Relationships · Categorical data

Effect Magnitude Before Significance

What is the size of the difference, on a scale a policy audience can understand?

Page 1 of 7 · Big Picture

The big picture: Effect Magnitude Before Significance

How large is the difference in proportions?

Why a policy analyst should care

Policy decisions depend on how large a difference is, not merely whether a large sample can detect it.

Follow the idea from the opening question to a practical decision. These are the conceptual moves this module will develop:

1 Question How large is the difference?
2 Explore One comparison on three scales
3 Formalize Risk difference, risk ratio, and odds ratio
4 Transfer Interpret a national change

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