Resources Repository
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ArticlePublication 2017Likelihood Approach for Calibration of Stochastic Epidemic Models
Stochastic transmission dynamic models are especially useful for studying the early emergence of novel pathogens …
Stochastic transmission dynamic models are especially useful for studying the early emergence of novel pathogens given the importance of chance events when the number of infectious individuals is small. However, methods for parameter estimation and prediction for these types of stochastic models remain limited. This paper describes a calibration and prediction framework for stochastic compartmental transmission models of epidemics. The proposed method applies a linear noise approximation to describe the size of the fluctuations, and…
Dynamic Simulation | Calibration/Validation | Global | Health Systems | Dynamic Transmission | Infectious Diseases | Health/Medicine -
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…
Calibration/Validation | Global | Health Systems | Health Outcomes | Mathematical Models | Microsimulation | Maternal/Reproductive Health | Clinical Care | Health/Medicine -
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…
Calibration/Validation | Global | Health Systems | Health Outcomes | Evidence Synthesis | Microsimulation | Maternal/Reproductive Health | Clinical Care | 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…
Costing Methods | Global | Health Systems | Evidence Synthesis | Cost-Effectiveness Analysis | Infectious Diseases | Chronic Disease/Risk | Economics/Finance | Health/Medicine -
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 | Health Systems | Priority Setting/Ethics | Health Outcomes | Microsimulation | Chronic Disease/Risk -
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 Systems | Health Outcomes | Microsimulation | Chronic Disease/Risk | Clinical Care -
ArticlePublication 2017When Cost-Effective Interventions Are Unaffordable
Many health interventions deemed cost-effective are not affordable. Despite the importance of affordability to policymakers, …
Many health interventions deemed cost-effective are not affordable. Despite the importance of affordability to policymakers, little of the cost-effectiveness literature in global health addresses this issue. Budget impact analysis (BIA) describes an intervention's short-term costs and savings from the payer's perspective. This paper assesses the current use of budget impact analysis (BIA) and cost-effectiveness analysis (CEA) in health economic assessments conducted for low- and middle-income countries (LMICs). The authors recommend steps researchers and policymakers can…
Costing Methods | Global | Health Systems | Priority Setting/Ethics | Cost-Effectiveness Analysis | Infectious Diseases | Chronic Disease/Risk | Economics/Finance | Government/Law | Health/Medicine | Science/Technology -
ArticlePublication 2016Reproductive, Maternal, Newborn, and Child Health: Key Messages from DCP3
As part of the Disease Control Priorities, Third Edition, the World Bank has published a …
As part of the Disease Control Priorities, Third Edition, the World Bank has published a volume on Reproductive, Maternal, Newborn and Child Health that identifies essential cost-effective health interventions that can be scaled-up now to reduce maternal, newborn and child deaths, and stillbirths. This article summarizes the key findings and estimates the impact and cost of expanded implementation of these interventions. Scaling up all preventive and therapeutic health interventions in these integrated packages from current…
Costing Methods | Global | Health Systems | Cost-Effectiveness Analysis | Maternal/Reproductive Health | Child/Nutrition | Health/Medicine -
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.…
Costing Methods | Global | Health Systems | Priority Setting/Ethics | Maternal/Reproductive Health | Child/Nutrition | Economics/Finance | Health/Medicine