Resources Repository
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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 | State-Transition | Mathematical Models | Health Systems | Clinical Care | Health/Medicine -
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 | Mathematical Models | Health/Medicine -
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…
Calibration/Validation | Microsimulation | Health Outcomes | Health/Medicine -
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…
Calibration/Validation | Mathematical Models | Chronic Disease/Risk | Social Determinants | 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…
Priority Setting/Ethics | Mathematical Models | Evidence Synthesis | Technology Assessment | Environmental Health | Health Systems | Policy/Regulation | Business/Industry | Climate/Environment | Economics/Finance | Energy/Engineering | Government/Law | Health/Medicine | North America -
ReviewPublication 2021Review of Web-Based Tools for Value-of-Information Analysis
Value-of-information analysis (VOI) is an analytic approach used to inform research priorities, guide clinical trial …
Value-of-information analysis (VOI) is an analytic approach used to inform research priorities, guide clinical trial design, and provide information for decisions about reimbursement. The authors review existing web-based tools to facilitate VOI calculations. These include Sheffield Accelerated Value of Information (SAVI), the web interface to the BCEA (Bayesian Cost-Effectiveness Analysis) R package (BCEAweb), Rapid Assessment of Need for Evidence (RANE), and Value of Information for Cardiovascular Trials and Other Comparative Research (VICTOR).
Priority Setting/Ethics | Decision Theory | Value of Information | Cost-Effectiveness Analysis | Economics/Finance | Health/Medicine -
ReviewPublication 2018Setting Health Sector Priorities: A Brief Overview of Ethiopia's Experience
Based on Ethiopia’s commitment to attain universal health coverage by 2035, the authors use the …
Based on Ethiopia’s commitment to attain universal health coverage by 2035, the authors use the current national strategies including the national essential health service package in Ethiopia as a springboard to explore the criteria and processes Ethiopia uses to set the existing national health sector priorities. Addition the authors highlight the critical need to strengthen country-led efforts and investments in human capital in developing country contexts.
Priority Setting/Ethics | Evidence Synthesis | Health Systems | Policy/Regulation | Health/Medicine | Sub-Saharan Africa -
ReviewPublication 2018Incorporating MCDA into HTA: A Focus on Lower Income Settings
The authors present key challenges, both methodological and practical against using multicriteria decision analysis (MCDA) …
The authors present key challenges, both methodological and practical against using multicriteria decision analysis (MCDA) in health technology assessment (HTA) as well as solutions to these challenges. They showcase lessons learned from previous applications of MCDS to HTA, including design, criteria of models, approaches for estimating costs and challenges with various approaches. By showing efforts that have succeeded in overcoming these challenges in lower and middle income-countries, they show how MCDA has the potential to…
Priority Setting/Ethics | Health Systems | Health/Medicine | Global -
ReviewPublication 2018Reflective Multicriteria for Healthcare Decision-Making? The EVIDEM Journey
The authors discuss a framework for mulicriteria decision making for healthcare decision making that was …
The authors discuss a framework for mulicriteria decision making for healthcare decision making that was created and used by the EVIDEM Collaboration between 2006 and 2017. This framework originally incorporated healthcare ethics, evidenced-based medicine, health economics, health technology assessment and multicriteria approaches to decision making. The authors present this modified 10th edition framework, which builds on these by enhancing the following 4 areas: universal healthcare, values and ethics, evidence-based interventions, and process transformation. The framework…
Priority Setting/Ethics | Health Systems | Health/Medicine | Global