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Factors Related to Regional Variation in the High-risk Drinking Rate in Korea: Using Quantile Regression
OBJECTIVES: This study aimed to identify regional differences in the high-risk drinking rate among yearly alcohol users in Korea and to identify relevant regional factors for each quintile using quantile regression. METHODS: Data from 227 counties surveyed by the 2017 Korean Community Health Survey...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Korean Society for Preventive Medicine
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8046605/ https://www.ncbi.nlm.nih.gov/pubmed/33845535 http://dx.doi.org/10.3961/jpmph.20.507 |
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author | Kim, Eun Su Nam, Hae-Sung |
author_facet | Kim, Eun Su Nam, Hae-Sung |
author_sort | Kim, Eun Su |
collection | PubMed |
description | OBJECTIVES: This study aimed to identify regional differences in the high-risk drinking rate among yearly alcohol users in Korea and to identify relevant regional factors for each quintile using quantile regression. METHODS: Data from 227 counties surveyed by the 2017 Korean Community Health Survey (KCHS) were analyzed. The analysis dataset included secondary data extracted from the Korean Statistical Information Service and data from the KCHS. To identify regional factors related to the high-risk drinking rate among yearly alcohol users, quantile regression was conducted by dividing the data into 10%, 30%, 50%, 70%, and 90% quantiles, and multiple linear regression was also performed. RESULTS: The current smoking rate, perceived stress rate, crude divorce rate, and financial independence rate, as well as one’s social network, were related to the high-risk drinking rate among yearly alcohol users. The quantile regression revealed that the perceived stress rate was related to all quantiles except for the 90% quantile, and the financial independence rate was related to the 50% to 90% quantiles. The crude divorce rate was related to the high-risk drinking rate among yearly alcohol users in all quantiles. CONCLUSIONS: The findings of this study suggest that local health programs for high-risk drinking are needed in areas with high local stress and high crude divorce rates. |
format | Online Article Text |
id | pubmed-8046605 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Korean Society for Preventive Medicine |
record_format | MEDLINE/PubMed |
spelling | pubmed-80466052021-04-22 Factors Related to Regional Variation in the High-risk Drinking Rate in Korea: Using Quantile Regression Kim, Eun Su Nam, Hae-Sung J Prev Med Public Health Original Article OBJECTIVES: This study aimed to identify regional differences in the high-risk drinking rate among yearly alcohol users in Korea and to identify relevant regional factors for each quintile using quantile regression. METHODS: Data from 227 counties surveyed by the 2017 Korean Community Health Survey (KCHS) were analyzed. The analysis dataset included secondary data extracted from the Korean Statistical Information Service and data from the KCHS. To identify regional factors related to the high-risk drinking rate among yearly alcohol users, quantile regression was conducted by dividing the data into 10%, 30%, 50%, 70%, and 90% quantiles, and multiple linear regression was also performed. RESULTS: The current smoking rate, perceived stress rate, crude divorce rate, and financial independence rate, as well as one’s social network, were related to the high-risk drinking rate among yearly alcohol users. The quantile regression revealed that the perceived stress rate was related to all quantiles except for the 90% quantile, and the financial independence rate was related to the 50% to 90% quantiles. The crude divorce rate was related to the high-risk drinking rate among yearly alcohol users in all quantiles. CONCLUSIONS: The findings of this study suggest that local health programs for high-risk drinking are needed in areas with high local stress and high crude divorce rates. Korean Society for Preventive Medicine 2021-03 2021-03-16 /pmc/articles/PMC8046605/ /pubmed/33845535 http://dx.doi.org/10.3961/jpmph.20.507 Text en Copyright © 2021 The Korean Society for Preventive Medicine https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Kim, Eun Su Nam, Hae-Sung Factors Related to Regional Variation in the High-risk Drinking Rate in Korea: Using Quantile Regression |
title | Factors Related to Regional Variation in the High-risk Drinking Rate in Korea: Using Quantile Regression |
title_full | Factors Related to Regional Variation in the High-risk Drinking Rate in Korea: Using Quantile Regression |
title_fullStr | Factors Related to Regional Variation in the High-risk Drinking Rate in Korea: Using Quantile Regression |
title_full_unstemmed | Factors Related to Regional Variation in the High-risk Drinking Rate in Korea: Using Quantile Regression |
title_short | Factors Related to Regional Variation in the High-risk Drinking Rate in Korea: Using Quantile Regression |
title_sort | factors related to regional variation in the high-risk drinking rate in korea: using quantile regression |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8046605/ https://www.ncbi.nlm.nih.gov/pubmed/33845535 http://dx.doi.org/10.3961/jpmph.20.507 |
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