Do variations in measures of any physical dimension and variations in measures of the muscular strength, anxiety or mathematical ability of a person stem from the same psychometric construct, and do they have the same statistical characteristics? Is there more than one way of assessing the difference (X-Y), between two distinct measures in the same person? Are different estimating functions of the standard error of measurement all equivalent? The authors inquire into these seemingly innocuous questions.