The impact of level of education on vascular events and mortality in patients with type 2 diabetes mellitus: Results from the ADVANCE study
File(s)ADVANCE education manuscript 5 Sept 2016.docx (52.44 KB)
Accepted version
Author(s)
Type
Journal Article
Abstract
Aims
The relationship between educational level and the risk of all-cause mortality is well established, whereas the association with vascular events in individuals with type 2 diabetes is not well described. Any association may reflect a link with common cardiovascular or lifestyle-based risk factors.
Methods
The relationships between the highest level of educational attainment and major cardiovascular events, microvascular complications and all-cause mortality were explored in a cohort of 11,140 individuals with type 2 diabetes. Completion of formal education before the age of 16 was categorized as a low level of education. Regional differences between Asia, East Europe and Established Market Economies were also assessed.
Results
During a median of 5 years of follow up, 1031 (9%) patients died, 1147 (10%) experienced a major cardiovascular event and 1136 (10%) a microvascular event. After adjustment for baseline characteristics and risk factors, individuals with lower education had an increased risk of cardiovascular events (hazard ratio (HR) 1.31, 95% CI 1.16–1.48, p < 0.0001), microvascular events (HR 1.23, 95% CI 1.08–1.39, p = 0.0013) and all-cause mortality (HR 1.34, 95% CI 1.18–1.52, p < 0.0001). In regional analyses the increased risk of studied outcomes associated with lower education was weakest in Established Market Economies and strongest in East Europe.
Conclusions
A low level of education is associated with an increased risk of vascular events and death in patients with type 2 diabetes, independently of common lifestyle associated cardiovascular risk factors. The effect size varies between geographical regions.
The relationship between educational level and the risk of all-cause mortality is well established, whereas the association with vascular events in individuals with type 2 diabetes is not well described. Any association may reflect a link with common cardiovascular or lifestyle-based risk factors.
Methods
The relationships between the highest level of educational attainment and major cardiovascular events, microvascular complications and all-cause mortality were explored in a cohort of 11,140 individuals with type 2 diabetes. Completion of formal education before the age of 16 was categorized as a low level of education. Regional differences between Asia, East Europe and Established Market Economies were also assessed.
Results
During a median of 5 years of follow up, 1031 (9%) patients died, 1147 (10%) experienced a major cardiovascular event and 1136 (10%) a microvascular event. After adjustment for baseline characteristics and risk factors, individuals with lower education had an increased risk of cardiovascular events (hazard ratio (HR) 1.31, 95% CI 1.16–1.48, p < 0.0001), microvascular events (HR 1.23, 95% CI 1.08–1.39, p = 0.0013) and all-cause mortality (HR 1.34, 95% CI 1.18–1.52, p < 0.0001). In regional analyses the increased risk of studied outcomes associated with lower education was weakest in Established Market Economies and strongest in East Europe.
Conclusions
A low level of education is associated with an increased risk of vascular events and death in patients with type 2 diabetes, independently of common lifestyle associated cardiovascular risk factors. The effect size varies between geographical regions.
Date Issued
2017-03-21
Date Acceptance
2017-03-16
Citation
Diabetes Research and Clinical Practice, 2017, 127, pp.212-217
ISSN
1872-8227
Publisher
Elsevier
Start Page
212
End Page
217
Journal / Book Title
Diabetes Research and Clinical Practice
Volume
127
Copyright Statement
© 2017 Published by Elsevier Ireland Ltd. This manuscript is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/
Identifier
http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000402468500025&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=1ba7043ffcc86c417c072aa74d649202
Subjects
Science & Technology
Life Sciences & Biomedicine
Endocrinology & Metabolism
Type 2 diabetes
Level of education
Cardiovascular events
Microvascular events
OF-THE-LITERATURE
CARDIOVASCULAR-DISEASE
SOCIOECONOMIC POSITION
PHYSICAL-ACTIVITY
INCOME COUNTRIES
RISK-FACTORS
US ADULTS
FOLLOW-UP
LIFE
HEALTH
Publication Status
Published