To find out how much more Karl spent this week than last week, we subtract the amount he spent last week from the amount he spent this week.
This week: $72.78
Last week: $58.34
Now, we perform the subtraction:
\[ 72.78 - 58.34 = 14.44 \]
Karl spent $14.44 more this week than last week on groceries.