Resources Repository
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Resource PortalWeb Portal, Teaching Resource 2024National Academies of Sciences, Engineering, and Medicine
The National Academies of Sciences, Engineering, and Medicine, founded in 1863, has a mission to provide …
The National Academies of Sciences, Engineering, and Medicine, founded in 1863, has a mission to provide nonpartisan, objective guidance for decision makers on policy challenges in the context of science, engineering, and medicine. NAS reports and convening activities have a wide range of impacts on policy and practice. They guide the development of federal laws and regulations, improve the effectiveness of government programs, shape the direction of research fields, and inform public knowledge and dialogue about…
Evidence Synthesis | Priority Setting/Ethics | Risk Analysis | Health/Medicine | Chronic Disease/Risk | Health Outcomes | Cost-Effectiveness Analysis | Technology Assessment | Infectious Diseases | Maternal/Reproductive Health | Child/Nutrition | Injuries/Accidents | Social Determinants | Health Systems | Global Governance | Climate/Environment | Energy/Engineering | Education/Labor | Food/Agriculture | Military/Defense | Science/Technology | Global | North America | High School | College | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Decision Making/Leadership | Policy Translation -
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…
Evidence Synthesis | Microsimulation | Calibration/Validation | Health/Medicine | Chronic Disease/Risk | Costing Methods | Mathematical Models | Health Systems | Policy/Regulation | Clinical Care | Economics/Finance | North America -
Teaching PackWeb Portal, Teaching Resource 2023Teaching Pack: Heuristics with Joe Pliskin
This teaching pack, curated by the Center for Health Decision Science, features videos introducing heuristics …
This teaching pack, curated by the Center for Health Decision Science, features videos introducing heuristics used in decision making. While these “mental shortcuts” can be useful in some circumstances, they can lead to more errors than deliberate, rational thinking. An awareness of these heuristics is useful to decision makers. This series of videos on heuristics was developed by Professor Joe Pliskin during his residency with the CHDS Media Hub led by Jake Waxman. They reflect…
Decision Psychology | Decision Theory | Health/Medicine | Chronic Disease/Risk | Probability/Bayes | Preferences/Values | Clinical Care | Business/Industry | Economics/Finance | High School | College | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Decision Making/Leadership | Quantitative Literacy -
ReviewPublication 2023How Values Are Discussed, Reflected Upon, and Acted on by Patients and Family Caregivers in the Context of Heart Failure: Scoping Review
The study examines how values influence decision-making and coping among heart failure (HF) patients and …
The study examines how values influence decision-making and coping among heart failure (HF) patients and their family caregivers (FCGs). Through a scoping review of 16 empirical studies, patient values were found to influence self-care behaviors and left ventricular assist device (LVAD) implantation decisions, with variations in prioritization over time and contexts. Conflicts between prioritized values and recommended self-care activities led to modifications in behavior. Patient survival emerged as a top value during cardiac device decisions.…
Evidence Synthesis | Decision Psychology | Health/Medicine | Chronic Disease/Risk | Preferences/Values -
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…
Microsimulation | Calibration/Validation | Health/Medicine | Chronic Disease/Risk | North America -
Resource PackPublication, Teaching Resource 2020Resource Pack: Cost-Effectiveness of SSB Excise Taxes
The use of fiscal instruments, such as taxes or subsidies, to promote healthier dietary behavior …
The use of fiscal instruments, such as taxes or subsidies, to promote healthier dietary behavior has been of increasing interest in the last decade as the evidence-base builds for the health and economic consequences of obesity, overweight, and unhealthy eating. The motivation for using fiscal instruments in nutrition policy is to make the unhealthy option less affordable and less economically attractive by increasing the price via a tax, and therefore reduce the incentive to consume…
Evidence Synthesis | Microsimulation | Health/Medicine | Chronic Disease/Risk | Health Outcomes | Mathematical Models | Cost-Effectiveness Analysis | Child/Nutrition | Policy/Regulation | Business/Industry | Economics/Finance | Food/Agriculture | Government/Law | North America | Latin America & Caribbean | Europe | Oceania -
ArticlePublication 2020Expanding Oral Disease Treatment is Cost Effective
This study developed a stochastic microsimulation model of oral health conditions, type-2 diabetes (T2D), T2D-related …
This study developed a stochastic microsimulation model of oral health conditions, type-2 diabetes (T2D), T2D-related microvascular diseases, and CVD, to project the cost-effectiveness of expanding periodontal treatment coverage among patients with T2D and periodontitis. Previous randomized trials found that treating periodontitis improved glycemic control in patients with type 2 diabetes (T2D), thus lowering the risks of developing T2D-related microvascular diseases and cardiovascular disease (CVD). The micro-simulation model parameters were obtained from the nationally representative National…
Microsimulation | Calibration/Validation | Health/Medicine | Chronic Disease/Risk | Mathematical Models | Cost-Effectiveness Analysis | North America | Graduate -
ArticlePublication 2016Health and Economic Benefits of Public Financing of Epilepsy Treatment in India
This study uses extended cost-effectiveness analysis (ECEA) to evaluate the impact of three scenarios of …
This study uses extended cost-effectiveness analysis (ECEA) to evaluate the impact of three scenarios of publicly financed national epilepsy programs in India that provide (1) first line antiepilepsy drugs (AEDs), (2) first- and second-line AEDs, and (3) first- and second-line AEDs and surgery. Outcome measures include disability-adjusted life years (DALYs) averted, and cost per DALY averted. Economic benefit measures estimated include out-of-pocket (OOP) expenditure averted and money-metric value of insurance. All three scenarios represent a…
Priority Setting/Ethics | Microsimulation | Health/Medicine | Chronic Disease/Risk | Cost-Effectiveness Analysis | Economics/Finance | Asia & Pacific -
ArticlePublication 2017Extended Cost-Effectiveness Analyses of Cardiovascular Risk Factor Reduction Policies
This chapter summarizes lessons learned from three extended cost-effectiveness analyses (ECEAs) conducted on cardiovascular disease …
This chapter summarizes lessons learned from three extended cost-effectiveness analyses (ECEAs) conducted on cardiovascular disease (CVD) risk factor reduction policies, specifically highlighting new insights into the differential impacts of well-established CVD prevention interventions. Tobacco taxation, salt reduction, and primary prevention of CVD in high-risk individuals remain widely regarded as best buys in global noncommunicable disease policy, and the ECEAs confirm the findings of previous CEAs, namely, that these interventions will likely result in large health…
Evidence Synthesis | Priority Setting/Ethics | Health/Medicine | Chronic Disease/Risk | Cost-Effectiveness Analysis | Global