SynthesisBMC medicine2018
Gestational weight gain across continents and ethnicity: systematic review and meta-analysis of maternal and infant outcomes in more than one million women.
Synthesis in BMC medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05518604 (Pregnancy, Active Duty and Weight Loss), which is not on this map. Cited by 273 papers, 14 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.
Pregnancy, Active Duty and Weight Loss (PADaWL) Study: A Randomized Controlled Trial Assessing the Effect of Dietary Intervention on Postpartum Weight Loss in Active Duty Women
Who cites it
273 citing papers in PubMed, 14 syntheses or guidelines pooled it.
- Beyond the mirror: Exploring the impact of maternal body image attitudes on gestational weight gain and maternal and neonatal outcomes, a systematic review.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2026Pooled it
- Effectiveness of mobile health applications with behaviour change techniques in improving maternal health outcomes: a systematic review.BMC public health · 2026Pooled it
- Behavior change techniques in pregnancy dietary interventions: a systematic review through the lens of the COM-B model.BMC pregnancy and childbirth · 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
- Influence of maternal body mass index on pregnancy complications and outcomes: a systematic review and meta-analysis.Frontiers in endocrinology · 2024Pooled it
- Suboptimal gestational weight gain and neonatal outcomes in low and middle income countries: individual participant data meta-analysis.BMJ (Clinical research ed.) · 2023Pooled it
- Risk factors for inadequate and excessive gestational weight gain in 25 low- and middle-income countries: An individual-level participant meta-analysis.PLoS medicine · 2023Pooled it
- The effect of motivational interviewing and/or cognitive behaviour therapy techniques on gestational weight gain - a systematic review and meta-analysis.BMC public health · 2023Pooled it
- Maternal Body Mass Index, Gestational Weight Gain, and Risk of Cancer in Offspring: A Systematic Review and Meta-Analysis.Nutrients · 2023Pooled it
- Physical activity and gestational weight gain: a systematic review of observational studies.BMC public health · 2022Pooled it
- Implementation of Antenatal Lifestyle Interventions Into Routine Care: Secondary Analysis of a Systematic Review.JAMA network open · 2022Pooled it
- Weight Gain and Nutrition during Pregnancy: An Analysis of Clinical Practice Guidelines in the Asia-Pacific Region.Nutrients · 2022Pooled it
- Association of Antenatal Diet and Physical Activity-Based Interventions With Gestational Weight Gain and Pregnancy Outcomes: A Systematic Review and Meta-analysis.JAMA internal medicine · 2022Pooled it
- A randomized digital behavioral intervention for prenatal and postpartum weight outcomes in women with overweight or obesity: the GROWell trial.BMC pregnancy and childbirth · 2026Trial
- [A randomized controlled trial of weight management based on mobile health techno-logy among overweight or obese pregnant women].Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences · 2025Trial
- Differential effects of a stakeholder-informed intensive perinatal eHealth behavioral weight gain intervention between non-Hispanic Black and non-Hispanic White individuals: a secondary analysis of a randomized clinical trial.Annals of behavioral medicine : a publication of the Society of Behavioral Medicine · 2025Trial
- Effect of dietary and lifestyle intervention in pregnant women: randomized clinical trial.Revista de saude publica · 2025Trial
- The effectiveness of integrated online health-coaching on physical activity and excessive gestational weight gain: a prospective randomized-controlled trial.Archives of gynecology and obstetrics · 2024Trial
- Trial
213 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
19 authors.
Funding
Abstract
backgroundThe association between Institute of Medicine (IOM) guidelines and pregnancy outcomes across ethnicities is uncertain. We evaluated the associations of gestational weight gain (GWG) outside 2009 IOM guidelines, with maternal and infant outcomes across the USA, western Europe and east Asia, with subgroup analyses in Asia. The aim was to explore ethnic differences in maternal prepregnancy body mass index (BMI), GWG and health outcomes across these regions.
methodsSystematic review, meta-analysis and meta-regression of observational studies were used for the study. MEDLINE, MEDLINE In-Process, Embase and all Evidence-Based Medicine (EBM) Reviews were searched from 1999 to 2017. Studies were stratified by prepregnancy BMI category and total pregnancy GWG. Odds ratio (ORs) 95% confidence intervals (CI) applied recommended GWG within each BMI category as the reference. Primary outcomes were small for gestational age (SGA), preterm birth and large for gestational age (LGA). Secondary outcomes were macrosomia, caesarean section and gestational diabetes.
resultsOverall, 5874 studies were identified and 23 were included (n = 1,309,136). Prepregnancy overweight/obesity in the USA, Europe and Asia was measured at 42%, 30% and 10% respectively, with underweight 5%, 3% and 17%. GWG below guidelines in the USA, Europe and Asia was 21%, 18% and 31%, and above was 51%, 51% and 37% respectively. Applying regional BMI categories in Asia showed GWG above guidelines (51%) was similar to that in the USA and Europe. GWG below guidelines was associated with a higher risk of SGA (USA/Europe [OR 1.51; CI 1.39, 1.63]; Asia [1.63; 1.45, 1.82]) and preterm birth (USA/Europe [1.35; 1.17, 1.56]; Asia [1.06; 0.78, 1.44]) than GWG within guidelines. GWG above guidelines was associated with a higher risk of LGA (USA/Europe [1.93; 1.81, 2.06]; Asia [1.68; 1.51 , 1.87]), macrosomia (USA/Europe [1.87; 1.70, 2.06]; Asia [2.18; 1.91, 2.49]) and caesarean (USA/Europe [1.26; 1.21, 1.33]; Asia [1.37; 1.30, 1.45]). Risks remained elevated when regional BMI categories were applied for GWG recommendations. More women in Asia were categorised as having GWG below guidelines using World Health Organization (WHO) (60%) compared to regional BMI categories (16%), yet WHO BMI was not accompanied by increased risks of adverse outcomes.
conclusionsWomen in the USA and western Europe have higher prepregnancy BMI and higher rates of GWG above guidelines than women in east Asia. However, when using regional BMI categories in east Asia, rates of GWG above guidelines are similar across the three continents. GWG outside guidelines is associated with adverse outcomes across all regions. If regional BMI categories are used in east Asia, IOM guidelines are applicable in the USA, western Europe and east Asia.
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