What to Do If Emergency Services Are Needed?

I recently found myself in a situation where someone might have needed emergency assistance, but I hesitated because I wasn't sure whether the situation was serious enough to call for help. I didn't want to overreact, but I also didn't want to waste valuable time if someone was in danger. How do you know when emergency services are needed, and what should I do in that situation?