Resources Repository
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Resource PackPublication, Teaching Resource 2018Resource Pack: Models for Health Decision Science
This resource pack, curated by the Center for Health Decision Science, provides broad exposure to …
This resource pack, curated by the Center for Health Decision Science, provides broad exposure to mathematical models used in health decision science (e.g., microsimulation, dynamic transmission, agent-based, etc.). Resources include overviews, guidelines, tutorials, and applications relevant to a broad range of clinical and public health topics. A decision analytic approach relies on the use of a mathematical model to formally structure the components of the decision over time. Models are particularly useful when multiple data sources…
Dynamic Simulation | Microsimulation | Mathematical Models | Dynamic Transmission | State-Transition | Science/Technology | Climate/Environment | Economics/Finance | Health/Medicine -
ReviewPublication 2016Decision Support for Infectious Disease Control
This report from RAND reviews decision-support tools, including models and nonmodeling approaches, that are relevant to …
This report from RAND reviews decision-support tools, including models and nonmodeling approaches, that are relevant to infectious disease prevention, detection, and response and aligns these tools with real-world policy questions that the tools can help address. This overview is designed to help modelers and other technical experts understand the questions that policymakers will raise and the decisions they must make. The report also presents policymakers with the capabilities and limitations of the different tools that may…
Dynamic Simulation | Microsimulation | Mathematical Models | Dynamic Transmission | State-Transition | Government/Law | Infectious Diseases | Global Governance | Health/Medicine | Military/Defense | Global -
ReviewPublication 2008Modeling Cervical Cancer Prevention in Developed Countries
Decision-analytic models are increasingly developed to simulate disease burden and interventions in different settings in …
Decision-analytic models are increasingly developed to simulate disease burden and interventions in different settings in order to evaluate the benefits and cost-effectiveness of primary and secondary interventions. This article is a review of mathematical models that have been used to evaluate HPV vaccination in the context of developed countries with existing screening programs. Despite variations in model assumptions and uncertainty in existing data, pre-adolescent vaccination of females in the setting of current screening practices has…
Microsimulation | Mathematical Models | Calibration/Validation | Dynamic Transmission | State-Transition | Science/Technology | Infectious Diseases | Chronic Disease/Risk | Health/Medicine -
ReviewPublication 2008Cost-Effectiveness of Vaccination: Review of Modelling Approaches
This review examines the modelling approaches used in cost-effectiveness analyses (CEAs) of vaccination programs. After …
This review examines the modelling approaches used in cost-effectiveness analyses (CEAs) of vaccination programs. After overviewing the key attributes of models used in CEAs, a framework for categorizing theoretical models is presented. Categories are based on three main attributes: static/dynamic; stochastic/deterministic; and aggregate/individual based.
Dynamic Simulation | Microsimulation | Mathematical Models | Dynamic Transmission | State-Transition | Science/Technology | Cost-Effectiveness Analysis | Infectious Diseases | Health/Medicine | Global -
ArticlePublication 2021Rational Policymaking during a Pandemic
Policymaking during a pandemic can be extremely challenging. As COVID-19 is a new disease and …
Policymaking during a pandemic can be extremely challenging. As COVID-19 is a new disease and its global impacts are unprecedented, decisions are taken in a highly uncertain, complex, and rapidly changing environment. In such a context, in which human lives and the economy are at stake, the authors argue that using ideas and constructs from modern decision theory, even informally, will make policymaking a more responsible and transparent process.
Priority Setting/Ethics | Decision Theory | Government/Law | Science/Technology | Infectious Diseases | Policy/Regulation | Health/Medicine | Global -
ArticlePublication 2021Why the Backfire Effect Does Not Explain the Durability of Political Misperceptions
Previous research indicated that corrective information can sometimes provoke a so-called “backfire effect” in which …
Previous research indicated that corrective information can sometimes provoke a so-called “backfire effect” in which respondents more strongly endorsed a misperception about a controversial political or scientific issue when their beliefs or predispositions were challenged. This article shows how subsequent research and media coverage seized on this finding, distorting its generality and exaggerating its role relative to other factors in explaining the durability of political misperceptions. To the contrary, an emerging research consensus finds that…
Preferences/Values | Decision Psychology | Government/Law | Science/Technology | Social Determinants | Culture/Society | Health/Medicine | North America -
ArticlePublication 2021Misinformation in and About Science
Humans learn about the world by collectively acquiring information, filtering it, and sharing what we …
Humans learn about the world by collectively acquiring information, filtering it, and sharing what we know. Misinformation undermines this process. The repercussions are extensive. Without reliable and accurate sources of information, we cannot hope to halt climate change, make reasoned democratic decisions, or control a global pandemic. Most analyses of misinformation focus on popular and social media, but the scientific enterprise faces a parallel set of problems – from hype and hyperbole to publication bias…
Preferences/Values | Decision Psychology | Government/Law | Science/Technology | Social Determinants | Culture/Society | Global | North America -
ArticlePublication 2019Misinformation Has Created a New World Disorder
This article, in brief, discusses (1) that many types of information disorder exist online, from …
This article, in brief, discusses (1) that many types of information disorder exist online, from fabricated videos to impersonated accounts to memes designed to manipulate genuine content, (2) automation and microtargeting tactics have made it easier for agents of disinformation to weaponize regular users of the social web to spread harmful messages, and (3) much research is needed to understand the effects of disinformation and build safeguards against it. This description was adapted from the…
Preferences/Values | Decision Psychology | Government/Law | Science/Technology | Climate/Environment | Culture/Society | Energy/Engineering | Health/Medicine | Global | North America -
ArticlePublication 2020Online Competition between Pro- and Anti-Vaccination Views
Distrust in scientific expertise is dangerous. Opposition to vaccination with a future vaccine against SARS-CoV-2, …
Distrust in scientific expertise is dangerous. Opposition to vaccination with a future vaccine against SARS-CoV-2, the causal agent of COVID-19, for example, could amplify outbreaks as happened for measles in 2019. Homemade remedies and falsehoods are being shared widely on the Internet, as well as dismissals of expert advice. There is a lack of understanding about how this distrust evolves at the system level. Authors provide a map of the contention surrounding vaccines that has…
Preferences/Values | Decision Psychology | Government/Law | Science/Technology | Infectious Diseases | Social Determinants | Health Systems | Policy/Regulation | Culture/Society | Health/Medicine | North America