Volume 13 Issue 1
Mar.  2022
Turn off MathJax
Article Contents
Thiagarajan Ramakrishnan, Louis Ngamassi, Shahedur Rahman. Examining the Factors that Influence the Use of Social Media for Disaster Management by Underserved Communities[J]. International Journal of Disaster Risk Science, 2022, 13(1): 52-65. doi: 10.1007/s13753-022-00399-1
Citation: Thiagarajan Ramakrishnan, Louis Ngamassi, Shahedur Rahman. Examining the Factors that Influence the Use of Social Media for Disaster Management by Underserved Communities[J]. International Journal of Disaster Risk Science, 2022, 13(1): 52-65. doi: 10.1007/s13753-022-00399-1

Examining the Factors that Influence the Use of Social Media for Disaster Management by Underserved Communities

doi: 10.1007/s13753-022-00399-1
Funds:

The authors gratefully acknowledge the financial support from the Department of Homeland Security, grant#2017-ST-062-000005.

  • Available Online: 2022-03-04
  • Abstract This study examined the propensity of social media use by underserved communities by drawing on the literature on the digital divide and attribution theory. Specifically, this research explored the factors that can influence the use of social media for disaster management. The study used survey methodology to collect data and partial least squares structural equation modeling (PLSSEM) to analyze the data and test the hypotheses. The results of the study indicate:(1) that the propensity of social media use for disaster management is low for underserved communities; (2) a positive relationship between an individual's effort and the intention to use social media for disaster management; and (3) a negative relationship between task difficulty and the intention to use social media for disaster management. The study expanded the literature on the use of social media in disaster management. The article also provides both theoretical and practical implications.
  • loading
  • Adekola, J., D. Fischbacher-Smith, and M. Fischbacher-Smith. 2020. Inherent complexities of a multi-stakeholder approach to building community resilience. International Journal of Disaster Risk Science 11(1):32-45.
    Austin, L., B.F. Liu, and Y. Jin. 2012. How audiences seek out crisis information:Exploring the social-mediated crisis communication model. Journal of Applied Communication Research 40(2):188-207.
    Bach, M.P., J. Zoroja, and V.B. Vukic. 2013. Determinants of firms'digital divide:A review of recent research. Procedia Technology 9:120-128.
    Baker, E.J. 2011. Household preparedness for the aftermath of hurricanes in Florida. Applied Geography 31(1):46-52.
    Berchtold, C., M. Vollmer, P. Sendrowski, F. Neisser, L. Muller, and G. Sonja. 2020. Barriers and facilitators in interorganizational disaster response:Identifying examples across Europe. International Journal of Disaster Risk Science 11(1):46-58.
    Blank, G., and B.C. Reisdorf. 2012. The participatory web. Information, Communication, and Society 15(4):537-554.
    Brazilai-Nahon, K. 2006. Gaps and bits:Conceptualizing measurement for digital divide/s. The Information Society 22(5):269-278.
    Bunz, U. 2004. The Computer-Email-Web (CEW) fluency scale development and validation. International Journal of Human Computer Interaction 17(4):479-506.
    Calder, B.J., and R.E. Burnkrant. 1977. Interpersonal influence on consumer behavior:An attribution theory approach. Journal of Consumer Research 4:29-37.
    Chin, W.W. 1998. Issues and opinions on structural equation modeling. MIS Quarterly 22(1):vi-xvi.
    Cilan, C.A., B.A. Bolat, and E. Cosku. 2009. Analyzing digital divide within and between member and candidate countries of European Union. Government Information Quarterly 26(1):98-105.
    Constine, J. 2013. Facebook reveals 78% of US users are mobile as it starts sharing user counts by country. https://techcrunch.com/2013/08/13/facebook-mobile-user-count/. Accessed 16 Jul 2019.
    Coombs, W.T. 2007. Attribution theory as a guide for post-crisis communication research. Public Relations Review 33(2):135-139.
    Coombs, W.T., and S.J. Holladay. 1996. Communications and attributions in a crisis:An experimental study in crisis communication. Journal of Public Relations Research 8(4):279-295.
    Deacon, B. 2018. Emergency announcements alone during disasters not reliable in saving lives. ABC News. https://www.abc.net.au/news/2018-01-06/emergency-announcements-alone-during-disasters-not-reliable/9304666. Accessed 17 Jul 2019.
    Dennis, L., L. Palen, and J. Anderson. 2014. Mastering social media:An analysis of Jefferson County's communications during the 2013 Colorado Floods. In Proceedings of the 11th International Conference on Information Systems for Crisis Response and Management (ISCRAM), 18-21 May 2014, University Park, Pennsylvania.
    Graham, S. 1991. A review of attribution theory in achievement context. Educational Psychology Review 3(1):5-38.
    Hair, J.F., Jr., W.C. Black, B.J. Babin, and R.E. Anderson. 2018. Multivariate data analysis. Eaglewood Cliffs:Prentice Hall.
