In a recent paper Smith proposes a solution to the longstanding problem of multivariate analysis with ordinal data, but it is argued that Smith has not dealt adequately with the question of empirically relevant interpretation and that the problem remains unsolved. It is proposed further that the fundamental difficulty obstructing work on the problem is the lack of a clear, precise formulation of multivariate ordinal relations and hypotheses.