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…
Priority Setting/Ethics | Health/Medicine | Infectious Diseases | Mathematical Models | Cost-Effectiveness Analysis | Operations Research | 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: CEA Herpes Zoster Vaccine
This resource pack on the cost-effectiveness of herpes zoster vaccination was curated to support Dr. …
This resource pack on the cost-effectiveness of herpes zoster vaccination was curated to support Dr. Lisa Prosser's seminar on November 9, 2017 at the Center for Health Decision Science. Dr. Prosser discussed an economic evaluation of vaccination against herpes zoster. Herpes zoster—more commonly known as shingles—presents a major burden for older Americans but, until recently, the only available vaccine (Zoster Vaccine Live, ZVL) was relatively ineffective past 10 years. A recently approved vaccine–herpes zoster subunit…
Health/Medicine | Infectious Diseases | Preferences/Values | Costing Methods | Health Outcomes | Mathematical Models | Cost-Effectiveness Analysis | Clinical Care | Culture/Society | Science/Technology | North America | Europe -
Resource PortalPublication, Teaching Resource 2017Immunization Financing: A Resource Guide
This resource guide compiles 26 briefs on topics related to the cost and financing of …
This resource guide compiles 26 briefs on topics related to the cost and financing of national immunization programs in low- and middle-income countries. The guide provides information and analysis to help advocates, policymakers, and program managers assess different financing options, approaches to strategic purchasing, and strategies for policy change, incorporating recent country experience in these areas. The guide is an update to the Immunization Financing Toolkit: A Resource for Policy-Makers and Program Managers, published by…
Priority Setting/Ethics | Health/Medicine | Infectious Diseases | Costing Methods | Health Systems | Global Governance | Economics/Finance | Science/Technology | Sub-Saharan Africa | Middle East & North Africa | Latin America & Caribbean | Asia & Pacific | College | Graduate | Doctoral | Professional | Decision Making/Leadership | Policy Translation | Quantitative Literacy -
Resource PortalWeb Portal, Teaching Resource 2024MIDAS
MIDAS is a collaborative network of research scientists who use computational, statistical and mathematical models …
MIDAS is a collaborative network of research scientists who use computational, statistical and mathematical models to understand infectious disease dynamics and thereby assist the nation to prepare for, detect and respond to infectious disease threats. Midas focuses on research topics such as: Dynamics of emergence and spread of pathogens; Identification and surveillance of infectious diseases; Effectiveness and consequences of intervention strategies; Host/pathogen interactions; Ecological, climatic, economic and evolutionary dimensions of infectious diseases; The roles of behavior and behavioral adaptation in…
Calibration/Validation | Health/Medicine | Infectious Diseases | Mathematical Models | Dynamic Transmission | Dynamic Simulation | Risk Analysis | Cost-Effectiveness Analysis | Technology Assessment | Health Systems | Policy/Regulation | Climate/Environment | Science/Technology | Global | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Conceptual Mapping | Quantitative Literacy -
ArticlePublication 2016Rotavirus Vaccines Contribute Towards UHC in A Mixed Public–Private Healthcare System
This extended cost-effectiveness analysis (ECEA) evaluates the non-health benefits of rotavirus vaccination in Malaysia from …
This extended cost-effectiveness analysis (ECEA) evaluates the non-health benefits of rotavirus vaccination in Malaysia from the household’s perspective. The authors found that rotavirus vaccination reduces rotavirus episodes and expenditure substantially and provides financial risk protection to all income groups. Although the rich are paying more out of pocket than the poor by utilizing more expensive healthcare, the poor are paying more in proportion to household income. Poverty reduction benefits are concentrated amongst the poorest two…
Priority Setting/Ethics | Health/Medicine | Infectious Diseases | Costing Methods | Cost-Effectiveness Analysis | Child/Nutrition | Social Determinants | Health Systems | Economics/Finance | Science/Technology | Asia & Pacific -
ArticlePublication 2016Challenges of Prioritization
Cost-effectiveness analysis has traditionally been applied primarily to very specific interventions, such as drugs and …
Cost-effectiveness analysis has traditionally been applied primarily to very specific interventions, such as drugs and diagnostics; in addition, the evidence base drawn on for evaluating such interventions is relatively good, given the medical research industry surrounding their testing. However, with increasing success in controlling infectious diseases, many of the health challenges facing countries concern broad threats to health with multiple causes, such as obesity, where the relationship between policy action and health benefit is not…
Priority Setting/Ethics | Health/Medicine | Infectious Diseases | Benefit-Cost Analysis | Cost-Effectiveness Analysis | Chronic Disease/Risk | Mental Health | Health Systems | Economics/Finance | Global