You can gear a policy to help with GDP growth or with unemployment. Which do you choose?
(For the sake of argument, assume that the relative improvement is approximately the same, on whatever scale you choose to use)
And what if the policy which helped unemployment would damage GDP?
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Both GDP and the unemployment rate are highly flawed. Both are terrible measures in my opinion.