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What are the pros and cons of aggregating data to have a higher level of analysis? Under which conditions would aggregation be the preferred approach

What are the pros and cons of aggregating data to have a higher level of analysis? Under which conditions would aggregation be the preferred approach to handling the impact evaluation data?

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