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Trends in age-standardised prevalence of type 2 diabetes mellitus according to country from 1990 to 2017 and their association with socioeconomic, lifestyle and health indicators: An ecological study
BACKGROUND: There is a need for global public health strategies to effectively curb the ever-growing global diabetes population. This longitudinal ecological study was conducted to elucidate the country-specific trends of the age-standardised prevalence of type 2 diabetes mellitus (T2DM) and their a...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
International Society of Global Health
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7915945/ https://www.ncbi.nlm.nih.gov/pubmed/33692890 http://dx.doi.org/10.7189/jogh.11.04005 |
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author | Shirai, Yoshiro Imai, Tomoko Sezaki, Ayako Miyamoto, Keiko Kawase, Fumiya Abe, Chisato Sanada, Masayo Inden, Ayaka Kato, Takumi Suzuki, Norie Shimokata, Hiroshi |
author_facet | Shirai, Yoshiro Imai, Tomoko Sezaki, Ayako Miyamoto, Keiko Kawase, Fumiya Abe, Chisato Sanada, Masayo Inden, Ayaka Kato, Takumi Suzuki, Norie Shimokata, Hiroshi |
author_sort | Shirai, Yoshiro |
collection | PubMed |
description | BACKGROUND: There is a need for global public health strategies to effectively curb the ever-growing global diabetes population. This longitudinal ecological study was conducted to elucidate the country-specific trends of the age-standardised prevalence of type 2 diabetes mellitus (T2DM) and their association with socioeconomic, lifestyle and health indicators. METHODS: Data pertaining to the age-standardised prevalence of T2DM (rates per 100 000) and socioeconomic, lifestyle and health indicators were obtained from several international databases. Data available from 1990 to 2017 for 139 countries with populations of 1 million or greater were analysed, followed by estimation of slopes for T2DM prevalence in each country. The longitudinal association between T2DM and the standardised variables of socioeconomic, lifestyle and health indicators was fitted using a generalised linear mixed-effects model with random intercept for each country and random slope for year. RESULTS: The country-specific age-standardised prevalence of T2DM decreased significantly in 9 countries, remained unchanged in 11 countries and increased significantly in 119 countries. The estimated standardised effect of age-standardised education for T2DM was the largest at −524.5 (SE; 109.9), followed by −514.8 (SE; 95.6) for physical activity and 398.8 (SE; 45.8) for body mass index (BMI) (P < 0.0001 for all). CONCLUSIONS: The factors largely associated with global T2DM prevalence and trends were years of education, followed by physical activity and BMI. This study also provides basic resources for examining public health approaches to curb the increase in global T2DM prevalence. |
format | Online Article Text |
id | pubmed-7915945 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | International Society of Global Health |
record_format | MEDLINE/PubMed |
spelling | pubmed-79159452021-03-09 Trends in age-standardised prevalence of type 2 diabetes mellitus according to country from 1990 to 2017 and their association with socioeconomic, lifestyle and health indicators: An ecological study Shirai, Yoshiro Imai, Tomoko Sezaki, Ayako Miyamoto, Keiko Kawase, Fumiya Abe, Chisato Sanada, Masayo Inden, Ayaka Kato, Takumi Suzuki, Norie Shimokata, Hiroshi J Glob Health Articles BACKGROUND: There is a need for global public health strategies to effectively curb the ever-growing global diabetes population. This longitudinal ecological study was conducted to elucidate the country-specific trends of the age-standardised prevalence of type 2 diabetes mellitus (T2DM) and their association with socioeconomic, lifestyle and health indicators. METHODS: Data pertaining to the age-standardised prevalence of T2DM (rates per 100 000) and socioeconomic, lifestyle and health indicators were obtained from several international databases. Data available from 1990 to 2017 for 139 countries with populations of 1 million or greater were analysed, followed by estimation of slopes for T2DM prevalence in each country. The longitudinal association between T2DM and the standardised variables of socioeconomic, lifestyle and health indicators was fitted using a generalised linear mixed-effects model with random intercept for each country and random slope for year. RESULTS: The country-specific age-standardised prevalence of T2DM decreased significantly in 9 countries, remained unchanged in 11 countries and increased significantly in 119 countries. The estimated standardised effect of age-standardised education for T2DM was the largest at −524.5 (SE; 109.9), followed by −514.8 (SE; 95.6) for physical activity and 398.8 (SE; 45.8) for body mass index (BMI) (P < 0.0001 for all). CONCLUSIONS: The factors largely associated with global T2DM prevalence and trends were years of education, followed by physical activity and BMI. This study also provides basic resources for examining public health approaches to curb the increase in global T2DM prevalence. International Society of Global Health 2021-01-31 /pmc/articles/PMC7915945/ /pubmed/33692890 http://dx.doi.org/10.7189/jogh.11.04005 Text en Copyright © 2021 by the Journal of Global Health. All rights reserved. http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. |
spellingShingle | Articles Shirai, Yoshiro Imai, Tomoko Sezaki, Ayako Miyamoto, Keiko Kawase, Fumiya Abe, Chisato Sanada, Masayo Inden, Ayaka Kato, Takumi Suzuki, Norie Shimokata, Hiroshi Trends in age-standardised prevalence of type 2 diabetes mellitus according to country from 1990 to 2017 and their association with socioeconomic, lifestyle and health indicators: An ecological study |
title | Trends in age-standardised prevalence of type 2 diabetes mellitus according to country from 1990 to 2017 and their association with socioeconomic, lifestyle and health indicators: An ecological study |
title_full | Trends in age-standardised prevalence of type 2 diabetes mellitus according to country from 1990 to 2017 and their association with socioeconomic, lifestyle and health indicators: An ecological study |
title_fullStr | Trends in age-standardised prevalence of type 2 diabetes mellitus according to country from 1990 to 2017 and their association with socioeconomic, lifestyle and health indicators: An ecological study |
title_full_unstemmed | Trends in age-standardised prevalence of type 2 diabetes mellitus according to country from 1990 to 2017 and their association with socioeconomic, lifestyle and health indicators: An ecological study |
title_short | Trends in age-standardised prevalence of type 2 diabetes mellitus according to country from 1990 to 2017 and their association with socioeconomic, lifestyle and health indicators: An ecological study |
title_sort | trends in age-standardised prevalence of type 2 diabetes mellitus according to country from 1990 to 2017 and their association with socioeconomic, lifestyle and health indicators: an ecological study |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7915945/ https://www.ncbi.nlm.nih.gov/pubmed/33692890 http://dx.doi.org/10.7189/jogh.11.04005 |
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