SynthesisThe Lancet. Public health2016
Population-level impact, herd immunity, and elimination after human papillomavirus vaccination: a systematic review and meta-analysis of predictions from transmission-dynamic models.
Synthesis in The Lancet. Public health, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 150 papers, 4 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.
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Who cites it
150 citing papers in PubMed, 4 syntheses or guidelines pooled it, 306 citations in OpenAlex.
- Screening for the prevention and early detection of cervical cancer: systematic reviews to inform an update to recommendations by the Canadian Task Force on Preventive Health Care.Systematic reviews · 2025Pooled it
- Inclusion of marginalized populations in HPV vaccine modeling: A systematic review.Preventive medicine · 2024Pooled it
- The quadrivalent HPV vaccine is protective against genital warts: a meta-analysis.BMC public health · 2020Pooled it
- Guidelines for multi-model comparisons of the impact of infectious disease interventions.BMC medicine · 2019Guideline
- Effectiveness of various human papillomavirus vaccination strategies: A community randomized trial in Finland.Cancer medicine · 2021Trial
- Evaluation of Durability of a Single Dose of the Bivalent HPV Vaccine: The CVT Trial.Journal of the National Cancer Institute · 2020Trial
- Trial
- Optimising Human Papillomavirus Vaccination Strategies for Faster Cervical Cancer Elimination.Acta paediatrica (Oslo, Norway : 1992) · 2026Review
- Elimination of HPV-associated cancers: universal HPV vaccination and the role of anal screening - a meeting report.BMC proceedings · 2026Article
- Cost-effectiveness of risk-stratified screening for cervical cancer in cohorts vaccinated against human papillomavirus with moderate vaccination coverage.International journal of cancer · 2026Article
- Population-level impact of quadrivalent HPV vaccination in Brazil: a repeated cross-sectional study.NPJ vaccines · 2026Article
- Optimal cervical cancer screening strategies for unvaccinated and HPV-vaccinated cohorts in the United States: a comprehensive comparative modeling analysis.Lancet regional health. Americas · 2026Article
- Impact of switching from a quadrivalent to a nonavalent HPV vaccine on HPV infections and cervical cancer in Colombia: a mathematical modelling study.Lancet regional health. Americas · 2026Article
- Factors Associated with Human Papillomavirus Vaccination Intention Among Young Men in Japan: A Cross-Sectional Study.Journal of community health · 2026Article
- Cost-Effectiveness of Nationwide HPV Vaccination in Girls in Kazakhstan: A UNIVAC-Based Analysis.Vaccines · 2026Article
- Predicting optimal impact interventions in the post-HPV vaccination world.International journal of cancer · 2026Review
- A method of estimating cervical cancers prevented by the introduction of national screening in Ireland.European journal of public health · 2026Article
- Decision-making considerations for single-dose HPV vaccination, including drivers of schedule adoption or switch: insights from immunisation stakeholders in 19 low-income and middle-income countries.BMJ global health · 2026Article
- Dynamics of Cervical Lesions After Excisional Treatment in Relation to HPV Genotypes and Cytological Findings.Journal of clinical medicine · 2026Article
- Economic burden of human papillomavirus-related cancers in New Zealand.BMJ public health · 2026Article
90 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
31 authors at 20 institutions in 12 countries.
Funding
Abstract
backgroundModelling studies have been widely used to inform human papillomavirus (HPV) vaccination policy decisions; however, many models exist and it is not known whether they produce consistent predictions of population-level effectiveness and herd effects. We did a systematic review and meta-analysis of model predictions of the long-term population-level effectiveness of vaccination against HPV 16, 18, 6, and 11 infection in women and men, to examine the variability in predicted herd effects, incremental benefit of vaccinating boys, and potential for HPV-vaccine-type elimination.
methodsWe searched MEDLINE and Embase for transmission-dynamic modelling studies published between Jan 1, 2009, and April 28, 2015, that predicted the population-level impact of vaccination on HPV 6, 11, 16, and 18 infections in high-income countries. We contacted authors to determine whether they were willing to produce new predictions for standardised scenarios. Strategies investigated were girls-only vaccination and girls and boys vaccination at age 12 years. Base-case vaccine characteristics were 100% efficacy and lifetime protection. We did sensitivity analyses by varying vaccination coverage, vaccine efficacy, and duration of protection. For all scenarios we pooled model predictions of relative reductions in HPV prevalence (RR
findings16 of 19 eligible models from ten high-income countries provided predictions. Under base-case assumptions, 40% vaccination coverage and girls-only vaccination, the RR
interpretationAlthough HPV models differ in structure, data used for calibration, and settings, our population-level predictions were generally concordant and suggest that strong herd effects are expected from vaccinating girls only, even with coverage as low as 20%. Elimination of HPV 16, 18, 6, and 11 is possible if 80% coverage in girls and boys is reached and if high vaccine efficacy is maintained over time.
fundingCanadian Institutes of Health Research.
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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.