Evidence map›Paper›PMID 40483527›Full record

ArticleJournal of health, population, and nutrition2025

Hemoglobin level, anemia, and obesity among pregnant women in Kigali, Rwanda: a hospital-based cross-sectional study.

Mustafa I Ahmed, Amal O Bashir, Ahmed A Hassan, Ishag Adam

Abstract read
In one paragraph

Article in Journal of health, population, and nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Double Burden of Malnutrition Prevalence in Pregnant Women: Systematic Review and Meta-Analysis.Journal of human nutrition and dietetics : the official journal of the British Dietetic Association · 2026
    Pooled it
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Mustafa I AhmedFaculty of Medicine, University of Medical Science and Technology, Kigali, Rwanda. mustishag1@gmail.com.
Amal O BashirFaculty of Public Health and Health Informatics, University of Umm Al Qura, Mekkah, Saudi Arabia.
Ahmed A HassanFaculty of Medicine, University of Khartoum, Khartoum, 11115, Sudan.
Ishag AdamDepartment of Obstetrics and Gynecology, College of Medicine, Qassim University, Buraydah, Saudi Arabia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundGlobally, there is an increasing trend of obesity in pregnant women, and Sub-Saharan Africa is not an exception. Recently, hemoglobin and anemia have received more attention as predictors of maternal obesity. No such study exists in Rwanda. Thus, the current study aimed to investigate the prevalence and the factors associated with obesity, including hemoglobin and anemia, among pregnant women in Kigali, Rwanda.

methodsA cross-sectional study was conducted in two hospitals in Kigali, Rwanda, from June to August 2024. A questionnaire was used to collect sociodemographic data. Weight, height, and hemoglobin were measured using standard procedures. Multinomial logistic regression analysis was performed.

resultsA total of 445 pregnant women were recruited. The median (interquartile range [IQR]) age and parity were 30.0 (26.0‒35.0) years and 1 (0‒3), respectively. Of the 445 women, 143 (32.1%), 249 (56.0%), and 53 (11.9%) were of normal weight, overweight, and obese, respectively. One hundred and seven (24.0%) pregnant women had anemia. In multivariate multinomial regression, no significant association was found between age, parity, residency, education, maternal occupation, hemoglobin level, anemia, and overweight status. Being from rural areas (adjusted odds ratio [AOR] = 2.54, 95% confidence interval [CI] 1.16‒5.56) and being a housewife (AOR = 4.34, 95% 1.42‒13.26) were significantly associated with obesity. While an increase in hemoglobin level was associated with obesity (AOR = 1.28, 95% CI 1.02‒1.60), anemia was inversely negatively associated with obesity (AOR = 0.33, 95% CI 0.12‒0.93).

conclusionThis study indicates that 12% of the pregnant women in Rwanda were obese. Hemoglobin and anemia are associated with maternal obesity in Rwanda. There is a need for more efforts in nutritional programs targeting pregnant women to combat maternal obesity in Rwanda. Future research is recommended to explore the impact of maternal obesity on maternal and perinatal health.

Indexed as

AnemiaHemoglobinsObesityPregnancy ComplicationsAdultCross-Sectional StudiesFemaleHumansPregnancyPregnant PeoplePrevalenceRisk FactorsRwandaYoung AdultHemoglobinsAgeHemoglobinObeseOverweightPregnant women

Identifiers

PMID40483527
PMCPMC12144739

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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 OpenQuestion graph.