Evidence map›Paper›PMID 40668843›Full record

ArticlePloS one2025

Estimating the effect of hormonal contraceptive use on anemia: A cross-sectional comparative analysis of 46 Demographic and Health Surveys.

Stephanie R Chung, Martina X Spain, Emily Hoppes, Amelia Mackenzie

Abstract readComparative Study
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–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

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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Review
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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.

Stephanie R ChungContraceptive Research, Development, and Introduction. Global Health and Population, FHI 360. Durham, United States of America.ORCID https://orcid.org/0000-0002-2383-0512
Martina X SpainContraceptive Research, Development, and Introduction. Global Health and Population, FHI 360. Durham, United States of America.
Emily HoppesContraceptive Research, Development, and Introduction. Global Health and Population, FHI 360. Durham, United States of America.
Amelia MackenzieContraceptive Research, Development, and Introduction. Global Health and Population, FHI 360. Durham, United States of America.ORCID https://orcid.org/0000-0003-1721-805X

Funding

Training Program in Reproductive, Perinatal, and Pediatric EpidemiologyT32HD052468 · NICHD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Julie L Daniels · 2008 to 2026
$3.8M
NICHD NIH HHS T32 HD052468
6 · The paper itself

Abstract

backgroundAnemia is a significant health concern for women in low- and middle-income countries. Hormonal contraceptives, which can reduce heavy menstrual bleeding and prevent pregnancy and its resulting blood loss, are an underexplored opportunity for anemia reduction.

methodsUsing Demographic and Health Survey data from 46 countries across four global regions, we examined country prevalence of anemia (i.e., hemoglobin below 12 g/dl via HemoCue testing) among women aged 15-49 years who were not pregnant. For each country, we used multivariable logistic regression to compare odds of anemia between women using hormonal contraceptive (users) to women using non-hormonal contraception or not using any contraception (nonusers). We merged data across countries to examine this effect stratified by contraceptive method and length of use and conducted a quantitative bias analysis of the anemia test.

resultsAnemia prevalence ranged from 12% in Rwanda to 63% in Gabon. In the merged sample, the crude odds ratio comparing anemia in users of hormonal contraception to nonusers was 0.57 (95% confidence interval: 0.56-0.58); the adjusted odds ratio was 0.55 (0.39-0.79) when controlling for age, education, wealth, and rurality. In the stratified analysis of merged data, we found that users of all hormonal contraception had lower adjusted odds of anemia compared to nonusers (AOR: 0.51, 95% CI: 0.46-0.57), and that the protective effect was strongest among users of contraceptive injections (AOR:0.37, 95% CI 0.30-0.45). In our bias analysis, the crude odds of anemia for users ranged from 0.29 to 0.57 when varying anemia test sensitivity and specificity between 75% and 100%.

conclusionsFuture research should directly examine the causal link between hormonal contraceptive use and anemia as a high impact non-contraceptive benefit of hormonal contraception, especially with understudied methods such as injectable contraception and contraceptive implants.

Indexed as

AnemiaContraceptive Agents, HormonalContraceptives, Oral, HormonalAdolescentAdultCross-Sectional StudiesFemaleHealth SurveysHumansMiddle AgedPrevalenceYoung AdultContraceptive Agents, HormonalContraceptives, Oral, Hormonal

Identifiers

PMID40668843
PMCPMC12266412

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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.