Analytics Pipelines

Analysis for policy involves developing workflows to link tasks. Analytics pipelines are developed around malaria intelligence assets in a few steps:

• Malaria Intelligence – Develop quantitative estimates of the quantities that affect the outcomes of malaria policies: mosquito ecology; human demography and care-seeking behavior; health systems; malaria transmission intensity and its seasonality and stability over time; and any other relevant information.

• Simple Analytics – Develop a policy analysis

  • Build and calibrate a model

  • Estimate effect sizes

  • Construct a forecast

  • Scenario planning

• Ensemble Analysis – Replicate the analysis, each time varying the models and parameters to create