•Raw Coefficients:
Change in log odds per unit change in X

•Show direction

•Magnitude is hard to interpret

•Odds Ratios:
Multiplicative change in odds per unit change in X

•OR > 1 = positive effect, OR < 1 = negative

•Operates multiplicatively.
Effect of 2-point change is found by multiplying twice

•Percentage change in odds per unit change

(OR-1)*100%.