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Role of Emotion in Excessive Use of Twitter During COVID-19 Imposed Lockdown in India
The COVID-19 pandemic and the lockdowns to contain it are affecting the daily life of people around the world. People are now using digital technologies, including social media, more than ever before. The objectives of this study were to analyze the social media usage pattern of people during the CO...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7572156/ https://www.ncbi.nlm.nih.gov/pubmed/33102690 http://dx.doi.org/10.1007/s41347-020-00174-3 |
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author | Arora, Anshika Chakraborty, Pinaki Bhatia, M. P. S. Mittal, Prabhat |
author_facet | Arora, Anshika Chakraborty, Pinaki Bhatia, M. P. S. Mittal, Prabhat |
author_sort | Arora, Anshika |
collection | PubMed |
description | The COVID-19 pandemic and the lockdowns to contain it are affecting the daily life of people around the world. People are now using digital technologies, including social media, more than ever before. The objectives of this study were to analyze the social media usage pattern of people during the COVID-19 imposed lockdown and to understand the effects of emotion on the same. We scraped messages posted on Twitter by users from India expressing their emotion or view on the pandemic during the first 40 days of the lockdown. We identified the users who posted frequently and analyzed their usage pattern and their overall emotion during the study period based on their tweets. It was observed that 222 users tweeted frequently during the study period. Out of them, 13.5% were found to be addicted to Twitter and posted 13.67 tweets daily on an average (SD: 4.89), while 3.2% were found to be highly addicted and posted 40.71 tweets daily on an average (SD: 9.90) during the study period. The overall emotion of 40.1% of the users was happiness throughout the study period. However, it was also observed that users who tweeted more frequently were typically angry, disgusted, or sad about the prevailing situation. We concluded that people with a negative sentiment are more susceptible to addictive use of social media. |
format | Online Article Text |
id | pubmed-7572156 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-75721562020-10-20 Role of Emotion in Excessive Use of Twitter During COVID-19 Imposed Lockdown in India Arora, Anshika Chakraborty, Pinaki Bhatia, M. P. S. Mittal, Prabhat J Technol Behav Sci Article The COVID-19 pandemic and the lockdowns to contain it are affecting the daily life of people around the world. People are now using digital technologies, including social media, more than ever before. The objectives of this study were to analyze the social media usage pattern of people during the COVID-19 imposed lockdown and to understand the effects of emotion on the same. We scraped messages posted on Twitter by users from India expressing their emotion or view on the pandemic during the first 40 days of the lockdown. We identified the users who posted frequently and analyzed their usage pattern and their overall emotion during the study period based on their tweets. It was observed that 222 users tweeted frequently during the study period. Out of them, 13.5% were found to be addicted to Twitter and posted 13.67 tweets daily on an average (SD: 4.89), while 3.2% were found to be highly addicted and posted 40.71 tweets daily on an average (SD: 9.90) during the study period. The overall emotion of 40.1% of the users was happiness throughout the study period. However, it was also observed that users who tweeted more frequently were typically angry, disgusted, or sad about the prevailing situation. We concluded that people with a negative sentiment are more susceptible to addictive use of social media. Springer International Publishing 2020-10-20 2021 /pmc/articles/PMC7572156/ /pubmed/33102690 http://dx.doi.org/10.1007/s41347-020-00174-3 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Arora, Anshika Chakraborty, Pinaki Bhatia, M. P. S. Mittal, Prabhat Role of Emotion in Excessive Use of Twitter During COVID-19 Imposed Lockdown in India |
title | Role of Emotion in Excessive Use of Twitter During COVID-19 Imposed Lockdown in India |
title_full | Role of Emotion in Excessive Use of Twitter During COVID-19 Imposed Lockdown in India |
title_fullStr | Role of Emotion in Excessive Use of Twitter During COVID-19 Imposed Lockdown in India |
title_full_unstemmed | Role of Emotion in Excessive Use of Twitter During COVID-19 Imposed Lockdown in India |
title_short | Role of Emotion in Excessive Use of Twitter During COVID-19 Imposed Lockdown in India |
title_sort | role of emotion in excessive use of twitter during covid-19 imposed lockdown in india |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7572156/ https://www.ncbi.nlm.nih.gov/pubmed/33102690 http://dx.doi.org/10.1007/s41347-020-00174-3 |
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