Handbook of Organization Measurement

Optimism

construct.optimism

general expectation that good things will happen in the future

§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 — OptimismCC0-1.0Owned · shown in full

I believe good things are coming my way.

I often expect positive outcomes in my life.

I trust that challenges will lead to better times.

I look forward to what tomorrow may bring.

I tend to worry that things will not go well.reverse-keyed

I often think that my efforts will not pay off.reverse-keyed

I feel that bad luck is more common for me.reverse-keyed

I struggle to see the bright side of situations.reverse-keyed

I doubt that positive changes will happen in my life.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.

§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 optimism predicts

Outcome	r	k	N	Grade	Confidence
Work Engagement	+0.55	1	1,460	A	single study
Emotional Exhaustion	−0.33	1	50	A	single study