Second question: I spent some time with the psych package trying to
figure out how to use the score.items() function, and it's become
clear to me that I don't understand what it's doing. I assumed that
setting a key equal to -1 would result in the item being reverse
scored, but I get weird results, as shown below. When I try to reverse
score (by setting a value of -1 in the key), I get scale scores that
don't add up (e.g., the mean score is reported as being larger than
the maximum item score). How is the score.items() function intended to
be used? Do I need to reverse score items before using score.items()?