human resources in our firm are characterised by low role specialisation and broader role definitions

CITM_adee708bf014 · 1 source instrument · 1 surface variant

Normalized stem

human resources in our firm are characterised by low role specialisation and broader role definitions

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. Human resources in our firm are characterised by low role specialisation and broader role definitions.

Appears in

Managerial Cognition Scale

INST_02ef1c2f78ab

Human resources in our firm are characterised by low role specialisation and broader role definitions.

Programmatic access: this row is also available via the registry REST surface at /api/v1/items/CITM_adee708bf014 and via the MCP gateway as principia.items.lookup.