ArticleBMC public health2021
The role of structural and process quality of family planning Care in Modern Contraceptive use in Indonesia: a multilevel analysis.
Article in BMC public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.
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Who cites it
12 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Effective strategies for increasing the uptake of modern methods of family planning in South Asia: a systematic review and meta-analysis.BMC women's health · 2024Pooled it
- Family planning service quality and contraceptive discontinuation among short-acting contraceptive users in Indonesia: a survival analysis of the 2017 Indonesia demographic health survey.BMC women's health · 2026Article
- Voices, Choices, and Access: A Narrative Review of Reproductive Health Awareness and Strategic Schemes in India and Beyond.Health services insights · 2026Review
- Barriers to modern contraceptive use by female workers in Indonesia's urban areas.Korean journal of family medicine · 2025Article
- Determinant factors in the use of modern contraception in urban and rural areas in Western Indonesia.BMC public health · 2025Article
- Structural quality of health facilities to provide family planning services in Ethiopia: Evidence from the 2021-22 Ethiopia Service Provision Assessment survey.PLOS global public health · 2025Article
- Article
- Contraceptive use among women who desire no more children in Indonesia: a cross-sectional study of a national survey.Malaysian family physician : the official journal of the Academy of Family Physicians of Malaysia · 2024Article
- Barriers to Family Planning Service Utilization in Ethiopia: A Qualitative Study.Ethiopian journal of health sciences · 2023Article
- The role of gender inequality and health expenditure on the coverage of demand for family planning satisfied by modern contraceptives: a multilevel analysis of cross-sectional studies in 14 LAC countries.Lancet regional health. Americas · 2023Article
- Improving provider and client communication around family planning in Togo: Results from a cross-sectional survey.PLOS global public health · 2023Article
- A Systematic Review of Determinants Influencing Family Planning and Contraceptive Use.Iranian journal of nursing and midwifery researchArticle
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionDespite contraceptive behaviors are influenced by multiple and multilevel variables, studies on modern contraceptive use in Indonesia has concentrated on single-level and mostly individual and household variables, and less interest has been devoted to multilevel analysis that accounts for community and SDP characteristics that may affect woman's decision to use modern FP method. This study aimed to assess the role of structural and process quality of family planning care in modern contraceptive use among women in reproductive ages in Indonesia.
methodsThis study analyzed data from the 2016 PMA2020 survey of 10,210 women in 372 enumeration areas in Indonesia. The data were analyzed using categorical principal component analysis and multilevel mixed-effects logistic regression.
resultsThe key variables for structural quality were number of contraceptive provided, SDP supports CHWs, available water and electricity, and skilled FP personnel, while the main factors for process quality were privacy of clients and provision of post-abortion service. There were significant differences across communities in how study variables associated with modern FP adoption. The finding shows the evidence of significant roles of structural and process quality FP care in modern contraceptive use. Moreover, women with high autonomy in FP decision, those who had free national/district health insurance, and those living in a community with higher proportion of women visited by CHW, had higher odds of modern contraceptive usage. Yet, women who live in a community with higher mean ideal number of children or greater proportion of women citing personal/husband/religion opposition to FP, had lower odds of modern contraceptive use than their counterparts.
conclusionStudy findings suggest improvement in structural and process quality of FP care will yield substantial growths in modern contraceptive use. Moreover, FP workers should also address adverse cultural/traditional customs in community and should target communities where the demand for modern FP was degraded by opposing social beliefs and norms. There was significant variation across communities in how individual, household, community, and SDP factors affect modern FP practice, hence, context should be taken into consideration in the development of FP intervention and promotion programs.
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