- probability/bayes
- costing methods
- mathematical models
- state-transition
- dynamic transmission
- microsimulation
- calibration/validation
- dynamic simulation
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- decision analysis
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- benefit-cost analysis
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Resources Repository
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ArticlePublication 2007Modeling HPV and Cervical Cancer in the U.S. for Analyses of Screening and Vaccination
This paper discusses a model of human papillomavirus (HPV) and cervical cancer that incorporates uncertainty …
This paper discusses a model of human papillomavirus (HPV) and cervical cancer that incorporates uncertainty about the natural history of disease that was used to provide quantitative insight into U.S. policy choices for cervical cancer prevention. The authors developed a stochastic microsimulation of cervical cancer that distinguishes different HPV types by their incidence, clearance, persistence, and progression. For each set of sampled input parameters, likelihood-based goodness-of-fit (GOF) scores were computed based on comparisons between model-predicted…
Microsimulation | Calibration/Validation | Science/Technology | Infectious Diseases | Chronic Disease/Risk | Clinical Care | Health/Medicine | North America -
ArticlePublication 2022Economic Value of Clinical Artificial Intelligence
Artificial intelligence (AI) is increasingly used in clinical applications. Nevertheless, its flexibility and difficulties around …
Artificial intelligence (AI) is increasingly used in clinical applications. Nevertheless, its flexibility and difficulties around collecting data on its clinical impacts make value assessment challenging. This article uses a value framework as the basis for assessing how AI may create value depending on how it is used. Authors also provide advice to health economists seeking to model AI’s clinical impacts. There are multiple ways that AI challenges traditional health technology assessment methodology. Authors highlight several…
Technology Assessment | Science/Technology | Value of Information | Economics/Finance | Global -
ArticlePublication 2020Interpreting COVID-19 Test Results: A Bayesian Approach
This article considers the following question with respect to interpreting the results of polymerase chain reaction …
This article considers the following question with respect to interpreting the results of polymerase chain reaction (PCR) assays from nasal and pharyngeal swabs for COVID-19 to inform clinical decision making: "While a positive result in an acutely ill patient is straightforward, how should physicians interpret negative tests in patients with suspected COVID-19 infection?" Using an assumption of near-perfect specificity of PCR assays for COVID-19, the authors acknowledge the uncertainty of test sensitivity. They consider two clinical scenarios…
Probability/Bayes | Science/Technology | Test Performance | Infectious Diseases | Health/Medicine | Global -
ArticlePublication 2017Household Energy Interventions in Haryana, India: An Extended CEA
In this paper, the authors examine the use of solid fuels as a primary energy …
In this paper, the authors examine the use of solid fuels as a primary energy source for cooking in India, which contributes to high rates of infant and child mortality as well as other diseases caused by household air pollution (HAP). To achieve the widespread adoption of one of three interventions – a mud chimney stove, a blower stove, and LPG use—the government needs to offer subsidies to households using solid fuels. While the reduction…
Cost-Effectiveness Analysis | Science/Technology | Priority Setting/Ethics | Chronic Disease/Risk | Social Determinants | Environmental Health | Policy/Regulation | Climate/Environment | Economics/Finance | Energy/Engineering | Asia & Pacific -
ArticlePublication 2016Accounting for Technical, Ethical, and Political Factors in Priority Setting
This article investigates two cases of priority setting to explore how, in addition to technical …
This article investigates two cases of priority setting to explore how, in addition to technical considerations, ethical and political factors shape the allocation of health resources. First, they discuss how Thai authorities adjudicated a coverage decision for HLA-B*1502 screening, which meets the national cost-effectiveness threshold for only some of the conditions it can detect. Second, they consider England’s Cancer Drugs Fund to investigate the interplay of technical decision making and political reality. The findings suggest four concluding…
Cost-Effectiveness Analysis | Science/Technology | Priority Setting/Ethics | Chronic Disease/Risk | Health Systems | Policy/Regulation | Climate/Environment | Government/Law | Health/Medicine | Global | Europe -
ReviewPublication 2013Valuing the Economic Benefits of Complex Interventions
This is a review of economic evaluations of complex health interventions. Complex interventions, involving interlinked …
This is a review of economic evaluations of complex health interventions. Complex interventions, involving interlinked packages of care, challenge the application of current methods of economic evaluation that focus on measuring only health gain. The authors find that complex interventions may be problematic on two levels. First, the complexity means the intervention may not fit into one of the current appraisal systems, and/or second, maximizing health is not the only objective. This paper discusses the…
Decision Analysis | Science/Technology | Preferences/Values | Health Systems | Policy/Regulation | Economics/Finance | Government/Law | Health/Medicine | Europe -
ReviewPublication 2006Ethical Issues in Resource Allocation, Research, and New Product Development
Ethical dilemmas arising in setting priorities among interventions and among individuals in need of care …
Ethical dilemmas arising in setting priorities among interventions and among individuals in need of care are most acute when needs are great and resources few. This chapter from the Disease Control Priorities in Developing Countries 2nd edition addresses some of these concerns, identifying some of the principal ethical issues that arise in the development and allocation of effective interventions for developing countries and discussing some alternative resolutions. Resource allocation in health and elsewhere should satisfy two main…
Cost-Effectiveness Analysis | Science/Technology | Preferences/Values | Priority Setting/Ethics | Culture/Society | Government/Law | Health/Medicine -
ReviewPublication 1982Decision Analysis: An Overview
This article, written for the non-decision analyst, describes what decision analysis is, what it can …
This article, written for the non-decision analyst, describes what decision analysis is, what it can and cannot do, why one should care to do this, and how one does it. Keeney describes decision analysis as "a formalization of common sense for decision problems which are too complex for informal use of common sense." He provides a more technical definition also, describing decision analysis as "a philosophy, articulated by a set of logical axioms, and a methodology…
Decision Analysis | Science/Technology | Decision Theory | Preferences/Values | Policy/Regulation | Business/Industry | Economics/Finance | Energy/Engineering | Government/Law | Health/Medicine | Military/Defense