Yes. Stress is among one of the causes of sleep paralysis. However, it works both ways - stress can lead to sleep paralysis, and sleep paralysis can lead to stress. Therefore, you should try stress-relieving techniques, such as meditation, yoga, and even essential oil therapy before bed.