As someone who lived at Corona for a few years I am not surprised as the daily exposure to number of strangers for the residents is probably also one of the highest. The neighborhood is composed of mostly people who cannot work from home (restaurant workers and delivery agents who work in Manhattan). It has a very close proximity to the crowded 7 train and relatively cheap rent in the surrounding area.
Edit: grammar.