I frequently drop out of MOOCs because:
- it wasn't the right level (too easy or too hard)
- I didn't like the style of it
- I didn't have the time to put into it
- there were too many other interesting MOOCs competing for my time
MOOCs let me evaluate this after I've enrolled (and been counted as a enrollment statistic).