    Hair, J.F., Jr., G.T.M. Hult, C.M. Ringle, and M. Sarstedt. 2016. A primer on Partial Least Squares Structural Equation Modeling (PLS-SEM). Thousand Oaks, CA:Sage Publications.
    Hair, J.F., Jr., M. Sarstedt, C.M. Ringle, and J.A. Mena. 2012. An assessment of the use of partial least squares structural equation modeling in marketing research. Journal of the Academy of Marketing Science 40(3):414-433.
    Hargittai, E. 2002. Second level digital divide:Differences in people's online skills. First Monday 7(4). https://firstmonday.org/ojs/index.php/fm/article/view/942/864. Accessed 23 Jul 2019.
    Hargittai, E., and G. Walejko. 2008. The participation divide:Content creation and sharing in the digital age. Information, Communication&Society 11(2):239-256.
    Henry, J.W., and R.W. Stone. 2001. The role of computer selfefficacy, outcome expectancy, and attribution theory in impacting computer system use. Journal of International Information Management 10(1):1-16.
    Henseler, J., C.M. Ringle, and M. Sarstedt. 2015. A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science 43(1):115-135.
    Hiltz, S., J. Kushma, and L. Plotnick. 2014. Use of social media by U.S. public sector emergency managers:Barriers and wish lists. In Proceedings of the 11th International Conference on Information Systems for Crisis Response and Management (ISCRAM), 18-21 May 2014, University Park, Pennsylvania.
    Houston, J.B., J. Hawthorne, M.F. Perreault, E.H. Park, M.G. Hode, M.R. Halliwell, S.E.T. McGowen, and R. Davis et al. 2014.Social media and disasters:A functional framework for social media use in disaster planning, response, and research. Disasters 39(1):1-22.
    Hughes, C.T., and M.L. Gibson. 1987. An attribution model of Decision Support Systems (DSS) usage. Information and Management 13(3):119-124.
    Jacob, D.W., and I. Darmawan. 2018. Extending the UTAUT model to understand the citizens'acceptance and use of electronic government in developing country:A structural equation modeling approach. In Proceedings of the International Conference on Industrial Enterprise and System Engineering, 21-22 November 2018, Yogyakarta, Indonesia, 92-96.
    Jeong, S. 2009. Public's responses to an oil spill accident:A test of the attribution theory and situational crisis communication theory. Public Relations Review 35(3):307-309.
    Karanasios, S., V. Cooper, M.P. Balcell, and P. Hayes. 2019. Interorganizational collaboration, information flows, and the use of social media during disasters:A focus on vulnerable communities. In Proceedings of the 52nd Hawaii International Conference on Systems Sciences, 8-11 January 2019, Maui, Hawaii, 2995-3004.
    Karaye, I.M., C. Thompson, and J.A. Horney. 2019. Evacuation shelter deficits for socially vulnerable Texas residents during Hurricane Harvey. Health Services Research and Managerial Epidemiology 6:1-7.
    Kelley, H.H., and J.L. Michela. 1980. Attribution theory and research.Annual Review of Psychology 31:457-501.
    Klinenberg, E. 2013. The digital divide in emergency management. Qualcomm Incorporated. https://www.qualcomm.com/news/onq/2013/03/01/digital-divide-emergency-management. Accessed 18 Jul 2019.
    Komiak, S.Y.X., and I. Benbasat. 2006. The effects of personalization and familiarity on trust and adoption of recommendation agents.MIS Quarterly 30(4):941-960.
    Lee, L., S. Petter, D. Fayard, and S. Robinson. 2011. On the use of partial least squares path modeling in accounting research. International Journal of Accounting Information Systems 12(4):305-328.
    Li, L., M.F. Goodchild, and B. Xu. 2013. Spatial, temporal, and socioeconomic patterns in the use of Twitter and Flickr. Cartography and Geographic Information Science 40(2):61-77.
    Marlowe, J., A. Neef, C.R. Tevaga, and C. Tevaga. 2018. A new guiding framework for engaging diverse populations in disaster risk reduction:Research, relevance, receptiveness, and relationships. International Journal of Disaster Risk Science 9(4):507-518.
    Mason, S.M., and K.L. Hacker. 2003. Applying communication theory to digital divide research. IT&Society 1(5):40-55.
    McCallum, I., W. Liu, L. See, R. Mechler, A. Keating, S. HochrainerStigler, J. Mochizki, and S. Fritz et al. 2016. Technologies to support community flood disaster risk reduction. International Journal of Disaster Risk Science 7(2):111-122.
    McCormick, S. 2016. New tools for emergency managers:An assessment of obstacles to use and implementation. Disasters 40(2):207-225.
    Moreira, F., M.J. Ferreira, C.P. Santos, and N. Durão. 2017. Evolution and use of mobile devices in higher education:A case study in Portuguese higher education institutions between 2009/2010 and 2014/2015. Telematics and Informatics 34(6):838-852.
