CARACAS, Venezuela—Venezuela’s government, faced with looming hyperinflation, is planning to issue new bills in December with larger denominations—up to 200 times higher than the current biggest bill, according to people familiar with the plans.

The move marks an implicit acknowledgment by the government that skyrocketing prices have slashed the value of the currency.

The...