A researcher has some survey data from the heads of22families.He has dichotomized his sample into"Old"and"Young"and into"Republican"and"Democrat."

1. Which test (or measure of association) should he use to determine which variable is the better predictor of the other, i.e. make less errors in guessing the outcome?

I know the answer is either Chi Square or Phi, but not sure which one.