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The Flatland Fallacy: Moving Beyond Low–Dimensional Thinking
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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6519046/ https://www.ncbi.nlm.nih.gov/pubmed/30576066 http://dx.doi.org/10.1111/tops.12404 |
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author | Jolly, Eshin Chang, Luke J. |
author_facet | Jolly, Eshin Chang, Luke J. |
author_sort | Jolly, Eshin |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-6519046 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-65190462019-05-21 The Flatland Fallacy: Moving Beyond Low–Dimensional Thinking Jolly, Eshin Chang, Luke J. Top Cogn Sci Computational Approaches to Social Cognition Editors: Fiery A. Cushman and Samuel J. Gershman 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. John Wiley and Sons Inc. 2018-12-21 2019-04 /pmc/articles/PMC6519046/ /pubmed/30576066 http://dx.doi.org/10.1111/tops.12404 Text en © 2018 The Authors Topics in Cognitive Science published by Wiley Periodicals, Inc. on behalf of Cognitive Science Society. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Computational Approaches to Social Cognition Editors: Fiery A. Cushman and Samuel J. Gershman Jolly, Eshin Chang, Luke J. The Flatland Fallacy: Moving Beyond Low–Dimensional Thinking |
title | The Flatland Fallacy: Moving Beyond Low–Dimensional Thinking |
title_full | The Flatland Fallacy: Moving Beyond Low–Dimensional Thinking |
title_fullStr | The Flatland Fallacy: Moving Beyond Low–Dimensional Thinking |
title_full_unstemmed | The Flatland Fallacy: Moving Beyond Low–Dimensional Thinking |
title_short | The Flatland Fallacy: Moving Beyond Low–Dimensional Thinking |
title_sort | flatland fallacy: moving beyond low–dimensional thinking |
topic | Computational Approaches to Social Cognition Editors: Fiery A. Cushman and Samuel J. Gershman |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6519046/ https://www.ncbi.nlm.nih.gov/pubmed/30576066 http://dx.doi.org/10.1111/tops.12404 |
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