SynthesisBMJ (Clinical research ed.)2023
Suboptimal gestational weight gain and neonatal outcomes in low and middle income countries: individual participant data meta-analysis.
Synthesis in BMJ (Clinical research ed.), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 58 papers, 4 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
58 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- The effects of antenatal interventions on gestational weight gain in low and middle-income countries: a systematic review.BMJ global health · 2026Pooled it
- Energy intake and physical activity over the course of pregnancy and gestational weight gain: a systematic review and dose-response meta-analysis of data from randomized controlled lifestyle intervention trials.Nutrition journal · 2025Pooled it
- Association of Digital Health Interventions With Maternal and Neonatal Outcomes: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2025Pooled it
- The effect of prenatal balanced energy and protein supplementation on gestational weight gain: An individual participant data meta-analysis in low- and middle-income countries.PLoS medicine · 2025Pooled it
- Impact of a Prenatal Nutrition Package with Balanced Energy Supplementation on Gestational Weight Gain in Amhara, Ethiopia.The Journal of nutrition · 2026Trial
- Effect of prenatal multiple micronutrient supplements and medium-quantity lipid-based nutritional supplements on maternal weight gain and infant birth weight in rural Niger: a cluster-randomised trial.BMJ global health · 2025Trial
- The impact of enhancing nutrition and antenatal infection treatment on birth outcomes in Amhara, Ethiopia: a pragmatic factorial, cluster-randomised clinical effectiveness study.BMJ global health · 2025Trial
- Effect of Antenatal Monthly Sulfadoxine-Pyrimethamine, Alone or with Azithromycin, on Gestational Weight Gain and Anemia during Pregnancy and One Month Postpartum in Malawi: A Randomized Controlled Trial Secondary Analysis.The American journal of tropical medicine and hygiene · 2025Trial
- Mediating effect of gestational weight gain on the preventive effect of exercise during pregnancy on macrosomia: a randomized clinical trial.BMC pregnancy and childbirth · 2024Trial
- Gestational weight gain and perinatal outcomes in twin pregnancies: evidence-based insights from a Chinese population cohort.Annals of medicine · 2026Observational
- Association between maternal serum RANKL and adverse birth outcomes: a prospective cohort study.Annals of medicine · 2026Article
- Modelling gestational weight gain trajectories and risk of adverse birth outcomes using super imposition by translation and rotation: findings from two Brazilian cohort studies.Lancet regional health. Americas · 2026Article
- Development of Thai-Specific Gestational Weight Gain Targets Using Asian BMI Cut-Points: Implications for Nursing and Midwifery Practice in Preventing Gestational Diabetes Mellitus.Nursing reports (Pavia, Italy) · 2026Article
- Predictive Factors for Small Head Circumference Among Pregnant Women with Third-Trimester Anemia.International journal of environmental research and public health · 2026Article
- Relationship Between Pre-Pregnancy Body Mass Index, Gestational Weight Gain, and Perinatal Outcomes Among Women Delivering at a General Hospital, Nakhon Si Thammarat Province.International journal of environmental research and public health · 2026Article
- Factors associated with birth weight and birth length among term newborns in Vietnam: a retrospective cross-sectional study.Child health nursing research · 2026Article
- Association between pre-pregnancy body mass index and neonatal outcomes in women undergoing assisted reproductive technology: a retrospective study.BMC pregnancy and childbirth · 2026Article
- Knowledge, attitude, and practices on gestational weight gain among pregnant women, partners, female household members, and healthcare providers: a mixed-method study in Tanzania.BMC pregnancy and childbirth · 2026Article
- Beyond malaria prevention: sulfadoxine-pyrimethamine treatment in pregnancy selectively remodels the maternal gut microbiome to increase gestational weight gain and improve birthweight.medRxiv : the preprint server for health sciences · 2026Article
- Gestational weight gain and adverse pregnancy outcomes among pregnant women attending primary health centres in Puducherry: Results from the JANMAM pregnancy cohort.The Indian journal of medical research · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
14 authors.
Funding
Abstract
objectiveTo estimate the associations between gestational weight gain (GWG) during pregnancy and neonatal outcomes in low and middle income countries.
designIndividual participant data meta-analysis.
settingProspective pregnancy studies from 24 low and middle income countries.
main outcome measuresNine neonatal outcomes related to timing (preterm birth) and anthropometry (weight, length, and head circumference) at birth, stillbirths, and neonatal death. ANALYSIS
methodsA systematic search was conducted in PubMed, Embase, and Web of Science which identified 53 prospective pregnancy studies published after the year 2000 with data on GWG, timing and anthropometry at birth, and neonatal mortality. GWG adequacy was defined as the ratio of the observed maternal weight gain over the recommended weight gain based on the Institute of Medicine body mass index specific guidelines, which are derived from data in high income settings, and the INTERGROWTH-21st GWG standards. Study specific estimates, adjusted for confounders, were generated and then pooled using random effects meta-analysis models. Maternal age and body mass index before pregnancy were examined as potential modifiers of the associations between GWG adequacy and neonatal outcomes.
resultsOverall, 55% of participants had severely inadequate (<70%) or moderately inadequate (70% to <90%) GWG, 22% had adequate GWG (90-125%), and 23% had excessive GWG (≥125%). Severely inadequate GWG was associated with a higher risk of low birthweight (adjusted relative risk 1.62, 95% confidence interval 1.51 to 1.72; 48 studies, 93 337 participants; τ
conclusionsInadequate and excessive GWG are associated with a higher risk of adverse neonatal outcomes across settings. Interventions to promote optimal GWG during pregnancy are likely to reduce the burden of adverse neonatal outcomes, however further research is needed to assess optimal ranges of GWG based on data from low and middle income countries.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.