Measurement plan

Job Satisfaction

The complete model of job satisfaction — every driver the research has identified, ranked by consensus and strength, and what it takes to measure each on your team.

29 measurable now · 1 with an existing instrument · 12 gaps · from 15 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.

§2Measurable with an existing instrument

Drivers a published instrument covers — a Principia rendering can follow to make them deployable and clean.

DriverConsensusPooled rMeasure
Neuroticism1 / 15−0.29Instrument 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.

DriverConsensusPooled rStatus
Need Satisfaction1 / 15+0.63Gap capture next
Employee Engagement Score1 / 15+0.60Gap capture next
Supervisor Support Ss1 / 15+0.52Gap capture next
Person Supervisor Fit1 / 15+0.44Gap capture next
Colleague Support1 / 15+0.37Gap capture next
Work Life Balance1 / 15+0.35Gap capture next
Negative Affect1 / 15−0.34Gap capture next
Work Life Conflict Wlc1 / 15−0.31Gap capture next
Work Interference With Family Wif1 / 15−0.26Gap capture next
Compensation1 / 15+0.15Gap capture next
Pay Level1 / 15+0.15Gap capture next
Uncertainty Avoidance1 / 15−0.15Gap capture next
Composed live from the registry. “Measure now” = a Principia CC scale exists; “instrument exists” = a published measure covers it; “gap” = modeled but not yet measurable here. Deployment runs through the people-analytics-toolbox (survey-orchestrator + reincarnation); responses return as aggregate stats that calibrate the measures and complete your model.