Handbook of Organization Measurement

Autonomy

construct.autonomy

the sense of volition and choice over how one does one's work

§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 — AutonomyCC0-1.0Owned · shown in full
I feel I can choose how to complete my tasks.
I often have to follow orders without any choice.reverse-keyed
I can decide when to take breaks during my work.
I rarely have the freedom to explore new ideas at work.reverse-keyed
I often feel my work is directed by others.reverse-keyed
I am able to set my own goals at work.
I have little say in how I do my work.reverse-keyed
I can adapt my work style to fit my needs.
I feel pressured to conform to others' expectations at work.reverse-keyed
Response: 1 Strongly disagree · … · 5 Strongly agree

Predicted psychometrics. These 9 items carry a design grade of A (avg design score 96/100) 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.

§2The established instruments

What the field already uses — named and cited, not reproduced (item wording is copyrighted and withheld pending clearance).

§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 autonomy predicts

OutcomerkNGradeConfidence
Intrinsic Motivation+0.64112,594Asingle study
Affective Commitment+0.62116,984Asingle study
Job Satisfaction+0.59287,883AI²≈1.00
Organizational Commitment+0.51223,404AI²≈1.00
Work Engagement+0.48368,405AI²≈1.00
Burnout−0.47219,253AI²≈0.96
Creativity+0.3214,011Bsingle study
Emotional Exhaustion−0.30114,825Asingle study
Task Performance+0.27343,795AI²≈0.90
Turnover Intention−0.0117,721Bsingle study
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.