Perceived performance and why it matters

In our quest to improve user experience, we often end up bloating websites with too much content, leading to performance issues. Slow websites are a pain, and studies have shown that up to 40% of users abandon pages that take three or more seconds to load. How can we improve performance, and how can we leverage perceived performance?