Harrison was Governor-General of the Philippines from 1913 to 1921 and advocated for and oversaw the process of Filipinization, or the transfer of authority to Filipinos in the United States territory's Insular Government to better prepare for independence.
Under his administration, the Governor-General's Spanish-era mansion called Malacañan Palace was expanded with the construction of an executive building.