How Does the Size of a Block Affect the Probability of It Becoming Stale?

A larger block size increases the time required for the block to be fully propagated across the network. A longer propagation time increases the likelihood of two miners finding a block simultaneously or a selfish miner executing their attack, leading to a temporary fork and a higher probability of the block becoming stale.

Therefore, increasing the block size tends to increase the stale block rate.