Resources Repository
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Online LearningVideo, Teaching Resource 2023Khan Videos: Conditional Probability
These three videos, produced by Khan Academy, focus on conditional probability. Conditional probability with Bayes' …
These three videos, produced by Khan Academy, focus on conditional probability. Conditional probability with Bayes' Theorem (~5 min). Created by Brit Cruise, this video presents conditional probability visually using trees. Conditional probability and independence (~4 min). This video uses conditional probability to see if events are independent or not. Conditional probability tree diagram (~11 min). This video uses a tree diagram to work out the following conditional probability question: If someone fails a drug test, what is the…
Probability/Bayes | Health/Medicine | Science/Technology | High School | College | Graduate | Quantitative Literacy -
ArticlePublication 2016Country-Level Cost-Effectiveness Thresholds
This article estimates the cost-effectiveness thresholds (CETs) for health interventions in several low and middle-income …
This article estimates the cost-effectiveness thresholds (CETs) for health interventions in several low and middle-income countries (LMICs), based on opportunity costs. When there are constraints on a health care system’s budget or ability to increase expenditures, additional costs imposed by interventions have an “opportunity cost” in terms of the health foregone because other interventions cannot be provided. The authors argue that cost-effectiveness thresholds should reflect health opportunity cost and aim to calculate these in four…
Priority Setting/Ethics | Health/Medicine | Cost-Effectiveness Analysis | Health Systems | Economics/Finance | Sub-Saharan Africa | Middle East & North Africa | Latin America & Caribbean | Europe | Asia & Pacific -
ArticlePublication 2016Cost-Effectiveness Thresholds: Pros and Cons
This WHO bulletin compares the two main methods for comparing the cost-effectiveness of health interventions. …
This WHO bulletin compares the two main methods for comparing the cost-effectiveness of health interventions. Cost-effectiveness thresholds allow health decision makers to identify cost-effectiveness ratios that represent good or bad value for money. In 2001, the World Health Organization's Commission on Macroeconomics in Health suggested cost-effectiveness thresholds based on multiples of a country's per-capita gross domestic product (GDP). In some contexts, these thresholds have been used as decision rules. However, this approach lacks country specificity…
Priority Setting/Ethics | Health/Medicine | Cost-Effectiveness Analysis | Health Systems -
Tutorial/PrimerPublication, Teaching Resource 2016Cost per DALY Thresholds and Health Opportunity Costs
This policy brief aims to explain the cost per DALY threshold and the concepts of …
This policy brief aims to explain the cost per DALY threshold and the concepts of health opportunity costs, especially aimed at low and middle-income countries. The authors state that an assessment of health opportunity costs is required if the best use is to be made of health and healthcare resources. This requires an assessment of whether the improvement in health outcomes they offer exceeds the improvement in health that would have been possible if the…
Priority Setting/Ethics | Health/Medicine | Cost-Effectiveness Analysis | Health Systems | Economics/Finance | Global | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Decision Making/Leadership | Policy Translation -
GuidelinesPublication 2016Decision Models in Clinical Preventive Services Recommendations
The U.S. Preventive Services Task Force (USPSTF) develops evidence-based recommendations about preventive care based on …
The U.S. Preventive Services Task Force (USPSTF) develops evidence-based recommendations about preventive care based on comprehensive systematic reviews of the best available evidence. Decision models provide a complementary, quantitative approach to support the USPSTF as it deliberates about the evidence and develops recommendations for clinical and policy use. This article describes the rationale for using modeling, an approach to selecting topics for modeling, and how modeling may inform recommendations about clinical preventive services.
Decision Analysis | Health/Medicine | Health Outcomes | Evidence Synthesis | Mathematical Models | Health Systems | Policy/Regulation | North America -
ArticlePublication 2016Costs and Benefits of Integrated RMNCH
This chapter assesses the costs and benefits of delivering a set of integrated reproductive, maternal, …
This chapter assesses the costs and benefits of delivering a set of integrated reproductive, maternal, newborn and child health interventions in countries with high child and maternal mortality to demonstrate that very high returns can be achieved through this investment and to underscore the importance of an accurate assessment of those returns. This includes the full range of costs involved in delivering integrated care and the full range of benefits that flow from the interventions.…
Priority Setting/Ethics | Health/Medicine | Costing Methods | Maternal/Reproductive Health | Child/Nutrition | Health Systems | Economics/Finance | Global -
GuidelinesPublication 2016Second Panel on Cost-Effectiveness in Health and Medicine
This article provides an overview of the main recommendations of the 2016 Second Panel on …
This article provides an overview of the main recommendations of the 2016 Second Panel on Cost-Effectiveness in Health and Medicine. In 1993, the U.S. Public Health Service convened the first panel of experts to review the state of cost-effectiveness analysis and to develop guidelines for its use in health, to improve quality and promote comparability. Scientists and scholars in economics, clinical medicine, ethics, and statistics met to share expertise and develop recommendations by consensus. The…
Priority Setting/Ethics | Health/Medicine | Costing Methods | Evidence Synthesis | Cost-Effectiveness Analysis | Technology Assessment | North America -
GuidelinesPublication 2016Estimating Health-State Utility for Economic Models: ISPOR Task Force Report
Cost-utility models are increasingly used in many countries to establish whether the cost of a …
Cost-utility models are increasingly used in many countries to establish whether the cost of a new intervention can be justified in terms of health benefits. Health-state utility (HSU) estimates (the preference for a given state of health on a cardinal scale where 0 represents dead and 1 represents full health) are typically among the most important and uncertain data inputs in cost-utility models. Clinical trials represent an important opportunity for the collection of health-utility data.…
Preferences/Values | Health/Medicine | Health Outcomes | Mathematical Models | Cost-Effectiveness Analysis | Technology Assessment | Health Systems | Science/Technology | North America | Europe -
ArticlePublication 2016Estimation of the Cost-Effectiveness Threshold: Why, What, How?
This is a systematic review of the thresholds used in cost-effectiveness analyses in several international …
This is a systematic review of the thresholds used in cost-effectiveness analyses in several international settings. While many health care systems claim to incorporate the cost-effectiveness criterion in their investment decisions, the threshold value is often controversial and not publicly available. Even when available, it often lacks a theoretical or empirical basis. This article aims to identify and critically appraise the conceptual perspectives and methodologies used to date to estimate the cost-effectiveness threshold. The authors…
Priority Setting/Ethics | Health/Medicine | Cost-Effectiveness Analysis | Health Systems | Culture/Society