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Food away from home and body mass outcomes: Taking heterogeneity into account enhances quality of results

Authors
 Tae Hyun Kim  ;  Eui-Kyung Lee  ;  Euna Han 
Citation
 NUTRITION, Vol.30(9) : 1015-1021, 2014 
Journal Title
 NUTRITION 
ISSN
 0899-9007 
Issue Date
2014
MeSH
Adult ; Aged ; Body Mass Index* ; Energy Intake* ; Feeding Behavior* ; Female ; Humans ; Male ; Middle Aged ; Obesity/etiology* ; Regression Analysis ; Republic of Korea ; Restaurants* ; Waist Circumference*
Keywords
Body mass index ; Food away from home ; Heavy consumption ; Quantile regression ; Waist circumference
Abstract
OBJECTIVES:The aim of this study was to explore the heterogeneous association of consumption of food away from home (FAFH) with individual body mass outcomes including body mass index and waist circumference over the entire conditional distribution of each outcome. METHODS:Information on 16,403 adults obtained from nationally representative data on nutrition and behavior in Korea was used. A quantile regression model captured the variability of the association of FAFH with body mass outcomes across the entire conditional distribution of each outcome measure. Heavy FAFH consumption was defined as obtaining ≥1400 kcal from FAFH on a single day. RESULTS:Heavy FAFH consumption, specifically at full-service restaurants, was significantly associated with higher body mass index (+0.46 kg/m2 at the 50th quantile, 0.55 at the 75th, 0.66 at the 90th, and 0.44 at the 95th) and waist circumference (+0.96 cm at the 25th quantile, 1.06 cm at the 50th, 1.35 cm at the 75th, and 0.96 cm at the 90th quantiles) with overall larger associations at higher quantiles. Findings of the study indicate that conventional regression methods may mask important heterogeneity in the association between heavy FAFH consumption and body mass outcomes. CONCLUSION:Further public health efforts are needed to improve the nutritional quality of affordable FAFH choices and nutrition education and to establish a healthy food consumption environment.
Full Text
http://www.sciencedirect.com/science/article/pii/S0899900714000896
DOI
10.1016/j.nut.2014.02.004
Appears in Collections:
4. Graduate School of Public Health (보건대학원) > Graduate School of Public Health (보건대학원) > 1. Journal Papers
Yonsei Authors
Kim, Tae Hyun(김태현) ORCID logo https://orcid.org/0000-0003-1053-8958
URI
https://ir.ymlib.yonsei.ac.kr/handle/22282913/99297
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