    Mossberger, K., C.J. Tolbert, and M. Stansbury. 2003. Virtual inequality:Beyond the digital divide. Washington, DC:Georgetown University Press.
    Ngamassi, L., T. Ramakrishnan, S. Rahman, and H. Rose. 2014. Social media technology for crisis management. In Proceedings of the DSI 2014 Annual Meeting, 22-25 November 2014, Tampa, Florida.
    Ngamassi, L., T. Ramakrishnan, and S. Rahman. 2016. Use of social media for disaster management:A prescriptive framework.Journal of Organizational and End User Computing 28(3):122-140.
    Ngamassi, L., T. Ramakrishnan, and S. Rahman. 2016b. Examining the role of social media in disaster management from an attribution theory perspective. In Proceedings of the 13th International Conference on Information Systems for Crisis Response and Management (ISCRAM), 22-25 May 2016b, Rio de Janeiro, Brasil.
    Ngamassi, L., T. Ramakrishnan, and S. Rahman. 2020. Investigating the use of social media by underserved communities for disaster management. In Proceedings of the 17th International Conference on Information Systems for Crisis Response and Management (ISCRAM), May 2020, Blacksburg, VA, USA, 490-496.
    Palen, L. 2008. Online social media in crisis events. EDUCAUSE Quarterly 31(3):76-78.
    Podsakoff, P.M., and D.W. Organ. 1986. Self-reports in organizational research:Problems and prospects. Journal of Management 12(4):531-544.
    Rahman, S., T. Ramakrishnan, and L. Ngamassi. 2020. Impact of social media use on student satisfaction in higher education. Higher Education Quarterly 74(3):304-319.
    Ramakrishnan, T., M.C. Jones, and A. Sidorova. 2012. Factors influencing business intelligence (BI) data collection strategies:An empirical investigation. Decision Support Systems 52:486-496.
    Ramakrishnan, T., L. Ngamassi, and S. Rahman. 2019. Social media in disaster management:Exploring the information exchange behavior in the underserved communities. In Proceedings of the 16th International Conference on Information Systems for Crisis Response and Management (ISCRAM), 19-22 May 2019, Valencia, Spain, 1407-1408.
    Reynolds, B., and M. Seeger. 2012. Crisis and emergency risk communication, 2012th edn. Atlanta, GA:Centers for Disease Control and Prevention.
    Savolainen, R. 2013. Approaching the motivators for information seeking:The viewpoint of attribution theories. Library&Information Science Research 35(1):63-68.
    Siomkos, G.J., and G. Kurzbard. 1994. The hidden crisis in productharm crisis management. European Journal of Marketing 28(2):30-41.
    Squires, G.D. 2017. Harvey is not a natural disaster. The American Prospect. https://prospect.org/article/harvey-not-natural-disaster. Accessed 10 Jun 2019.
    Swanson, S.R., and S.W. Kelly. 2001. Attributions and outcomes of the service recovery process. Journal of Marketing Theory and Practice 9(4):50-65.
    Tenenhaus, M., V.E. Vinzi, Y.M. Chatelin, and C. Lauro. 2005. PLS path modeling. Computational Statistics&Data Analysis 48(1):159-205.
    van Deursen, A.J.A.M., and J.A.G.M. van Dijk. 2014. The digital divide shifts to differences in usage. New Media&Society 16(3):507-526.
    van Dijk, J.A.G.M. 2006. Digital divide research, achievements, and shortcomings. Poetics 34(s4-5):221-235.
    Vehovar, V., P. Sicherl, T. Husing, and V. Dolnical. 2006. Methodological challenges of digital divide measurements. The Information Society 22(5):79-290.
    Vu, K.M. 2011. ICT as a source of economic growth in the information age:Empirical evidence from the 1996-2005 period. International Journal of Social Science and Humanity 1(1):49-55.
    Weiner, B. 1985. An attributional theory of achievement motivation and emotion. Psychology Review 92(4):548.
    Weiner, B. 1986. An attributional theory of motivation and emotion. New York:Springer-Verlag.
    White, C.M. 2012. Social media, crisis communication, and emergency management:Leveraging Web 2.0 technologies. Boca Raton, FL:CRC Press.
    Willaby, H.W., D.S.J. Costa, B.D. Burns, C. MacCann, and R.D. Roberts. 2015. Testing complex models with small sample sizes:A historical overview and empirical demonstration of what Partial Least Squares (PLS) can offer differential psychology. Personality and Individual Differences 84:73-78.
    Xiao, Y., Q. Huang, and K. Wu. 2015. Understanding social media data for disaster management. Natural Hazards 79(3):1663-1679.
    Yates, D., and S. Paquette. 2011. Emergency knowledge management and social media technologies:A case study of the 2010 Haitian Earthquake. International Journal of Information Management 31(6):6-13.
    Zoroja, J. 2011. Internet, e-commerce, and e-government:Measuring the gap between European developed and post-communist countries. Interdisciplinary Description of Complex Systems 9(2):119-133.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (763) PDF downloads(0) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return