You have to "confirm" the shipment on Amazon before they actually will charge the customers credit or debit card. Once they charge the card the payment will show up in your payments account and then you could withdraw it. Remember you are required to ship within 2 business days from when the order is placed.
Yes it is otherwise if your dropshipping was to drop the ball then you are the one responsible. Then you may receive negative feedback from your buyers.