Scottish, northern Irish and northern English origin. Could be patronymic from the name Roger. According to Ancestry.com, distributions of Rodgers families in England in 1891 were mostly in Yorkshire, Lancashire and Derbyshire. In Scotland for the same time period, they were mostly in Lanarkshire and Midlothian.