Based on the data provided, there is sufficient evidence to conclude that the distribution of blood types among the island population is different from that which occurs in the general population. The random sampling yielded counts of 77 O, 85 A, 23 B, and 15 AB, which is significantly different from the proportions of 46% O, 40% A, 10% B, and 4% AB which is seen in the general population. This suggests that the distribution of blood types among the island population is not the same as the one seen in the general population.
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