ArticlePLoS medicine2023
The potential impact of novel tuberculosis vaccine introduction on economic growth in low- and middle-income countries: A modeling study.
Article in PLoS medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed, 27 citations in OpenAlex.
- Coupling Coordination Analysis of Medical Service Capacity, Residents' Health Level and Regional Economic Development in China.Healthcare (Basel, Switzerland) · 2026Article
- Estimating the population impact of new tuberculosis vaccines depending on efficacy against infectious asymptomatic tuberculosis: A modelling study.PLoS medicine · 2026Article
- Tuberculosis: An Ongoing Global Threat.Advances in experimental medicine and biology · 2026Review
- Estimating the potential health and economic impacts of new tuberculosis vaccines under varying delivery strategies in Delhi and Gujarat, India: a modelling study.The Lancet regional health. Southeast Asia · 2024Article
- Effective Reproduction Number of Smear-Positive Pulmonary Tuberculosis in Iran: A Registry-Based Study (2011-2021).Journal of research in health sciences · 2024Article
- Adult vaccination in India: A rapid review of current status & implementation challenges.The Indian journal of medical research · 2024Review
- The Full Value of Vaccine Assessments Concept-Current Opportunities and Recommendations.Vaccines · 2024Article
- Possibilities and limits of modelling of long-range economic consequences of air pollution - A case study.Heliyon · 2024Article
- A Practical Guide to Full Value of Vaccine Assessments.Vaccines · 2024Article
- Mapping the existing body of knowledge on new and repurposed TB vaccine implementation: A scoping review.PLOS global public health · 2024Article
- Bridging the gap: evaluating high TB burden country data needs to support the potential introduction of TB vaccines for adolescents and adults: a workshop report.Frontiers in tuberculosis · 2024Article
- New tuberculosis vaccines in India: modelling the potential health and economic impacts of adolescent/adult vaccination with M72/AS01BMC medicine · 2023Article
- New tuberculosis vaccines in India: Modelling the potential health and economic impacts of adolescent/adult vaccination with M72/AS01medRxiv : the preprint server for health sciences · 2023Article
- The Macroeconomic Impact of Increasing Investments in Malaria Control in 26 High Malaria Burden Countries: An Application of the Updated EPIC Model.International journal of health policy and management · 2023Article
- Potential business model for a European vaccine R&D infrastructure and its estimated socio-economic impact.F1000Research · 2023Article
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Authors and funding
12 authors at 6 institutions in 7 countries.
Funding
Abstract
backgroundMost individuals developing tuberculosis (TB) are working age adults living in low- and middle-income countries (LMICs). The resulting disability and death impact economic productivity and burden health systems. New TB vaccine products may reduce this burden. In this study, we estimated the impact of introducing novel TB vaccines on gross domestic product (GDP) growth in 105 LMICs. METHODS AND
findingsWe adapted an existing macroeconomic model to simulate country-level GDP trends between 2020 and 2080, comparing scenarios for introduction of hypothetical infant and adolescent/adult vaccines to a no-new-vaccine counterfactual. We parameterized each scenario using estimates of TB-related mortality, morbidity, and healthcare spending from linked epidemiological and costing models. We assumed vaccines would be introduced between 2028 and 2047 and estimated incremental changes in GDP within each country from introduction to 2080, in 2020 US dollars. We tested the robustness of results to alternative analytic specifications. Both vaccine scenarios produced greater cumulative GDP in the modeled countries over the study period, equivalent to $1.6 (95% uncertainty interval: $0.8, 3.0) trillion for the adolescent/adult vaccine and $0.2 ($0.1, 0.4) trillion for the infant vaccine. These GDP gains were substantially lagged relative to the time of vaccine introduction, particularly for the infant vaccine. GDP gains resulting from vaccine introduction were concentrated in countries with higher current TB incidence and earlier vaccine introduction. Results were sensitive to secular trends in GDP growth but relatively robust to other analytic assumptions. Uncertain projections of GDP could alter these projections and affect the conclusions drawn by this analysis.
conclusionsUnder a range of assumptions, introducing novel TB vaccines would increase economic growth in LMICs.
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