In March 1944, Simpson was attached to the Landing force within 3rd Marine Division and took part in Landing on Emirau, which met no resistance. He was promoted to the rank of lieutenant colonel in April 1944 and ordered back to the States one month later. Upon his return stateside, Simpson was ordered to the Infantry course at Command and Staff College at Fort Leavenworth, Kansas and graduated in November of that year.