Cognitive Style Profile
Primary Style:
Abstract Reasoning is your edge. This predicts performance on novel-problem roles better than any other single ability: research, strategy, software, architecture.
Understanding and analysing written information
Working with numbers, data, and quantitative concepts
Pattern recognition and logical thinking
Visualising and manipulating objects mentally
Evaluating arguments, evidence, and assumptions
A detailed read of each dimension at your score band, with what's likely a strength, what to watch, and where to invest.
Serviceable verbal ability — handles most language-intensive work.
From the research: Verbal ability predicts performance in complex cognitive roles across occupations (Schmidt & Hunter, 1998).
Adequate for most knowledge work.
From the research: Numerical reasoning predicts analytical role performance beyond verbal ability (Schmidt et al., 2016).
Functional for most work.
From the research: Abstract/fluid reasoning is the strongest single predictor of novel problem-solving and correlates with 'g' (Cattell, 1971).
Functional for most work.
From the research: Spatial reasoning predicts engineering, technical, and design performance (Uttal et al., 2013).
Serviceable on clear arguments; can slip on complex or emotionally-charged claims.
From the research: Critical thinking is trainable and predicts performance beyond general mental ability (Halpern, 2014).
No dimensions scored high this time. Your profile is balanced across areas.
No low-scoring dimensions — nothing stands out as a growth area from this assessment.
The five subscales map to the broad cognitive style families of the Cattell-Horn-Carroll tradition (McGrew, 2009). Important caveat: this is a self-report preference scale, not an ability test. Every reading below describes the way you report you prefer to think, not a measurement of how well you perform on any given kind of task.
Describes verbal work as something to handle, not to rely on.
You read and write competently across most work situations and don't describe language as a blocker.
Genuinely complex written material (legal, technical, long-form) slows you. Carve deliberate time for it rather than squeezing it between other work.
Describes quantitative work as familiar but not the first move.
You use numbers when the situation asks for them and trust them appropriately.
On data-heavy problems, it's worth a deliberate first pass quantitatively — before the qualitative framing takes over.
Describes abstract work as workable once grounded.
You handle abstraction once you have concrete examples to anchor it to.
Purely conceptual problems (strategy, architecture) reward slow, deliberate abstraction. Budget longer for them than you think you need.
Describes spatial reasoning as supporting, not leading.
You use diagrams to support verbal reasoning rather than to do the primary work.
On genuinely spatial problems (architecture, product flows, org structures), force yourself to sketch before you write. The structure hides in the picture.
Describes critical thinking as something to switch on when needed.
You evaluate arguments carefully when the stakes warrant it, and move faster when they don't.
On small decisions, you'll accept a plausible story without testing. It's not a flaw — just know when to flip into deliberate critique.
Your self-report describes a way of approaching problems rather than a measure of ability. The pattern below reflects the modes you reach for first when a problem lands on your desk, the ones you use more reluctantly, and how those preferences shape the approach you bring to new work.
This is a self-report scale of preferred thinking style, not a cognitive ability test. A real cognitive test uses timed matrix puzzles, numerical problems, and verbal items with objectively correct answers (e.g. Raven's Progressive Matrices, Wonderlic, CogAT) — what you completed was a Likert self-description against the Cattell-Horn-Carroll (CHC) domains. The dimension labels (verbal, numerical, abstract, spatial, critical) borrow CHC's framing to describe where you feel most comfortable thinking, not how you actually perform. The next iteration will replace these items with genuine pattern-matrix and reasoning puzzles; see `docs/research/question-formats.md` (planned) for the roadmap.
Self-reported cognitive preference correlates only weakly with tested ability (Ackerman & Wolman, 2007), so don't use this profile as a proxy for intelligence or role selection. Read it as 'how you describe your own thinking' — a self-awareness tool. When the tested-ability version ships, expect scores to diverge.