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Data is a powerful tool for problem solving but data can also be incomplete, out-of-date, and sensitive data. Complete these questions to help you weigh risks against benefits.
- Be sure to consult those who are most familiar with the data and its contents.
- Ask a wide variety of people to help anticipate risks.
- Be sure to ask those who are likely to be affected what level of risk is acceptable to them.
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Is what is represented in my data enough to understand the problem at hand? (If not, you need more data!)
What biases might underlie what is present in the data I am seeing? (There are always biases!)
How can I ensure these biases do not impact my analysis or are at the very least addressed? Do I need more or different data? Or do I need another set of eyes to review the data?
Is there any sensitive information in these data I should be aware about? If so, how can I protect its confidentiality?
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Having trouble with this exercise? Get in touch with us: hello@solvingpublicproblems.org