Mode
Text Size
Log in / Sign up

Systematic review identifies GDM risk factors in low- and middle-income countries

Systematic review identifies GDM risk factors in low- and middle-income countries
Photo by Cht Gsml / Unsplash
Key Takeaway
Consider integrating GDM prevention and screening strategies for maternal health programs in LMICs.

This systematic review and meta-analysis evaluates factors associated with gestational diabetes mellitus in low- and middle-income countries. The analysis included forty-seven studies from this specific population setting. The review aims to clarify the epidemiology of GDM risk in these regions where resources may be limited.

The authors report that several factors were significantly associated with an increased risk of GDM. These identified factors include maternal age greater than or equal to 30, multiparity, urban residence, pre-pregnancy obesity with a BMI greater than or equal to 25 kg/m, family history of diabetes, history of GDM, pre-hypertension, preeclampsia, PCOS, and physical inactivity. Specific effect sizes or absolute numbers were not reported in the source data.

The review notes that adverse events, discontinuations, and tolerability were not reported. The authors do not provide p-values or confidence intervals for the individual associations. The study limitations regarding causality and certainty were not explicitly detailed in the provided text. Funding or conflicts of interest were not reported.

The practice relevance emphasized by the authors is the need for prevention and screening strategies integrated within maternal pregnant health programs for many low- and middle-income countries. Clinicians should consider these risk factors when assessing pregnant patients in similar settings, though the observational nature of the data precludes definitive causal claims.

Study Details

Study typeMeta analysis
EvidenceLevel 1
PublishedMay 2026
View Original Abstract ↓
Gestational Diabetes Mellitus (GDM) is a major public health problem. This study aimed to conduct a systematic review and meta-analysis to identify the factors associated with GDM in Low- and Middle-Income Countries (LMICs). Seven electronic databases (PubMed, CINAHL, PsycINFO, Scopus, EMBASE, CABI and Google Scholar) were systematically searched for eligible observational studies published in LMICs between 2015 and August 2025. Statistical heterogeneity was evaluated using the I statistic, and a random-effects model was applied to calculate pooled estimates. The protocol was pre-registered on PROSPERO (CRD420251247717). Forty-seven studies met the inclusion criteria and contributed 116 factor-specific effect estimates. The pooled analysis demonstrated that several factors were significantly associated with increased risk of GDM. These included maternal age ≥ 30, multiparity, urban residence, pre-pregnancy obesity BMI ≥ 25 kg/m, family history of diabetes, history of gestational diabetes mellitus (GDM), pre-hypertension, preeclampsia, polycystic ovarian syndrome (PCOS) and physical inactivity. This study found that advanced maternal age, pre-pregnancy obesity, family history of diabetes, prior GDM, pre-hypertension, preeclampsia, and PCOS are key factors associated with GDM in LMICs. These findings highlight the need for prevention and screening strategies integrated within maternal pregnant health programs for many LMICs.
Free Newsletter

Clinical research that matters. Delivered to your inbox.

Join thousands of clinicians and researchers. No spam, unsubscribe anytime.