When Governor Joseph Taylor Robinson resigned from office on 10 March1913, Oldham became Governor of Arkansas. Oldham served for six days, then turned his office over to the newly elected president of the Senate, Junius Marion Futrell, who himself was only acting governor for four months.
Oldham retired from public service and returned to farming.