- models and tools
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Resources Repository
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ReportPublication 2016Modeling to Inform Strategies to Improve Population Health
This workshop report summarizes a workshop convened by the Institute of Medicine to explore the potential …
This workshop report summarizes a workshop convened by the Institute of Medicine to explore the potential uses of simulation and other types of modeling for improving health. Participants worked to identify how modeling could inform population health decision making (selecting and refining potential strategies, ranging from interventions to investments) based on lessons learned from models that have been, or have not been, used successfully, opportunities and barriers to incorporating models into decision making, and data needs and…
Dynamic Simulation | Microsimulation | Mathematical Models | Decision Analysis | State-Transition | Government/Law | Business/Industry | Chronic Disease/Risk | Environmental Health | Health Systems | Policy/Regulation | Climate/Environment | Health/Medicine | North America -
ReviewPublication 2016Decision Support for Infectious Disease Control
This report from RAND reviews decision-support tools, including models and nonmodeling approaches, that are relevant to …
This report from RAND reviews decision-support tools, including models and nonmodeling approaches, that are relevant to infectious disease prevention, detection, and response and aligns these tools with real-world policy questions that the tools can help address. This overview is designed to help modelers and other technical experts understand the questions that policymakers will raise and the decisions they must make. The report also presents policymakers with the capabilities and limitations of the different tools that may…
Dynamic Simulation | Microsimulation | Mathematical Models | State-Transition | Military/Defense | Government/Law | Dynamic Transmission | Infectious Diseases | Global Governance | Health/Medicine | Global -
ReviewPublication 2015Agent-Based Models and Microsimulation
This article reviews the principles and applications of agent-based models (ABMs). ABMs are computational models …
This article reviews the principles and applications of agent-based models (ABMs). ABMs are computational models used to simulate the actions and interactions of “agents” within a system. Usually, each agent has a set of rules for how he or she responds to the environment and to other agents. These models are used to gain insight into the emergent behavior of complex systems with many agents, in which the emergent behavior depends upon the micro-level behavior…
Dynamic Simulation | Microsimulation | Mathematical Models | State-Transition | Military/Defense | Science/Technology | Energy/Engineering | Health/Medicine -
ReportPublication 2015Opioid Dependence: Final Report
This report from the Institute for Clinical and Economic Review (ICER) examines the comparative effectiveness and value …
This report from the Institute for Clinical and Economic Review (ICER) examines the comparative effectiveness and value of interventions for the management of opioid dependence. The goals of the report are to document the federal and New England state regulations affecting treatment options, provide an overview of existing clinical guidelines and payer coverage policies, and summarize the evidence on the different management approaches for opioid dependence, including special considerations for adolescents. An appendix is provided by ICER.…
Technology Assessment | Cost-Effectiveness Analysis | Government/Law | Business/Industry | Science/Technology | Preferences/Values | Health Outcomes | Evidence Synthesis | Chronic Disease/Risk | Mental Health | Health Systems | Policy/Regulation | Health/Medicine | North America -
ReviewPublication 2008Cost-Effectiveness of Vaccination: Review of Modelling Approaches
This review examines the modelling approaches used in cost-effectiveness analyses (CEAs) of vaccination programs. After …
This review examines the modelling approaches used in cost-effectiveness analyses (CEAs) of vaccination programs. After overviewing the key attributes of models used in CEAs, a framework for categorizing theoretical models is presented. Categories are based on three main attributes: static/dynamic; stochastic/deterministic; and aggregate/individual based.
Dynamic Simulation | Microsimulation | Mathematical Models | Cost-Effectiveness Analysis | State-Transition | Science/Technology | Dynamic Transmission | Infectious Diseases | Health/Medicine | Global -
ReportPublication 2017DCP3: Improving Health and Reducing Poverty
This report from the World Bank is the ninth and final volume of the Disease …
This report from the World Bank is the ninth and final volume of the Disease Control Priorities, Third Edition (DCP3) series. It provides an overview of the findings and methods explored in the first eight volumes, placing them within a framework that identifies an efficient pathway toward essential universal health coverage through the implementation of 21 essential packages that include health interventions and fiscal and intersectoral policies. The Disease Control Priorities Network (DCP) promotes and…
Benefit-Cost Analysis | Cost-Effectiveness Analysis | Government/Law | Science/Technology | Costing Methods | Health Outcomes | Evidence Synthesis | Infectious Diseases | Maternal/Reproductive Health | Child/Nutrition | Chronic Disease/Risk | Mental Health | Injuries/Accidents | Social Determinants | Health Systems | Policy/Regulation | Global Governance | Economics/Finance | Health/Medicine | Global -
ReviewPublication 2016Remembering Howard Raiffa
Howard Raiffa (1924-2016) had a profound influence on all aspects of the decision sciences and on …
Howard Raiffa (1924-2016) had a profound influence on all aspects of the decision sciences and on the fields of systems analysis and operations research. He guided the introduction of the decision sciences into numerous fields such as business, medicine, public health, the environmental sciences, and law, and was instrumental in building world-recognized institutions such as the Kennedy School at Harvard and the International Institute for Applied Systems Analysis near Vienna, Austria. This article is a thoughtful tribute by…
Operations Research | Decision Analysis | Military/Defense | Business/Industry | Decision Theory | Preferences/Values | Economics/Finance | Health/Medicine | North America -
ReviewPublication 2008Modeling Cervical Cancer Prevention in Developed Countries
Decision-analytic models are increasingly developed to simulate disease burden and interventions in different settings in …
Decision-analytic models are increasingly developed to simulate disease burden and interventions in different settings in order to evaluate the benefits and cost-effectiveness of primary and secondary interventions. This article is a review of mathematical models that have been used to evaluate HPV vaccination in the context of developed countries with existing screening programs. Despite variations in model assumptions and uncertainty in existing data, pre-adolescent vaccination of females in the setting of current screening practices has…
Microsimulation | Mathematical Models | Calibration/Validation | State-Transition | Science/Technology | Dynamic Transmission | Infectious Diseases | Chronic Disease/Risk | Health/Medicine -
ReviewPublication 2001Modeling for Health Care and Other Policy Decisions: Uses, Roles and Validity
This is a review article of the role of modeling approaches to guide decision making …
This is a review article of the role of modeling approaches to guide decision making in health care and other domains. The role of models to support recommendations on the cost-effective use of medical technologies and pharmaceuticals is controversial. At the heart of the controversy is the degree to which experimental or other empirical evidence should be required prior to model use. The authors argue that the controversy stems in part from a misconception that…
Mathematical Models | Technology Assessment | Government/Law | Business/Industry | Priority Setting/Ethics | Evidence Synthesis | Environmental Health | Health Systems | Policy/Regulation | Climate/Environment | Economics/Finance | Energy/Engineering | Health/Medicine | North America