THE SCIENCE
In 2016, Frank Schmidt and In-Sue Oh published a meta-analysis synthesizing 100 years of I/O psychology research. They ranked 19 hiring methods by their ability to predict on-the-job performance. The Career Quotient is built on this foundation.
What predicts job performance?
Assessment Method | Predictive Validity | What This Means |
|---|---|---|
General Mental Ability (GMA) | r = .65 | Strongest standalone predictor of role-specific success |
Structured interviews | r = .58 | Common but inconsistent — highly subject to interviewer bias |
Grade point average | r = .34 | Does not predict future performance for a specific job very well |
Years of Experience | r = .18 | Widely used, poorly predictive — time served ≠ capability |
Resume Skills Matching | Unmeasurable | No predictive validity — easily gamed with AI tools |
Source: Schmidt & Oh (2016), Research Gate.
KEY INSIGHT:
Unlike resume optimization, cognitive potential cannot be gamed. Candidates can keyword-stuff their applications and rehearse interview answers, but they cannot fake their capacity to learn, solve problems, and perform under pressure.
HOW IT WORKS
Custom to your company. Specific to each role.
CQ isn't a generic aptitude test. It's a hyper-custom profile built from your actual top performers. Here's how:
Profile
We study your top performers in each role. Not their resumes -- their cognitive patterns, learning behaviors, and the traits that make them succeed. This builds a custom success profile unique to your company.
Identify
Every candidate takes a 15-20 minute Career Quotient assessment. We score them against your success profile -- not a generic benchmark. You see who has real potential for your specific role.
Accelerate
CQ scores predict retention and development velocity. You know who's likely to stay, who's ready to grow, and where to invest your onboarding resources.
Not another assessment. A new way of seeing people.
Predicts Potential & Retention
CQ predicts a hire’s potential for success and Correlates with tenure and growth. It tells you who will stay and grow. That's the difference between filling a seat and building a team.
Explainable Scoring
Every CQ score comes with a narrative explanation. See exactly why a candidate scores high or low—no black boxes. Candidates understand their results. Hiring managers understand the recommendation. Regulators can audit the logic. No one is left guessing.
Can't Be Gamed
AI can stuff resumes with skills to match job descriptions. Interview answers can be rehearsed. CQ measures cognitive patterns that don't change based on preparation. The playing field is level.
Roles-Specific Profiling
Every CQ deployment starts by studying your top performers. The assessment is calibrated to your company, your culture, your definition of success. Two companies hiring for the same job title get different CQ profiles — because success looks different everywhere.