ArticleHuman reproduction open2023
Financial costs of assisted reproductive technology for patients in low- and middle-income countries: a systematic review.
Article in Human reproduction open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 140 papers, 7 of them syntheses that pooled it.
What it found
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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
140 citing papers in PubMed, 7 syntheses or guidelines pooled it, 213 citations in OpenAlex.
- Oocyte gene mutations increase rates of total fertilization failure: a systematic review and meta-analysis.Reproductive biology and endocrinology : RB&E · 2026Pooled it
- Evidence-based interventions to restore or improve female fertility in women aged 30-42 years: a systematic review by etiology and evidence level.Frontiers in endocrinology · 2026Pooled it
- The effects of oral antioxidants on outcomes of assisted reproductive technology: a systematic review and meta-analysis of randomized controlled trials.Frontiers in endocrinology · 2026Pooled it
- Toward global reproductive justice: a universal framework for evaluating equity and autonomy in in-vitro fertilization policies.Reproductive health · 2025Pooled it
- Systematic review of challenges and prospective recommendations of medically assisted reproductive technology in developing countries.Frontiers in reproductive health · 2025Pooled it
- Prevalence and risk factors of negative emotions in infertile women: a systematic review and meta-analysis.Frontiers in public health · 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
- Microfluidic Intracytoplasmic Sperm Injection (MICSI): A Novel Platform for Sperm Isolation, Selection, and Injection Into Oocytes.Andrology · 2026Article
- PRDM9-mediated meiotic hotspot specification is constrained in humans despite extensive sequence diversity.bioRxiv : the preprint server for biology · 2026Article
- Patient-Centered Fertility Care in Kazakhstan: Preliminary Cultural Adaptation of a Fertility-Care Survey and Patient-Staff Perception Gaps in Two Assisted-Reproduction Clinics.Healthcare (Basel, Switzerland) · 2026Article
- SPE-55 and VHA-18 are essential for FB-MO complex assembly and transport during spermatogenesis in C. elegans.Nature communications · 2026Article
- Metabolic imaging for gamete and embryo assessment through advanced microscopy technologies: a novel avenue for artificial intelligence?Human reproduction (Oxford, England) · 2026Review
- China-East Asia comparison of male infertility burden and trend prediction: evidence from GBD 2023.Translational andrology and urology · 2026Article
- Health system level microcosting of infertility management in India: a retrospective cross-sectional study.BMJ open · 2026Article
- Phthalate induced testicular degeneration in mice: biochemical, histopathological and immunohistochemical evidence for the interplay of oxidative stress, caspase-3, and NF-κB signaling.Scientific reports · 2026Article
- Application of Machine Learning Algorithms for Evaluating Predictors and Developing Diagnostic Models for Female Infertility Classification.Bioengineering (Basel, Switzerland) · 2026Article
- Fosl2 Regulates FSH-Dependent Follicle Maturation Through Feedback Amplification of FSH/FSHR Signaling.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Development of a one-step office hysteroscopic lightweight artificial intelligence application for subfertility risk stratification of intrauterine adhesions.Fundamental research · 2026Article
- Women's perspectives regarding in vitro fertilization as a conception option at the primary healthcare level in Ekiti State.Research in health services & regions · 2026Article
- Correlation between reproductive hormone levels and genetic abnormalities in patients with non-obstructive azoospermia and oligospermia.Translational andrology and urology · 2026Article
80 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
6 authors at 4 institutions in 5 countries.
Funding
Abstract
study questionWhat are the direct costs of assisted reproductive technology (ART), and how affordable is it for patients in low- and middle-income countries (LMICS)? SUMMARY ANSWER: Direct medical costs paid by patients for infertility treatment are significantly higher than annual average income and GDP per capita, pointing to unaffordability and the risk of catastrophic expenditure for those in need. WHAT IS KNOWN ALREADY: Infertility treatment is largely inaccessible to many people in LMICs. Our analysis shows that no study in LMICs has previously compared ART medical costs across countries in international dollar terms (US$PPP) or correlated the medical costs with economic indicators, financing mechanisms, and policy regulations. Previous systematic reviews on costs have been limited to high-income countries while those in LMICs have only focussed on descriptive analyses of these costs. STUDY DESIGN SIZE DURATION: Guided by the preferred reporting items for systematic reviews and meta-analyses (PRISMA), we searched PubMed, Web of Science, Cumulative Index of Nursing and Allied Health Literature, EconLit, PsycINFO, Latin American & Caribbean Health Sciences Literature, and grey literature for studies published in all languages from LMICs between 2001 and 2020. PARTICIPANTS/MATERIALS SETTING
methodsThe primary outcome of interest was direct medical costs paid by patients for one ART cycle. To gauge ART affordability, direct medical costs were correlated with the GDP per capita or average income of respective countries. ART regulations and public financing mechanisms were analyzed to provide information on the healthcare contexts in the countries. The quality of included studies was assessed using the Integrated Quality Criteria for Review of Multiple Study designs. MAIN RESULTS AND THE ROLE OF CHANCE: Of the 4062 studies identified, 26 studies from 17 countries met the inclusion criteria. There were wide disparities across countries in the direct medical costs paid by patients for ART ranging from USD2109 to USD18 592. Relative ART costs and GDP per capita showed a negative correlation, with the costs in Africa and South-East Asia being on average up to 200% of the GDP per capita. Lower relative costs in the Americas and the Eastern Mediterranean regions were associated with the presence of ART regulations and government financing mechanisms. LIMITATIONS REASONS FOR CAUTION: Several included studies were not primarily designed to examine the cost of ART and thus lacked comprehensive details of the costs. However, a sensitivity analysis showed that exclusion of studies with below the minimum quality score did not change the conclusions on the outcome of interest. WIDER IMPLICATIONS OF THE
findingsGovernments in LMICs should devise appropriate ART regulatory policies and implement effective mechanisms for public financing of fertility care to improve equity in access. The findings of this review should inform advocacy for ART regulatory frameworks in LMICs and the integration of infertility treatment as an essential service under universal health coverage. STUDY FUNDING/COMPETING INTERESTS: This work received funding from the UNDP-UNFPA-UNICEF-WHO-World Bank Special Programme of Research, Development and Research Training in Human Reproduction (HRP), a cosponsored programme executed by the World Health Organization (WHO). The authors declare no competing interests. TRIAL REGISTRATION NUMBER: This review is registered with PROSPERO, CRD42020199312.
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