The fear of escalators is called "Escalaphobia." Yes, some people have a fear of stepping onto escalators.

This incident might explain what people are afraid would happen when they step onto the "moving staircase." The escalator actually reverses direction!

Note the number of people still trying to go up when the escalator clearly is going down.