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Analyzing the impact of public transit usage on obesity

机译:分析公共交通使用对肥胖的影响

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The objective of this paper is to estimate the impact of county-level public transit usage on obesity prevalence in the United States and assess the potential for public transit usage as an intervention for obesity. This study adopts an instrumental regression approach to implicitly control for potential selection bias due to possible differences in commuting preferences among obese and non-obese populations. United States health data from the 2009 Behavioral Risk Factor Surveillance System and transportation data from the 2009 National Household Travel Survey are aggregated and matched at the county level. County-level public transit accessibility and vehicle ownership rates are chosen as instrumental variables to implicitly control for unobservable commuting preferences. The results of this instrumental regression analysis suggest that a one percent increase in county population usage of public transit is associated with a 0.221 percent decrease in county population obesity prevalence at the alpha=0.01 statistical significance level, when commuting preferences, amount of non-travel physical activity, education level, health resource, and distribution of income are fixed. Hence, this study provides empirical support for the effectiveness of encouraging public transit usage as an intervention strategy for obesity. (C) 2017 Elsevier Inc. All rights reserved.
机译:本文的目的是估计县级公共交通使用对美国肥胖普遍性的影响,并评估公共交通使用作为肥胖的干预潜力。本研究采用乐器回归方法,隐含地控制潜在选择偏差,因为肥胖和非肥胖人群的通勤偏好可能的差异。 2009年2009年行为风险因素监测系统和运输数据来自2009年全国家庭旅游调查的美国健康数据在县级汇总并匹配。选择县级公共交通访问性和车辆所有权率作为乐器变量,以隐式控制不可观察的通勤偏好。这种乐器回归分析的结果表明,县口公共交通的使用量增加了县口肥胖普遍存在的0.221%,在通勤偏好,非旅行金额的统计显着性水平下降0.221%固定身体活动,教育水平,健康资源和收入分配。因此,本研究为令人鼓舞的公共交通使用作为肥胖的干预策略提供了实证支持。 (c)2017年Elsevier Inc.保留所有权利。

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