A study from the Wall Street Journal shows that the NFL's replacement officials are more accurate than perceived, but that they are far slower than the permanent crew.

Only 31% of challenged calls have been overturned, which is down from 52% last season and 42% in 2010.

The indecision from officials has contributed to games lasting six minutes longer, up to three hours and 13 minutes.