Knowledge Quotient cover
The Vitruvian Quotient

Knowledge Quotient

Examen Factum and the Memory That Generates
Imran Stanton Cooper
Working title. Series companion to The Vitruvian Quotient.
View The Vitruvian Quotient
The Pitch

Recognizing a fact from a list isn't the same as generating it from a prompt. KQ separates retrieval from understanding — and the new instrument that does it, Examen Factum, finally lets us measure the difference.

Synopsis

Knowledge is the slipperiest of the eight quotients to measure. SAT and ACT are calibrated, but they ask recognition. The Wechsler scales sample but compress. PIAAC's 2023 finding — twenty-eight percent of U.S. adults at the lowest literacy level, up from nineteen percent in 2017 — is the canary in the room.

Cooper's Knowledge Quotient volume introduces Examen Factum, the framework's reverse-flashcard instrument: the assessor presents a prompt, the examinee generates the knowledge. Recognition becomes generation. The book pulls on Spearman, Bloom's taxonomy, Hirsch's cultural-literacy work, Polanyi's tacit knowledge, Brenda Milner's H.M. case studies, and Bjork's desirable-difficulties research to map why this distinction matters and how the instrument captures it.

Short volume — focused, fast, citation-dense. The first of eight per-quotient companions to the main VQ-Trade book.

For Readers Who Liked
  • Cultural Literacy — E.D. Hirsch
  • Make It Stick — Brown / Roediger / McDaniel
  • Why Don't Students Like School? — Daniel Willingham
  • Range — David Epstein
Audience

Educators, cognitive-science readers, assessment-design practitioners.

Also in The Vitruvian Quotient View series →

The Vitruvian Quotient
The Vitruvian Quotient
A Scientifically Grounded Human Intelligence Framework and a Neurological Gymnasium for the Future with AI
The Vitruvian Quotient: A Renaissance for Human Intelligence
The Vitruvian Quotient: A Renaissance for Human Intelligence
A Renaissance for Human Intelligence
VQ, the Abundant Society, and Engineered Adversity
VQ, the Abundant Society, and Engineered Adversity
How a post-scarcity civilization grows the humans it needs
Reasoning Quotient
Reasoning Quotient
WAIS-IV, Stanford-Binet, and the Quotient IQ Almost Got Right
Imran Cooper
Imran Cooper
Imran Stanton Cooper is the author of The Vitruvian Quotient, a scientifically grounded human-intelligence framework integrating eight peer-reviewed assessment domains into a single compensatory model. He holds the original copyright on VQ (July 2025) and has authored the framework's foundational academic paper, the trade adaptation, and the per-quotient series breaking down the science behind each domain.