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How social media crisis response and social interaction is helping people recover from Covid-19: an empirical investigation
Community resilience following a crisis has become essential to avoid panic. In contrast, social media usage has been practical to improve public resilience. However, the impacts of social media crisis response and social interaction have not been fully addressed. Therefore, this study aims to inves...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Nature Singapore
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8559916/ https://www.ncbi.nlm.nih.gov/pubmed/34746496 http://dx.doi.org/10.1007/s42001-021-00151-7 |
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author | Bukar, Umar Ali Jabar, Marzanah A. Sidi, Fatimah Nor, RNH Binti Abdullah, Salfarina Ishak, Iskandar |
author_facet | Bukar, Umar Ali Jabar, Marzanah A. Sidi, Fatimah Nor, RNH Binti Abdullah, Salfarina Ishak, Iskandar |
author_sort | Bukar, Umar Ali |
collection | PubMed |
description | Community resilience following a crisis has become essential to avoid panic. In contrast, social media usage has been practical to improve public resilience. However, the impacts of social media crisis response and social interaction have not been fully addressed. Therefore, this study aims to investigate the effects of social media crisis communication on public resilience. The study data were collected through an online medium, and the final responses consist of 393 observations, mainly of Malaysians who have experienced Covid-19 isolation, quarantine, or lockdown. The assessments of the reflective measurement models based on path analysis in PLS-SEM are reliable and valid. The Cronbach’s alpha, rho_A, composite reliability, and discriminant validity revealed acceptable values. PLS prediction algorithm was run to assess the model’s predictive power, and the findings show that the predictive relevance is satisfactory. Furthermore, the IPMA was applied to evaluate the model’s usefulness, which compares the level of the variables from the performance scale mean value against the importance level. The result shows that all the variables are useful and reveal good performance. Thus, crisis management and communication activities should pay more attention to these variables for effective social media crisis communication. Thus, the study offers theoretical and practical implications in the field of social media-based crisis communication and crisis informatics. |
format | Online Article Text |
id | pubmed-8559916 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Nature Singapore |
record_format | MEDLINE/PubMed |
spelling | pubmed-85599162021-11-02 How social media crisis response and social interaction is helping people recover from Covid-19: an empirical investigation Bukar, Umar Ali Jabar, Marzanah A. Sidi, Fatimah Nor, RNH Binti Abdullah, Salfarina Ishak, Iskandar J Comput Soc Sci Research Article Community resilience following a crisis has become essential to avoid panic. In contrast, social media usage has been practical to improve public resilience. However, the impacts of social media crisis response and social interaction have not been fully addressed. Therefore, this study aims to investigate the effects of social media crisis communication on public resilience. The study data were collected through an online medium, and the final responses consist of 393 observations, mainly of Malaysians who have experienced Covid-19 isolation, quarantine, or lockdown. The assessments of the reflective measurement models based on path analysis in PLS-SEM are reliable and valid. The Cronbach’s alpha, rho_A, composite reliability, and discriminant validity revealed acceptable values. PLS prediction algorithm was run to assess the model’s predictive power, and the findings show that the predictive relevance is satisfactory. Furthermore, the IPMA was applied to evaluate the model’s usefulness, which compares the level of the variables from the performance scale mean value against the importance level. The result shows that all the variables are useful and reveal good performance. Thus, crisis management and communication activities should pay more attention to these variables for effective social media crisis communication. Thus, the study offers theoretical and practical implications in the field of social media-based crisis communication and crisis informatics. Springer Nature Singapore 2021-11-01 2022 /pmc/articles/PMC8559916/ /pubmed/34746496 http://dx.doi.org/10.1007/s42001-021-00151-7 Text en © The Author(s), under exclusive licence to Springer Nature Singapore Pte Ltd. 2021 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 | Research Article Bukar, Umar Ali Jabar, Marzanah A. Sidi, Fatimah Nor, RNH Binti Abdullah, Salfarina Ishak, Iskandar How social media crisis response and social interaction is helping people recover from Covid-19: an empirical investigation |
title | How social media crisis response and social interaction is helping people recover from Covid-19: an empirical investigation |
title_full | How social media crisis response and social interaction is helping people recover from Covid-19: an empirical investigation |
title_fullStr | How social media crisis response and social interaction is helping people recover from Covid-19: an empirical investigation |
title_full_unstemmed | How social media crisis response and social interaction is helping people recover from Covid-19: an empirical investigation |
title_short | How social media crisis response and social interaction is helping people recover from Covid-19: an empirical investigation |
title_sort | how social media crisis response and social interaction is helping people recover from covid-19: an empirical investigation |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8559916/ https://www.ncbi.nlm.nih.gov/pubmed/34746496 http://dx.doi.org/10.1007/s42001-021-00151-7 |
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