Principia

Principia CC — Procedural Justice

Principia (generated) · 2026 · Procedural Justice — the perceived fairness of the procedures used to decide outcomes

Principia CC Instrument · license CC0-1.0 · calibration pending
L1-generated (PRN-157): LLM-authored from construct + design rules + public-domain exemplars; passed the item-quality linter (≥B) + anti-derivative novelty gate. NOT yet empirically calibrated (PRN-158). Design-quality gated, not yet empirically validated — reliability and validity are earned from data. Pilot it via POST /api/v1/methods/item-calibration to calibrate.

Anatomy

Principia CC —Procedural JusticeI feel that the procedures used…I often question the fairness o…The rules for decisions seem in…I believe my input is valued in…I think some people are favored…ProceduralJusticecontainsmeasuresitems
Fig. Principia CC — Procedural Justice → its items → the construct(s) they measure. Click a construct to follow it.

Measures this construct

Items

Each item shows its design grade (item-quality linter) and keying. Discrimination/difficulty appear once the instrument is calibrated on pilot data.

  1. I feel that the procedures used are fair to everyone. grade A (positive-keyed)
  2. I often question the fairness of how decisions are made. grade A (reverse-keyed)
  3. The rules for decisions seem inconsistent to me. grade A (reverse-keyed)
  4. I believe my input is valued in decision-making processes. grade A (positive-keyed)
  5. I think some people are favored unfairly in the process. grade A (reverse-keyed)
  6. I trust that procedures are applied consistently to all. grade B (positive-keyed)
  7. The decision-making process feels arbitrary at times. grade A (reverse-keyed)
  8. I feel informed about how decisions are reached. grade A (positive-keyed)
  9. I often feel left out of the decision-making process. grade A (reverse-keyed)

Reliability & validity

Reliability
Not recorded
Validity
Not recorded

Items measuring this instrument

No canonical survey items linked to this instrument yet. Item-level dedup (PRN-050) derives canonical items from instruments that carry sample_items[]; coverage fills as the curator enriches instrument rows with item text.

Cited in

Citation linkage pending — no citations carry an explicit linked_entities.instruments reference to this row yet. See the general citation search for keyword matches.