A few more ideas to speed up the data collection process:
*Try to go where lots of people are and ask them to fill out your survey on the spot- if possible- works best for non-clinical populations and/or for those studies with easy to complete surveys. Tap into all your communities- family, friends, neighbors, church or [...]