In this paper, we introduce the idea of deferred statistical convergence using fractional difference operator of order β for the sequence of fuzzy numbers. Also, we establish some relations between this idea and the strong deferred-summable fractional difference sequences of fuzzy numbers. As an application, we apply the idea of newly defined statistical convergence for proving fuzzy Korovkin-type approximation theorem.