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@article{ART001538075},
author={Kim, Eun Jung and Kang, Mingyu},
title={Effects of Built Environmental Factors on Obesity and Self-reported Health Status in Seoul Metropolitan Area Using Spatial Regression Model},
journal={The Korea Spatial Planning Review},
issn={1229-8638},
year={2011},
volume={68},
pages={85-98},
doi={10.15793/kspr.2011.68..005}

TY - JOUR
AU - Kim, Eun Jung
AU - Kang, Mingyu
TI - Effects of Built Environmental Factors on Obesity and Self-reported Health Status in Seoul Metropolitan Area Using Spatial Regression Model
JO - The Korea Spatial Planning Review
PY - 2011
VL - 68
IS - null
PB - 국토연구원
SP - 85
EP - 98
SN - 1229-8638
AB - The purpose of this study is to analyze effects of built environmental factors on obesity and self-reported health status using spatial autocorrelation analysis. Spatial unit was 53 si, gun, and gu (local government unit) while spatial area was Seoul Metropolitan Area(SMA). Body mass index(BMI) and self-reported health status were used as dependent variables while 23 built environmental factors and 31 personal factors were used as independent and confounding variables, respectively. Obese (i.e., BMI > 25) population and healthy (i.e., self-reported health status =good, very good) population rates were 31.8% and 50.5%. The Moran’s Is of obese and healthy population were 0.2781 and -0.0413, respectively. Therefore, this study used spatial regression model for obese population while this employed OLS regression model for healthy population. Empirical result showed that obesity population was correlated with the number of fast food restaurants(-) and the length of bike route(-) while no built environmental correlates of healthy population. The significance of this study is to consider the built environmental factor on community health planning.
KW - Built Environment;Obesity;Body Mass Index;Self-reported Health Status;Spatial Autocorrelation
DO - 10.15793/kspr.2011.68..005
ER -

Kim, Eun Jung and Kang, Mingyu. (2011). Effects of Built Environmental Factors on Obesity and Self-reported Health Status in Seoul Metropolitan Area Using Spatial Regression Model. The Korea Spatial Planning Review, 68, 85-98.

Kim, Eun Jung and Kang, Mingyu. 2011, "Effects of Built Environmental Factors on Obesity and Self-reported Health Status in Seoul Metropolitan Area Using Spatial Regression Model", The Korea Spatial Planning Review, vol.68, pp.85-98. Available from: doi:10.15793/kspr.2011.68..005

Kim, Eun Jung, Kang, Mingyu "Effects of Built Environmental Factors on Obesity and Self-reported Health Status in Seoul Metropolitan Area Using Spatial Regression Model" The Korea Spatial Planning Review 68 pp.85-98 (2011) : 85.

Kim, Eun Jung, Kang, Mingyu. Effects of Built Environmental Factors on Obesity and Self-reported Health Status in Seoul Metropolitan Area Using Spatial Regression Model. 2011; 68 85-98. Available from: doi:10.15793/kspr.2011.68..005

Kim, Eun Jung and Kang, Mingyu. "Effects of Built Environmental Factors on Obesity and Self-reported Health Status in Seoul Metropolitan Area Using Spatial Regression Model" The Korea Spatial Planning Review 68(2011) : 85-98.doi: 10.15793/kspr.2011.68..005

Kim, Eun Jung; Kang, Mingyu. Effects of Built Environmental Factors on Obesity and Self-reported Health Status in Seoul Metropolitan Area Using Spatial Regression Model. The Korea Spatial Planning Review, 68, 85-98. doi: 10.15793/kspr.2011.68..005

Kim, Eun Jung; Kang, Mingyu. Effects of Built Environmental Factors on Obesity and Self-reported Health Status in Seoul Metropolitan Area Using Spatial Regression Model. The Korea Spatial Planning Review. 2011; 68 85-98. doi: 10.15793/kspr.2011.68..005

Kim, Eun Jung, Kang, Mingyu. Effects of Built Environmental Factors on Obesity and Self-reported Health Status in Seoul Metropolitan Area Using Spatial Regression Model. 2011; 68 85-98. Available from: doi:10.15793/kspr.2011.68..005

Kim, Eun Jung and Kang, Mingyu. "Effects of Built Environmental Factors on Obesity and Self-reported Health Status in Seoul Metropolitan Area Using Spatial Regression Model" The Korea Spatial Planning Review 68(2011) : 85-98.doi: 10.15793/kspr.2011.68..005