Resources Repository
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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…
Health Outcomes | Health/Medicine | Education/Labor | Global | Evidence Synthesis | Social Determinants | Health Systems | Climate/Environment | Economics/Finance | Science/Technology -
ReportPublication 2019Human Development Report 2019: Beyond Income, Beyond Averages, Beyond Today
This 2019 Human Development Report, published annually by the United Nations Development Programme (UNDP), explores …
This 2019 Human Development Report, published annually by the United Nations Development Programme (UNDP), explores the contemporary nature of inequalities in human development. Additional resources include digital versions and translations of the Report and the overview in more than 10 languages, an interactive web version of the Report, a set of background papers and think pieces commissioned for the Report, interactive data visualizations and databases of human development indicators, full explanations of the sources and…
Health Outcomes | Health/Medicine | Education/Labor | Global | Evidence Synthesis | Social Determinants | Health Systems | Climate/Environment | Economics/Finance | Science/Technology -
ArticlePublication 2014Cost-Effectiveness of Female HPV Vaccination in 179 Countries: A PRIME Modelling Study
The authors present a simple generic model, Papillomavirus Rapid Interface for Modelling and Economics (PRIME), …
The authors present a simple generic model, Papillomavirus Rapid Interface for Modelling and Economics (PRIME), used to assess cost-effectiveness and health effects of vaccination of girls against HPV before sexual debut in terms of burden of cervical cancer and mortality. The PRIME models incidence according to proposed vaccine efficacy against HPV 16/18, vaccine coverage, cervical cancer incidence and mortality, and HPV type distribution. It assumes lifelong vaccine protection and no changes to other screening programs…
Health Outcomes | Health/Medicine | Latin America & Caribbean | Global | Mathematical Models | Calibration/Validation | Cost-Effectiveness Analysis | Infectious Diseases | Chronic Disease/Risk | Health Systems | Sub-Saharan Africa | Middle East & North Africa | Asia & Pacific -
ArticlePublication 2024GBD Study 2021 Estimates: Implications for Health Policy & Research
The article discusses findings from the Global Burden of Diseases, Injuries, and Risk Factors Study …
The article discusses findings from the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021, published in The Lancet, which presents estimates of disease burden worldwide from 1990 to 2021. Despite an overall increase in global disability-adjusted life years (DALYs), age-standardized rates have decreased, particularly for communicable diseases like HIV/AIDS and diarrheal diseases. Post-COVID-19 impacts, including long COVID, are highlighted. GBD aids in tracking progress towards global health goals but its iterative nature…
Health Outcomes | Health/Medicine | Global -
ArticlePublication 2023Simulation-Based Comparative Effectiveness Analysis of Policies to Improve Global Maternal Health Outcomes
The Sustainable Development Goals include a target to reduce the global maternal mortality ratio (MMR) …
The Sustainable Development Goals include a target to reduce the global maternal mortality ratio (MMR) to less than 70 maternal deaths per 100,000 live births by 2030, with no individual country exceeding 140. However, on current trends the goals are unlikely to be met. The authors used an empirically calibrated Global Maternal Health microsimulation model, which simulates individual women in 200 countries and territories to evaluate the impact of different interventions and strategies from 2022…
Health Outcomes | Health/Medicine | Global | Mathematical Models | Microsimulation | Calibration/Validation | Maternal/Reproductive Health | Health Systems | Clinical Care -
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…
Health Outcomes | Health/Medicine | Global | Evidence Synthesis | Microsimulation | Calibration/Validation | Maternal/Reproductive Health | Health Systems | Clinical Care -
ArticlePublication 2021Racial and Ethnic Inequities in the Early Distribution of U.S. COVID-19 Testing Sites and Mortality
In 2020, U.S. COVID-19 testing sites were pivotal not just for diagnosis but also to …
In 2020, U.S. COVID-19 testing sites were pivotal not just for diagnosis but also to provide data that would contribute to understanding transmission. This research explored how these sites were distributed in relation to racial and ethnic demographics and its connection to observed disparities in COVID-19 outcomes. Data from mid-April to late May 2020 revealed that testing sites were not equally distributed among racial groups. Specifically, there was an overrepresentation of testing sites in areas…
Health Outcomes | Health/Medicine | North America | Test Performance | Infectious Diseases | Social Determinants | Policy/Regulation | Culture/Society | Science/Technology -
ArticlePublication 2023Single-Arm Trial Design Estimates Efficacy
Studies to confirm the efficacy of a single HPV vaccine dose, of vaccine durability, and …
Studies to confirm the efficacy of a single HPV vaccine dose, of vaccine durability, and of vaccination modifications are needed, but randomized controlled trials are costly and face logistical and ethical challenges. In this study, the authors demonstrate proof-of-principle that a single-arm design yields valid estimates with similar precision to a randomized controlled trial.
Health Outcomes | Health/Medicine | Global | Infectious Diseases | Maternal/Reproductive Health | Policy/Regulation -
ArticlePublication 2022Spatial-Mechanistic Model to Estimate Sub-National Tuberculosis Burden in Brazilian Municipalities
Reliable subnational estimates of TB incidence are needed to focus disease control resources in areas …
Reliable subnational estimates of TB incidence are needed to focus disease control resources in areas of highest need. This study developed an approach for generating small area estimates of TB incidence, and the fraction of individuals missed by routine case detection, based on available notification and mortality data. The approach is demonstrated by estimating TB outcomes for 5568 municipalities in Brazil, revealing substantial subnational differences in disease burden and other metrics useful for designing high-impact…
Health Outcomes | Health/Medicine | Latin America & Caribbean | Mathematical Models | Infectious Diseases