PR in running stands for Personal Record, which is the fastest time a runner has achieved in a specific distance. PRs can serve as a benchmark for progress and motivation, pushing runners to improve their performance. Achieving a new PR can boost confidence and provide a sense of accomplishment, driving runners to set new goals and continue pushing their limits.