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Projection of Diabetes Prevalence in Korean Adults for the Year 2030 Using Risk Factors Identified from National Data

BACKGROUND: A number of studies have reported future prevalence estimates for diabetes mellitus (DM), but these studies have been limited for the Korean population. The present study aimed to construct a forecasting model that includes risk factors for type 2 DM using individual- and national-level...

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Autor principal: Baik, Inkyung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Korean Diabetes Association 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6387874/
https://www.ncbi.nlm.nih.gov/pubmed/30398038
http://dx.doi.org/10.4093/dmj.2018.0043
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author Baik, Inkyung
author_facet Baik, Inkyung
author_sort Baik, Inkyung
collection PubMed
description BACKGROUND: A number of studies have reported future prevalence estimates for diabetes mellitus (DM), but these studies have been limited for the Korean population. The present study aimed to construct a forecasting model that includes risk factors for type 2 DM using individual- and national-level data for Korean adults to produce prevalence estimates for the year 2030. METHODS: Time series data from the Korea National Health and Nutrition Examination Survey and national statistics from 2005 to 2013 were used. The study subjects were 13,908 male and 18,697 female adults aged 30 years or older who were free of liver cirrhosis. Stepwise logistic regression analysis was used to select significant factors associated with DM prevalence. RESULTS: The results showed that survey year, age, sex, marital, educational, or occupational status, the presence of obesity or hypertension, smoking status, alcohol consumption, sleep duration, psychological distress or depression, and fertility rate significantly contributed to the 8-year trend in DM prevalence (P<0.05). Based on sex-specific forecasting models that included the above factors, DM prevalence for the year 2030 was predicted to be 29.2% (95% confidence interval [CI], 27.6% to 30.8%) in men and 19.7% (95% CI, 18.2% to 21.2%) in women. CONCLUSION: The present study projected a two-fold increase in the prevalence of DM in 2030 compared with that for the years 2013 and 2014 in Korean adults. Modifiable factors contributing to this increase in DM prevalence, such as obesity, smoking, and psychological factors, may require attention in order to reduce national and individual costs associated with DM.
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spelling pubmed-63878742019-03-04 Projection of Diabetes Prevalence in Korean Adults for the Year 2030 Using Risk Factors Identified from National Data Baik, Inkyung Diabetes Metab J Original Article BACKGROUND: A number of studies have reported future prevalence estimates for diabetes mellitus (DM), but these studies have been limited for the Korean population. The present study aimed to construct a forecasting model that includes risk factors for type 2 DM using individual- and national-level data for Korean adults to produce prevalence estimates for the year 2030. METHODS: Time series data from the Korea National Health and Nutrition Examination Survey and national statistics from 2005 to 2013 were used. The study subjects were 13,908 male and 18,697 female adults aged 30 years or older who were free of liver cirrhosis. Stepwise logistic regression analysis was used to select significant factors associated with DM prevalence. RESULTS: The results showed that survey year, age, sex, marital, educational, or occupational status, the presence of obesity or hypertension, smoking status, alcohol consumption, sleep duration, psychological distress or depression, and fertility rate significantly contributed to the 8-year trend in DM prevalence (P<0.05). Based on sex-specific forecasting models that included the above factors, DM prevalence for the year 2030 was predicted to be 29.2% (95% confidence interval [CI], 27.6% to 30.8%) in men and 19.7% (95% CI, 18.2% to 21.2%) in women. CONCLUSION: The present study projected a two-fold increase in the prevalence of DM in 2030 compared with that for the years 2013 and 2014 in Korean adults. Modifiable factors contributing to this increase in DM prevalence, such as obesity, smoking, and psychological factors, may require attention in order to reduce national and individual costs associated with DM. Korean Diabetes Association 2019-02 2018-10-31 /pmc/articles/PMC6387874/ /pubmed/30398038 http://dx.doi.org/10.4093/dmj.2018.0043 Text en Copyright © 2018 Korean Diabetes Association http://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/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Baik, Inkyung
Projection of Diabetes Prevalence in Korean Adults for the Year 2030 Using Risk Factors Identified from National Data
title Projection of Diabetes Prevalence in Korean Adults for the Year 2030 Using Risk Factors Identified from National Data
title_full Projection of Diabetes Prevalence in Korean Adults for the Year 2030 Using Risk Factors Identified from National Data
title_fullStr Projection of Diabetes Prevalence in Korean Adults for the Year 2030 Using Risk Factors Identified from National Data
title_full_unstemmed Projection of Diabetes Prevalence in Korean Adults for the Year 2030 Using Risk Factors Identified from National Data
title_short Projection of Diabetes Prevalence in Korean Adults for the Year 2030 Using Risk Factors Identified from National Data
title_sort projection of diabetes prevalence in korean adults for the year 2030 using risk factors identified from national data
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6387874/
https://www.ncbi.nlm.nih.gov/pubmed/30398038
http://dx.doi.org/10.4093/dmj.2018.0043
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