v0.15.4 May 18, 2026
Blog post: Three popular leadership constructs through the lens of their actual scales
/blog/popular-leadership-constructs-actual-measurement/ — Walks psychological safety, authentic leadership, and situational judgment from construct claim down to the specific instruments that operationalize them (Edmondson's 7-item scale, the 16-item Authentic Leadership Questionnaire, SHL-style situational judgment tests).
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- **`/blog/popular-leadership-constructs-actual-measurement/`** — Walks psychological safety, authentic leadership, and situational judgment from construct claim down to the specific instruments that operationalize them (Edmondson's 7-item scale, the 16-item Authentic Leadership Questionnaire, SHL-style situational judgment tests). Each case shows what the validation evidence supports and what gets oversold when the construct is divorced from the scale.
- Primary kw `how to measure leadership` (US 60 vol, KD 2 per Ahrefs); adjacent kws `psychological safety scale` (KD 2), `authentic leadership questionnaire` (KD 0), `situational judgment test` (KD 9). Label: research.