There's no problem with a n=15 study, the problem is that there isn't a proper effective process that aggregates these small studies and the designs and conducts n=1000 ones. What we have instead is academic peacocking. (Grant applications judged by other scientists who are also at the same time in the grant game.)

Of course this is somewhat a necessary consequence of having academic freedom.