Resources Repository
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OrganizationWeb Portal 2024One Health Trust
One Health Trust, formally the Center for Disease Dynamics, Economics & Policy (CDDEP), was founded …
One Health Trust, formally the Center for Disease Dynamics, Economics & Policy (CDDEP), was founded with the objective of using research to support better decision-making in health policy. One Health Trust researchers employ a range of expertise—including economics, epidemiology, disease modeling, risk analysis, and statistics—to conduct actionable, policy-oriented research on malaria, antibiotic resistance, disease control priorities, environmental health, alcohol and tobacco, and other global health priorities. One Health Trust projects are global in scope, spanning…
Mathematical Models | Social Determinants | Chronic Disease/Risk | Infectious Diseases | Costing Methods | Health Outcomes | Cost-Effectiveness Analysis | Technology Assessment | Environmental Health | Policy/Regulation | Climate/Environment | Economics/Finance | Health/Medicine | Global | Sub-Saharan Africa | Asia & Pacific -
Resource PackPublication, Teaching Resource 2017Resource Pack: U.S. Opioid Epidemic
Opioid misuse and addiction in the United States is an ongoing and rapidly evolving public …
Opioid misuse and addiction in the United States is an ongoing and rapidly evolving public health crisis, requiring an urgent coordinated response and innovative scientific solutions. This resource pack was curated for educators and students interested in how decision analytic methods and tools can be applied to the problem of opioid addiction.
Mathematical Models | Social Determinants | Chronic Disease/Risk | Mental Health | Preferences/Values | Evidence Synthesis | Decision Analysis | Cost-Effectiveness Analysis | Health Systems | Policy/Regulation | Economics/Finance | Government/Law | Health/Medicine | North America | College | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Decision Making/Leadership | Policy Translation -
ArticlePublication 2019Projected U.S. State-Level Prevalence of Adult Obesity and Severe Obesity
This analysis estimates state-specific and demographic subgroup-specific trends and projections of the prevalence of categories …
This analysis estimates state-specific and demographic subgroup-specific trends and projections of the prevalence of categories of body-mass index (BMI) in the United States. Self-reported BMI from the Behavioral Risk Factor Surveillance System Survey (1993-1994 and 1999-2016) were obtained and corrected for quantile-specific self-reporting bias. Multinomial regressions were then fitted for each state and subgroup to estimate the prevalence of four BMI categories from 1990 through 2030: underweight or normal weight (BMI <25), overweight (25 to…
Mathematical Models | Social Determinants | Chronic Disease/Risk | Health Outcomes | Calibration/Validation | North America -
ArticlePublication 2022Cost-Effectiveness & Value-of-Information Analysis Using Machine Learning-Based Metamodeling: A Case of Hepatitis C Treatment
This study compares machine learning (ML)-based metamodels with conventional metamodeling approaches in replicating the outcomes …
This study compares machine learning (ML)-based metamodels with conventional metamodeling approaches in replicating the outcomes of a complex simulation model of hepatitis C virus (HCV) natural history. Three ML-based metamodels (random forest, support vector regression, and artificial neural networks) and a linear regression-based metamodel were developed from the simulation model's 40 input parameters. Performance evaluation included root mean squared error (RMSE) and Pearson's R2 on normalized data. ML-based metamodels generally outperformed linear regression, with random…
Mathematical Models | Chronic Disease/Risk | Infectious Diseases | Health/Medicine -
ArticlePublication 2018Consequences of a Cigarette Price Increase in 13 Middle Income Countries
This study used extended cost-effectiveness analysis to examine the impact of a 50% increase in …
This study used extended cost-effectiveness analysis to examine the impact of a 50% increase in market prices of cigarettes on health, poverty, and financial protection for men in 13 middle income countries. A 50% increase in cigarette prices would lead to about 450 million years of life gained across the 13 countries from smoking cessation, with half of these in China. Across all countries, men in the bottom income group would gain 6.7 times more…
Mathematical Models | Social Determinants | Chronic Disease/Risk | Priority Setting/Ethics | Cost-Effectiveness Analysis | Policy/Regulation | Health/Medicine | Global -
ArticlePublication 2017Distributional Benefits of Tobacco Tax and Smoke-Free Workplaces in China
This study used the extended cost–effectiveness analysis (ECEA) to evaluate, across income quintiles of the …
This study used the extended cost–effectiveness analysis (ECEA) to evaluate, across income quintiles of the male population, the premature deaths averted, the change in tax revenues generated, and the financial risk protection procured, that would follow a 75% increase in cigarette prices through substantial increments in excise tax fully passed onto consumers, and a nationwide total implementation of workplace smoking bans. A 75% increase in cigarette prices would avert about 24 million premature deaths among…
Mathematical Models | Social Determinants | Chronic Disease/Risk | Priority Setting/Ethics | Cost-Effectiveness Analysis | Policy/Regulation | Health/Medicine | Asia & Pacific -
ArticlePublication 2015Consequences of Tobacco Tax in Rich and Poor Smokers in China: An ECEA
This study used the extended cost-effectiveness analysis methods to estimate, across income quintiles of the …
This study used the extended cost-effectiveness analysis methods to estimate, across income quintiles of the male population, the health benefits (years of life gained), the additional tax revenues raised, the net financial consequences for households, and the financial risk protection provided to households, that would be caused by a 50% increase in tobacco price through excise tax fully passed onto tobacco consumers in China. The analysis showed that a 50% increase in tobacco price through…
Mathematical Models | Social Determinants | Chronic Disease/Risk | Priority Setting/Ethics | Cost-Effectiveness Analysis | Policy/Regulation | Health/Medicine | Asia & Pacific -
ArticlePublication 2019Impact of a Tax on Sweetened Beverages in the Philippines: an ECEA
This study used extended cost-effectiveness analyses to estimate the effect of the sweetened beverages tax …
This study used extended cost-effectiveness analyses to estimate the effect of the sweetened beverages tax in the Philippines on the numbers of premature deaths averted attributed to type 2 diabetes mellitus, ischemic heart disease and stroke, across income quintiles over the period 2018-2037. The study also estimated the financial benefits of the tax from reductions in out-of-pocket payments, direct medical costs averted, and government health-care cost savings. The analysis showed that the tax could avert…
Mathematical Models | Social Determinants | Chronic Disease/Risk | Priority Setting/Ethics | Cost-Effectiveness Analysis | Child/Nutrition | Policy/Regulation | Health/Medicine | Asia & Pacific -
Resource PackWeb Portal, Teaching Resource 2018Resource Pack: Mental Health and Modeling
This resource pack, curated by the Center for Health Decision Science, features resources on modeling …
This resource pack, curated by the Center for Health Decision Science, features resources on modeling approaches applied to mental health. We aim to provide an overview of different techniques to guide researchers and practitioners in applying decision science and economic modeling to this public health challenge. More specifically, this resource pack contains review articles comparing different modeling techniques in the evaluation of treatments for depression, bipolar disorder and schizophrenia. The majority of articles in this…
Mathematical Models | Chronic Disease/Risk | Mental Health | Costing Methods | Health Outcomes | Evidence Synthesis | State-Transition | Microsimulation | Cost-Effectiveness Analysis | Health/Medicine | North America | Europe