Systematic Review of the Concept of Intelligence: Cognitive Biases and Burden of Proof in Its Measurements
Main Article Content
Abstract
The concept of intelligence, traditionally associated with logical and mathematical problem-solving, presents a central paradox: individuals with exceptional IQ scores (≥130) show deficits in social, emotional, or practical skills. This systematic review analyzes 95 studies (2000-2023) to explore: (1) cognitive biases in IQ tests that prioritize analytical skills over other dimensions; (2) the "burden of proof" faced by psychometric instruments to validate their comprehensiveness; and (3) paradigmatic cases of geniuses with high IQs and low performance in non-academic competencies. Using PRISMA methodology, it was identified that 68% of IQ tests ignore emotional intelligence, 54% do not assess creativity, and 89% lack ecological validity. It is concluded that intelligence, as a construct, requires multidimensional models integrating neuroscientific evidence and cultural critique.
Downloads
Article Details

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
License Terms
All content published by the Transformational Thinking Journal is distributed under the Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This license enables the widest possible dissemination and reuse of scholarly work, promoting Open Access and global knowledge sharing.
You are free to:
Share
Copy and redistribute the material in any medium or format.
Adapt
Remix, transform, and build upon the material for any purpose, including commercial use.
The licensor cannot revoke these freedoms provided that the license terms are respected.
Under the following terms:
Attribution
You must give appropriate credit to the author(s) and the Transformational Thinking Journal, provide a link to the license, and indicate whether changes were made.
Attribution may be made in any reasonable manner, provided it does not suggest that the licensor endorses you or your use.
No additional restrictions
You may not apply legal terms or technological measures that legally restrict others from exercising the rights granted by this license.
Notices
You do not have to comply with the license for material in the public domain or where your use is permitted by an applicable exception or limitation.
No warranties are given. The license may not provide all permissions necessary for your intended use. Other rights, such as privacy, publicity, moral rights, or third-party intellectual property rights, may limit how the material may be used.
Official License
For the full legal text of the license, please visit: