Gestational Diabetes Mellitus in Africa: A Systematic Review
Open accessAbstract
BACKGROUND: Gestational diabetes mellitus (GDM) is any degree of impaired glucose tolerance first recognised during pregnancy. Most women with GDM revert to normal glucose metabolism after delivery of their babies; however, they are at risk of developing type 2 diabetes later in life as are their offspring. Determining a country's GDM prevalence can assist with policy guidelines regarding GDM screening and management, and can highlight areas requiring research. This systematic review assesses GDM prevalence in Africa. METHODS AND FINDINGS: Three electronic databases were searched without language restrictions; PubMed, Scopus and the Cochrane Library. Thirty-one search terms were searched. Eligible articles defined GDM, stated what GDM screening approaches were employed and reported GDM prevalence. The reporting quality and risk of bias within each study was assessed. The PRISMA guidelines for systematic reviews were followed. The literature search identified 466 unique records. Sixty full text articles were reviewed of which 14 were included in the systematic review. One abstract, for which the full text article could not be obtained, was also included. Information regarding GDM classification, screening methods and prevalence was obtained for six African countries; Ethiopia (n = 1), Morocco (n = 1), Mozambique (n = 1), Nigeria (n = 6), South Africa (n= 4) and Tanzania (n = 1). Prevalence figures ranged from 0% (Tanzania) to 13.9% (Nigeria) with some studies focussing on women with GDM risk factors. Most studies utilised the two hour 75 g oral glucose tolerance test and applied the World Health Organization's diagnostic criteria. CONCLUSIONS: Six countries, equating to 11% of the African continent, were represented in this systematic review. This indicates how little is known about GDM in Africa and highlights the need for further research. Considering the increasing public health burden of obesity and type 2 diabetes, it is essential that the extent of GDM is understood in Africa to allow for effective intervention programmes.
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Several studies on gestational diabetes mellitus in Africa were performed, but the majority focused on specific populations.
“Several studies concerning GDM in Africa were performed to try to fill in the gap regarding GDM prevalence, risk factors, outcomes and management, but the majority of them focused on specific populations [30,31,32].”
From Evolution of Gestational Diabetes Mellitus across Continents in 21st Century (2022) · cites this paper as [31]
The Results (Study Characteristics; page not available in our copy) confirm that multiple African GDM studies were conducted, but contradict the claim about the majority: nine of 14 studies used universal screening of pregnant women, while five selected or compared women by risk factors. The Discussion likewise says only some studies examined women already at high risk. (LLM, conf=0.88)
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Experimental — accuracy not yet measuredOn the African continent, several diagnostic criteria for gestational diabetes mellitus are used, including WHO 1985, WHO 1999, WHO 2006, CC criteria, ADA 2003/2004, WHO/IADPSG 2013, or individual protocols.
“On the African continent, a few ways diagnosing GDM diagnosis have still exist. The WHO 1985, WHO 1999, WHO 2006, CC criteria, ADA 2003/2004, WHO/IADPSG 2013 or individual protocols are taken into account [30,31].”
From Evolution of Gestational Diabetes Mellitus across Continents in 21st Century (2022) · cites this paper as [31]
The Results (Study Characteristics, Table 3; page not provided) document African studies using WHO 1985, WHO 1999, Carpenter and Coustan criteria, and an institutional protocol. They do not document use of WHO 2006 or ADA 2003/2004 criteria, and the Discussion (page not provided) explicitly says none of the reviewed studies used WHO 2013 or IADPSG criteria. (LLM, conf=0.90)
Experimental — accuracy not yet measuredThe higher gestational diabetes mellitus prevalence in Africa is connected with urbanization, changing lifestyles, and newer and more common gestational diabetes mellitus screening methods.
“This is connected with urbanization, changing lifestyles, and newer and more common GDM screening methods [30,31].”
From Evolution of Gestational Diabetes Mellitus across Continents in 21st Century (2022) · cites this paper as [31]
The Introduction links urbanisation and lifestyle changes to an expected rise in GDM, and the Discussion says newer diagnostic criteria would likely increase measured prevalence. But the Discussion says none of the reviewed studies used those newer criteria, while the Introduction says the proportion of pregnant women screened is unclear. The paper therefore does not support attributing higher observed prevalence to newer and more common screening. (LLM, conf=0.88)
Experimental — accuracy not yet measuredEven after changing criteria to WHO/IADPSG 2013, the overall prevalence of gestational diabetes mellitus in Africa is still unknown.
“Even after changing the criteria for a GDM diagnosis in the WHO/IADPSG 2013, the overall prevalence of GDM is still unknown.”
