Handbook of Organization Measurement

Distributive justice

construct.distributive_justice

The perceived fairness of the outcomes a person receives at work — pay, rewards, recognition — relative to their contributions.

§1The Principia rendering

A copyright-clean measure of this construct, authored by Principia and free to use — the one we can show in full.

Principia CC — Distributive JusticeCC0-1.0Owned · shown in full
I feel my contributions are fairly rewarded at work.
I receive recognition that matches my efforts.
My pay reflects the hard work I put in.
I believe I am treated fairly compared to my coworkers.
I feel my achievements are acknowledged appropriately.
I often feel my efforts go unnoticed.reverse-keyed
I believe my compensation is less than it should be.reverse-keyed
I receive fewer rewards than others for the same work.reverse-keyed
I think my contributions are undervalued by my employer.reverse-keyed
I feel like my colleagues are rewarded more than I am for similar work.reverse-keyed
Response: 1 Strongly disagree · … · 5 Strongly agree

Predicted psychometrics. These 10 items carry a design grade of A (avg design score 95/100) from the item-design model — an estimate pending calibration, not a measured reliability. Real responses (via deployment) sharpen it toward measured, which is what the licensing model collects.

§3The math on what we know

Synthesized priors from the live registry: pooled r, studies (k), total N, top study grade, and heterogeneity. Rows flagged for heterogeneity or single-study evidence are directional, not settled — read them as a central tendency.

What drives distributive justice

PredictorrkNGradeConfidence
Pay For Performance+0.3614,577Asingle study

What distributive justice predicts

OutcomerkNGradeConfidence
Trust In Organization+0.5711,735Asingle study
Job Satisfaction+0.56157,515Asingle study
Organizational Commitment+0.51127,805Asingle study
Turnover Intention−0.40150Bsingle study

§4As a model node

Where distributive justice sits when you drop it into a model — what feeds it, what it moves. Read left to right as a small, actionable causal claim.

Inputs (drivers)

  • Pay For Performance+0.36
Distributive justice

Outputs (outcomes)

  • Trust In Organization+0.57
  • Job Satisfaction+0.56
  • Organizational Commitment+0.51
  • Turnover Intention−0.40
Composed live from the Principia registry. Effect sizes are synthesized priors (random-effects meta-analysis); grades are the top study-quality grade in each pool; I² is pooled heterogeneity. Source-instrument item wording is withheld pending copyright clearance (PRN-207); the Principia rendering is owned and shown in full.