A recently proposed framework for analytical figures of merit for nth-
order data is discussed. A simple proof is provided that shows that fo
r calculation of these performance characteristics the data is unfolde
d to a vector (1st-order data). In doing so the special structure of t
he data is not respected, which <(may)under bar> lead to inconsistenci
es. The practical and theoretical implications of this observation are
outlined. Theoretical ideas are illustrated with respect to a recentl
y published application of excitation-emission fluorescence spectrosco
py.