Dealer bust rates significantly influence blackjack player strategy by informing decisions based on the likelihood of the dealer failing to achieve a winning hand. Players adjust their actions according to the dealer's upcard, adopting more aggressive strategies when facing high bust probabilities (such as with a dealer showing 4, 5, or 6) and being more cautious against strong cards (like 10 or an ace).