ReviewHuman reproduction open2022
Infertility prevalence and the methods of estimation from 1990 to 2021: a systematic review and meta-analysis.
Review in Human reproduction open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 293 papers, 19 of them syntheses 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.
Randomized, Placebo-controlled, Double-blind, Single-center Trial to Evaluate the Possible Action of Resveratrol in Improving the Outcomes of Controlled Ovarian Stimulation During the IVF/ICSI Cycles in Couples With Unexplained Infertility
An Observational Study of Artificial Intelligence-Assisted Blastocyst Morphokinetic Analysis Using Short-Duration Video and Its Association With Pregnancy Outcomes
Who cites it
293 citing papers in PubMed, 19 syntheses or guidelines pooled it, 400 citations in OpenAlex.
- Does intracytoplasmic sperm injection outperform conventional in vitro fertilization in couples without severe male factor infertility? A systematic review and meta-analysis of randomized controlled trials.Human reproduction (Oxford, England) · 2026Pooled it
- More than a medical condition: a theoretical exploration of infertility's hidden burden.BMC public health · 2026Pooled it
- Pooled it
- Endometrial microbiota-targeted therapies for chronic endometritis-associated recurrent implantation failure and their impact on IVF outcomes: A systematic review and methodological quality assessment.Acta obstetricia et gynecologica Scandinavica · 2026Pooled it
- Female infertility and long-term cardiovascular risk: a systematic review and meta-analysis.Endocrine · 2026Pooled it
- Primary and secondary infertility in India: a systematic review and meta-analysis.Reproductive health · 2026Pooled it
- Ultra-processed food consumption and risk of infertility in adults: a systematic review and meta-analysis.Frontiers in public health · 2026Pooled it
- Association between infertility and thyroid cancer risk: a systematic review and meta-analysis.Frontiers in oncology · 2026Pooled it
- Timing and dose of acupuncture as adjuncts to assisted reproduction: a meta-analysis and model-based network meta-analysis.Frontiers in endocrinology · 2026Pooled it
- Economic evaluation of embryo transfer strategies in in vitro fertilization (IVF): a systematic review.Journal of health, population, and nutrition · 2025Pooled it
- Causality and potential drug targets for hyperandrogenism and anovulation-related infertility: two-sample Mendelian randomization and colocalization analyses.Journal of ovarian research · 2025Pooled it
- Experience of infertility-related stigma in Africa: a systematic review and mixed methods meta-synthesis.International health · 2025Pooled it
- Epidemiology of infertility and coping mechanisms in Ethiopia, 2025: a systematic review and meta-analysis.Reproductive health · 2025Pooled it
- The efficacy of psychological interventions for infertile women: a systematic review and meta-analysis.BMC women's health · 2025Pooled it
- The Type of Follicle-Stimulating Hormone Medication Given for In Vitro Fertilization Impacts Oocyte Retrieval: A Systematic Review and Meta-Analysis.Clinical pharmacology and therapeutics · 2025Pooled it
- Preconception health risks among women of reproductive age in Sub-Saharan Africa: a systematic review of implications for preconception care.Journal of health, population, and nutrition · 2025Pooled it
- Trans-ethnic GWAS meta-analysis of idiopathic spermatogenic failure highlights the immune-mediated nature of Sertoli cell-only syndrome.Communications biology · 2025Pooled it
- Diet diversity score might be associated with reproductive health in women and infant outcomes: a systematic review.Journal of nutritional science · 2025Pooled it
- Extracellular vesicles in reproductive biology and disorders: a comprehensive review.Frontiers in endocrinology · 2025Pooled it
- The new WHO infertility guideline: A universal right to equitable, evidence-based fertility care.International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2026Article
233 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 5 institutions in 2 countries.
Funding
Abstract
study questionWhat is the contemporary prevalence of infertility in world populations and how do they differ by methodological and study characteristics? SUMMARY ANSWER: Pooled estimates of lifetime and period prevalence of 12-month infertility were 17.5% and 12.6%, respectively, but this varied by study population and methodological approach. WHAT IS KNOWN ALREADY: Infertility affects millions of individuals worldwide. Accurate measures of its magnitude are needed to effectively address and manage the condition. There are distinct challenges and variation in how infertility is defined and measured, limiting comparability of estimates across studies. Further research is needed to understand whether and how differences in methodological approaches and study characteristics account for heterogeneity in estimates. STUDY DESIGN SIZE DURATION: We conducted a systematic review and meta-analysis. Six electronic databases, websites of relevant organizations, and conference proceedings were systematically searched. Searches were limited to those published between 1 January 1990 and 11 March 2021, with no language restrictions. PARTICIPANTS/MATERIALS SETTING
methodsDescriptive and random-effects meta-analysis models were used to examine range of estimates and generate estimates of pooled lifetime and period prevalence of 12-month infertility, respectively, among representative populations. Meta-regression using restricted maximum likelihood was applied to account for definitional and study characteristics and to obtain adjusted estimates. Risk of bias was assessed with a validated tool. MAIN RESULTS AND THE ROLE OF CHANCE: The search yielded 12 241 unique records of which 133 studies met the criteria for the systematic review. There were 65 and 69 studies that provided data for lifetime and period prevalence of 12-month infertility, respectively. Five methodological approaches were identified: prospective time-to-pregnancy (TTP) design, current duration design, retrospective TTP design, self-reported infertility measure and constructed infertility measure. Ranges for lifetime (3.3-39.7%) and period estimates (1.6-34.0%) were similar and wide even after accounting for methodological and study characteristics. Pooled estimates of lifetime and period prevalence were 17.5% (95% CI: 15.0, 20.3, n = 37 studies, LIMITATIONS REASONS FOR CAUTION: Pooled estimates generated from meta-analysis were derived from 12-month infertility prevalence estimates that were heterogeneous across different domains, even after adjusting for definitional and study characteristics. The number of studies was small for certain strata from which pooled estimates were derived (e.g. there were only two studies for lifetime prevalence in Africa). WIDER IMPLICATIONS OF THE
findingsWhile findings show a high prevalence of infertility globally and regionally, it also reveals variation in measures to ascertain and compare infertility prevalence. More systematic and comprehensive collection of data using a consistent definition is needed to improve infertility prevalence estimates at global, regional and country-levels. STUDY FUNDING/COMPETING INTERESTS: This work was supported by the World Health Organization. The authors have no conflicts of interest. REGISTRATION NUMBER: PROSPERO CRD42020211704.
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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.