The first-time homebuyer share of home sales has trended downward in recent years, though not necessarily due to a lack of demand from potential buyers, according to some industry analysts. One of the biggest drags on purchases by first-time homebuyers appears to be a lack of starter homes for sale, according to analysts at Capital Economics.