ArticleHuman reproduction (Oxford, England)2017
Estimating infertility prevalence in low-to-middle-income countries: an application of a current duration approach to Demographic and Health Survey data.
Article in Human reproduction (Oxford, England), 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 49 papers, 3 of them syntheses that pooled it.
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Who cites it
49 citing papers in PubMed, 3 syntheses or guidelines pooled it, 121 citations in OpenAlex.
- Prevalence and contributing factors of depression among women with infertility in low-resource settings: a systematic review and meta-analysis.Frontiers in medicine · 2025Pooled it
- Effects of mindfulness-based intervention for women with infertility: a systematic review and meta-analysis.Archives of women's mental health · 2023Pooled it
- Evaluation of the Risk of Birth Defects Related to the Use of Assisted Reproductive Technology: An Updated Systematic Review.International journal of environmental research and public health · 2022Pooled it
- Prevalence of Infertility, Associated Factors, and Treatment Seeking Among Reproductive Age Couples in Merhabete Woreda, Northshewa Ethiopia, 2023: A Cross-Sectional Study.Health science reports · 2026Article
- Assessing patterns, barriers, and motivations for family planning utilization among currently pregnant women in Nigeria: a cross-sectional study.Frontiers in reproductive health · 2026Article
- Validating the current duration approach for measuring infertility prevalence using novel app data from the USA.Human reproduction (Oxford, England) · 2025Article
- The burden of infertility in north-eastern Democratic Republic of Congo, a high-fertility region: a cross-sectional study.Reproductive health · 2025Article
- Global, regional, and national burden and trend of infertility and its subtypes from 1990 to 2021, with projections to 2035.Journal of assisted reproduction and genetics · 2025Article
- Nationwide prevalence of infertility in Iranian couples: findings from a 2019 study.BMC public health · 2025Article
- How to estimate the probability of a live birth after one or more complete IVF cycles? the development of a novel model in a single-center.BMC pregnancy and childbirth · 2025Article
- Association between female cardiometabolic index and infertility: a population-based study.Frontiers in public health · 2025Article
- Do perceived social support mitigate the influence of infertility stigma on fertility quality of life?Frontiers in global women's health · 2025Article
- Subfecundity and associated factors among pregnant mothers receiving antenatal care at public health facilities in Ambo town Oromia region, Ethiopia: a cross-sectional study.Frontiers in global women's health · 2025Article
- Now is the time to introduce new innovative assisted reproduction methods to implement accessible, affordable, and demonstrably successful advanced infertility services in resource-poor countries.Human reproduction open · 2025Article
- MicroRNAs as Biomarkers and Therapeutic Targets in Female Infertility.International journal of molecular sciences · 2024Review
- Measuring non-events: infertility estimation using cross-sectional, population-based data from four countries in sub-Saharan Africa.Human reproduction (Oxford, England) · 2024Article
- Joint modelling of survival and backwards recurrence outcomes: an analysis of factors associated with fertility treatment in the U.S.Journal of the Royal Statistical Society. Series C, Applied statistics · 2024Article
- The varying estimation of infertility in Ethiopia: the need for a comprehensive definition.BMC women's health · 2024Article
- Associations of weight-adjusted-waist index and depression with secondary infertility.Frontiers in endocrinology · 2024Article
- Non-high-density to high-density lipoprotein cholesterol ratio and its association with infertility in U.S. women: a cross-sectional study.Frontiers in endocrinology · 2024Article
Corrections and comments
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Authors and funding
5 authors at 5 institutions in 2 countries.
Funding
Abstract
study questionCan infertility prevalence be estimated using a current duration (CD) approach when applied to nationally representative Demographic and Health Survey (DHS) data collected routinely in low- or middle-income countries? SUMMARY ANSWER: Our analysis suggests that a CD approach applied to DHS data from Nigeria provides infertility prevalence estimates comparable to other smaller studies in the same region. WHAT IS KNOWN ALREADY: Despite associations with serious negative health, social and economic outcomes, infertility in developing countries is a marginalized issue in sexual and reproductive health. Obtaining reliable, nationally representative prevalence estimates is critical to address the issue, but methodological and resource challenges have impeded this goal. STUDY DESIGN, SIZE, DURATION: This cross-sectional study was based on standard information available in the DHS core questionnaire and data sets, which are collected routinely among participating low-to-middle-income countries. Our research question was examined among women participating in the 2013 Nigeria DHS (n = 38 948). Among women eligible for the study, 98% were interviewed. PARTICIPANTS/MATERIALS, SETTING,
methodsWe applied a CD approach (i.e. current length of time-at-risk of pregnancy) to estimate time-to-pregnancy (TTP) and 12-month infertility prevalence among women 'at risk' of pregnancy at the time of interview (n = 7063). Women who were 18-44 years old, married or cohabitating, sexually active within the past 4 weeks and not currently using contraception (and had not been sterilized) were included in the analysis. Estimates were based on parametric survival methods using bootstrap methods (500 bootstrap replicates) to obtain 95% CIs. MAIN RESULTS AND THE ROLE OF CHANCE: The estimated median TTP among couples at risk of pregnancy was 5.1 months (95% CI: 4.2-6.3). The estimated percentage of infertile couples was 31.1% (95% CI: 27.9-34.7%)-consistent with other smaller studies from Nigeria. Primary infertility (17.4%, 95% CI: 12.9-23.8%) was substantially lower than secondary infertility (34.1%, 95% CI: 30.3-39.3%) in this population. Overall estimates for TTP >24 or >36 months dropped to 17.7% (95% CI: 15.7-20%) and 11.5% (95% CI: 10.2-13%), respectively. Subgroup analyses showed that estimates varied by age, coital frequency and fertility intentions, while being in a polygynous relationship showed minimal impact. LIMITATIONS, REASONS FOR CAUTION: The CD approach may be limited by assumptions on when exposure to risk of pregnancy began and methodologic assumptions required for estimation, which may be less accurate for particular subgroups or populations. Unrecognized pregnancies may have also biased our findings; however, we attempted to address this in our exclusion criteria. Limiting to married/cohabiting couples may have excluded women who are no longer in a relationship after being blamed for infertility. Although probably rare in this setting, we lack information on couples undergoing infertility treatment. Like other TTP measurement approaches, pregnancies resulting from contraceptive failure are not included, which may bias estimates. WIDER IMPLICATIONS OF THE
findingsNationally representative estimates of TTP and infertility based on a clinical definition of 12 months have been limited within developing countries. This approach represents a pragmatic advance in our ability to measure and monitor infertility in the developing world, with potentially far-reaching implications for policies and programs intended to address reproductive health. STUDY FUNDING/COMPETING INTERESTS: There are no competing interests and no financial support was provided for this study. Financial support for Open Access publication was provided by the World Health Organization.
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