Before revision:   Our numerical results show that first-order term typically exhibits rather poor performance and that the second-order term significantly improves the approximation's accuracy.
After revision:  The asymptotic behavior of the corresponding Black-Scholes implied volatilities is also addressed. Our numerical results show that first-order term typically exhibits rather poor performance and that the second-order term significantly improves the approximation's accuracy.