With the exchange rate being around 1 to 100 it makes using US easy. But my rule of thumb is if the prices are in US pay US if they are in J use J. As to using your credit card I would only use it at your hotel and to withdraw from ATMs to avoid fraud. Also alert your bank or creditor that you are traveling to avoid possible denials.
