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Sociocultural factors during COVID-19 pandemic: Information consumption on Twitter
The purpose of the research is to describe the sociocultural factors that emerged during the COVID-19 pandemic. Twitter is used as an instrument for data collection. The study is qualitative and uses the netnographic method. To analyze the flow of messages posted on Twitter, the model proposed by Pe...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8743443/ https://www.ncbi.nlm.nih.gov/pubmed/35034997 http://dx.doi.org/10.1016/j.jbusres.2021.11.008 |
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author | Perez-Cepeda, Maximiliano Arias-Bolzmann, Leopoldo G. |
author_facet | Perez-Cepeda, Maximiliano Arias-Bolzmann, Leopoldo G. |
author_sort | Perez-Cepeda, Maximiliano |
collection | PubMed |
description | The purpose of the research is to describe the sociocultural factors that emerged during the COVID-19 pandemic. Twitter is used as an instrument for data collection. The study is qualitative and uses the netnographic method. To analyze the flow of messages posted on Twitter, the model proposed by Perez-Cepeda and Arias-Bolzmann (2020), which describes sociocultural factors, is taken as a basis. The semantics that people use are a type of functional knowledge that reveals sociocultural factors. Sentiments were analyzed through lexicon-based methods, which are the most suitable. The categorization and classification of the data are performed based on the information that users post on Twitter. The tweets related to COVID-19 describe the sociocultural issues and the level of sentiment around the pandemic. The discussion centers on the COVID-19 pandemic, information consumption, lexicon, sociocultural factors and sentiment analysis. The study was limited to the social media Twitter; another limitation was not to consider the social group of the users who interact with @pandemic_Covid-19, official account of the World Health Organization (WHO). This research contributes to the social sciences, focusing on sociocultural interaction through the use of the social network Twitter. It describes the link between sociocultural factors and the level of sentiment on issues related to the COVID-19 pandemic. |
format | Online Article Text |
id | pubmed-8743443 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87434432022-01-10 Sociocultural factors during COVID-19 pandemic: Information consumption on Twitter Perez-Cepeda, Maximiliano Arias-Bolzmann, Leopoldo G. J Bus Res Article The purpose of the research is to describe the sociocultural factors that emerged during the COVID-19 pandemic. Twitter is used as an instrument for data collection. The study is qualitative and uses the netnographic method. To analyze the flow of messages posted on Twitter, the model proposed by Perez-Cepeda and Arias-Bolzmann (2020), which describes sociocultural factors, is taken as a basis. The semantics that people use are a type of functional knowledge that reveals sociocultural factors. Sentiments were analyzed through lexicon-based methods, which are the most suitable. The categorization and classification of the data are performed based on the information that users post on Twitter. The tweets related to COVID-19 describe the sociocultural issues and the level of sentiment around the pandemic. The discussion centers on the COVID-19 pandemic, information consumption, lexicon, sociocultural factors and sentiment analysis. The study was limited to the social media Twitter; another limitation was not to consider the social group of the users who interact with @pandemic_Covid-19, official account of the World Health Organization (WHO). This research contributes to the social sciences, focusing on sociocultural interaction through the use of the social network Twitter. It describes the link between sociocultural factors and the level of sentiment on issues related to the COVID-19 pandemic. Elsevier Inc. 2022-02 2021-11-11 /pmc/articles/PMC8743443/ /pubmed/35034997 http://dx.doi.org/10.1016/j.jbusres.2021.11.008 Text en © 2021 Elsevier Inc. 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 Perez-Cepeda, Maximiliano Arias-Bolzmann, Leopoldo G. Sociocultural factors during COVID-19 pandemic: Information consumption on Twitter |
title | Sociocultural factors during COVID-19 pandemic: Information consumption on Twitter |
title_full | Sociocultural factors during COVID-19 pandemic: Information consumption on Twitter |
title_fullStr | Sociocultural factors during COVID-19 pandemic: Information consumption on Twitter |
title_full_unstemmed | Sociocultural factors during COVID-19 pandemic: Information consumption on Twitter |
title_short | Sociocultural factors during COVID-19 pandemic: Information consumption on Twitter |
title_sort | sociocultural factors during covid-19 pandemic: information consumption on twitter |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8743443/ https://www.ncbi.nlm.nih.gov/pubmed/35034997 http://dx.doi.org/10.1016/j.jbusres.2021.11.008 |
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