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“Drinking from the Firehose ”. Two Key Points. Visualization helps make sense of information But neither information nor visualization ….. imply that we will learn Avoid the illusion of learning. Three Key Questions. Targeting of Need Donor Coordination Recipient Feedback
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Two Key Points • Visualization helps make sense of information • But neither information nor visualization ….. imply that we will learn Avoid the illusion of learning
Three Key Questions • Targeting of Need • Donor Coordination • Recipient Feedback Where do information and visualization get us? The role of geocoding…
Targeting of Need Geocoding allows fund tracking at the sub-national level Does aid reach and help the neediest?
Targeting of Need How do we really know whether aid helps? Will visualizations mislead users?
Donor Coordination Do donors coordinate to target areas of need? Geographic clustering in areas of concentrated need …Spread out in areas of diffuse need
The Swarm Principle Is clustering inherently problematic? What is missing? ...cofinancing. else?
Recipient Feedback Geocoding makes possible leveraging the wisdom of crowds through decentralized citizen and NGO feedback
Recipient Feedback If you build it… will they really come? Locations, Incentives….not technology
Good, Better, Best Complexity of development: • Need for other types of information • Better information on aid and need over time • Methods for multiple variablesand identification of causal pathways Randomized Controlled Trials
The Illusion of Learning? • We’re betting on transparency and visualization • I’m on board But more information does not imply learning Visualization does not imply learning In the race for information, let’s take the time to learn