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Cognitive and social well-being in older adulthood: The CoSoWELL corpus of written life stories
This paper presents the Cognitive and Social WELL-being (CoSoWELL) project that consists of two components. One is a large corpus of narratives written by over 1000 North American older adults (55+ years old) in five test sessions before and during the first year of the COVID-19 pandemic. The other...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer US
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9400578/ https://www.ncbi.nlm.nih.gov/pubmed/36002624 http://dx.doi.org/10.3758/s13428-022-01926-0 |
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author | Kyröläinen, Aki-Juhani Gillett, James Karabin, Megan Sonnadara, Ranil Kuperman, Victor |
author_facet | Kyröläinen, Aki-Juhani Gillett, James Karabin, Megan Sonnadara, Ranil Kuperman, Victor |
author_sort | Kyröläinen, Aki-Juhani |
collection | PubMed |
description | This paper presents the Cognitive and Social WELL-being (CoSoWELL) project that consists of two components. One is a large corpus of narratives written by over 1000 North American older adults (55+ years old) in five test sessions before and during the first year of the COVID-19 pandemic. The other component is a rich collection of socio-demographic data collected through a survey from the same participants. This paper introduces the first release of the corpus consisting of 1.3 million tokens and the survey data (CoSoWELL version 1.0). It also presents a series of analyses validating design decisions for creating the corpus of narratives written about personal life events that took place in the distant past, recent past (yesterday) and future, along with control narratives. We report results of computational topic modeling and linguistic analyses of the narratives in the corpus, which track the time-locked impact of the COVID-19 pandemic on the content of autobiographical memories before and during the COVID-19 pandemic. The main findings demonstrate a high validity of our analytical approach to unique narrative data and point to both the locus of topical shifts (narratives about recent past and future) and their detailed timeline. We make the CoSoWELL corpus and survey data available to researchers and discuss implications of our findings in the framework of research on aging and autobiographical memories under stress. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.3758/s13428-022-01926-0. |
format | Online Article Text |
id | pubmed-9400578 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-94005782022-08-25 Cognitive and social well-being in older adulthood: The CoSoWELL corpus of written life stories Kyröläinen, Aki-Juhani Gillett, James Karabin, Megan Sonnadara, Ranil Kuperman, Victor Behav Res Methods Article This paper presents the Cognitive and Social WELL-being (CoSoWELL) project that consists of two components. One is a large corpus of narratives written by over 1000 North American older adults (55+ years old) in five test sessions before and during the first year of the COVID-19 pandemic. The other component is a rich collection of socio-demographic data collected through a survey from the same participants. This paper introduces the first release of the corpus consisting of 1.3 million tokens and the survey data (CoSoWELL version 1.0). It also presents a series of analyses validating design decisions for creating the corpus of narratives written about personal life events that took place in the distant past, recent past (yesterday) and future, along with control narratives. We report results of computational topic modeling and linguistic analyses of the narratives in the corpus, which track the time-locked impact of the COVID-19 pandemic on the content of autobiographical memories before and during the COVID-19 pandemic. The main findings demonstrate a high validity of our analytical approach to unique narrative data and point to both the locus of topical shifts (narratives about recent past and future) and their detailed timeline. We make the CoSoWELL corpus and survey data available to researchers and discuss implications of our findings in the framework of research on aging and autobiographical memories under stress. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.3758/s13428-022-01926-0. Springer US 2022-08-24 2023 /pmc/articles/PMC9400578/ /pubmed/36002624 http://dx.doi.org/10.3758/s13428-022-01926-0 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Kyröläinen, Aki-Juhani Gillett, James Karabin, Megan Sonnadara, Ranil Kuperman, Victor Cognitive and social well-being in older adulthood: The CoSoWELL corpus of written life stories |
title | Cognitive and social well-being in older adulthood: The CoSoWELL corpus of written life stories |
title_full | Cognitive and social well-being in older adulthood: The CoSoWELL corpus of written life stories |
title_fullStr | Cognitive and social well-being in older adulthood: The CoSoWELL corpus of written life stories |
title_full_unstemmed | Cognitive and social well-being in older adulthood: The CoSoWELL corpus of written life stories |
title_short | Cognitive and social well-being in older adulthood: The CoSoWELL corpus of written life stories |
title_sort | cognitive and social well-being in older adulthood: the cosowell corpus of written life stories |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9400578/ https://www.ncbi.nlm.nih.gov/pubmed/36002624 http://dx.doi.org/10.3758/s13428-022-01926-0 |
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