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 | Microsimulation | Dynamic Simulation | Infectious Diseases | Sub-Saharan Africa -
ReviewPublication 2017Validation and Calibration of Structural Models that Combine Information from Multiple Sources
This is a review of calibration and validation methods in mathematical modeling. Such models that …
This is a review of calibration and validation methods in mathematical modeling. Such models that attempt to capture structural relationships between their components and combine information from multiple sources are increasingly used in medicine. The authors provide an overview of methods for model validation and calibration and survey studies comparing alternative approaches. Model validation entails a confrontation of models with data, background knowledge, and other models, and can inform judgments about model credibility. Calibration involves…
Calibration/Validation | Health/Medicine | Mathematical Models -
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 | Dynamic Transmission | Dynamic Simulation | Infectious Diseases | Health Systems | Global -
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 | Health Outcomes | Evidence Synthesis | Infectious Diseases | Maternal/Reproductive Health | Child/Nutrition | Chronic Disease/Risk | Mental Health | Injuries/Accidents | Environmental Health | Health Systems | Policy/Regulation | Global | North America -
Teaching PackWeb Portal, Teaching Resource 2018Teaching Pack: Teaching Prototypes for Decision Analysis
These videos, developed by Professor Myriam Hunink during an immersion residency at the Center for …
These videos, developed by Professor Myriam Hunink during an immersion residency at the Center for Health Decision Science (CHDS) Media Hub, reflect experiments to augment brick and mortar teaching with multimedia materials that emphasize visualization of basic concepts. The first video introduces decision making under uncertainty, and illustrates the use of probability and odds to quantitatively express uncertainty. The second and third videos introduce probability revision visually and analytically, showing how an initial probability is…
Probability/Bayes | Health/Medicine | Test Performance | Value of Information | Chronic Disease/Risk | Health Systems | North America | Europe | High School | College | Graduate | Doctoral | Critical Thinking/Analysis | Graphics/Visualization | Quantitative Literacy -
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 | Costing Methods | Health Outcomes | Cost-Effectiveness Analysis | Infectious Diseases | Maternal/Reproductive Health | Child/Nutrition | Social Determinants | Health Systems | Global | Sub-Saharan Africa | Asia & Pacific -
OrganizationWeb Portal 2024HTAi
Health Technology Assessment international (HTAi) is a global scientific and professional society for all those …
Health Technology Assessment international (HTAi) is a global scientific and professional society for all those who produce, use, or encounter HTA. Their mission is to promote the development, communication, understanding and use of HTA around the world as a scientifically-based and multidisciplinary means of informing decision making on the use of effective technologies and the efficient use of resources in health care. HTAi has members from over 65 countries and embraces all stakeholders, including researchers,…
Technology Assessment | Health/Medicine | Global -
DataWeb Portal 2024CEA Registry
The CEA Registry is a comprehensive database containing detailed information on more than 14,500 standardized …
The CEA Registry is a comprehensive database containing detailed information on more than 14,500 standardized cost-effectiveness ratios and more than 21,900 utility weights published in over 5,600 peer-reviewed cost-utility analyses. It details studies published from 1976 through 2016 and is regularly updated. These studies estimate health benefits, in terms of quality-adjusted life-years (QALYs), and incremental costs for a wide range of health and medical interventions. Open access is provided for basic search functions against the…
Technology Assessment | Health/Medicine | Health Outcomes | Cost-Effectiveness Analysis | Infectious Diseases | Maternal/Reproductive Health | Child/Nutrition | Chronic Disease/Risk | Mental Health | Injuries/Accidents | Health Systems | Global