how fair or unfair are the procedures used to communicate performance feedback? how fair or unfair are the procedures used to determine pay…

CITM_0b225b8e4771 · 1 source instrument · 1 surface variant

Normalized stem

how fair or unfair are the procedures used to communicate performance feedback? how fair or unfair are the procedures used to determine pay raises? ar how fair or unfair are the procedures used to evaluate performance

Normalization rule (PRN-050): lowercase, strip non-word/space punctuation, collapse whitespace, trim. Used for fast dedup matching across the instrument corpus.

Normative benchmark

No normative benchmark yet for this item. Item-level norms require per-respondent response distributions; they populate from published norms where available and sharpen as anonymized, aggregated deployment responses are contributed (the benchmark flywheel).

Surface variants

The verbatim item text as it appeared in each source instrument. Cross-instrument variation is preserved here; the normalized form above is the dedup key.

  1. How fair or unfair are the procedures used to communicate performance feedback? How fair or unfair are the procedures used to determine pay raises? ar How fair or unfair are the procedures used to evaluate performance

Appears in

Procedural Justice

INST_123523fdc1a7

How fair or unfair are the procedures used to communicate performance feedback? How fair or unfair are the procedures used to determine pay raises? ar How fair or unfair are the procedures used to evaluate performance

Programmatic access: this row is also available via the registry REST surface at /api/v1/items/CITM_0b225b8e4771 and via the MCP gateway as principia.items.lookup.