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I think coefficient of all independent variables should change in same direction, if a fixed effect assumption is used, the following are my results. They change in different direction, what's the problem? By the way, when I add one more control variable (agglomeration effect), the coefficient also change in different direction. It's weird. enter image description here

Randel
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Nancy Wang
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