Resources Repository
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Lesson/ModuleWeb Portal, Teaching Resource 2014Maths and Our Health
This learning module provides teaching packs to explore biomedical real-world applications of probability and statistics …
This learning module provides teaching packs to explore biomedical real-world applications of probability and statistics in decision-making. Each pack provides videos and supplemental materials, including presentations, worksheets, and games. Topics include: “Eating Bacon Sandwiches is Bad for You!” Evaluating Risk Epidemics: Modelling with Mathematics Life Saving Maths: How Does Vaccination Work? The Economics of Health: How Do We Decide? The Test is Positive: But What Are the Odds It’s Wrong?
Decision Analysis | Global | Chronic Disease/Risk | Infectious Diseases | Decision Theory | Test Performance | Mathematical Models | Child/Nutrition | Economics/Finance | Health/Medicine | Science/Technology | Middle School | High School | Critical Thinking/Analysis | Decision Making/Leadership | Quantitative Literacy -
ArticlePublication 2013Estimated Mortality Impact of Vaccinations 2011–2020 in 73 GAVI Alliance Countries
From August to December 2011, a multidisciplinary group with expertise in mathematical modeling was constituted …
From August to December 2011, a multidisciplinary group with expertise in mathematical modeling was constituted by the GAVI Alliance and the Bill & Melinda Gates Foundation to estimate the impact of vaccination in 73 countries supported by the GAVI Alliance. The number of deaths averted in persons projected to be vaccinated during 2011–2020 was estimated for ten antigens: hepatitis B, yellow fever, Haemophilus influenzae type B (Hib), Streptococcus pneumoniae, rotavirus, Neisseria meningitidis serogroup A, Japanese…
Microsimulation | Health Outcomes | Latin America & Caribbean | Infectious Diseases | Mathematical Models | State-Transition | Dynamic Transmission | Global Governance | Economics/Finance | Health/Medicine | Science/Technology | Sub-Saharan Africa | Middle East & North Africa | Asia & Pacific -
GuidelinesPublication 2013Economic Analyses to Support Decisions about HPV Vaccination in Low- and Middle-Income Countries: Consensus Report and Guide
Low- and middle-income countries need to consider economic issues such as cost-effectiveness, affordability and sustainability …
Low- and middle-income countries need to consider economic issues such as cost-effectiveness, affordability and sustainability before introducing a program for human papillomavirus (HPV) vaccination. However, many such countries lack the technical capacity and data to conduct their own analyses. This report describes the consensus of an expert group convened by the World Health Organization, prioritizing key issues to be addressed when considering economic analyses to support HPV vaccine introduction in these countries. The expert group…
Health Outcomes | Latin America & Caribbean | Chronic Disease/Risk | Infectious Diseases | Costing Methods | Cost-Effectiveness Analysis | Health Systems | Economics/Finance | Health/Medicine | Science/Technology | Sub-Saharan Africa | Middle East & North Africa | Asia & Pacific -
GuidelinesPublication 2011HPV Vaccine Introduction in LMIC's: Guidance on the Use of Cost-Effectiveness Models
This article is a literature review of HPV vaccination models suitable for low-income and middle-income …
This article is a literature review of HPV vaccination models suitable for low-income and middle-income country use to provide information about the feasibility of using such models in a developing country setting. The authors evaluated models in terms of their capacity, requirements, limitations and comparability. Their literature review identified six HPV vaccination models suitable for low-income and middle-income country use and representative of the literature in terms of provenance and model structure. Each model was…
Calibration/Validation | Global | Chronic Disease/Risk | Infectious Diseases | Mathematical Models | Cost-Effectiveness Analysis | Health Systems | Clinical Care | Health/Medicine | Science/Technology -
ReviewPublication 2006Public Health Policy for Cervical Cancer Prevention: Decision Science, Economic Evaluation, & Mathematical Modeling
Several factors are changing the landscape of cervical cancer control, including a better understanding of …
Several factors are changing the landscape of cervical cancer control, including a better understanding of the natural history of human papillomavirus (HPV), reliable assays for detecting high-risk HPV infections, and a soon to be available HPV-16/18 vaccine. There are important differences in the relevant policy questions for different settings. By synthesizing and integrating the best available data, the use of modeling in a decision analytic framework can identify those factors most likely to influence outcomes,…
Decision Analysis | Global | Chronic Disease/Risk | Infectious Diseases | Mathematical Models | Cost-Effectiveness Analysis | Economics/Finance | Health/Medicine | Science/Technology -
ArticlePublication 2023Single-Arm Trial Design Estimates Efficacy
Studies to confirm the efficacy of a single HPV vaccine dose, of vaccine durability, and …
Studies to confirm the efficacy of a single HPV vaccine dose, of vaccine durability, and of vaccination modifications are needed, but randomized controlled trials are costly and face logistical and ethical challenges. In this study, the authors demonstrate proof-of-principle that a single-arm design yields valid estimates with similar precision to a randomized controlled trial.
Health Outcomes | Global | Infectious Diseases | Maternal/Reproductive Health | Policy/Regulation | Health/Medicine -
ArticlePublication 2021COVID-19 Mortality and Self-Imposed Behavior Change/Government Regulations
Countries have adopted different approaches, at different times, to reduce the transmission of COVID-19. Cross-country …
Countries have adopted different approaches, at different times, to reduce the transmission of COVID-19. Cross-country comparison could indicate the relative efficacy of these approaches. This article assesses various nonpharmaceutical interventions, comparing the effects of voluntary behavior change and of changes enforced via official regulations, by examining their impacts on subsequent death rates. Voluntarily reduced mobility, occurring prior to government policies, decreases the percent change in deaths per day by 9.2% (95% confidence interval [CI] 4.5–14.0).…
Health Outcomes | Global | Infectious Diseases | Policy/Regulation -
ArticlePublication 2022COVID-19 Response: The Need for Economic Evaluation
COVID-19-related policies are fraught with trade-offs. Many of these trade-offs involve dimensions that can be …
COVID-19-related policies are fraught with trade-offs. Many of these trade-offs involve dimensions that can be quantitatively weighed using economic evaluation, such as those between health and cost outcomes. Other types of dimensions, such as those involving equity or autonomy, can be harder to quantify but should be considered in a comprehensive health policy decision-making context nonetheless. The authors of this New England Journal of Medicine Perspectives article outline how methods of economic evaluation and decision…
Benefit-Cost Analysis | Global | Infectious Diseases | Priority Setting/Ethics | Cost-Effectiveness Analysis | Policy/Regulation | Economics/Finance | Health/Medicine | North America -
ArticlePublication 2022Spatial-Mechanistic Model to Estimate Sub-National Tuberculosis Burden in Brazilian Municipalities
Reliable subnational estimates of TB incidence are needed to focus disease control resources in areas …
Reliable subnational estimates of TB incidence are needed to focus disease control resources in areas of highest need. This study developed an approach for generating small area estimates of TB incidence, and the fraction of individuals missed by routine case detection, based on available notification and mortality data. The approach is demonstrated by estimating TB outcomes for 5568 municipalities in Brazil, revealing substantial subnational differences in disease burden and other metrics useful for designing high-impact…
Health Outcomes | Latin America & Caribbean | Infectious Diseases | Mathematical Models | Health/Medicine