Prediction model study of overweight and obesity in preschool children with allergic diseases from an ecological perspective

Abstract Background Allergic diseases have a high incidence in childhood and a high chance to be carried over into adulthood unless appropriately treated during childhood, it is important that healthcare providers actively manage these diseases. This study was to identify multidimensional factors th...

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Main Authors: Jeong-Won Han, Da-Jung Kim
Format: Article
Language:English
Published: BMC 2021-01-01
Series:BMC Pediatrics
Subjects:
Online Access:https://doi.org/10.1186/s12887-021-02515-4
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author Jeong-Won Han
Da-Jung Kim
author_facet Jeong-Won Han
Da-Jung Kim
author_sort Jeong-Won Han
collection DOAJ
description Abstract Background Allergic diseases have a high incidence in childhood and a high chance to be carried over into adulthood unless appropriately treated during childhood, it is important that healthcare providers actively manage these diseases. This study was to identify multidimensional factors that affect weight gain in preschool children with allergic diseases. Methods The overweight and obesity prediction model for children with allergic diseases was analyzed using multiple logistic regression analysis and a decision tree model and the present study was a secondary data analysis study that used data from the Panel Study on Korean Children conducted by the Korea Institute of Child Care and Education. Results The significance of this study is identify multidimensional factors that affect weight gain in preschool children with allergic diseases, which found that children (gender, sitting time during weekdays, sleeping hours during weekends,), parent (education level, mother’s job, quality of the home environment), local community (convenience of local community facilities, satisfaction level with local community facilities, quality of childcare in the local community) characteristics affected overweight and obesity at multidimensional levels as risk factors. Conclusions The significance of this study is identify multidimensional factors that affect weight gain in preschool children with allergic diseases using the data of the Panel Study on Korean Children, which found that children, parent, local community characteristics affected overweight and obesity at multidimensional levels as risk factors.
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spelling doaj.art-fbe4a0661c844834ba48797af8a823322022-12-21T19:38:04ZengBMCBMC Pediatrics1471-24312021-01-0121111010.1186/s12887-021-02515-4Prediction model study of overweight and obesity in preschool children with allergic diseases from an ecological perspectiveJeong-Won Han0Da-Jung Kim1College of Nursing Science, Kyung Hee UniversityCollege of Nursing Science, Kyung Hee UniversityAbstract Background Allergic diseases have a high incidence in childhood and a high chance to be carried over into adulthood unless appropriately treated during childhood, it is important that healthcare providers actively manage these diseases. This study was to identify multidimensional factors that affect weight gain in preschool children with allergic diseases. Methods The overweight and obesity prediction model for children with allergic diseases was analyzed using multiple logistic regression analysis and a decision tree model and the present study was a secondary data analysis study that used data from the Panel Study on Korean Children conducted by the Korea Institute of Child Care and Education. Results The significance of this study is identify multidimensional factors that affect weight gain in preschool children with allergic diseases, which found that children (gender, sitting time during weekdays, sleeping hours during weekends,), parent (education level, mother’s job, quality of the home environment), local community (convenience of local community facilities, satisfaction level with local community facilities, quality of childcare in the local community) characteristics affected overweight and obesity at multidimensional levels as risk factors. Conclusions The significance of this study is identify multidimensional factors that affect weight gain in preschool children with allergic diseases using the data of the Panel Study on Korean Children, which found that children, parent, local community characteristics affected overweight and obesity at multidimensional levels as risk factors.https://doi.org/10.1186/s12887-021-02515-4AllergyChildrenOverweightObesity
spellingShingle Jeong-Won Han
Da-Jung Kim
Prediction model study of overweight and obesity in preschool children with allergic diseases from an ecological perspective
BMC Pediatrics
Allergy
Children
Overweight
Obesity
title Prediction model study of overweight and obesity in preschool children with allergic diseases from an ecological perspective
title_full Prediction model study of overweight and obesity in preschool children with allergic diseases from an ecological perspective
title_fullStr Prediction model study of overweight and obesity in preschool children with allergic diseases from an ecological perspective
title_full_unstemmed Prediction model study of overweight and obesity in preschool children with allergic diseases from an ecological perspective
title_short Prediction model study of overweight and obesity in preschool children with allergic diseases from an ecological perspective
title_sort prediction model study of overweight and obesity in preschool children with allergic diseases from an ecological perspective
topic Allergy
Children
Overweight
Obesity
url https://doi.org/10.1186/s12887-021-02515-4
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AT dajungkim predictionmodelstudyofoverweightandobesityinpreschoolchildrenwithallergicdiseasesfromanecologicalperspective