Resources Repository
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ReviewPublication 2015Population Health: Behavioral and Social Science Insights
This book comprises 23 chapters focused on what the effects of various behavioral and social factors …
This book comprises 23 chapters focused on what the effects of various behavioral and social factors on longevity, disability and illness, and quality of life, primarily at the population level. Factors such as access to health care, educational attainment, nutrition, physical activity, use of tobacco products, and non-communicable diseases are considered, along with many other determinants of health and longevity. Of particular interest for health decision scientists are the following chapters: In Section 4: The Science…
Health/Medicine | Priority Setting/Ethics | Benefit-Cost Analysis | Cost-Effectiveness Analysis | Global | North America | Europe -
ReviewPublication 2015Decision-Analytic Modeling Studies of Multiple Myeloma
This review provides an overview of decision-analytic models evaluating different treatment strategies for multiple myeloma …
This review provides an overview of decision-analytic models evaluating different treatment strategies for multiple myeloma and is based on a systematic literature search to identify studies evaluating treatment strategies using mathematical decision-analytic models. Studies were included that assessed relevant clinical endpoints, and summarized methodological characteristics (e.g., modeling approaches, simulation techniques, health outcomes, perspectives). Eleven decision-analytic modeling studies met inclusion criteria. Five different modeling approaches were adopted: decision-tree modeling, Markov state-transition modeling, discrete event simulation, partitioned-survival analysis and…
Health/Medicine | Mathematical Models | State-Transition | Microsimulation | Dynamic Simulation | Chronic Disease/Risk -
ReviewPublication 2015Major Concepts of Health Care Economics
This article provides a short simple guide to major economic concepts, such as supply, demand, monopoly, …
This article provides a short simple guide to major economic concepts, such as supply, demand, monopoly, monopsony, adverse selection, and moral hazard. Concepts are applied to central features of U.S. health care to illuminate some of the principal problems of health policy - high cost and the uninsured - and explain why solutions are difficult to obtain.
Health/Medicine | Costing Methods | Benefit-Cost Analysis | Cost-Effectiveness Analysis | North America -
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…
Health/Medicine | Mathematical Models | State-Transition | Microsimulation | Dynamic Simulation | Energy/Engineering | Military/Defense | Science/Technology -
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,…
Health/Medicine | Mathematical Models | State-Transition | Microsimulation | Health Systems | Clinical Care -
ReviewPublication 2012Modeling Preventative Strategies Against HPV-Related Disease in Developed Countries
This review article is part of a special supplement on “Comprehensive Control of HPV Infections …
This review article is part of a special supplement on “Comprehensive Control of HPV Infections and Related Diseases.” At the time of its writing, prophylactic vaccination against human papillomavirus (HPV) in pre-adolescent females had been introduced in most developed countries, supported by modeled evaluations that had almost universally found vaccination of pre-adolescent females to be cost-effective. Vaccination of pre-adolescent males had been shown to be cost-effective at a cost per vaccinated individual of ~US$400-500 if…
Health/Medicine | Mathematical Models | Cost-Effectiveness Analysis | Chronic Disease/Risk | Social Determinants | Health Systems | Global -
ReviewPublication 2012From Efficacy to Equity: Literature Review
Resource allocation is a challenging issue faced by health policy decision makers requiring careful consideration …
Resource allocation is a challenging issue faced by health policy decision makers requiring careful consideration of many factors. The aim of this study was to analyse the peer-reviewed literature to identify criteria reported in empirical studies that involved healthcare decisionmakers and in studies describing multicriteria tools.
Health/Medicine | Priority Setting/Ethics | Social Determinants -
ReviewPublication 2011Dynamic Microsimulation Models for Health Outcomes: A Review
This review article presents an overview of microsimulation modeling, focusing on the development and application …
This review article presents an overview of microsimulation modeling, focusing on the development and application of these models for health policy questions. Microsimulation models for health outcomes simulate individual event histories associated with key components of a disease process; these simulated life histories can be aggregated to estimate population-level effects of treatment on disease outcomes and the comparative effectiveness of treatments. The authors argue that methodological improvements in modeling approaches have been slowed by the…
Health/Medicine | Health Outcomes | Microsimulation | Calibration/Validation -
ReviewPublication 2010Validation of Population-Based Disease Simulation Models: A Review
This article develops a framework for validating population-based chronic disease simulation models, and reviews the …
This article develops a framework for validating population-based chronic disease simulation models, and reviews the principles and methods for such models. While computer simulation models are used increasingly to support public health research and policy, questions about their quality persist. Based on the review, the authors formulated a set of recommendations for gathering evidence of model credibility. They find that evidence of model credibility derives from examining: 1) the process of model development, 2) the…
Health/Medicine | Mathematical Models | Calibration/Validation | Chronic Disease/Risk | Social Determinants