Recipe video above. This is just a great, simple chicken drumsticks recipe you can get in the oven quickly. Tossed in a 3-ingredient, barbecue rub-like seasoning, they're beautifully crispy thanks to a touch of baking powder, a tried and proven secret ingredient in my Truly Crispy Baked Chicken Wings recipe!