ArticleGlobal health, science and practice2023
Inequities in Family Planning in Low- and Middle-Income Countries.
Article in Global health, science and practice, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
10 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Preexisting Diabetes and Pregnancy: An Endocrine Society and European Society of Endocrinology Joint Clinical Practice Guideline.The Journal of clinical endocrinology and metabolism · 2025Guideline
- Combined hormonal versus nonhormonal versus progestin-only contraceptives for postpartum contraception in lactating individuals.The Cochrane database of systematic reviews · 2026Article
- Inequities in contraceptive use among adults in Lebanon: a national study.Journal of global health · 2026Article
- The Dominant Role of Community Influences over Individual Contraceptive Choices in Pakistan.Gates open research · 2026Article
- Observational
- Sociodemographic factors associated with modern contraceptive use in Japan: an analysis of national survey data.Contraception and reproductive medicine · 2025Article
- Article
- A comparison of acceptability of contraceptive vaginal rings, pills, and injectables among cisgender women in Kenya and Zimbabwe: protocol for a mixed-methods study.Gates open research · 2025Article
- A Scoping Review of Patient-Centered Perinatal Contraceptive Counseling.Maternal and child health journal · 2024Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionInequities in reproductive health are widespread, and periodic surveys can trace trends in inequities to guide policies and program implementation.
methodsWe examined National Composite Index for Family Planning surveys from 2017 and 2021 that assessed inequities in access to 7 contraceptive methods and traced patterns of discrimination involving 5 subgroups in low- and middle-income countries. These surveys use 10-25 informants in each country who are knowledgeable at the national level. Measures are based on questionnaire ratings on a scale of 1-10.
resultsAccess to contraceptive methods averages about half of the maximum of 100%, with substantial variation across regions and countries for the score levels. Score profiles are similar among high-scoring and low-scoring countries, suggesting that access to each method reflects common determinants in the nature of each method and the influences acting upon national family planning programs. Access to short-term methods (pill, injectable, and condom) is much better than for long-term methods (sterilization, intrauterine device, and implant). Community-based distribution of contraceptives averages low, as it is not part of some programs. Over time the scores have improved modestly. Correlations imply that better access leads to more contraceptive use. Inequity of use across wealth groups is less where overall equity has improved. Measures of discrimination against youth, unmarried women, postabortion clients, HIV carriers, and different wealth groups indicate a need for additional policies and considerable latitude for stronger actions by providers.
conclusionsThe surveys in 2017 and 2021 demonstrate both progress and deficiencies for equitable access to contraceptive methods, with highly variable results among regions and countries. Much remains to be done to alleviate discriminatory practices against particular subgroups. Equity has improved for access to contraception and contraceptive use, and it can continue to do so with greater attention to policies and practices in national programs.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.