Handbook of Organization Measurement

Conscientiousness

construct.conscientiousness

tendency to be organized, dependable, hardworking, and disciplined

§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 — ConscientiousnessCC0-1.0Owned · shown in full

I usually plan my tasks ahead of time.

I often forget important deadlines.reverse-keyed

I take pride in being reliable.

I can be disorganized at times.reverse-keyed

I follow through on my commitments.

I tend to procrastinate on projects.reverse-keyed

I enjoy making lists to keep track.

I sometimes rush through my work.reverse-keyed

I strive to meet my goals consistently.

I find it hard to stay focused on tasks.reverse-keyed

I like to keep my surroundings neat.

I often lose track of my responsibilities.reverse-keyed

Response: 1 Strongly disagree · … · 5 Strongly agree

Predicted psychometrics. These 12 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.

§2The established instruments

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

DISC Assessment — Marston (framework); various publishers
Sixteen Personality Factor Questionnaire (16PF), 5th ed. — Cattell
IPIP-NEO-120 (Johnson) — Johnson
IPIP-NEO (International Personality Item Pool, NEO) — Goldberg
IPIP-NEO-300 (Johnson) — Johnson
Occupational Personality Questionnaire (OPQ32) — Saville & Holdsworth (SHL)
IPIP Big-Five Factor Markers (50-item) — Goldberg
Hogan Personality Inventory (HPI) — Hogan & Hogan
Short Grit Scale (Grit-S) — Duckworth & Quinn
HEXACO-PI-R — Lee & Ashton
Mini-IPIP — Donnellan, Oswald, Baird, & Lucas

§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 conscientiousness

Predictor	r	k	N	Grade	Confidence
Job Complexity	−0.22	1	50	A	single study

What conscientiousness predicts

Outcome	r	k	N	Grade	Confidence
Work Engagement	+0.41	1	18,824	A	single study
Counterproductive Work Behaviours	−0.36	3	17,652	A	—
Burnout	+0.35	1	50	A	single study
Job Satisfaction	+0.26	1	50	A	single study
Sales Performance	+0.23	1	50	A	single study
Training Performance	+0.23	1	3,585	A	single study
Overall Job Performance	+0.22	3	27,854	A	coherent
Quality Of Hire	+0.19	1	50	A	single study
Task Performance	+0.18	4	17,337	A	—
Organizational Citizenship Behavior OCB	+0.18	1	4,301	B	single study

§4As a model node

Where conscientiousness 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)

Job Complexity−0.22

→

Conscientiousness

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Outputs (outcomes)

Work Engagement+0.41
Counterproductive Work Behaviours−0.36
Burnout+0.35
Job Satisfaction+0.26