Resources Repository
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Tutorial/PrimerPublication, Teaching Resource 2017Bayesian Methods for Calibrating Health Policy Models: A Tutorial
This article provides a tutorial on Bayesian approaches for model calibration. It describes the theoretical …
This article provides a tutorial on Bayesian approaches for model calibration. It describes the theoretical basis for Bayesian calibration approaches as well as pragmatic considerations that arise in the tasks of creating calibration targets, estimating the posterior distribution, and obtaining results to inform the policy decision. These considerations, as well as the specific steps for implementing the calibration, are described in the context of an extended worked example about the policy choice to provide (or…
Calibration/Validation | Health/Medicine | Infectious Diseases -
ArticlePublication 2017Using Data-Driven Agent-Based Models to Forecast Emerging Infectious Diseases
This paper describes an agent-based model framework developed to forecast the 2014-15 Ebola epidemic, which …
This paper describes an agent-based model framework developed to forecast the 2014-15 Ebola epidemic, which was subsequently used in the Ebola forecasting challenge. Producing timely and reliable forecasts for an epidemic of an emerging infectious disease is a challenge. Epidemiologists and policy makers have to deal with poor data quality, limited understanding of the disease dynamics, a rapidly changing social environment and the uncertainty around the effects of various interventions in place. In this setting,…
Calibration/Validation | Health/Medicine | Infectious Diseases | Microsimulation | Dynamic Simulation | Sub-Saharan Africa -
ArticlePublication 2017Designing an Optimal HIV Programme for South Africa
This 2017 study compares the traditional and a novel method of comparing cost-effectiveness interventions in …
This 2017 study compares the traditional and a novel method of comparing cost-effectiveness interventions in the context of HIV in South Africa, using a modeling approach. The authors argue that the assumptions of a) independence of interventions, and b) linear scale-up effects do not hold because South Africa has a large domestically funded HIV program with highly saturated coverage levels. The authors therefore aim to better allocate resources for HIV interventions in South Africa when…
Operations Research | Health/Medicine | Infectious Diseases | Priority Setting/Ethics | Mathematical Models | Cost-Effectiveness Analysis | Health Systems | Economics/Finance | Sub-Saharan Africa -
ArticlePublication 2017Likelihood Approach for Calibration of Stochastic Epidemic Models
Stochastic transmission dynamic models are especially useful for studying the early emergence of novel pathogens …
Stochastic transmission dynamic models are especially useful for studying the early emergence of novel pathogens given the importance of chance events when the number of infectious individuals is small. However, methods for parameter estimation and prediction for these types of stochastic models remain limited. This paper describes a calibration and prediction framework for stochastic compartmental transmission models of epidemics. The proposed method applies a linear noise approximation to describe the size of the fluctuations, and…
Calibration/Validation | Health/Medicine | Infectious Diseases | Dynamic Transmission | Dynamic Simulation | Health Systems | Global -
Resource PackPublication, Teaching Resource 2017Resource Pack: Disease Control Priorities
This resource pack, curated by the Center of Health Decision Science, showcases selected analyses produced …
This resource pack, curated by the Center of Health Decision Science, showcases selected analyses produced by the Disease Control Priorities 3 (DCP3) to inform program design and resource allocation at the global and country levels. Analyses focus on the effectiveness, cost, and cost-effectiveness of priority interventions. Learn more by visiting the DCP3 website.
Benefit-Cost Analysis | Health/Medicine | Infectious Diseases | Costing Methods | Evidence Synthesis | Cost-Effectiveness Analysis | Maternal/Reproductive Health | Child/Nutrition | Chronic Disease/Risk | Mental Health | Injuries/Accidents | Health Systems | Economics/Finance | Global | College | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Policy Translation | Quantitative Literacy -
OrganizationWeb Portal 2024American Public Health Association
The American Public Health Association (APHA), was founded in 1872 dedicated to improving the health …
The American Public Health Association (APHA), was founded in 1872 dedicated to improving the health of all U.S. residents. Two of the Association’s most important functions are advocacy for adoption by the government of the most current scientific advances relevant to public health, and public education on how to improve community health. Along with these efforts, they have also campaigned for developing well-organized health departments at both the federal and local levels. In 1966, APHA…
Technology Assessment | Health/Medicine | Infectious Diseases | Health Outcomes | Evidence Synthesis | Maternal/Reproductive Health | Child/Nutrition | Chronic Disease/Risk | Mental Health | Injuries/Accidents | Environmental Health | Health Systems | Policy/Regulation | Global | North America -
OrganizationWeb Portal 2024Global Health Cost Consortium
The Global Health Cost Consortium (GHCC) is a new three-year initiative funded by the Bill …
The Global Health Cost Consortium (GHCC) is a new three-year initiative funded by the Bill and Melinda Gates Foundation to provide decision-makers with improved resources to estimate the costs of HIV and tuberculosis (TB) programs. GHCC’s goal is to increase the efficiency and effectiveness of HIV and TB prevention and treatment, and drive greater value for money of investments to tackle HIV and TB in low and middle-income countries, by improving the availability, quality, timing, and…
Benefit-Cost Analysis | Health/Medicine | Infectious Diseases | Costing Methods | Evidence Synthesis | Cost-Effectiveness Analysis | Health Systems | Global -
OrganizationWeb Portal 2024PATH
PATH is an international nonprofit organization that has been translating ideas into health solutions for …
PATH is an international nonprofit organization that has been translating ideas into health solutions for 40 years, with a focus on child survival, maternal and reproductive health, and infectious diseases. PATH mobilizes partners around the world in order to take innovation to scale, working alongside countries primarily in Africa and Asia to tackle their greatest health needs. PATH takes a multidimensional approach to solving health challenges, with work spanning five platforms: Vaccines to give children a…
Technology Assessment | Health/Medicine | Infectious Diseases | Costing Methods | Health Outcomes | Cost-Effectiveness Analysis | Maternal/Reproductive Health | Child/Nutrition | Social Determinants | Health Systems | Global | Sub-Saharan Africa | Asia & Pacific -
DataWeb Portal 2024Healthcare Cost and Utilization Project (HCUP)
The Healthcare Cost and Utilization Project (HCUP) is the most comprehensive source of hospital data in …
The Healthcare Cost and Utilization Project (HCUP) is the most comprehensive source of hospital data in the United States, including information on in-patient care, ambulatory care, and emergency department visits. HCUP enables researchers, insurers, policymakers and others to study health care delivery and patient outcomes over time, and at the national, regional, State, and community levels. The Agency for Healthcare Research and Quality (AHRQ) provides a range of data resources in the form of online, searchable…
Technology Assessment | Health/Medicine | Infectious Diseases | Costing Methods | Health Outcomes | Evidence Synthesis | Test Performance | Cost-Effectiveness Analysis | Maternal/Reproductive Health | Child/Nutrition | Chronic Disease/Risk | Mental Health | Injuries/Accidents | Social Determinants | Health Systems | Policy/Regulation | Economics/Finance | Government/Law | Science/Technology | North America