Resources Repository
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Resource PortalWeb Portal, Teaching Resource 2024Millennium Mathematics Project (MMP)
The Millennium Mathematics Project (MMP), a collaboration between the Faculties of Mathematics and Education at the …
The Millennium Mathematics Project (MMP), a collaboration between the Faculties of Mathematics and Education at the University of Cambridge, is a maths education and outreach initiative for ages 3 to 19 and the general public. The focus is on increasing mathematical understanding, confidence and enjoyment, developing problem-solving skills, and promoting creative and imaginative approaches to maths. The project consists of a family of complementary programmes, including the NRICH website, Plus online mathematics magazine, Wild Maths, and…
Test Performance | Infectious Diseases | Probability/Bayes | Mathematical Models | Decision Analysis | Risk Analysis | Child/Nutrition | Environmental Health | Health/Medicine | Science/Technology | Europe | High School | College | Graphics/Visualization | Quantitative Literacy -
ArticlePublication 2017Changing the South African National ART Guidelines: The Role of Cost Modelling
This analysis was motivated by the South African Department of Health's request to assess the …
This analysis was motivated by the South African Department of Health's request to assess the cost implications of adopting sets of ART guidelines issued by the World Health Organization between 2010 and 2016.Using data from large South African ART clinics (n = 24,244 patients), projections of patients in need of ART, and cost data from bottom-up cost analyses, the authors constructed a population-level health-state transition model with 6-monthly transitions between health states depending on patients’ age,…
Costing Methods | Infectious Diseases | State-Transition | Health Systems | Clinical Care | Economics/Finance | Health/Medicine | Sub-Saharan Africa -
ArticlePublication 2017Revealed Willingness-to-Pay vs. Standard Cost-Effectiveness Thresholds
This study estimates the cost-effectiveness thresholds (CETs) of 16 HIV programs in South Africa. The …
This study estimates the cost-effectiveness thresholds (CETs) of 16 HIV programs in South Africa. The use of CETs based on a country’s income per capita has been criticized for not being grounded in theory or evidence, especially in low and middle-income countries (LMICs). An alternative has been produced for South Africa, based on estimates of life years saved and the country’s committed HIV budget. The authors used a previously -published optimization method to estimate CETs,…
Cost-Effectiveness Analysis | Infectious Diseases | Preferences/Values | Priority Setting/Ethics | Economics/Finance | Health/Medicine | Sub-Saharan Africa -
ArticlePublication 2017Costs of Facility-Based HIV Testing in Malawi, Zambia and Zimbabwe
Providing HIV testing at health facilities remains the most common approach to ensuring access to …
Providing HIV testing at health facilities remains the most common approach to ensuring access to HIV treatment and prevention services for the millions of undiagnosed HIV-infected individuals in sub-Saharan Africa. The authors sought to explore the costs of providing these services across three southern African countries with high HIV burden.Primary costing studies were undertaken in 54 health facilities providing HIV testing services (HTS) in Malawi, Zambia and Zimbabwe. Routinely collected monitoring and evaluation data for…
Costing Methods | Infectious Diseases | Technology Assessment | Health Systems | Clinical Care | Health/Medicine | Sub-Saharan Africa -
ArticlePublication 2017Cost Determinants of Routine Infant Immunization Services
The EPIC study collected data on routine infant immunization costs from Benin, Ghana, Honduras, Moldova, …
The EPIC study collected data on routine infant immunization costs from Benin, Ghana, Honduras, Moldova, Uganda, Zambia, using a standardized approach. The authors estimated how costs were distributed across budget categories and programmatic activities, and investigated how the cost structure of immunization sites varied by country and site characteristics. For each country, the economic costs of infant immunization were estimated by administrative level, budget category, and programmatic activity from a program perspective. Regression models were…
Costing Methods | Infectious Diseases | Child/Nutrition | Health Systems | Economics/Finance | Health/Medicine | Sub-Saharan Africa | Latin America & Caribbean -
Tools/ModelsPublication, Teaching Resource 2017Publicly Available Software Tools for Decision-Makers During an Emergent Epidemic
Epidemics and emerging infectious diseases are becoming an increasing threat to global populations-challenging public health …
Epidemics and emerging infectious diseases are becoming an increasing threat to global populations-challenging public health practitioners, decision makers and researchers to plan, prepare, identify and respond to outbreaks in near real-timeframes. The aim of this research is to evaluate the range of public domain and freely available software epidemic modelling tools. Twenty freely utilizable software tools underwent assessment of software usability, utility and key functionalities. Stochastic and agent based tools were found to be highly…
Dynamic Simulation | Infectious Diseases | Mathematical Models | Dynamic Transmission | Health Systems | Climate/Environment | Health/Medicine | Science/Technology | Global | Graduate | Doctoral | Professional | Quantitative Literacy -
ArticlePublication 2017Using Data-Driven Agent-Based Models to Forecast Emerging Infectious Diseases
This paper describes an agent-based model framework developed to forecast the 2014-15 Ebola epidemic, which …
This paper describes an agent-based model framework developed to forecast the 2014-15 Ebola epidemic, which was subsequently used in the Ebola forecasting challenge. Producing timely and reliable forecasts for an epidemic of an emerging infectious disease is a challenge. Epidemiologists and policy makers have to deal with poor data quality, limited understanding of the disease dynamics, a rapidly changing social environment and the uncertainty around the effects of various interventions in place. In this setting,…
Dynamic Simulation | Infectious Diseases | Microsimulation | Calibration/Validation | Health/Medicine | Sub-Saharan Africa -
ArticlePublication 2017Designing an Optimal HIV Programme for South Africa
This 2017 study compares the traditional and a novel method of comparing cost-effectiveness interventions in …
This 2017 study compares the traditional and a novel method of comparing cost-effectiveness interventions in the context of HIV in South Africa, using a modeling approach. The authors argue that the assumptions of a) independence of interventions, and b) linear scale-up effects do not hold because South Africa has a large domestically funded HIV program with highly saturated coverage levels. The authors therefore aim to better allocate resources for HIV interventions in South Africa when…
Cost-Effectiveness Analysis | Infectious Diseases | Priority Setting/Ethics | Mathematical Models | Operations Research | Health Systems | Economics/Finance | Health/Medicine | Sub-Saharan Africa -
ArticlePublication 2017Household Expenditures on Pneumonia and Diarrhoea Treatment
This article, published in BMJ Global Health, quantifies household out-of-pocket (OOP) expenditure for treatment of …
This article, published in BMJ Global Health, quantifies household out-of-pocket (OOP) expenditure for treatment of childhood pneumonia and diarrhoea and estimates its impact on poverty for different socioeconomic groups in Ethiopia. The study finds that wealthier and urban households have higher OOP payments, but poorer and rural households are more likely to be impoverished due to medical payments. The present circumstances call for revisiting the existing health financing strategy for high-priority services that place a…
Costing Methods | Infectious Diseases | Child/Nutrition | Health Systems | Health/Medicine | Sub-Saharan Africa