THE CENTRAL IDEA
Different personality models may divide related content differently; their scores are not interchangeable merely because some labels sound alike.
The substantive question
Ashton and Lee examined how Big Five measures captured variance in HEXACO scales. This is the kind of direct comparison needed when two frameworks appear to overlap. Similar names can conceal differences in item coverage, while different names can describe substantially related tendencies. A marketing claim that one model simply contains another would require much more careful evidence.
MSDC separates fair dealing from interpersonal patience and distinguishes emotional sensitivity from the recovery-oriented emotional steadiness proposed in MFTP. A participant can need reassurance and also recover quickly after an ordinary setback. Another can experience little need for reassurance while continuing to hold a grievance. These combinations are conceptually possible because the proposed domains ask different questions. Their actual relationships must be examined in data. The same principle applies to deliberate care and open inquiry: they can coexist, and neither should be treated as the opposite of the other. A six-part chart is a proposed organization of content, not a discovery made by the report generator.
A worked interpretation
Suppose someone receives strong self-endorsement for both sensitivity and patience. It would be misleading to describe that person as emotionally unstable because sensitivity includes concern and attachment. It would also be misleading to assume they never feel anger because patience concerns how they respond to interpersonal friction.
A careful reader can compare the definitions and ask which situations each score summarizes. If the goal is to compare MSDC with an established measure, a research study should administer both under suitable permissions, preregister expected overlaps and differences, and examine uncertainty. A visual resemblance between two profiles would be an insufficient basis for a conversion table or a claim of equivalence.
A question worth testing
A joint comparison with MFTP would need to preserve the different emotional definitions. Reversing a sensitivity score would not automatically create steadiness, because needing connection and recovering from frustration are not logical opposites. The same caution applies to fair dealing and cooperation. A mapping between instruments should be estimated from appropriate data and interpreted through content, rather than constructed from similar-looking labels or a convenient chart.
How we would evaluate MSDC
The MSDC structural study would pay special attention to fair dealing and interpersonal patience. Both can involve consideration for others, but they ask different questions: whether an advantage is acceptable and how a person responds to friction. Researchers would compare a model that separates these contents with one that groups them together. They should inspect the actual items responsible for overlap, because repeated references to everyday disagreement could create a shared situation factor without establishing a broader character trait.
Emotional sensitivity poses another structural test. Concern about uncertainty, valuing reassurance, and responding to separation might not behave as a single narrow dimension in the intended sample. If they diverge, the team should examine whether a broad summary remains interpretable or whether the content needs narrowing. It should not reverse or relabel the score merely to align it with a different model's emotional domain. A separate evaluation sample would then test the revised proposal. The resulting structure could differ from the original six-part design without invalidating the value of careful reflection. What would fail is a public claim that the present domains were empirically established before such comparison and revision had occurred.
Points to carry forward
- Compare construct content before comparing score names.
- Published findings concern the cited constructs and instruments; they do not establish properties of this development form.
Where the evidence stops
No conversion from MSDC to Big Five or HEXACO scores is available.
No empirical reliability estimates, validation results, population norms, or demonstrated outcomes are available for this Machiavelli version.
The cited literature informs our original framework. Read the current evidence status and intended use alongside this guide.
REFERENCES / FOLLOW THE ORIGINAL EVIDENCE