ArticlePloS one2024
Exploration of modern contraceptive methods using patterns among later reproductive-aged women in Bangladesh.
Article in PloS one, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 9 papers, 1 of them a synthesis that pooled it.
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Who cites it
9 citing papers in PubMed, 1 synthesis or guideline pooled it, 8 citations in OpenAlex.
- Contraceptive behaviors and media influence among women in Bangladesh: exploring the effects of age and education.Frontiers in global women's health · 2025Pooled it
- Determinants of family planning use among married women of reproductive age in south Asia: a systematic review and meta-analysis.The Lancet regional health. Southeast Asia · 2026Article
- Determinants of modern family planning use among married adolescents in Bangladesh: evidence from a machine learning approach.BMC public health · 2026Article
- Heterogeneous wealth-related differences in modern contraceptive use in Bangladesh: a machine learning-based g-computation analysis of the DHS 2022 cross-sectional survey.Journal of health, population, and nutrition · 2026Observational
- Understanding Risk Factors for Unmet Contraceptive Needs Among Married and Cohabiting Women in Sub-Saharan Africa: Evidence from 22 Countries.Rwanda journal of medicine and health sciences · 2026Article
- Association between women's empowerment and use of modern contraception methods in Bangladesh: evidence from Bangladesh demographic and health survey 2022.Contraception and reproductive medicine · 2025Article
- Trend and multivariate decomposition analysis of modern contraceptive utilization among women in Ethiopia.Scientific reports · 2025Article
- Does women empowerment alone influence contraception utilization in Bangladesh perspective? Findings from the 2017-2018 Demographic Health Survey using a structural equation model analysis.AJOG global reports · 2025Article
- Correction: Exploration of modern contraceptive methods using patterns among later reproductive-aged women in Bangladesh.PloS one · 2024Article
Corrections and comments
- Erratum issued
Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundWith the rapid increase in the number of women in their later reproductive years (aged 35 and above) in the present decade, the concern surrounding their contraceptive considerations has reached a critical point of importance. This study aims to examine the trends and determinants of modern contraceptive uptake among later reproductive-aged women in Bangladesh.
methodsA total of 17,736 women aged 35 and above were included in the analysis, utilizing data from three consecutives Bangladesh Demographic and Health Surveys conducted in 2011, 2014, and 2017-18. The outcome variable was the uptake of modern contraceptive methods (yes or no). The explanatory variables encompassed survey years, individual characteristics of the women, as well as characteristics of their partners and the community. Multilevel logistic regression model was used to explore the association of the outcome variable with explanatory variables.
resultsWe found that approximately 54% of women aged 35 and more do not use modern contraceptive methods, and there have been no significant shifts in their usage observed over the survey years. Compared to women aged 35-39, women aged 40-45 (aOR = 0.53, 95% CI: 0.49-0.57) and 45-49 (aOR = 0.24, 0.22-0.26) reported lower likelihoods of modern contraceptive method uptake. Higher education correlated with increased uptake of modern contraceptive methods (112%-142%), while partner's education showed a negative association. Later reproductive-aged women in richer (aOR = 0.83, 95% CI: 0.74-0.94) and richest (aOR = 0.76, 95% CI: 0.66-0.88) quintiles reported lower uptake of modern contraceptive methods compared to their counterparts in the poorest quintile. Later reproductive-aged women in Dhaka (aOR = 1.22, 95% CI: 1.07-1.38) and Rajshahi (aOR = 1.37, 95% CI: 1.19-1.59) regions had higher uptake of modern contraception than those residing in the Barishal division. Modern contraceptive methods uptake was 1.22 times higher among women who reported exposure to mass media and 1.19 times higher among women who reported engagement in paid work compared to among women who reported no exposure to mass media and participation in no formal work, respectively. Modern contraceptive methods uptake was 43% higher (aOR = 1.43, 95% CI: 1.32-1.55) in women with more than 2 children compared to those with ≤2 children.
conclusionThe study highlights no significant change in modern contraception uptake among later reproductive-aged women in Bangladesh. This raises concerns about the elevated risk of unintended pregnancies and shorter birth intervals, emphasizing the need for targeted interventions to address the specific needs and preferences of this demographic.
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