Resources Repository
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Resource PackPublication, Teaching Resource 2023Resource Pack: Diagnostic Tests, Bayes, and COVID-19
This resource pack provides a curated set of articles, perspectives, and interactives about diagnostic testing …
This resource pack provides a curated set of articles, perspectives, and interactives about diagnostic testing for COVID-19. The pack provides materials that will be particularly useful for educators who are teaching diagnostic test performance, value of information, and probability revision using Bayes’ theorem. The majority of papers focus on PCR or rapid antigen testing on samples obtained from the respiratory tract by nasopharyngeal swab. The mechanism of false negative results (e.g., timing of sample collection…
Global | Value of Information | Test Performance | Probability/Bayes | Decision Analysis | Health/Medicine | Science/Technology | High School | College | Graduate | Doctoral | Professional | Critical Thinking/Analysis | Graphics/Visualization | Quantitative Literacy -
ArticlePublication 2023Simulation-Based Estimates and Projections of Global, Regional and Country-Level Maternal Mortality by Cause, 1990-2050
While progress has been made globally to reduce maternal deaths, measurement remains a challenge given …
While progress has been made globally to reduce maternal deaths, measurement remains a challenge given the many causes and frequent underreporting of maternal deaths. The authors developed a structural microsimulation model of Global Maternal Health (GMatH) for 200 countries and territories using demographic, epidemiologic, clinical and health system data synthesized from the medical literature, Civil Registration Vital Statistics systems and Demographic and Health Survey data. The model was calibrated to empirical data from 1990 to…
Global | Evidence Synthesis | Health Outcomes | Microsimulation | Calibration/Validation | Maternal/Reproductive Health | Health Systems | Clinical Care | Health/Medicine -
DataPublication 2023Trends in Maternal Mortality 2000 to 2020
This report presents global, regional, and country-level estimates and trends for maternal mortality between 2000 …
This report presents global, regional, and country-level estimates and trends for maternal mortality between 2000 and 2020 produced by the United Nations Maternal Mortality Estimation Inter-Agency Group (MMEIG).* The estimates are intended to inform progress in maternal mortality to support national efforts to meet Sustainable Development Goal (SDG) target 3.1, to reduce maternal mortality to less than 70 maternal deaths per 100,000 live births by 2030. The report is accompanied by a set of country…
Global | Evidence Synthesis | Health Outcomes | Mathematical Models | Maternal/Reproductive Health | Health/Medicine -
ArticlePublication 2022Comparative Health Systems Analysis of Differences in Catastrophic Health Expenditure
The growing burden of non-communicable diseases (NCDs) in low- and middle-income countries may have implications …
The growing burden of non-communicable diseases (NCDs) in low- and middle-income countries may have implications for health system performance in the area of financial risk protection, as measured by catastrophic health expenditure (CHE). This article compares non-communicable diseases catastrophic health expenditure to the CHE cases caused by communicable diseases across health systems to examine whether: (1) disease burden and catastrophic health expenditure are linked, (2) Catastrophic health expenditures secondary to NCDs disproportionately affect wealthier households and (3) whether the drivers…
Global | Evidence Synthesis | Costing Methods | Cost-Effectiveness Analysis | Infectious Diseases | Chronic Disease/Risk | Health Systems | Economics/Finance | Health/Medicine -
ArticlePublication 2022Vaccinations versus Lockdowns to Prevent COVID-19 Mortality
This analysis estimated the costs associated with preventing Covid-19 deaths by vaccinations versus lockdowns. Publicly …
This analysis estimated the costs associated with preventing Covid-19 deaths by vaccinations versus lockdowns. Publicly available datasets from the Israeli Ministry of Health were used to model the parameters of the pandemic in Israel. The Oxford COVID-19 Government Response Tracker was used for quantitative data on government policies. Data on the Israeli economy were taken from the Central Bureau of Statistics. The models demonstrate that the first lockdown prevented 1022 COVID-19 deaths at the cost…
Middle East & North Africa | Health Outcomes | Costing Methods | Decision Theory | State-Transition | Decision Analysis | Infectious Diseases | Policy/Regulation | Economics/Finance | Government/Law | Health/Medicine -
DataPublication 2019HDR Country Profile: Afghanistan
This country profile on Afghanistan is published by the United Nations Development Programme (UNDP). Each …
This country profile on Afghanistan is published by the United Nations Development Programme (UNDP). Each online country profile also links to a downloadable data table and a briefing note for its country. The Human Development Report Office releases data each year, including the Human Development Index (HDI), the Inequality-Adjusted Human Development Index (IHDI), the Gender Development Index (GDI), the Gender Inequality Index (GII), and the Multidimensional Poverty Index (MPI). These indices reflect the UNDP human…
Global | Evidence Synthesis | Health Outcomes | Social Determinants | Health Systems | Climate/Environment | Economics/Finance | Education/Labor | Health/Medicine | Science/Technology | Asia & Pacific -
DataInteractive 2018Beyond Income: A Broader Picture of Poverty
This interactive web portal, hosted by the United Nations Development Programme (UNDP), explores the multidimensional …
This interactive web portal, hosted by the United Nations Development Programme (UNDP), explores the multidimensional nature of poverty around the world. The Multidimensional Poverty Index (MPI) measures poverty across three dimensions—health, education, and living standards—and uses 10 indicators such as lacking access to clean water, adequate nutrition, or primary education. This web portal allows users to explore each of these 10 indicators through illustrative, media-rich country cases.
Global | Evidence Synthesis | Health Outcomes | Social Determinants | Health Systems | Climate/Environment | Economics/Finance | Education/Labor | Health/Medicine | Science/Technology -
DataWeb Portal 2022Global Human Development Indicators: Country Profiles
This web portal, published by the United Nations Development Programme (UNDP), provides the most recent …
This web portal, published by the United Nations Development Programme (UNDP), provides the most recent human development data for countries across the world. Topics examined range from health and education, to poverty and human security. Each online country profile also links to a downloadable data table and a briefing note for its country. The Human Development Report Office releases five indices each year: the Human Development Index (HDI), the Inequality-Adjusted Human Development Index (IHDI), the…
Global | Evidence Synthesis | Health Outcomes | Social Determinants | Health Systems | Climate/Environment | Economics/Finance | Education/Labor | Health/Medicine | Science/Technology -
ReportPublication 2018Human Development Indices and Indicators: 2018 Statistical Update
This report from the United Nations Development Programme (UNDP) presents the latest reporting on key …
This report from the United Nations Development Programme (UNDP) presents the latest reporting on key human development indices and statistics. It provides a snapshot of current conditions and long-term trends and culminates with a comprehensive statistical annex of human development composite indices and indicators across several dimensions (e.g., health, education, poverty, and inequality). The publication emphasizes that while people are living longer and are more educated than ever before, this may not automatically translate to…
Global | Evidence Synthesis | Health Outcomes | Social Determinants | Health Systems | Climate/Environment | Economics/Finance | Education/Labor | Health/Medicine | Science/Technology