Measurement plan
Overall Job Performance
The complete model of overall job performance — every driver the research has identified, ranked by consensus and strength, and what it takes to measure each on your team.
3 measurable now · 1 with an existing instrument · 14 gaps · from 4 research models · the model →
§1Measure these now
Drivers with a copyright-clean Principia scale — deployable today, and their responses sharpen the evidence as they come in.
| Driver | Consensus | Pooled r | Measure |
|---|---|---|---|
| Conscientiousness | 3 / 4 | +0.22 | Measure now deploy → |
| Extraversion | 1 / 4 | +0.10 | Measure now deploy → |
| Emotional Stability | 1 / 4 | +0.09 | Measure now deploy → |
§2Measurable with an existing instrument
Drivers a published instrument covers — a Principia rendering can follow to make them deployable and clean.
| Driver | Consensus | Pooled r | Measure |
|---|---|---|---|
| Neuroticism | 1 / 4 | −0.14 | Instrument exists |
§3Gaps — capture next
Drivers researchers modeled but that have no ready measure (or no pooled evidence yet) — the highest-value places to build a scale or acquire the study. This is the priority engine’s what-to-do-next list.
| Driver | Consensus | Pooled r | Status |
|---|---|---|---|
| Structured Employment Interviews | 2 / 4 | +0.44 | Gap capture next |
| General Mental Ability GMA | 2 / 4 | +0.43 | Gap capture next |
| Structured Interviews | 2 / 4 | +0.42 | Gap capture next |
| Job Knowledge | 1 / 4 | +0.48 | Gap capture next |
| Biographical Data Measures Biodata | 1 / 4 | +0.38 | Gap capture next |
| Work Sample | 1 / 4 | +0.33 | Gap capture next |
| Integrity | 1 / 4 | +0.31 | Gap capture next |
| Assessment Centers | 1 / 4 | +0.28 | Gap capture next |
| Reference Checks | 1 / 4 | +0.26 | Gap capture next |
| Situational Judgment Tests | 1 / 4 | +0.26 | Gap capture next |
| Job Experience Years | 1 / 4 | +0.18 | Gap capture next |
| Financial Incentives | 1 / 4 | — | Gap capture next |
| Job Knowledge Test | 1 / 4 | — | Gap capture next |
| Pay For Performance | 1 / 4 | — | Gap capture next |