Resources Repository
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ArticlePublication 2022Duration & Cost-Effectiveness of Hepatocellular Carcinoma Surveillance in Hepatitis C Patients After Viral Eradication
This study assesses the cost-effectiveness of biannual surveillance for hepatocellular carcinoma (HCC) in patients cured …
This study assesses the cost-effectiveness of biannual surveillance for hepatocellular carcinoma (HCC) in patients cured of hepatitis C virus (HCV) using oral direct-acting antivirals (DAAs). A microsimulation model of HCC natural history in individuals with HCV-related advanced fibrosis or cirrhosis post-DAAs was developed, integrating data on HCC incidence, tumor progression, surveillance adherence, and health state costs/utilities. Biannual ultrasound and alpha-fetoprotein surveillance were compared to no surveillance over varying durations (5 years to lifetime). Results indicate…
Health/Medicine | Chronic Disease/Risk | Microsimulation | Cost-Effectiveness Analysis | 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…
Health/Medicine | Chronic Disease/Risk | Mathematical Models | Infectious Diseases -
ArticlePublication 2022Cost-Effectiveness of Screening for Atrial Fibrillation Using Wearable Devices
This economic evaluation assesses the cost-effectiveness of atrial fibrillation (AF) screening strategies, particularly utilizing wrist-worn …
This economic evaluation assesses the cost-effectiveness of atrial fibrillation (AF) screening strategies, particularly utilizing wrist-worn wearable devices, to prevent strokes. Conducted using a microsimulation decision-analytic model, the study spans from September 8, 2020, to May 23, 2022, incorporating 30 million simulated individuals representative of the US population aged 65 years or older. Eight screening strategies, including six employing wrist-worn devices and two using traditional methods, were compared against no screening. Results indicate that all wrist-worn…
Health/Medicine | Chronic Disease/Risk | Microsimulation | Cost-Effectiveness Analysis | North America -
ArticlePublication 2021Cost-Effectiveness of Hypertension Treatment by Pharmacists in Black Barbershops
The Los Angeles Barbershop Blood Pressure Study (LABBPS) examined the effectiveness and cost of a …
The Los Angeles Barbershop Blood Pressure Study (LABBPS) examined the effectiveness and cost of a one-year pharmacist-led hypertension care intervention in Black-owned barbershops in Los Angeles County, focused on non-Hispanic Black men with uncontrolled hypertension. Using a discrete event simulation, the researchers projected the 10-year health outcomes and health care costs associated with the intervention compared to a control group. The costs and quality-adjusted life-years (QALYs) were calculated from a health care sector perspective, with…
Health/Medicine | Chronic Disease/Risk | Mathematical Models | Cost-Effectiveness Analysis | Clinical Care | North America -
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…
Health/Medicine | Social Determinants | Decision Psychology | Preferences/Values | Policy/Regulation | Culture/Society | Education/Labor | Science/Technology | North America -
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…
Health/Medicine | Social Determinants | Decision Psychology | Preferences/Values | Culture/Society | Government/Law | Science/Technology | North America -
OrganizationPublication 2024Standing Committee on Advancing Science Communication
The Standing Committee on Advancing Science Communication brings together the diverse disciplines of science communication …
The Standing Committee on Advancing Science Communication brings together the diverse disciplines of science communication research and practice. Together, the committee works to more effectively engage all communities with science in ways that are equitable, evidence-based, and inclusive. This description was extracted from the organization website.
Health/Medicine | Social Determinants | Policy/Regulation | Climate/Environment | Culture/Society | Science/Technology | Global | 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…
Health/Medicine | Social Determinants | Decision Psychology | Preferences/Values | Policy/Regulation | Culture/Society | Science/Technology | North America -
Online LearningVideo, Teaching Resource 2021Reporting on COVID-19 Vaccines at the Intersection of Science and Politics
Journalists play a vital role in communicating to the public about COVID-19 vaccines, and currently …
Journalists play a vital role in communicating to the public about COVID-19 vaccines, and currently under challenging circumstances. The science surrounding COVID-19 is rapidly changing, vaccines have been developed at “warp speed” using a new approach, and misinformation is on the rise. Moreover, current and historical injustices and inequities, as well as heightened political polarization, affect what information is consumed, trusted, and acted upon. This webinar offers an opportunity for members of the media to…
Health/Medicine | Social Determinants | Decision Psychology | Preferences/Values | Infectious Diseases | Policy/Regulation | Culture/Society | Science/Technology | North America