- decision theory
- decision psychology
- evidence synthesis
- models and tools
- mathematical models
- state-transition
- dynamic transmission
- microsimulation
- calibration/validation
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Resources Repository
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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…
Evidence Synthesis | Mathematical Models | Energy/Engineering | Climate/Environment | Policy/Regulation | Priority Setting/Ethics | Technology Assessment | Environmental Health | Health Systems | Business/Industry | Economics/Finance | Government/Law | Health/Medicine | North America -
ArticlePublication 2011Dynamic Policies for Controlling Spread of Emerging Infections
This paper illustrates the design and implementation of a dynamic health policy for the control …
This paper illustrates the design and implementation of a dynamic health policy for the control of a novel strain of influenza, where two types of interventions are assumed to be available during the epidemic: (1) vaccines and antiviral drugs, and (2) transmission reducing measures, such as social distancing or mask use, that may be turned "on" or "off" repeatedly during the course of epidemic. A modeling approach is described for developing dynamic health policies that allow…
Dynamic Simulation | Mathematical Models | Dynamic Transmission | Science/Technology | Policy/Regulation | Infectious Diseases | Health Systems | Health/Medicine | Global -
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 Theory | Military/Defense | Energy/Engineering | Science/Technology | Policy/Regulation | Preferences/Values | Decision Analysis | Business/Industry | Economics/Finance | Government/Law | Health/Medicine -
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.
Decision Theory | Science/Technology | Policy/Regulation | Priority Setting/Ethics | Infectious Diseases | Government/Law | Health/Medicine | Global -
ArticlePublication 2021Identifying Credible Sources of Health Information in Social Media: Principles and Attributes
Social media is widely used as a source of health information for the general public. …
Social media is widely used as a source of health information for the general public. The potential for information shared through social media to influence health outcomes necessitates action by social media platforms to enhance access and exposure to high-quality, science-based information. This paper summarizes the work of an independent advisory group convened by the National Academy of Medicine that deliberated and gathered information to develop a set of initial principles and attributes that could…
Decision Psychology | Science/Technology | Policy/Regulation | Preferences/Values | Social Determinants | Culture/Society | Education/Labor | Health/Medicine | North America -
ArticlePublication 2021Scientific Theory of Gist Communication and Misinformation Resistance
This article presents a framework for understanding how misinformation shapes decision-making, which has cognitive representations …
This article presents a framework for understanding how misinformation shapes decision-making, which has cognitive representations of gist at its core. The author discusses how the framework goes beyond prior work, and how it can be implemented so that valid scientific messages are more likely to be effective, remembered, and shared through social media, while misinformation is resisted. The distinction between mental representations of the rote facts of a message – its verbatim representation – and…
Decision Psychology | Science/Technology | Policy/Regulation | Preferences/Values | Social Determinants | Culture/Society | Health/Medicine | North America -
ArticlePublication 2021Measuring the News and Its Impact on Democracy
Since the 2016 U.S. presidential election, the deliberate spread of misinformation online, and on social …
Since the 2016 U.S. presidential election, the deliberate spread of misinformation online, and on social media in particular, has generated extraordinary concern, in large part because of its potential effects on public opinion, political polarization, and ultimately democratic decision making. Recently, however, some have argued that both the prevalence and consumption of “fake news” per se is extremely low compared with other types of news and news-relevant content. Although neither prevalence nor consumption is a…
Decision Psychology | Science/Technology | Policy/Regulation | Preferences/Values | Social Determinants | Culture/Society | North America -
ArticlePublication 2021National Academies Work Helps Foster an Evidence-Based Information Environment
U.S. Surgeon General Vivek Murthy issued a public advisory on health misinformation, calling it a …
U.S. Surgeon General Vivek Murthy issued a public advisory on health misinformation, calling it a “serious threat to public health” and encouraging all Americans to help slow its spread during the COVID-19 pandemic and beyond. To that end, the National Academies have been addressing misinformation in health and science on multiple fronts and are taking steps to help cultivate a fact- and evidence-based information environment. This description was extracted from the article.
Decision Psychology | Science/Technology | Policy/Regulation | Preferences/Values | Infectious Diseases | Social Determinants | Culture/Society | Health/Medicine | North America -
ArticlePublication 2021Individual and Social Determinants of COVID-19 Vaccine Uptake
This article examined the individual, communication and social determinants associated with COVID-19 vaccine uptake using …
This article examined the individual, communication and social determinants associated with COVID-19 vaccine uptake using national survey data collected before vaccines were available in the U.S. Of note, individuals under the federal poverty level and racial and ethnic minorities were oversampled. Outcomes included the likelihood of vaccinating self and dependents (e.g., children). Independent variables included perceptions of risk, exposure to different media for COVID-19 news, political party identification, confidence in scientists and social determinants of…
Evidence Synthesis | Science/Technology | Policy/Regulation | Health Outcomes | Infectious Diseases | Social Determinants | Clinical Care | Culture/Society | Health/Medicine | North America