Cargando…

Association between urbanisation and type 2 diabetes: an ecological study

INTRODUCTION: Previous studies have explored the effect of urbanisation on the prevalence of type 2 diabetes (T2D) at regional/national level. The aim of this study is to investigate the association between urbanisation and T2D at country level, worldwide, and to explore the role of intermediate var...

Descripción completa

Detalles Bibliográficos
Autores principales: Gassasse, Zakariah, Smith, Dianna, Finer, Sarah, Gallo, Valentina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5663267/
https://www.ncbi.nlm.nih.gov/pubmed/29104770
http://dx.doi.org/10.1136/bmjgh-2017-000473
_version_ 1783274791715733504
author Gassasse, Zakariah
Smith, Dianna
Finer, Sarah
Gallo, Valentina
author_facet Gassasse, Zakariah
Smith, Dianna
Finer, Sarah
Gallo, Valentina
author_sort Gassasse, Zakariah
collection PubMed
description INTRODUCTION: Previous studies have explored the effect of urbanisation on the prevalence of type 2 diabetes (T2D) at regional/national level. The aim of this study is to investigate the association between urbanisation and T2D at country level, worldwide, and to explore the role of intermediate variables (physical inactivity, sugar consumption and obesity). The potential effect modification of gross domestic product (GDP) was also assessed. METHODS: Data for 207 countries were collected from accessible datasets. Direct acyclic graphs were used to describe the association between urbanisation, T2D and their intermediate variables (physical inactivity, sugar consumption and obesity). Urbanisation was measured as urban percentage (UP) and as agglomeration index (AI). Crude and multivariate linear regression analyses were conducted to explore selected associations. The interaction between urbanisation and T2D across levels of GDP per capita was investigated. RESULTS: The association between urbanisation and T2D diverged by exposure: AI was positively associated, while UP negatively associated with T2D prevalence. Physical inactivity and obesity were statistically significantly associated with increased prevalence of T2D. In middle-income countries (MIC) UP, AI and GDP were significantly associated with T2D prevalence, while in high-income countries (HIC), physical inactivity and obesity were the main determinant of T2D prevalence. CONCLUSIONS: The type of urban growth, not urbanisation per se, predicted T2D prevalence at country level. In MIC, population density and GDP were the main determinant of diabetes, while in HIC. these were physical inactivity and obesity. Globalisation is playing an important role in the rise of T2D worldwide.
format Online
Article
Text
id pubmed-5663267
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher BMJ Publishing Group
record_format MEDLINE/PubMed
spelling pubmed-56632672017-11-03 Association between urbanisation and type 2 diabetes: an ecological study Gassasse, Zakariah Smith, Dianna Finer, Sarah Gallo, Valentina BMJ Glob Health Research INTRODUCTION: Previous studies have explored the effect of urbanisation on the prevalence of type 2 diabetes (T2D) at regional/national level. The aim of this study is to investigate the association between urbanisation and T2D at country level, worldwide, and to explore the role of intermediate variables (physical inactivity, sugar consumption and obesity). The potential effect modification of gross domestic product (GDP) was also assessed. METHODS: Data for 207 countries were collected from accessible datasets. Direct acyclic graphs were used to describe the association between urbanisation, T2D and their intermediate variables (physical inactivity, sugar consumption and obesity). Urbanisation was measured as urban percentage (UP) and as agglomeration index (AI). Crude and multivariate linear regression analyses were conducted to explore selected associations. The interaction between urbanisation and T2D across levels of GDP per capita was investigated. RESULTS: The association between urbanisation and T2D diverged by exposure: AI was positively associated, while UP negatively associated with T2D prevalence. Physical inactivity and obesity were statistically significantly associated with increased prevalence of T2D. In middle-income countries (MIC) UP, AI and GDP were significantly associated with T2D prevalence, while in high-income countries (HIC), physical inactivity and obesity were the main determinant of T2D prevalence. CONCLUSIONS: The type of urban growth, not urbanisation per se, predicted T2D prevalence at country level. In MIC, population density and GDP were the main determinant of diabetes, while in HIC. these were physical inactivity and obesity. Globalisation is playing an important role in the rise of T2D worldwide. BMJ Publishing Group 2017-10-23 /pmc/articles/PMC5663267/ /pubmed/29104770 http://dx.doi.org/10.1136/bmjgh-2017-000473 Text en © Article author(s) (or their employer(s) unless otherwise stated in the text of the article) 2017. All rights reserved. No commercial use is permitted unless otherwise expressly granted. This is an Open Access article distributed in accordance with the terms of the Creative Commons Attribution (CC BY 4.0) license, which permits others to distribute, remix, adapt and build upon this work, for commercial use, provided the original work is properly cited. See: http://creativecommons.org/licenses/by/4.0/
spellingShingle Research
Gassasse, Zakariah
Smith, Dianna
Finer, Sarah
Gallo, Valentina
Association between urbanisation and type 2 diabetes: an ecological study
title Association between urbanisation and type 2 diabetes: an ecological study
title_full Association between urbanisation and type 2 diabetes: an ecological study
title_fullStr Association between urbanisation and type 2 diabetes: an ecological study
title_full_unstemmed Association between urbanisation and type 2 diabetes: an ecological study
title_short Association between urbanisation and type 2 diabetes: an ecological study
title_sort association between urbanisation and type 2 diabetes: an ecological study
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5663267/
https://www.ncbi.nlm.nih.gov/pubmed/29104770
http://dx.doi.org/10.1136/bmjgh-2017-000473
work_keys_str_mv AT gassassezakariah associationbetweenurbanisationandtype2diabetesanecologicalstudy
AT smithdianna associationbetweenurbanisationandtype2diabetesanecologicalstudy
AT finersarah associationbetweenurbanisationandtype2diabetesanecologicalstudy
AT gallovalentina associationbetweenurbanisationandtype2diabetesanecologicalstudy