Evidence map›Paper›PMID 40634993›Full record

ArticlePopulation health metrics2025

Socioeconomic inequalities and its spatial pattern in sanitary napkin use in Bangladesh: evidence from the 2019 multiple indicator cluster survey.

Emran Hasan, Salit Chakma, Moriam Khanam, Mohammad Hajizadeh

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

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5 · Who and what money

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4 authors.

Emran HasanSchool of Health Administration, Dalhousie University, Halifax, NS, Canada. Emran.Hasan@dal.ca.
Salit ChakmaDepartment of Population Health Science, John D. Bower School of Population Health, University of Mississippi Medical Center, Mississippi, USA.
Moriam KhanamSchool of Health Administration, Dalhousie University, Halifax, NS, Canada.
Mohammad HajizadehSchool of Health Administration, Dalhousie University, Halifax, NS, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundUtilization of unhygienic menstrual products has been associated with various adverse health consequences, particularly in many low- and middle-income countries (LMICs), including Bangladesh. In this context, this study attempted to measure socioeconomic inequalities in sanitary napkin use among women aged 15-49 and assess its spatial pattern at the disaggregated level (district).

methodsWe used the latest available nationally representative cross-sectional Bangladesh Multiple Indicator Cluster Survey (MICS) 2019 data. The analytical sample size was 54,702 reproductive-aged (15-49 years) women. The Erreygers Index (EI) and the Wagstaff Index (WI) were employed to measure and decompose the socioeconomic inequalities in sanitary napkin use. Natural Break (Jenks) classification method, Global Moran's I and the Cluster and Outlier Analysis were used to analyze the spatial pattern of socioeconomic inequalities at the district level.

resultsThe findings reveal that approximately 26.22% of women used sanitary napkins at the national level. Both the EI (0.41208; p-value < 0.001) and the WI (0.53251; p-value < 0.001) indicate a pro-rich inequality in sanitary napkin use. Decomposition results indicated that wealth status, educational attainment, household characteristics (particularly educational attainment of household head) and exposure to media were the most important factors accounting for socioeconomic inequalities. From the spatial analyses, we found significant district-level variations in both sanitary napkin use and its socioeconomic inequalities. Global Moran's I value indicated positive spatial autocorrelation, meaning that similar values tend to cluster together. Notably, a northwestern and southeastern divide was found between High-High and Low-Low clusters of socioeconomic inequalities.

conclusionsOur study provides evidence for informed policymaking targeting women from the lower socioeconomic stratum, especially those living in the northwestern and southeastern regions to increase sanitary napkin use.

Indexed as

Menstrual Hygiene ProductsSocioeconomic FactorsAdolescentAdultBangladeshCluster AnalysisCross-Sectional StudiesFemaleHumansMiddle AgedSpatial AnalysisSurveys and QuestionnairesYoung AdultBangladeshDecompositionSanitary napkinSocioeconomic inequalitiesSpatial autocorrelationSpatial pattern

Identifiers

PMID40634993
PMCPMC12239284

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LicenceCC BY-NC-ND
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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.