I used to be a volunteer junior firefighter as a teen (many of Long Island's fire departments are volunteer based). Fire engines were sent out on emergency calls because many times the situation calls for tools and equipment that ambulances don't carry. I doubt it was budget-related, considering nobody was on payroll.