Resources Repository
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GuidelinesPublication 2012Modeling Good Research Practices - Overview: A Report of the ISPOR-SMDM Modeling Task Force-1
This paper provides an overview of the work of the joint Task Force between the …
This paper provides an overview of the work of the joint Task Force between the International Society for Pharmacoeconomics and Outcomes Research (ISPOR) and the Society for Medical Decision Making (SMDM), provides the overarching recommendations, and discusses future work that is needed. The audience for these papers includes anyone who build models, stakeholders who utilize their results, and those concerned with the use of models to support decision making. This article is part 1 of…
Calibration/Validation | Dynamic Transmission | Value of Information | Costing Methods | Health Outcomes | Mathematical Models | State-Transition | Microsimulation | Dynamic Simulation | Decision Analysis | Infectious Diseases | Health/Medicine -
GuidelinesPublication, Teaching Resource 2018Behavioral Economics Guide 2018
The 2018 Behavioral Economics Guide provides an introduction to behavioral economics, a review of developments …
The 2018 Behavioral Economics Guide provides an introduction to behavioral economics, a review of developments in the field, insights from practitioners, and general resources such as postgraduate programs and scholarly journals. This is the fifth edition of this now yearly publication. The 2018 edition features an introduction written by Robert Cialdini. Behavioraleconomics.com is the official home of the Behavioral Economics Guide. The guide is downloadable free of charge from the website.
Decision Psychology | Decision Theory | Preferences/Values | College | Graduate | Doctoral | Professional -
GuidelinesPublication 2012Model Parameter Estimation and Uncertainty Analysis: A Report of the ISPOR-SMDM Modeling Task Force-6
This paper discusses methods for the reporting of uncertainty, both in terms of deterministic sensitivity …
This paper discusses methods for the reporting of uncertainty, both in terms of deterministic sensitivity analysis techniques and probabilistic methods. Stochastic (first-order) uncertainty is distinguished from both parameter (second-order) uncertainty and from heterogeneity, with structural uncertainty relating to the model itself forming another level of uncertainty. The article describes the process of estimating model inputs, whether these are point estimates or distributions. It also explores the link between parameter uncertainty, decision uncertainty, and value-of-information analysis.…
Calibration/Validation | Value of Information | Mathematical Models | Health/Medicine -
ReportPublication 2021What It Means to Be a Science-Literate Citizen in a Digital World
Science literacy is often held up as crucial for avoiding science-related misinformation and enabling more …
Science literacy is often held up as crucial for avoiding science-related misinformation and enabling more informed individual and collective decision-making. But research has not yet examined whether science literacy actually enables this, nor what skills it would need to encompass to do so. This report addresses three questions to outline what it should mean to be science literate in today’s world: (1) How should we conceptualize science literacy? (2) How can we achieve this science…
Decision Psychology | Preferences/Values | Social Determinants | Culture/Society | Energy/Engineering | Education/Labor | Health/Medicine | Science/Technology | Global | North America -
ReportPublication 2017Communicating Science Effectively: A Research Agenda
Science and technology are embedded in virtually every aspect of modern life. As a result, …
Science and technology are embedded in virtually every aspect of modern life. As a result, people face an increasing need to integrate information from science with their personal values and other considerations as they make important life decisions about medical care, the safety of foods, what to do about climate change, and many other issues. Communicating science effectively, however, is a complex task and an acquired skill. Moreover, the approaches to communicating science that will…
Decision Psychology | Preferences/Values | Priority Setting/Ethics | Social Determinants | Climate/Environment | Culture/Society | Energy/Engineering | Education/Labor | Health/Medicine | Science/Technology | North America -
ReportPublication 2013Decision and Simulation Modeling Alongside Systematic Reviews
This chapter is part of a report entitled, Decision and Simulation Modeling in Systematic Reviews, that seeks …
This chapter is part of a report entitled, Decision and Simulation Modeling in Systematic Reviews, that seeks to provide guidance for determining when incorporating a decision-analytic model alongside a systemic review would be of added value for decision making purposes. The chapter discusses the role of decision analysis and decision-analytic models in health care, specifically within the context of the current emphasis on evidence-based medicine and the proliferation of systematic reviews. It describes the types of model available…
Dynamic Transmission | Evidence Synthesis | State-Transition | Microsimulation | Dynamic Simulation | Health Systems | Clinical Care | Health/Medicine -
GuidelinesPublication 2016Methods for Health Economic Evaluation of Vaccines
This article describes the development of a consensus for health economic evaluations of vaccines to …
This article describes the development of a consensus for health economic evaluations of vaccines to support the development of national guidelines in Europe. While guidelines advocating more standardization of health economic evaluations exist, this article aims to address several immunization-specific aspects (e.g. indirect effects or discounting approach) which are still a subject of debate. The systematic literature review search was informed by expert opinion. 2,838 articles were returned from the search and 26 were finally…
Dynamic Transmission | Costing Methods | Cost-Effectiveness Analysis | Infectious Diseases | Health Systems | Health/Medicine | Europe -
ReportPublication 2015Improving Diagnosis in Health Care
Getting the right diagnosis is a key aspect of health care - it provides an …
Getting the right diagnosis is a key aspect of health care - it provides an explanation of a patient's health problem and informs subsequent health care decisions. The diagnostic process is a complex, collaborative activity that involves clinical reasoning and information gathering to determine a patient's health problem. This report, Improving Diagnosis in Health Care, explains that diagnostic errors-inaccurate or delayed diagnoses-persist throughout all settings of care and continue to harm an unacceptable number of patients.…
Value of Information | Probability/Bayes | Health Outcomes | Test Performance | Health Systems | Health/Medicine | North America -
GuidelinesPublication 2012Model Transparency and Validation: A Report of the ISPOR-SMDM Modeling Task Force-7
This paper discusses how to improve trust in the use of health care models through …
This paper discusses how to improve trust in the use of health care models through validation and transparency. Validation involves face validity (wherein experts evaluate model structure, data sources, assumptions, and results), verification or internal validity (check accuracy of coding), cross validity (comparison of results with other models analyzing same problem), external validity (comparing model results to real-world results), and predictive validity (comparing model results with prospectively observed events). Recommendations are provided for nontechnical description…
Calibration/Validation | Costing Methods | Health Outcomes | Mathematical Models | Health/Medicine