Diabetes Prevalence and Its Relationship With Education, Wealth, and BMI in 29 Low- and Middle-Income Countries.
Adult
Aged
Aged, 80 and over
Body Mass Index
Cross-Sectional Studies
Developing Countries
/ statistics & numerical data
Diabetes Mellitus
/ economics
Educational Status
Female
Humans
Income
/ statistics & numerical data
Male
Middle Aged
Poverty
/ statistics & numerical data
Prevalence
Social Class
Social Determinants of Health
/ economics
Socioeconomic Factors
Journal
Diabetes care
ISSN: 1935-5548
Titre abrégé: Diabetes Care
Pays: United States
ID NLM: 7805975
Informations de publication
Date de publication:
04 2020
04 2020
Historique:
received:
04
09
2019
accepted:
13
01
2020
pubmed:
14
2
2020
medline:
22
12
2020
entrez:
14
2
2020
Statut:
ppublish
Résumé
Diabetes is a rapidly growing health problem in low- and middle-income countries (LMICs), but empirical data on its prevalence and relationship to socioeconomic status are scarce. We estimated diabetes prevalence and the subset with undiagnosed diabetes in 29 LMICs and evaluated the relationship of education, household wealth, and BMI with diabetes risk. We pooled individual-level data from 29 nationally representative surveys conducted between 2008 and 2016, totaling 588,574 participants aged ≥25 years. Diabetes prevalence and the subset with undiagnosed diabetes was calculated overall and by country, World Bank income group (WBIG), and geographic region. Multivariable Poisson regression models were used to estimate relative risk (RR). Overall, prevalence of diabetes in 29 LMICs was 7.5% (95% CI 7.1-8.0) and of undiagnosed diabetes 4.9% (4.6-5.3). Diabetes prevalence increased with increasing WBIG: countries with low-income economies (LICs) 6.7% (5.5-8.1), lower-middle-income economies (LMIs) 7.1% (6.6-7.6), and upper-middle-income economies (UMIs) 8.2% (7.5-9.0). Compared with no formal education, greater educational attainment was associated with an increased risk of diabetes across WBIGs, after adjusting for BMI (LICs RR 1.47 [95% CI 1.22-1.78], LMIs 1.14 [1.06-1.23], and UMIs 1.28 [1.02-1.61]). Among 29 LMICs, diabetes prevalence was substantial and increased with increasing WBIG. In contrast to the association seen in high-income countries, diabetes risk was highest among those with greater educational attainment, independent of BMI. LMICs included in this analysis may be at an advanced stage in the nutrition transition but with no reversal in the socioeconomic gradient of diabetes risk.
Identifiants
pubmed: 32051243
pii: dc19-1782
doi: 10.2337/dc19-1782
pmc: PMC7085810
doi:
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
767-775Subventions
Organisme : NCATS NIH HHS
ID : KL2 TR003143
Pays : United States
Organisme : NIDDK NIH HHS
ID : L30 DK122468
Pays : United States
Organisme : NIAID NIH HHS
ID : T32 AI007433
Pays : United States
Organisme : NIDDK NIH HHS
ID : T32 DK007028
Pays : United States
Informations de copyright
© 2020 by the American Diabetes Association.
Références
World J Diabetes. 2014 Jun 15;5(3):296-304
pubmed: 24936251
Diabetologia. 2008 Nov;51(11):1971-9
pubmed: 18779946
Diabetes Res Clin Pract. 2018 Apr;138:271-281
pubmed: 29496507
Obes Rev. 2013 Nov;14 Suppl 2:11-20
pubmed: 24102717
Lancet. 2016 Apr 9;387(10027):1513-1530
pubmed: 27061677
Lancet. 2018 Aug 18;392(10147):607-609
pubmed: 29661480
Diabetologia. 2010 Dec;53(12):2538-45
pubmed: 20740271
PLoS One. 2015 May 05;10(5):e0124829
pubmed: 25942435
JAMA. 2004 Sep 8;292(10):1188-94
pubmed: 15353531
PLoS Med. 2019 Mar 1;16(3):e1002751
pubmed: 30822339
Lancet. 2011 Jul 2;378(9785):31-40
pubmed: 21705069
Lancet Diabetes Endocrinol. 2019 Mar;7(3):231-240
pubmed: 30704950
Lancet Diabetes Endocrinol. 2016 Mar;4(3):197-198
pubmed: 26827114
J Diabetes Sci Technol. 2011 Jul 01;5(4):918-27
pubmed: 21880235
Public Health Nutr. 2002 Feb;5(1A):93-103
pubmed: 12027297
BMC Public Health. 2012 Jun 22;12:474
pubmed: 22726343
Diabetes Care. 2016 May;39(5):780-7
pubmed: 26965719
Int J Obes (Lond). 2008 Aug;32 Suppl 3:S56-9
pubmed: 18695655
J Natl Med Assoc. 2007 Sep;99(9):1013-23
pubmed: 17913111
Am J Public Health. 2016 Jan;106(1):74-8
pubmed: 26696288
Int J Epidemiol. 2012 Aug;41(4):1162-73
pubmed: 22736421
Int J Epidemiol. 2005 Dec;34(6):1274-81
pubmed: 16120636
Lancet. 2017 Jun 3;389(10085):2239-2251
pubmed: 28190580
Int J Epidemiol. 2012 Jun;41(3):871-86
pubmed: 22438428
Ann Intern Med. 2014 Apr 15;160(8):517-25
pubmed: 24733192
BMJ Open. 2018 Oct 15;8(10):e019775
pubmed: 30327395
BMJ Open. 2017 Apr 17;7(4):e013569
pubmed: 28420660
Diabetes Care. 2004 Mar;27(3):716-21
pubmed: 14988291
Int J Epidemiol. 2011 Jun;40(3):804-18
pubmed: 21335614
Clin Chem. 2002 Mar;48(3):436-72
pubmed: 11861436
Epidemiol Rev. 2004;26:63-77
pubmed: 15234948
J Glob Health. 2018 Dec;8(2):020409
pubmed: 30140435