI:0.001 - 0.045)。
在高收入国家,快餐消费是平均BMI的独立预测因素。市场放松管制政策可能通过促进快餐的传播导致肥胖流行。