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  • Step 1 - Initial Survey
  • Hi! Can you tell me some of the things that affect your quality of education?
  • Sure..
  • Initial survey
  • Step 2 - Find all factors affecting education quality
  • Let me quickly find the factors from these surveys
  • Initial survey
  • Initial survey
  • Step 3 - Detailed survey
  • Hi! Nice you see you again. Can you help answer these specific questions for me?
  • Sure..
  • Detailed survey
  • Citizen science volunteers survey a small random sample of students and teachers in the region to get a high level idea of the factors that affect quality education
  • Step 4 - Find top factors affecting education quality
  • Let me quickly combine the data from all the detailed surveys and create a list of top factors
  • Data analyst analyzes the qualitative surveys and find all the factors that are affecting quality of education in the region
  • Step 5 - Pick one factor and run A/B experiment
  • Citizen science volunteers now conduct a quantitative survey collecting data for specific factors identified from the Step 2. This survey is conducted over a larger random sample of students and teachers from the region
  • Step 6 - Apply solution at scale
  • Data analyst combines the data from all the detailed surveys and finds the top factors affecting the quality of education
  • Detailed survey
  • Detailed survey
  • Find a factor such as availability of toilet and run A/B experiments to provide evidence that the factor indeed effects the quality of education
  • School in experiment group A
  • School in experiment group B
  •  Share results with government and non-profits to make improvements at scale
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