The Short Version
The claim is not supported by evidence. Credible sources describe black-cat “bad luck” as a superstition rooted in folklore, not as an empirically demonstrated effect, and some cultures interpret the same encounter as good luck. That means the statement presents a cultural belief as if it were a real causal fact.