Note:
The sentence should be: "These studies are often expensive, difficult to conduct, and have lots of trouble
with drop outs."
The mistake was in the original and does not belong to CUTECANUTE.
The sentence means that for whatever reason (moving out of the area, losing interest) some people drop out of the program.
http://www.cmh.edu/stats/definitions/longitudinal.htm
8)