it means 'scrooge', and '짠돌이야' is similar

Maybe if there are some people who don't want to spend their money to save even when they have to spend it, we would call them 구두쇠... But 구두쇠 sound like bad, so if you want to use this word to someone else, I think you have to consider to use this word...