Candidates turning down an offer after accepting is more likely to happen to a small company than to a large one. It's always hard to leave the job one loves for a job one thinks they'll love, it's harder when uncertainty of a start-up enters the mix. On the other hand, it's a lot easier for a start-up to make a candidate feel wanted (because that's actually the case).
