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From Text to Thought: How Analyzing Language Can Advance Psychological Science
Humans have been using language for millennia but have only just begun to scratch the surface of what natural language can reveal about the mind. Here we propose that language offers a unique window into psychology. After briefly summarizing the legacy of language analyses in psychological science,...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9069665/ https://www.ncbi.nlm.nih.gov/pubmed/34606730 http://dx.doi.org/10.1177/17456916211004899 |
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author | Jackson, Joshua Conrad Watts, Joseph List, Johann-Mattis Puryear, Curtis Drabble, Ryan Lindquist, Kristen A. |
author_facet | Jackson, Joshua Conrad Watts, Joseph List, Johann-Mattis Puryear, Curtis Drabble, Ryan Lindquist, Kristen A. |
author_sort | Jackson, Joshua Conrad |
collection | PubMed |
description | Humans have been using language for millennia but have only just begun to scratch the surface of what natural language can reveal about the mind. Here we propose that language offers a unique window into psychology. After briefly summarizing the legacy of language analyses in psychological science, we show how methodological advances have made these analyses more feasible and insightful than ever before. In particular, we describe how two forms of language analysis—natural-language processing and comparative linguistics—are contributing to how we understand topics as diverse as emotion, creativity, and religion and overcoming obstacles related to statistical power and culturally diverse samples. We summarize resources for learning both of these methods and highlight the best way to combine language analysis with more traditional psychological paradigms. Applying language analysis to large-scale and cross-cultural datasets promises to provide major breakthroughs in psychological science. |
format | Online Article Text |
id | pubmed-9069665 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-90696652022-05-05 From Text to Thought: How Analyzing Language Can Advance Psychological Science Jackson, Joshua Conrad Watts, Joseph List, Johann-Mattis Puryear, Curtis Drabble, Ryan Lindquist, Kristen A. Perspect Psychol Sci Article Humans have been using language for millennia but have only just begun to scratch the surface of what natural language can reveal about the mind. Here we propose that language offers a unique window into psychology. After briefly summarizing the legacy of language analyses in psychological science, we show how methodological advances have made these analyses more feasible and insightful than ever before. In particular, we describe how two forms of language analysis—natural-language processing and comparative linguistics—are contributing to how we understand topics as diverse as emotion, creativity, and religion and overcoming obstacles related to statistical power and culturally diverse samples. We summarize resources for learning both of these methods and highlight the best way to combine language analysis with more traditional psychological paradigms. Applying language analysis to large-scale and cross-cultural datasets promises to provide major breakthroughs in psychological science. SAGE Publications 2021-10-04 2022-05 /pmc/articles/PMC9069665/ /pubmed/34606730 http://dx.doi.org/10.1177/17456916211004899 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution 4.0 License (https://creativecommons.org/licenses/by/4.0/) which permits any use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Article Jackson, Joshua Conrad Watts, Joseph List, Johann-Mattis Puryear, Curtis Drabble, Ryan Lindquist, Kristen A. From Text to Thought: How Analyzing Language Can Advance Psychological Science |
title | From Text to Thought: How Analyzing Language Can Advance Psychological Science |
title_full | From Text to Thought: How Analyzing Language Can Advance Psychological Science |
title_fullStr | From Text to Thought: How Analyzing Language Can Advance Psychological Science |
title_full_unstemmed | From Text to Thought: How Analyzing Language Can Advance Psychological Science |
title_short | From Text to Thought: How Analyzing Language Can Advance Psychological Science |
title_sort | from text to thought: how analyzing language can advance psychological science |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9069665/ https://www.ncbi.nlm.nih.gov/pubmed/34606730 http://dx.doi.org/10.1177/17456916211004899 |
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