the use of our product requires a major learning effort by existing customers

CITM_a2b5bf97c686 · 1 source instrument · 1 surface variant

Normalized stem

the use of our product requires a major learning effort by existing customers

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. The use of our product requires a major learning effort by existing customers.

Appears in

Market Innovation Scale

INST_4f3f9316c62f

The use of our product requires a major learning effort by existing customers.

Programmatic access: this row is also available via the registry REST surface at /api/v1/items/CITM_a2b5bf97c686 and via the MCP gateway as principia.items.lookup.