Yes. There is plenty of convincing evidence that late evening screen use does indeed lead to poorer sleep quality. Research suggests that using a screen in the hour or two before bedtime use can suppress melatonin production, increase the amount of time it takes you to get to sleep, reduce the amount of REM sleep you're getting, and lead to grogginess the next morning.