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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,...

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Autores principales: Jackson, Joshua Conrad, Watts, Joseph, List, Johann-Mattis, Puryear, Curtis, Drabble, Ryan, Lindquist, Kristen A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2021
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.
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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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