ArticlePeerJ2023
Spatial heterogeneity in the exclusive use of hygienic materials during menstruation among women in urban India.
Article in PeerJ, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 13 citations in OpenAlex.
- Socioeconomic inequalities and its spatial pattern in sanitary napkin use in Bangladesh: evidence from the 2019 multiple indicator cluster survey.Population health metrics · 2025Article
- Understanding period product use among young women in rural and urban India from a geospatial perspective.Scientific reports · 2024Article
- Article
- Spatial heterogeneity of menstrual discriminatory practices against Nepalese women: A population-based study using the 2022 Demographic and Health Survey.PLOS global public health · 2024Article
- Spatial clustering of overweight/obesity among women in India: Insights from the latest National Family Health Survey.PloS one · 2024Article
- Decomposing the rural-urban gap in hygienic material use during menstruation among adolescent women in India.Scientific reports · 2023Article
- Spatiotemporal change in socioeconomic inequality in hygienic menstrual product use among adolescent girls in India during 2015-2019.International journal for equity in health · 2023Article
- Article
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Authors and funding
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Menstrual hygiene is essential for women to live with dignity. However, a large proportion of Indian women still suffer from unhygienic menstrual practices leading to reproductive tract infections. To understand the socioeconomic and bio-demographic determinants of menstrual hygiene practices, various national or local level studies have been conducted in India and around the world, however, no previous study has tried to understand the spatial heterogeneity across Indian districts in the use of hygienic materials among young urban women. Methods: This study used data from 54,561 urban women aged 15-24 from the National Family Health Survey-5. Global Moran's I was applied to assess the degree of spatial autocorrelation and cluster and outlier analyses to locate hot-spots and clod-spots in the exclusive use of hygienic materials across the districts. Ordinary least square, spatial lag, and error models were used to identify determinants of exclusive use of hygienic materials. Results: Approximately 66.8% of urban women exclusively use of hygienic materials which varied across districts. Global Moran's I of 0.46 indicated positive spatial autocorrelation in the outcome. Cluster and outlier analysis revealed cold-spots in central Indian districts and hotspots in south Indian districts. Results of spatial error model identified women's years of schooling, marital status, social group, and household wealth were major determinants of the exclusive use of hygienic materials among urban women across Indian districts. Conclusion: Substantial spatial heterogeneity in the outcome among urban women in India suggests the need to design targeted and context-specific behavioural interventions and programs for women in urban India.
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