Is there any reason new IPO applicants seem to receive allotments more frequently?

I’ve noticed that people who have recently started applying for IPOs sometimes seem to get allotments more often than those who have been applying regularly for a long time. Is there any mechanism in the IPO allotment process that could cause this, or is allotment completely random and this is just a coincidence caused by probability?