Using an iterator does not provide a performance improvement for the removeFirstHalf function in either ArrayList or LinkedList implementations. The reason is that removing an element using an iterator still takes linear time, just like the regular remove. method. The iterator needs to traverse the list to locate the element to be removed, leading to O$($n$)$ time complexity in both ArrayList and LinkedList scenarios.