Resources Repository
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ArticlePublication 2016Estimating the Cost-Effectiveness of Implementation: Is Sufficient Evidence Available?
Timely implementation of recommended interventions can provide health benefits to patients and cost savings to …
Timely implementation of recommended interventions can provide health benefits to patients and cost savings to the health service provider. Effective approaches to increase the implementation of guidance are needed. Since investment in activities that improve implementation competes for funding against other health generating interventions, it should be assessed in term of its costs and benefits. In 2010, the National Institute for Health and Care Excellence released a clinical guideline recommending natriuretic peptide (NP) testing in…
Operations Research | Health/Medicine | Europe | Health Systems | Chronic Disease/Risk | Clinical Care | Health Outcomes | Cost-Effectiveness Analysis | Economics/Finance -
ArticlePublication 2015Cancer Models and Real-World Data: Better Together
Decision-analytic models synthesize available data on disease burden and intervention effectiveness to project estimates of …
Decision-analytic models synthesize available data on disease burden and intervention effectiveness to project estimates of the long-term consequences of care. While models have been influential in informing US cancer screening guidelines under ideal conditions, incorporating detailed data on real-world screening practice has been limited given the complexity of screening processes and behaviors throughout diverse health delivery systems in the United States. The authors describe the synergies that exist between decision-analytic models and health care utilization…
Calibration/Validation | Health/Medicine | North America | Health Systems | Chronic Disease/Risk | Clinical Care | Evidence Synthesis | Mathematical Models | Science/Technology -
ArticlePublication 2015Population Health Model (POHEM): An Overview
This paper provides an overview of the rationale, methodology and applications of the Population Health …
This paper provides an overview of the rationale, methodology and applications of the Population Health Model (POHEM). POHEM is a health microsimulation model, developed at Statistics Canada in the early 1990s. The authors describe that POHEM draws together rich multivariate data from a wide range of sources to simulate the lifecycle of the Canadian population, specifically focusing on aspects of health. The model dynamically simulates individuals’ disease states, risk factors, and health determinants, in order…
Calibration/Validation | Health/Medicine | North America | Health Systems | Chronic Disease/Risk | Clinical Care | Costing Methods | Evidence Synthesis | Mathematical Models | Microsimulation | Policy/Regulation | Economics/Finance -
ArticlePublication 2008Health and Economic Implications of HPV Vaccination in the U.S.
This article reports on a study using models of HPV-16 and HPV-18 transmission and cervical …
This article reports on a study using models of HPV-16 and HPV-18 transmission and cervical carcinogenesis to compare the health and economic outcomes of vaccinating preadolescent girls in the US (at 12 years of age), and vaccinating older girls and women in catch-up programs (to 18, 21, or 26 years of age). The study also examined the health benefits of averting other HPV-16-related and HPV-18-related cancers, the prevention of HPV-6-related and HPV-11-related genital warts and…
Calibration/Validation | Health/Medicine | North America | Health Systems | Chronic Disease/Risk | Clinical Care | Dynamic Transmission | Microsimulation | Cost-Effectiveness Analysis | Infectious Diseases | Economics/Finance | Science/Technology -
ReportPublication 2017Underestimated Cost of the Opioid Crisis
This report on the opioid public health crisis was released by the White House Council …
This report on the opioid public health crisis was released by the White House Council on Economic Advisors (CEA) in November 2017. It corrects previous estimates of related costs by adding the value of the associated deaths. Earlier estimates focused on medical and other expenditures, while the new report also includes estimates of the value that individuals place on reducing their own risks of premature mortality. The report notes that, in 2015, over 33,000 Americans…
Benefit-Cost Analysis | Government/Law | Health/Medicine | North America | Chronic Disease/Risk | Preferences/Values | Costing Methods | Mental Health | Policy/Regulation | Economics/Finance -
ArticlePublication 2014Evaluation of FDA Benefit-Cost Analysis of Graphic Warning Labels
The Food and Drug Administration (FDA) is required to do a regulatory impact analysis assessing …
The Food and Drug Administration (FDA) is required to do a regulatory impact analysis assessing the costs and benefits of its tobacco products and other regulations. This paper provides a critical review of the approach the FDA used in its proposed and final graphic warning label rule, and includes recommendations on how to improve the analysis in ways that account for the differences between tobacco use and consumption of most consumer products. To date, FDA…
Benefit-Cost Analysis | Government/Law | Health/Medicine | North America | Chronic Disease/Risk | Costing Methods | Policy/Regulation -
ArticlePublication 2009Cost Effectiveness Analysis of Including Boys in a HPV Vaccination Program in the U.S.
This article reports on a societal-perspective cost effectiveness analysis of including preadolescent boys in a …
This article reports on a societal-perspective cost effectiveness analysis of including preadolescent boys in a routine human papillomavirus (HPV) vaccination program for preadolescent girls. The analysis included girls and boys aged 12 years; interventions included HPV vaccination of girls alone and of girls and boys in the context of screening for cervical cancer. The authors found that with 75% vaccination coverage and an assumption of complete, lifelong vaccine efficacy, routine HPV vaccination of 12-year-old girls…
Calibration/Validation | Health/Medicine | North America | Chronic Disease/Risk | Clinical Care | Dynamic Transmission | Microsimulation | Cost-Effectiveness Analysis | Infectious Diseases | Economics/Finance -
ArticlePublication 2007Modeling HPV and Cervical Cancer in the U.S. for Analyses of Screening and Vaccination
This paper discusses a model of human papillomavirus (HPV) and cervical cancer that incorporates uncertainty …
This paper discusses a model of human papillomavirus (HPV) and cervical cancer that incorporates uncertainty about the natural history of disease that was used to provide quantitative insight into U.S. policy choices for cervical cancer prevention. The authors developed a stochastic microsimulation of cervical cancer that distinguishes different HPV types by their incidence, clearance, persistence, and progression. For each set of sampled input parameters, likelihood-based goodness-of-fit (GOF) scores were computed based on comparisons between model-predicted…
Calibration/Validation | Health/Medicine | North America | Chronic Disease/Risk | Clinical Care | Microsimulation | Infectious Diseases | Science/Technology -
ArticlePublication 2023Calibration and Validation of the Colorectal Cancer and Adenoma Incidence and Mortality (CRC-AIM) Microsimulation Model Using Deep Neural Networks
This study explores the efficacy of machine learning (ML)-based emulators in calibrating complex microsimulation models, …
This study explores the efficacy of machine learning (ML)-based emulators in calibrating complex microsimulation models, using the Colorectal Cancer (CRC)-Adenoma Incidence and Mortality (CRC-AIM) model as a case study. ML algorithms, including deep neural networks (DNN), were trained and compared using data generated from the CRC-AIM model to predict various outcomes. The DNN outperformed other algorithms and efficiently predicted outcomes, reducing computational burden significantly. The calibrated CRC-AIM model demonstrated cross-model validity against established CISNET models…
Calibration/Validation | Health/Medicine | North America | Chronic Disease/Risk | Microsimulation