Resources Repository
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ReportPublication 2013Decision and Simulation Modeling Alongside Systematic Reviews
This chapter is part of a report entitled, Decision and Simulation Modeling in Systematic Reviews, that seeks …
This chapter is part of a report entitled, Decision and Simulation Modeling in Systematic Reviews, that seeks to provide guidance for determining when incorporating a decision-analytic model alongside a systemic review would be of added value for decision making purposes. The chapter discusses the role of decision analysis and decision-analytic models in health care, specifically within the context of the current emphasis on evidence-based medicine and the proliferation of systematic reviews. It describes the types of model available…
Evidence Synthesis | Dynamic Simulation | Microsimulation | Dynamic Transmission | State-Transition | Clinical Care | Health Systems | Health/Medicine -
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 | State-Transition | Policy/Regulation | Decision Analysis | Chronic Disease/Risk | Environmental Health | Health Systems | Business/Industry | Climate/Environment | Government/Law | Health/Medicine | North America -
ReviewPublication 2017Use of Mathematical Models of Chlamydia Transmission to Address Public Health Policy Questions
This review provides an overview of chlamydia transmission models and offers perspective on how mathematical …
This review provides an overview of chlamydia transmission models and offers perspective on how mathematical modeling has responded over time to additional empirical evidence in order to address policy questions related to prevention of chlamydia infection. The authors reviewed published chlamydia models to understand the range of approaches used for policy analyses and how the studies have responded to developments in the field. The authors identified 47 publications reporting on 29 mathematical models through a…
Mathematical Models | Dynamic Transmission | State-Transition | Clinical Care | Infectious Diseases | Health/Medicine | North America -
ReviewPublication 2014Markov Modeling & Discrete Event Simulation in Health Care: Systematic Comparison
This review assesses whether the use of Markov modeling (MM) or discrete event simulation (DES) …
This review assesses whether the use of Markov modeling (MM) or discrete event simulation (DES) for cost-effectiveness analysis (CEA) may alter healthcare resource allocation decisions. A systematic literature search and review of empirical and non-empirical studies comparing MM and DES techniques used in the CEA of healthcare technologies was conducted. The primary advantages described for DES over MM were the ability to model queuing for limited resources, capture individual patient histories, accommodate complexity and uncertainty,…
Microsimulation | Mathematical Models | State-Transition | Clinical Care | Health Systems | Health/Medicine -
ReportPublication 2018Understanding the Economics of Microbial Threats: Proceedings of a Workshop
This report follows a June 2018, Forum on Microbial Threats that was held at the …
This report follows a June 2018, Forum on Microbial Threats that was held at the National Academies of Sciences, Engineering, and Medicine. This was a 1.5-day public workshop with the goal being an assessment of the current understanding of the interaction of infectious disease threats and economic activity in order to suggest future areas of research. This workshop built on prior work of the Forum and aimed to build more mutual understanding between those in…
Evidence Synthesis | Policy/Regulation | Clinical Care | Health Outcomes | Technology Assessment | Infectious Diseases | Global Governance | Business/Industry | Economics/Finance | Health/Medicine | Global -
GuidelinesPublication 2016Decision Models in Clinical Preventive Services Recommendations
The U.S. Preventive Services Task Force (USPSTF) develops evidence-based recommendations about preventive care based on …
The U.S. Preventive Services Task Force (USPSTF) develops evidence-based recommendations about preventive care based on comprehensive systematic reviews of the best available evidence. Decision models provide a complementary, quantitative approach to support the USPSTF as it deliberates about the evidence and develops recommendations for clinical and policy use. This article describes the rationale for using modeling, an approach to selecting topics for modeling, and how modeling may inform recommendations about clinical preventive services.
Evidence Synthesis | Mathematical Models | Policy/Regulation | Health Outcomes | Decision Analysis | Health Systems | Health/Medicine | North America -
ReviewPublication 2016Cochrane Review: Strategies to Improve the Implementation of Obesity Prevention
Despite the existence of effective interventions and best-practice guideline recommendations for childcare services to implement …
Despite the existence of effective interventions and best-practice guideline recommendations for childcare services to implement policies, practices, and programs to promote child healthy eating, physical activity, and prevent unhealthy weight gain, many services fail to do so. The primary aim of the review was to examine the effectiveness of strategies aimed to improve the implementation of policies, practices, or programs by childcare services that promote child healthy eating, physical activity, and/or obesity prevention. The secondary…
Evidence Synthesis | Policy/Regulation | Clinical Care | Child/Nutrition | Chronic Disease/Risk | Health Systems | Culture/Society | Education/Labor | Health/Medicine | Global -
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…
Mathematical Models | Calibration/Validation | Clinical Care | Cost-Effectiveness Analysis | Infectious Diseases | Chronic Disease/Risk | Health Systems | Health/Medicine | Science/Technology | Global -
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…
Evidence Synthesis | Mathematical Models | Policy/Regulation | Priority Setting/Ethics | Technology Assessment | Environmental Health | Health Systems | Business/Industry | Climate/Environment | Economics/Finance | Energy/Engineering | Government/Law | Health/Medicine | North America