Resources Repository
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ArticlePublication 2015Salt Reduction Policy in South Africa: Extended Cost-Effectiveness Analysis
This paper is an extended cost-effectiveness analysis to model the potential health and economic impacts of …
This paper is an extended cost-effectiveness analysis to model the potential health and economic impacts of a salt reduction policy in South Africa. The authors used surveys and epidemiologic studies to estimate reductions in CVD resulting from lower salt intake. They calculated the average out-of-pocket (OOP) cost of CVD care and estimated the reduction in OOP expenditures and government subsidies due to the policy. They also estimated the costs of policy implementation and financial risk protection (FRP) benefits. The…
Costing Methods | Health/Medicine | Policy/Regulation | Chronic Disease/Risk | Priority Setting/Ethics | Cost-Effectiveness Analysis | Health Systems | Economics/Finance | Food/Agriculture | Sub-Saharan Africa -
ArticlePublication 2014Economic Implications of Population Ageing in China & India: Introduction to the Special Issue
In this special issue of The Journal of the Economics of Ageing, we focus on economic …
In this special issue of The Journal of the Economics of Ageing, we focus on economic aspects of population ageing in the world’s two population superpowers: China and India. China and India have been the subject of comparison for many years. Observations about their relative political and economic development abound (see for example Sen, 2013), but little analysis is currently available of their comparative demographic trajectories and the possible economic consequences of the population ageing that they are both undergoing. These demographic…
Costing Methods | Health/Medicine | Policy/Regulation | Chronic Disease/Risk | Health Outcomes | Health Systems | Economics/Finance | Government/Law | Asia & Pacific -
BookPublication 2013Making Hard Decisions with Decision Tools, 3rd Edition
Making Hard Decisions with Decision Tools® is a new edition and teaches the fundamental ideas …
Making Hard Decisions with Decision Tools® is a new edition and teaches the fundamental ideas of decision analysis, without an overly technical explanation of the mathematics used in decision analysis. This new version has been purposefully written to be more relevant to students in business and engineering compared to previous versions. This new version also incorporates and implements the powerful DecisionTools® software by Palisade Corporation. At the end of each chapter, topics are illustrated with step-by-step instructions…
Test Performance | Value of Information | Health/Medicine | Policy/Regulation | Probability/Bayes | Preferences/Values | Microsimulation | Decision Analysis | Business/Industry | Energy/Engineering | Military/Defense | Science/Technology | Global | North America | Europe -
ArticlePublication 2013Contribution of H. Pylori and Smoking to US Incidence of Gastric Adenocarcinoma: A Microsimulation Model
Although gastric cancer has declined dramatically in the US, the disease remains the second leading …
Although gastric cancer has declined dramatically in the US, the disease remains the second leading cause of cancer mortality worldwide. This analysis estimates the contribution of risk factor trends on past and future intestinal-type non-cardia gastric adenocarcinoma (NCGA) incidence. The authors developed a population-based microsimulation model of intestinal-type NCGA and calibrated it to U.S. epidemiologic data on precancerous lesions and cancer. The model explicitly incorporated the impact of Helicobacter pylori and smoking on disease natural history, for which…
Calibration/Validation | Health/Medicine | Culture/Society | Chronic Disease/Risk | Microsimulation | Social Determinants | North America -
BookPublication 2010Problem Solving, Decision Making, and Professional Judgment
This book includes material drawn from statistics, decision science, social and cognitive psychology, the judgment …
This book includes material drawn from statistics, decision science, social and cognitive psychology, the judgment and decision making literature, and behavioral economics. It combines quantitative approaches to empirical analysis and decision making (i.e., statistics and decision science) with the psychological literature illustrating the systematic errors of the intuitive decision maker.
Test Performance | Value of Information | Health/Medicine | Policy/Regulation | Probability/Bayes | Preferences/Values | Priority Setting/Ethics | Decision Analysis | Cost-Effectiveness Analysis | Government/Law | Global | North America -
ArticlePublication 2008Mathematical Models of Cervical Cancer Prevention in Latin America and the Caribbean
This article reports on a model-based approach estimated averted cervical cancer cases and deaths, disability-adjusted …
This article reports on a model-based approach estimated averted cervical cancer cases and deaths, disability-adjusted life years (DALYs) and incremental cost-effectiveness ratios (I$/DALY averted) for human papillomavirus (HPV) vaccination of young adolescent girls using population and epidemiologic data for 33 countries in Latin America and the Caribbean (LAC). The authors found that an absolute reduction in lifetime cancer risk varied between countries, depending on incidence, proportion attributable to HPV-16 and 18, and population age-structure; for…
Calibration/Validation | Costing Methods | Health/Medicine | Chronic Disease/Risk | State-Transition | Microsimulation | Cost-Effectiveness Analysis | Infectious Diseases | Economics/Finance | Science/Technology | Latin America & Caribbean -
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 | Chronic Disease/Risk | Microsimulation | North America -
ArticlePublication 2023Out-of-Pocket Expenditures & Financial Risks Associated with Treatment of Vaccine-Preventable Diseases in Ethiopia
This study investigates out-of-pocket (OOP) expenditures and associated catastrophic health expenditures (CHEs) for vaccine-preventable diseases …
This study investigates out-of-pocket (OOP) expenditures and associated catastrophic health expenditures (CHEs) for vaccine-preventable diseases (VPDs) in Ethiopia. Through a cross-sectional costing analysis, data on OOP direct medical and nonmedical expenditures were collected from 995 households in 54 health facilities nationwide. The study focuses on VPDs in children under 5 years for pneumonia, diarrhea, measles, and pertussis, and in children under 15 years for meningitis. Mean OOP expenditures per disease episode ranged from $5·6 to…
Costing Methods | Health/Medicine | Chronic Disease/Risk | Mathematical Models | Cost-Effectiveness Analysis | Child/Nutrition | Sub-Saharan Africa -
ArticlePublication 2014Step-by-Step Guideline for Disease-Specific Costing Studies in LMIC
Disease-specific costing studies can be used as input into cost-effectiveness analyses and provide important information …
Disease-specific costing studies can be used as input into cost-effectiveness analyses and provide important information for efficient resource allocation. This paper provides a step-by-step guideline for conducting disease-specific costing studies in LMICs where data availability is limited and illustrates how the guideline was applied in a costing study of cardiovascular disease prevention care in rural Nigeria. The step-by-step guideline provides practical recommendations on methods and data requirements for six sequential steps: 1) definition of the study…
Costing Methods | Health/Medicine | Chronic Disease/Risk | Health Systems | Sub-Saharan Africa