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Mobile Data Integrity


      Paul Goodman
     Analyst, Development Seed
     MA Candidate, UC Berkeley
Scoping
Three Key Elements
1. Design
2. Training
3. Implementation
Design
Start with indigenous data work鍖ows


Ensure that your partners take ownership


Design for openness


Abstract to protect the identity of citizens


Document everything
Training
Build from existing knowledge

Talk concepts before touching a UI

Spell out risks and empower your team

Document everything
Implementation
Listen


Rely on your partners


Expose your data


Iterate


Train and retrain
Thank You

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