How social media crisis response and social interaction is helping people recover from Covid-19: an empirical investigation

被引:0
作者
Umar Ali Bukar
Marzanah A. Jabar
Fatimah Sidi
RNH Binti Nor
Salfarina Abdullah
Iskandar Ishak
机构
[1] Universiti Putra Malaysia (UPM),Department of Software Engineering and Information System, Faculty of Computer Science and Information Technology
[2] Universiti Putra Malaysia (UPM),Department of Computer Science, Faculty of Computer Science and Information Technology
[3] Taraba State University,Computer Science Unit, Department of Mathematical Science, Faculty of Science
来源
Journal of Computational Social Science | 2022年 / 5卷
关键词
Crisis communication; Social media; Crisis response; Social interaction; Resilience; Covid-19;
D O I
暂无
中图分类号
学科分类号
摘要
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.
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页码:781 / 809
页数:28
相关论文
共 130 条
  • [1] Austin L(2012)How audiences seek out crisis information: Exploring the social-mediated crisis communication model Journal of Applied Communication Research 40 188-207
  • [2] Fisher Liu B(2020)Crisis informatics in the context of social media crisis communication: Theoretical models, taxonomy, and open issues IEEE Access 8 185842-185869
  • [3] Jin Y(2018)How social media is changing crisis communication strategies: Evidence from the updated literature Journal of Contingencies and Crisis Management 26 58-68
  • [4] Bukar UA(2015)Multiple voices and multiple media: Co-constructing bp’s crisis response Public Relations Review 41 72-79
  • [5] Jabar MA(2007)Attribution theory as a guide for post-crisis communication research Public Relations Review 33 135-139
  • [6] Sidi F(2017)Revising situational crisis communication theory Social Media and Crisis Communication 1 21-37
  • [7] Nor RNHB(2012)The paracrisis: The challenges created by publicly managing crisis prevention Public Relations Review 38 408-415
  • [8] Abdullah S(2016)Assessing the predictive performance of structural equation model estimators Journal of Business Research 69 4565-4582
  • [9] Othman M(2009)Statistical power analyses using g* power 3.1: Tests for correlation and regression analyses Behavior Research Methods 41 1149-1160
  • [10] Cheng Y(2007)G* power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences Behavior Research Methods 39 175-191