To me, massive oak is a staircase with treads made from a single piece of oak without joints. Likewise for risers. A stave-glued one has several small pieces glued together into a tread and a riser. Compare with parquet. When stave-gluing, you can select the fine pieces and saw away the blemishes. A massive staircase demands higher quality oak to start with and should therefore be more expensive.
