Evidence map›Paper›PMID 40665249›Full record

ArticleBMC public health2025

Factors associated with anemia among pregnant and lactating women during the COVID-19 pandemic in the targeted municipalities of five selected provinces in Nepal: a cross-sectional study.

Pratik Niraula, Atul Upadhyay, Sanjeev Kumar Karn, Roman Karki

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Pratik NiraulaBaliyo Nepal Nutrition Initiative, Kathmandu, Nepal. pratik.rachit@gmail.com.
Atul UpadhyayBaliyo Nepal Nutrition Initiative, Kathmandu, Nepal.
Sanjeev Kumar KarnMinistry of Agriculture and Livestock Development, Kathmandu, Nepal.
Roman KarkiNational Food Research Centre, Nepal Agricultural Research Council, Kathmandu, Nepal.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAnemia poses significant health risks, especially affecting women and children, leading to increased morbidity, mortality, and adverse birth outcomes. The COVID-19 pandemic has further exacerbated economic challenges and food insecurity, and weakened immune systems affecting vulnerable populations like pregnant, and lactating women, and children. This study aimed to assess factors associated with anemia among pregnant and lactating women (PLW) during the COVID-19 pandemic in the targeted municipalities of five provinces of Nepal.

methodsA cross-sectional study was conducted from August, 2022−April 2023 among 844 PLW (mean age 26.8 ± 4.96 years) from five provinces of Nepal selected through cluster sampling. A semi-structured electronic questionnaire, a paper-based 24-hour dietary recall, and hemoglobin concentration in the blood were recorded. Bivariate and multivariate binary logistic regressions were used to estimate the crude odds ratios (cOR), and adjusted odds ratios (aOR) with 95% confidence intervals (CIs).

resultsThe overall prevalence of anemia among the study population was 41.2%, with a mean hemoglobin concentration of 11.58 ± 1.59 g/dL. Approximately 12.8% of respondents reported a loss of income during the COVID-19 pandemic. In addition, 46.4% observed an increase in food prices, and 25.4% noted a decline in the availability of diverse and nutritious foods. While the consumption of cereals and legumes remained relatively stable, a considerable proportion of respondents reported a reduced intake of fruits, vegetables, milk, meat, and eggs. Multivariate analysis showed that women with no formal education (aOR = 3.251, 95% CI: 1.728–6.115) and those with low dietary diversity (aOR = 3.054, 95% CI: 2.248–4.15) had significantly higher odds of being anemic.

conclusionsThe high prevalence of anemia among PLW highlights a critical public health issue, exacerbated by the COVID-19 pandemic. The findings call for targeted interventions that improve women’s education and promote dietary diversity as key strategies to prevent anemia and enhance maternal nutrition during both emergency and recovery phases.

Indexed as

AnemiaCOVID-19LactationAdultCross-Sectional StudiesFemaleHumansNepalPandemicsPregnancyPrevalenceRisk FactorsSARS-CoV-2Young AdultAnemiaCOVID-19Fortified foodsMDD-WPregnant and lactating women

Identifiers

PMID40665249
PMCPMC12261609

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.