The same distance on the map does not translate to the same time of opportunity costs that one may take 30 minutes in a large municipal city to take a metro and go to the pharmacy. The same distance on the map may take three hours for someone else in a less densely populated place with less metros and so on to go to the pharmacy, and after, they spend three hours to the pharmacy, it probably already close for the day.