ArticleBMC medicine2017
The public health value of vaccines beyond efficacy: methods, measures and outcomes.
Article in BMC medicine, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 55 papers, 2 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
55 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Prevalence of COVID-19 vaccine hesitancy in Brazil: a systematic review and meta-analysis.Frontiers in public health · 2025Pooled it
- Benefit-Risk Assessment of Vaccines. Part I: A Systematic Review to Identify and Describe Studies About Quantitative Benefit-Risk Models Applied to Vaccines.Drug safety · 2020Pooled it
- Indirect protection and long-term effectiveness of inactivated COVID-19 vaccine: a stepped-wedge randomised trial in Serrana, Brazil.Scientific reports · 2026Trial
- Introducing an Expanded Value Framework in Health Technology Assessment of Vaccines.Journal of market access & health policy · 2026Article
- "Is there a link between women's empowerment and childhood vaccination?": A multilevel analysis using the Philippines Demographic and Health Survey Data 2017 and 2022.BMC public health · 2026Article
- Estimated effect of media use on mothers' vaccination of their children in Sub-Saharan Africa: a quasi-experimental propensity score matching analysis using DHS data.BMC public health · 2025Article
- Quantifying the direct and indirect components of COVID-19 vaccine effectiveness during the Delta variant era.Epidemiology and infection · 2025Article
- Three in four children age 12-23 months missed opportunities for vaccination in Sub-Saharan African countries: a multilevel mixed effect analysis of demographic health and surveys 2016-2023.BMC public health · 2025Article
- Direct and indirect effects of hepatitis B vaccination in four low- and middle-income countries.Epidemics · 2024Article
- Article
- The economic and fiscal impact of incremental use of cell-based quadrivalent influenza vaccine for the prevention of seasonal influenza among healthcare workers in Italy.Health research policy and systems · 2024Article
- Readiness for influenza and COVID-19 vaccination in Germany: a comparative analysis.Frontiers in psychology · 2024Article
- Modeling Supply and Demand Dynamics of Vaccines against Epidemic-Prone Pathogens: Case Study of Ebola Virus Disease.Vaccines · 2023Article
- Article
- Measuring indirect transmission-reducing effects in tuberculosis vaccine efficacy trials: why and how?The Lancet. Microbe · 2023Review
- Public Health Impacts of Vaccines for COVID-19 and Beyond: Opportunities to Overcome Technical and Regulatory Barriers for Randomized Trials.American journal of public health · 2023Article
- Number needed to vaccinate with a COVID-19 booster to prevent a COVID-19-associated hospitalization during SARS-CoV-2 Omicron BA.1 variant predominance, December 2021-February 2022, VISION Network: a retrospective cohort study.Lancet regional health. Americas · 2023Article
- Multi-Perspective Views and Hesitancy toward COVID-19 Vaccines: A Mixed Method Study.Vaccines · 2023Article
- Barriers and facilitators to nationwide implementation of the malaria vaccine in Ghana.Health policy and planning · 2023Article
- The social value of a PASI 90 or PASI 100 response in patients with moderate-to-severe plaque psoriasis in Spain.Frontiers in public health · 2023Article
Corrections and comments
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Authors and funding
9 authors.
Funding
Abstract
backgroundAssessments of vaccine efficacy and safety capture only the minimum information needed for regulatory approval, rather than the full public health value of vaccines. Vaccine efficacy provides a measure of proportionate disease reduction, is usually limited to etiologically confirmed disease, and focuses on the direct protection of the vaccinated individual. Herein, we propose a broader scope of methods, measures and outcomes to evaluate the effectiveness and public health impact to be considered for evidence-informed policymaking in both pre- and post-licensure stages. DISCUSSION: Pre-licensure: Regulatory concerns dictate an individually randomised clinical trial. However, some circumstances (such as the West African Ebola epidemic) may require novel designs that could be considered valid for licensure by regulatory agencies. In addition, protocol-defined analytic plans for these studies should include clinical as well as etiologically confirmed endpoints (e.g. all cause hospitalisations, pneumonias, acute gastroenteritis and others as appropriate to the vaccine target), and should include vaccine-preventable disease incidence and 'number needed to vaccinate' as outcomes. Post-licensure: There is a central role for phase IV cluster randomised clinical trials that allows for estimation of population-level vaccine impact, including indirect, total and overall effects. Dynamic models should be prioritised over static models as the constant force of infection assumed in static models will usually underestimate the effectiveness and cost-effectiveness of the immunisation programme by underestimating indirect effects. The economic impact of vaccinations should incorporate health and non-health benefits of vaccination in both the vaccinated and unvaccinated populations, thus allowing for estimation of the net social value of vaccination.
conclusionsThe full benefits of vaccination reach beyond direct prevention of etiologically confirmed disease and often extend across the life course of a vaccinated person, prevent outcomes in the wider community, stabilise health systems, promote health equity, and benefit local and national economies. The degree to which vaccinations provide broad public health benefits is stronger than for other preventive and curative interventions.
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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.