Resources Repository
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ArticlePublication 2022Economic Value of Clinical Artificial Intelligence
Artificial intelligence (AI) is increasingly used in clinical applications. Nevertheless, its flexibility and difficulties around …
Artificial intelligence (AI) is increasingly used in clinical applications. Nevertheless, its flexibility and difficulties around collecting data on its clinical impacts make value assessment challenging. This article uses a value framework as the basis for assessing how AI may create value depending on how it is used. Authors also provide advice to health economists seeking to model AI’s clinical impacts. There are multiple ways that AI challenges traditional health technology assessment methodology. Authors highlight several…
Value of Information | Global | Technology Assessment | Economics/Finance | Science/Technology -
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…
Evidence Synthesis | Global | Costing Methods | Cost-Effectiveness Analysis | Infectious Diseases | Chronic Disease/Risk | Health Systems | Economics/Finance | Health/Medicine -
ArticlePublication 2021New Microsimulation Models to Inform Cervical Cancer Control
Health decision models consider the lifetime natural history of human papillomavirus (HPV) infection and pathogenesis …
Health decision models consider the lifetime natural history of human papillomavirus (HPV) infection and pathogenesis of cervical cancer, and estimate the long-term impact of preventive interventions. We propose a new health decision modeling framework that de-emphasizes previously used cytologic-colposcopic-histologic diagnoses, which are subjective and lack reproducibility, relying instead on HPV type and duration of infection as the major determinants of model transition probabilities. We posit that new model health states and corollary transitions are universal,…
Calibration/Validation | Global | Mathematical Models | Microsimulation | Decision Analysis | Cost-Effectiveness Analysis | Infectious Diseases -
ArticlePublication 2020Impact of Treatment and Imaging Modalities on 5-Year Net Survival of 11 Cancers in 200 Countries
This analysis describes the development of a microsimulation model of stage-specific cancer survival in 200 …
This analysis describes the development of a microsimulation model of stage-specific cancer survival in 200 countries/territories for 11 cancers (oesophagus, stomach, colon, rectum, anus, liver, pancreas, lung, breast, cervix uteri, and prostate). The paper estimated current 5-year net survival for diagnosed cancers in each country and potential survival gains from increasing the availability of individual treatment and imaging modalities, and more comprehensive packages of scale-up. Global 5-year net survival for all 11 cancers (combined) is…
Calibration/Validation | Global | Priority Setting/Ethics | Health Outcomes | Microsimulation | Chronic Disease/Risk | Health Systems -
ArticlePublication 2021Impact of Treatment and Imaging Modalities on Global Breast Cancer Survival
This analysis used a microsimulation model of global cancer survival to simulate 5-year net survival …
This analysis used a microsimulation model of global cancer survival to simulate 5-year net survival for women with newly diagnosed breast cancer in 200 countries/territories in 2018, accounting for the availability and stage-specific survival impact of specific treatment modalities (chemotherapy, radiotherapy, surgery, and targeted therapy), imaging modalities (ultrasound, x-ray, CT, MRI, PET, and single-photon emission computed tomography [SPECT]), and quality of cancer care. The model was calibrated to empirical data on 5-year net breast cancer…
Calibration/Validation | Global | Health Outcomes | Microsimulation | Chronic Disease/Risk | Health Systems | Clinical Care -
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 | Global | Priority Setting/Ethics | Cost-Effectiveness Analysis | Chronic Disease/Risk | 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…
Evidence Synthesis | Global | Health Outcomes | Social Determinants | Health Systems | Climate/Environment | Economics/Finance | Education/Labor | Health/Medicine | Science/Technology | Asia & Pacific -
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…
Evidence Synthesis | Global | Health Outcomes | Social Determinants | Health Systems | Climate/Environment | Economics/Finance | Education/Labor | Health/Medicine | 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…
Evidence Synthesis | Global | Health Outcomes | Social Determinants | Health Systems | Climate/Environment | Economics/Finance | Education/Labor | Health/Medicine | Science/Technology