Johan Randulf Rogge (16 June 1859 – ??) was a Norwegian politician for the Coalition Party.
He was elected to the Norwegian Parliament in 1907, representing the constituency Nygaard in Bergen.
He worked as a merchant there, and was a member of Bergen city council for several years.