The RECFM parameter specifies the record format for datasets in JCL. Common values include F (fixed), FB (fixed blocked), V (variable), VB (variable blocked). RECORG is for VSAM datasets, STORCLAS is for storage class, and RECFM is the correct parameter for record format specification.