FAST FOOD PRICES AND ADULT BODY WEIGHT OUTCOMES: EVIDENCE BASED ON LONGITUDINAL QUANTILE REGRESSION MODELS

被引:6
|
作者
Han, Euna [1 ]
Powell, Lisa M. [2 ]
机构
[1] Gachon Univ, Coll Pharm, Inchon 406799, South Korea
[2] Univ Illinois, Inst Hlth Res & Policy, Chicago, IL 60608 USA
关键词
US ADULTS; MASS INDEX; NUTRIENT INTAKE; RESTAURANT USE; DIET QUALITY; YOUNG-ADULTS; OBESITY; CONSUMPTION; ADOLESCENTS; CHILDREN;
D O I
10.1111/j.1465-7287.2012.00322.x
中图分类号
F [经济];
学科分类号
02 ;
摘要
With a parallel increase in the consumption of food away from home, particularly fast food, and the obesity prevalence in the United States, evidence on the potential effectiveness of fiscal pricing policies to curb obesity is needed. We estimate changes in the dispersion of the entire conditional distribution of body mass index (BMI) associated with changes in fast food prices for adults using the National Longitudinal Survey of Youth 1979 in cross-sectional and longitudinal quantile regression models. We find that the ordinary least squares estimate for men underestimates the negative relationship of fast food prices with BMI at the 50th and upper quantiles in cross-sectional models although the statistical significance disappears in the longitudinal individual fixed effects quantile regression. Among subpopulations, we find that a 10% increase in the price of fast food is associated with 0.9% and 0.7% lower BMI for low-income women and women with any children, respectively, at the 90th quantile in a longitudinal individual fixed effects model. Our results imply that fiscal pricing policies such as fast food taxes might have a greater impact on the weight outcomes of low-income women or women with children in the upper tail of the conditional BMI distribution (JEL I00, I19).
引用
收藏
页码:528 / 536
页数:9
相关论文
共 24 条
  • [1] Asymmetric dynamics in REIT prices: Further evidence based on quantile regression analysis
    Lee, Chien-Chiang
    Lee, Cheng-Feng
    Lee, Chi-Chuan
    ECONOMIC MODELLING, 2014, 42 : 29 - 37
  • [2] Asymmetric Effects of Local and Global Variables on Domestic Food Prices in China: An Evidence from Quantile on Quantile Regression Technique
    Chang, Bisharat Hussain
    Saxena, Ashish K.
    Privara, Andrej
    Uddin, Mohammed Ahmar
    Cruz, Sebastian
    JOURNAL OF INTERNATIONAL COMMERCE ECONOMICS AND POLICY, 2024, 15 (03)
  • [3] Heterogeneity in food expenditure among US families: evidence from longitudinal quantile regression
    Gupta A.
    Mirghasemi S.
    Rahman M.A.
    Indian Economic Review, 2021, 56 (1) : 25 - 48
  • [4] The asymmetric effects of oil price shocks on the world food prices: Fresh evidence from quantile-on-quantile regression approach
    Sun, Yunpeng
    Gao, Pengpeng
    Raza, Syed Ali
    Shah, Nida
    Sharif, Arshian
    ENERGY, 2023, 270
  • [5] Gaussian copula based composite quantile regression in semivarying models with longitudinal data
    Wang, Kangning
    Jin, Haotian
    Sun, Xiaofei
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2022, 51 (04) : 1110 - 1132
  • [6] Empirical-likelihood-based confidence intervals for quantile regression models with longitudinal data
    Li, Mei
    Ratnasingam, Suthakaran
    Ning, Wei
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2022, 92 (12) : 2536 - 2553
  • [7] Fast-food consumption and body weight. Evidence from the UK
    Pieroni, L.
    Salmasi, L.
    FOOD POLICY, 2014, 46 : 94 - 105
  • [8] Estimation of the relationships between irisin concentration and food intake, body weight and body temperature using polynomial regression models in the rats
    Tekin, S.
    Colak, C.
    Erden, Y.
    Sandal, S.
    ACTA PHYSIOLOGICA, 2014, 211 : 138 - 138
  • [9] Bayesian quantile regression-based partially linear mixed-effects joint models for longitudinal data with multiple features
    Zhang, Hanze
    Huang, Yangxin
    Wang, Wei
    Chen, Henian
    Langland-Orban, Barbara
    STATISTICAL METHODS IN MEDICAL RESEARCH, 2019, 28 (02) : 569 - 588
  • [10] Dynamic relations between fast-food restaurant and body weight status: a longitudinal and multilevel analysis of Chinese adults
    Xu, Hongwei
    Short, Susan E.
    Liu, Tao
    JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH, 2013, 67 (03) : 271 - 279