Cargando…

Using crowdsourced medicine to manage uncertainty on Reddit: The case of COVID-19 long-haulers

OBJECTIVE: Causes of and treatments for long-COVID syndrome remain unknown. Drawing on uncertainty management theory (UMT), this study elucidates the communicative nature of crowdsourced medicine as a means by which COVID “long-haulers” respond to their poorly understood illness. METHODS: 31,892 pos...

Descripción completa

Detalles Bibliográficos
Autores principales: Thompson, Charee M., Rhidenour, Kayla B., Blackburn, Kate G., Barrett, Ashley K., Babu, Sara
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8805953/
https://www.ncbi.nlm.nih.gov/pubmed/34281723
http://dx.doi.org/10.1016/j.pec.2021.07.011
_version_ 1784643337241755648
author Thompson, Charee M.
Rhidenour, Kayla B.
Blackburn, Kate G.
Barrett, Ashley K.
Babu, Sara
author_facet Thompson, Charee M.
Rhidenour, Kayla B.
Blackburn, Kate G.
Barrett, Ashley K.
Babu, Sara
author_sort Thompson, Charee M.
collection PubMed
description OBJECTIVE: Causes of and treatments for long-COVID syndrome remain unknown. Drawing on uncertainty management theory (UMT), this study elucidates the communicative nature of crowdsourced medicine as a means by which COVID “long-haulers” respond to their poorly understood illness. METHODS: 31,892 posts on the long-haulers subreddit (r/covidlonghaulers) were analyzed, starting with its creation date, July 24th, 2020, until January 7, 2021. The Meaning Extraction Method was used to identify clusters of words that mathematically group together across the text observations. RESULTS: Analyses yielded 16 distinct factors of words, which we thematized based on their composition, the data, and UMT. The 16 themes encompassed symptoms (e.g., pain, respiratory, sensory), diagnostic concerns (testing, diagnosis), broad health concerns (immunity, physical activity, diet), chronicity, support, identity, and anxiety. CONCLUSION: Findings provide a succinct, yet robust set of themes reflecting the information-seeking (i.e., “This is happening to me”) and support-seeking functions of long-haulers’ talk (i.e., “Is this happening to you?”). Findings have implications for collective uncertainty management, online crowdsourcing, and patient advocacy. PRACTICE IMPLICATIONS: We recommend that health care providers employ sensitivity when addressing the anxiety that long-haulers are experiencing while also validating that their physical symptoms are real. Online communities help long-haulers manage their uncertainty.
format Online
Article
Text
id pubmed-8805953
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Elsevier B.V.
record_format MEDLINE/PubMed
spelling pubmed-88059532022-02-02 Using crowdsourced medicine to manage uncertainty on Reddit: The case of COVID-19 long-haulers Thompson, Charee M. Rhidenour, Kayla B. Blackburn, Kate G. Barrett, Ashley K. Babu, Sara Patient Educ Couns Article OBJECTIVE: Causes of and treatments for long-COVID syndrome remain unknown. Drawing on uncertainty management theory (UMT), this study elucidates the communicative nature of crowdsourced medicine as a means by which COVID “long-haulers” respond to their poorly understood illness. METHODS: 31,892 posts on the long-haulers subreddit (r/covidlonghaulers) were analyzed, starting with its creation date, July 24th, 2020, until January 7, 2021. The Meaning Extraction Method was used to identify clusters of words that mathematically group together across the text observations. RESULTS: Analyses yielded 16 distinct factors of words, which we thematized based on their composition, the data, and UMT. The 16 themes encompassed symptoms (e.g., pain, respiratory, sensory), diagnostic concerns (testing, diagnosis), broad health concerns (immunity, physical activity, diet), chronicity, support, identity, and anxiety. CONCLUSION: Findings provide a succinct, yet robust set of themes reflecting the information-seeking (i.e., “This is happening to me”) and support-seeking functions of long-haulers’ talk (i.e., “Is this happening to you?”). Findings have implications for collective uncertainty management, online crowdsourcing, and patient advocacy. PRACTICE IMPLICATIONS: We recommend that health care providers employ sensitivity when addressing the anxiety that long-haulers are experiencing while also validating that their physical symptoms are real. Online communities help long-haulers manage their uncertainty. Elsevier B.V. 2022-02 2021-07-13 /pmc/articles/PMC8805953/ /pubmed/34281723 http://dx.doi.org/10.1016/j.pec.2021.07.011 Text en © 2021 Elsevier B.V. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Article
Thompson, Charee M.
Rhidenour, Kayla B.
Blackburn, Kate G.
Barrett, Ashley K.
Babu, Sara
Using crowdsourced medicine to manage uncertainty on Reddit: The case of COVID-19 long-haulers
title Using crowdsourced medicine to manage uncertainty on Reddit: The case of COVID-19 long-haulers
title_full Using crowdsourced medicine to manage uncertainty on Reddit: The case of COVID-19 long-haulers
title_fullStr Using crowdsourced medicine to manage uncertainty on Reddit: The case of COVID-19 long-haulers
title_full_unstemmed Using crowdsourced medicine to manage uncertainty on Reddit: The case of COVID-19 long-haulers
title_short Using crowdsourced medicine to manage uncertainty on Reddit: The case of COVID-19 long-haulers
title_sort using crowdsourced medicine to manage uncertainty on reddit: the case of covid-19 long-haulers
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8805953/
https://www.ncbi.nlm.nih.gov/pubmed/34281723
http://dx.doi.org/10.1016/j.pec.2021.07.011
work_keys_str_mv AT thompsonchareem usingcrowdsourcedmedicinetomanageuncertaintyonredditthecaseofcovid19longhaulers
AT rhidenourkaylab usingcrowdsourcedmedicinetomanageuncertaintyonredditthecaseofcovid19longhaulers
AT blackburnkateg usingcrowdsourcedmedicinetomanageuncertaintyonredditthecaseofcovid19longhaulers
AT barrettashleyk usingcrowdsourcedmedicinetomanageuncertaintyonredditthecaseofcovid19longhaulers
AT babusara usingcrowdsourcedmedicinetomanageuncertaintyonredditthecaseofcovid19longhaulers