ArticleBMC health services research2022
Availability and readiness of healthcare facilities and their effects on long-acting modern contraceptive use in Bangladesh: analysis of linked data.
Article in BMC health services research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed, 33 citations in OpenAlex.
- 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
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- Spatial distribution, integration and determinants of family planning service provision in Lubumbashi, DRC: a cross-sectional analysis from a health facility census.Reproductive health · 2026Article
- Post-abortion contraceptive uptake among women seeking care for incomplete or induced abortions in Northern Ethiopia: a facility-based cross-sectional study in a humanitarian setting.Frontiers in public health · 2026Article
- Article
- Inequities in effective coverage of family planning services in low- and middle-income countries: linking household and facility surveys.Journal of global health · 2025Article
- 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
- Barriers to contraceptive use among people living with diabetes and/or hypertension: a qualitative study.BMC public health · 2025Article
- Association of facility-based normal delivery healthcare services access with health facility factors: evidence from linked population and health facility survey data in Bangladesh.BMC health services research · 2025Article
- Article
- Article
- Decentralizing and task sharing within the primary health system improved access and quality of ANC services in Amhara and Oromia regions: pre-post health facility data.BMC primary care · 2024Article
- Comparison of two survey methods for estimating unplanned pregnancy, Bangladesh.Bulletin of the World Health Organization · 2024Article
- Availability and readiness of healthcare facilities and their effects on antenatal care services uptake in Bangladesh.BMC health services research · 2024Article
- Improving the uptake of contraception, Somalia.Bulletin of the World Health Organization · 2024Article
- Exploration of modern contraceptive methods using patterns among later reproductive-aged women in Bangladesh.PloS one · 2024Article
- Article
- A population-level data linkage study to explore the association between health facility level factors and unintended pregnancy in Bangladesh.Scientific reports · 2022Article
- Pattern of contraceptive use among reproductive-aged women with diabetes and/or hypertension: findings from Bangladesh Demographic and Health Survey.BMC women's health · 2022Article
- Exploring rise of pregnancy in Bangladesh resulting from contraceptive failure.Scientific reports · 2022Article
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Authors and funding
3 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
aimIncreasing access to long-acting modern contraceptives (LMAC) is one of the key factors in preventing unintended pregnancy and protecting women's health rights. However, the availability and accessibility of health facilities and their impacts on LAMC utilisation (implant, intrauterine devices, sterilisation) in low- and middle-income countries is an understudied topic. This study aimed to examine the association between the availability and readiness of health facilities and the use of LAMC in Bangladesh.
methodsIn this survey study, we linked the 2017/18 Bangladesh Demographic and Health Survey data with the 2017 Bangladesh Health Facility Survey data using the administrative-boundary linkage method. Mixed-effect multilevel logistic regressions were conducted. The sample comprised 10,938 married women of 15-49 years age range who were fertile but did not desire a child within 2 years of the date of survey. The outcome variable was the current use of LAMC (yes, no), and the explanatory variables were health facility-, individual-, household- and community-level factors.
resultsNearly 34% of participants used LAMCs with significant variations across areas in Bangladesh. The average scores of the health facility management and health facility infrastructure were 0.79 and 0.83, respectively. Of the facilities where LAMCs were available, 69% of them were functional and ready to provide LAMCs to the respondents. The increase in scores for the management (adjusted odds ratio (aOR), 1.59; 95% CI, 1.21-2.42) and infrastructure (aOR, 1.44; 95% CI, 1.01-1.69) of health facilities was positively associated with the overall uptake of LAMC. For per unit increase in the availability and readiness scores to provide LAMC at the nearest health facilities, the aORs for women to report using LAMC were 2.16 (95% CI, 1.18-3.21) and 1.74 (95% CI, 1.15-3.20), respectively. A nearly 27% decline in the likelihood of LAMC uptake was observed for every kilometre increase in the average regional-level distance between women's homes and the nearest health facilities.
conclusionThe proximity of health facilities and their improved management, infrastructure, and readiness to provide LAMCs to women significantly increase their uptake. Policies and programs should prioritise improving health facility readiness to increase LAMC uptake.
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