From Evolution of Gestational Diabetes Mellitus across Continents in 21st Century (2022) · cites this paper as [31]
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Cites
von Elm, E., Altman, D. G., Egger, M., Pocock, S. J., Gøtzsche, P. C., Vandenbroucke, J. P., & Initiative, F. T. S. (2007) · PLoS Medicine · doi:10.1371/journal.pmed.0040296 · Cited by 23,020 · see citing works
Vandenbroucke, J. P., von Elm, E., Altman, D. G., Gøtzsche, P. C., Mulrow, C. D., Pocock, S. J., Poole, C., Schlesselman, J. J., Egger, M., & Initiative, F. T. S. (2007) · PLoS Medicine · doi:10.1371/journal.pmed.0040297 · Cited by 8,613 · see citing works
Standards of medical care in diabetes—2014
American Diabetes Association (2014) · Diabetes Care · doi:10.2337/dc14-s014 · Cited by 4,572 · see citing works
Vandenbroucke, J. P., Elm, E. V., Altman, D. G., Gøtzsche, P. C., Mulrow, C. D., Pocock, S. J., Poole, C., Schlesselman, J. J., Egger, M., & initiative, F. T. S. (2007) · Annals of Internal Medicine · doi:10.7326/0003-4819-147-8-200710160-00010-w1 · Cited by 3,543 · see citing works
Report of the Expert Committee on the Diagnosis and Classification of Diabetes Mellitus
The Expert Committee on the Diagnosis and Classification of Diabetes Mellitus (2003) · Diabetes Care · doi:10.2337/diacare.26.2007.s5 · Cited by 2,689 · see citing works
Criteria for screening tests for gestational diabetes
Carpenter, M. W., & Coustan, D. R. (1982) · American Journal of Obstetrics and Gynecology · doi:10.1016/0002-9378(82)90349-0 · Cited by 1,924 · see citing works
Metzger, B. E., Gabbe, S. G., Persson, B., Lowe, L. P., Dyer, A. R., Oats, J. J. N., & Buchanan, T. A. (2010) · Diabetes Care · doi:10.2337/dc10-0719 · Cited by 1,888 · see citing works
The predisposition to obesity and diabetes in offspring of diabetic mothers
Dabelea, D. (2007) · Diabetes Care · doi:10.2337/dc07-s211 · Cited by 384 · see citing works
Different strategies for diagnosing gestational diabetes to improve maternal and infant health
Farrar, D., Duley, L., Dowswell, T., & Lawlor, D. A. (2017) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd007122.pub4 · Cited by 153 · see citing works
Flagged first, then by citations
Research works printed but not linked: 39
- [2]Yogev Y, Metzger BE, Hod M (2009) Establishing diagnosis of gestational diabetes mellitus: Impact of the hyperglycemia and adverse pregnancy outcome study. Semin Fetal Neonatal Med 14: 94– 100. 19211315
- [6]Ben-Haroush A, Yogev Y, Hod M (2004) Epidemiology of gestational diabetes mellitus and its association with Type 2 diabetes. Diabet Med 21: 103– 113. 14984444
- [9]Gilmartin AB, Ural SH, Repke JT (2008) Gestational diabetes mellitus. Rev Obstet Gynecol 1: 129– 134. 19015764 PMC2582643
- [10]Herring SJ, Oken E (2011) Obesity and diabetes in mothers and their children: can we stop the intergenerational cycle? Curr Diab Rep 11: 20– 27. 20963519 PMC3191112
- [11]Kim SY, England JL, Sharma JA, Njoroge T (2011) Gestational DiabetesMellitus and Risk of Childhood Overweight and Obesity in Offspring: A Systematic Review. Exp Diabetes Res 2011: 1– 9. PMC3179897 21960991
- [12]Hillier TA, Pedula KL, Schmidt MM, Mullen JA, Charles MA, et al (2007) Childhood obesity and metabolic imprinting: the ongoing effects of maternal hyperglycemia. Diabetes Care 30: 2287– 2292. 17519427
- [14]Forsbach-Sanchez G, Tamez-Perez HE, Vazquez-Lara J (2005) Diabetes and pregnancy. Arch Med Res 36: 291– 299. 15925019
- [16]Nielsen KK, de Courten M, Kapur A (2012) The urgent need for universally applicable simple screening procedures and diagnostic criteria for gestational diabetes mellitus–lessons from projects funded by the World Diabetes Foundation. Glob Health Action 5. PMC3409336 22855644
- [17]Jiwani A, Marseille E, Lohse N, Damm P, Hod M, et al (2012) Gestational diabetes mellitus: results from a survey of country prevalence and practices. J Matern Fetal Neonatal Med 25: 600– 610. 21762003
- [18]Popkin BM, Adair LS, Ng SW (2012) Global nutrition transition and the pandemic of obesity in developing countries. Nutr Rev 70: 3– 21. 22221213 PMC3257829
- [19]Seshiah V, Balaji V, Balaji MS, Paneerselvam A, Arthi T, et al (2008) Prevalence of gestational diabetes mellitus in South India (Tamil Nadu)–a community based study. J Assoc Physicians India 56: 329– 333. 18700640
- [20]The International Diabetes Federation (2013) IDF Diabetes Atlas Sixth Edition.
