A data processing system includes a controller configured to receive a first encoded data item and a write request from a host, the first encoded data item being encoded based on a hamming code. The controller is further configured to store the first encoded data item in a write buffer, decode the first encoded data item stored in the write buffer based on the hamming code to detect and correct a first error in the first encoded data item to obtain a first error-corrected data item, encode the first error-corrected data item based on an error correction code to generate a second encoded data item, and transmit the second encoded data item to program the second encoded data item in a non-volatile memory device.