On location, consider discriminating by repeating versus non-repeating flow. Repeat flow tends to encourage good food. If you fuck up the food, you go out of business. Non-repeating flow encourages tourist traps.

I'd be curious about the article's study being re-run with a dummy variable for predominantly commuter versus tourist train stations.