Topics in Cognitive Science | 2019

The Flatland Fallacy: Moving Beyond Low–Dimensional Thinking

 
 

Abstract


Abstract Psychology is a complicated science. It has no general axioms or mathematical proofs, is rarely directly observable, and is the only discipline in which the subject matter (i.e., human psychological phenomena) is also the tool of investigation. Like the Flatlanders in Edwin Abbot s famous short story (1884), we may be led to believe that the parsimony offered by our low‐dimensional theories reflects the reality of a much higher‐dimensional problem. Here we contend that this “Flatland fallacy” leads us to seek out simplified explanations of complex phenomena, limiting our capacity as scientists to build and communicate useful models of human psychology. We suggest that this fallacy can be overcome through (a) the use of quantitative models, which force researchers to formalize their theories to overcome this fallacy, and (b) improved quantitative training, which can build new norms for conducting psychological research.

Volume 11
Pages 433 - 454
DOI 10.1111/tops.12404
Language English
Journal Topics in Cognitive Science

Full Text