- [22]Moher D, Liberati A, Tetzlaff J, Altman DG (2009) Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. PLoS Med 6: e1000097. 19621072 PMC2707599
- [25]Hoy D, Brooks P, Woolf A, Blyth F, March L, et al (2012) Assessing risk of bias in prevalence studies: modification of an existing tool and evidence of interrater agreement. J Clin Epidemiol 65: 934– 939. 22742910
- [26]Swai AB, Kitange HM, McLarty DG, Kilima PM, Masuki G, et al (1991) No deterioration of oral glucose tolerance during pregnancy in rural Tanzania. Diabet Med 8: 254– 257. 1828741
- [27]Kuti MA, Abbiyesuku FM, Akinlade KS, Akinosun OM, Adedapo KS, et al (2011) Oral glucose tolerance testing outcomes among women at high risk for gestational diabetes mellitus. J Clin Pathol 64: 718– 721. 21606228
- [28]Hall V, Thomsen RW, Henriksen O, Lohse N (2011) Diabetes in Sub Saharan Africa 1999–2011: epidemiology and public health implications. A systematic review. BMC Public Health 11: 564. 21756350 PMC3156766
- [29]Seyoum B, Kiros K, Haileselase T, Leole A (1999) Prevalence of gestational diabetes mellitus in rural pregnant mothers in northern Ethiopia. Diabetes Res Clin Pract 46: 247– 251. 10624791
- [30]Bouhsain S, Dami A, Elannaz H, Guelzim K, Baba H, et al (2009) A critical study of the screening practices of gestational diabetes of a service of gynecology and obstetrics. Etude critique des pratiques de dépistage du diabète gestationnel d’un service de gynécologie obstétrique 67: 159– 162. 19297290
- [31]Challis K, Melo A, Bugalho A, Jeppsson JO, Bergstrom S (2002) Gestational diabetes mellitus and fetal death in Mozambique: an incident case-referent study. Acta Obstet Gynecol Scand 81: 560– 563. 12047312
- [32]Olarinoye JK, Ohwovoriole AE, Ajayi GO (2004) Diagnosis of gestational diabetes mellitus in Nigerian pregnant women–comparison between 75 g and 100 g oral glucose tolerance tests. West Afr J Med: 198–201. 15587828
- [33]Adegbola O, Ajayi GO (2008) Screening for gestational diabetes mellitus in Nigerian pregnant women using fifty-gram oral glucose challenge test. West Afr J Med 27: 139– 143. 19256316
- [34]Kamanu CI, Onwere S, Chigbu B, Aluka C, Okoro O, et al (2009) Fetal macrosomia in African women: A study of 249 cases. Arch Gynecol Obstet 279: 857– 861. 19018549
- [35]Anzaku AS, Musa J (2013) Prevalence and associated risk factors for gestational diabetes in Jos, North-central, Nigeria. Arch Gynecol Obstet 2875: 859– 863. 23224650
- [36]Ozumba BC, Obi SN, Oli JM (2004) Diabetes mellitus in pregnancy in an African population. Int J Gynecol Obstet 84: 114– 119. 14871512
- [37]Jackson WPU, Coetzee EJ (1979) Glycosuria as an indication for glucose tolerance testing during pregnancy. S Afr Med J 56: 921– 923. 515873
- [38]Ranchod HA, Vaughan JE, Jarvis P (1991) Incidence of gestational diabetes at Northdale Hospital, Pietermaritzburg. S Afr Med J 80: 14– 16. 2063235
- [39]Mamabolo RL, Alberts M, Levitt NS, Delemarre-van de Waal HA, Steyn NP (2007) Prevalence of gestational diabetes mellitus and the effect of weight on measures of insulin secretion and insulin resistance in third-trimester pregnant rural women residing in the Central Region of Limpopo Province, South Africa. Diabet Med 24: 233– 239. 17263763
- [40]Basu JK, Jeketera CM, Basu D (2010) Obesity and its outcomes among pregnant South African women. Int J Gynecol Obstet 110: 101– 104. 20417513
- [43]Hirst JE, Raynes-Greenow CH, Jefferey HE (2012) A systematic review of trends of gestational diabetes mellitus in Asia. J Diabetology 3: 1– 12.
- [45]Koyanagi A, Zhang J, Dagvadorj A, Hirayama F, Shibuya K, et al (2013) Macrosomia in 23 developing countries: an analysis of a multicountry, facility-based, cross-sectional survey. Lancet 381: 476– 483. 23290494
- [46]Onyiriuka AN (2006) High birth weight babies: incidence and foetal outcome in a mission hospital in Benin City, Nigeria. Niger J Clin Pract 9: 114– 119. 17319341
- [47]Ezegwui HU, Ikeako LC, Egbuji C (2011) Fetal macrosomia: obstetric outcome of 311 cases in UNTH, Enugu, Nigeria. Niger J Clin Pract 14: 322– 326. 22037078
- [50]Barker DJ (2012) Sir Richard Doll Lecture. Developmental origins of chronic disease. Public Health 126: 185– 189. 22325676
- [51]Dabelea D, Crume T (2011) Maternal environment and the transgenerational cycle of obesity and diabetes. Diabetes 60: 1849– 1855. 21709280 PMC3121421
- [52]American Diabetes Association (2013) Standards of medical care in diabetes–2013. Diabetes Care 36 Suppl 1 S11– 66. 23264422 PMC3537269
- [54]Editorial (1988) Glucose tolerance in pregnancy–the who and how of testing. Lancet 2: 1173– 1174. 2903380
- [55]National Diabetes Data Group (1979) Classification and diagnosis of diabetes mellitus and other categories of glucose intolerance. National Diabetes Data Group. Diabetes 28: 1039– 1057. 510803
- [56]World Health Organization (1985) Diabetes mellitus. Report of a WHO Study Group. World Health Organ Tech Rep Ser 727: 1– 113. 3934850
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Sorted by citations
Muche, A. A., Olayemi, O. O., & Gete, Y. K. (2019) · Archives of Public Health · doi:10.1186/s13690-019-0362-0 · Cited by 128 · see citing works
Egbe, T. O., Tsaku, E. S., Tchounzou, R., & Ngowe, M. N. (2018) · Pan African Medical Journal · doi:10.11604/pamj.2018.31.195.17177 · Cited by 51 · see citing works
“However, most of these studies used the WHO diagnostic criteria [28].”
MethodEvolution of Gestational Diabetes Mellitus across Continents in 21st Century
Dłuski, D. F., Ruszała, M., Rudziński, G., Pożarowska, K., Brzuszkiewicz, K., & Leszczyńska-Gorzelak, B. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph192315804 · Cited by 41 · see citing works
“This is connected with urbanization, changing lifestyles, and newer and more common GDM screening methods [30,31].”
BackgroundMethod
- Authors
- Macaulay, S., Dunger, D. B., & Norris, S. A.
- Affiliations
- University of the Witwatersrand (ZA)
- Corresponding author
- Macaulay, Shelley
- Venue
- PLoS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2014-06-03
- Volume
- 9
- Issue
- 6
- Pages
- e97871
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC4043667
- OpenAlex
- W2025307653
- Cited by
- 163
- References
- 9
- Citations by year
- 2026: 9 · 2025: 8 · 2024: 10 · 2023: 12 · 2022: 14 · 2021: 17 · 2020: 12 · 2019: 20 · 2018: 23 · 2017: 14 · 2016: 10 · 2015: 13
- FWCI
- 1.97
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- PLoS ONE (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Figshare (submittedVersion, cc-by)
- Digital Collections of Colorado (Colorado State University) (submittedVersion)
- Apollo (University of Cambridge) (submittedVersion, cc-by)
- Funders
- National Institute for Health and Care Research (NF-SI-0508-10274, NF-SI-0513-10012)
- Wellbeing of Women (RG1644)
- Medical Research Council
- Topics
- Health Sciences › Medicine › Obstetrics and Gynecology › Gestational Diabetes Research and Management
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Keywords
- gestational diabetes mellitus, prevalence, Africa, GDM screening, oral glucose tolerance test, WHO diagnostic criteria, type 2 diabetes risk, GDM risk factors, Nigeria, South Africa, obesity
- MeSH terms
- Africa, Female, Humans, Pregnancy, Prevalence, Diabetes, Gestational, Publication Bias, Research Report
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