Application of social media analytics in tourism crisis communication

ABSTRACT Given the newly established communication environment of social media and highly unpredictable crisis situations, this study questioned how tourists facing an unexpected crisis situation use social media to communicate and search for information. To this end, this study developed a multi-phased social media analytic framework (data crawling, data processing and text mining, social network analysis, semantic network analysis, and network visualization) to assess the structure of information exchanges between the members of a tourism organization’s social network community and identified influential actors and information content within the social network. This study’s findings suggest genuine ways of relating with and utilizing opinion leaders and influencers in social media marketing communication as well as crisis communication. The authors expect this proposed methodological framework of social media analytics to help other scholars scientifically identify and implement the proper methodologies for utilizing social media data.

[1]  Hsinchun Chen,et al.  Social Media Analytics and Intelligence , 2010, IEEE Intell. Syst..

[2]  B. Chae,et al.  Using Twitter Data for Cruise Tourism Marketing and Research , 2016 .

[3]  Loni Hagen,et al.  Crisis Communications in the Age of Social Media , 2018 .

[4]  L. Freeman Centrality in social networks conceptual clarification , 1978 .

[5]  E. Rabinovich,et al.  Evaluating information diffusion speed and its determinants in social media networks during humanitarian crises , 2016 .

[6]  Lori Pennington-Gray,et al.  Using Social Media in Times of Crisis , 2013 .

[7]  B. Ritchie,et al.  Crisis Communication and Recovery for the Tourism Industry , 2004 .

[8]  David S. Ebert,et al.  Public behavior response analysis in disaster events utilizing visual analytics of microblog data , 2014, Comput. Graph..

[9]  Hyung Jin Kim,et al.  Linking emotion and place on Twitter at Disneyland , 2018 .

[10]  Tom A. B. Snijders,et al.  Non-parametric standard errors and tests for network statistics , 1999 .

[11]  H. Bernard,et al.  Words as Actors: A Method for Doing Semantic Network Analysis , 1996 .

[12]  Eran Ketter Destination image restoration on facebook: The case study of Nepal's Gurkha Earthquake , 2016 .

[13]  Hsin-Yu Shih,et al.  Network characteristics of drive tourism destinations: An application of network analysis in tourism , 2006 .

[14]  Karen Freberg,et al.  Intention to comply with crisis messages communicated via social media , 2012 .

[15]  C. Wendling,et al.  The Use of Social Media in Risk and Crisis Communication , 2013 .

[16]  Sophia B. Liu,et al.  Citizen communications in crisis: anticipating a future of ICT-supported public participation , 2007, CHI.

[17]  X. Leung,et al.  How do destination Facebook pages work? An extended TPB model of fans’ visit intention , 2018, Journal of Hospitality and Tourism Technology.

[18]  Lindsay T. Graham,et al.  A Review of Facebook Research in the Social Sciences , 2012, Perspectives on psychological science : a journal of the Association for Psychological Science.

[19]  Yan Jin,et al.  Examining the Role of Social Media in Effective Crisis Management , 2014, Commun. Res..

[20]  Crisis Communications Management on the Web: How Internet-Based Technologies are Changing the Way Public Relations Professionals Handle Business Crises , 2008 .

[21]  Changsok Yoo,et al.  An analysis of the utilization of Facebook by local Korean governments for tourism development and the network of smart tourism ecosystem , 2016, Int. J. Inf. Manag..

[22]  Mark E. J. Newman A measure of betweenness centrality based on random walks , 2005, Soc. Networks.

[23]  B. Ritchie,et al.  Proactive Crisis Planning: Lessons for the Accommodation Industry , 2011 .

[24]  J Brian Houston,et al.  Social media and disasters: a functional framework for social media use in disaster planning, response, and research. , 2015, Disasters.

[25]  Juhee Kang Effective marketing outcomes of hotel Facebook pages , 2018 .

[26]  Kristin Stock,et al.  Mobile applications in crisis informatics literature: A systematic review , 2017 .

[27]  Marianna Sigala,et al.  Social Media and Crisis Management in Tourism: Applications and Implications for Research , 2011, J. Inf. Technol. Tour..

[28]  B. Faulkner Towards a framework for tourism disaster management , 2001 .

[29]  Xinyue Ye,et al.  Social media analytics for natural disaster management , 2018, Int. J. Geogr. Inf. Sci..

[30]  George A. Barnett,et al.  Cultural Differences in Organizational Communication: a Semantic Network Analysis 1 , 1994 .

[31]  Starr Roxanne Hiltz,et al.  Online forums supporting grassroots participation in emergency preparedness and response , 2007, Commun. ACM.

[32]  N. Scott,et al.  Tourism Crises and Marketing Recovery Strategies , 2008 .

[33]  L. Pennington-Gray,et al.  Do Cultural Differences Influence Tourists’ Likelihood to Seek Information Via Social Media in the Event of a Crisis? , 2016 .

[34]  Dawn Iacobucci,et al.  Brand diagnostics: Mapping branding effects using consumer associative networks , 1998, Eur. J. Oper. Res..

[35]  Allan Collins,et al.  A spreading-activation theory of semantic processing , 1975 .

[36]  Jichul Jang,et al.  Analyzing Twitter to explore perceptions of Asian restaurants , 2016 .

[37]  Lucinda L. Austin,et al.  How Audiences Seek Out Crisis Information: Exploring the Social-Mediated Crisis Communication Model , 2012 .

[38]  B. Ritchie Chaos, crises and disasters: a strategic approach to crisis management in the tourism industry , 2004 .

[39]  G. Canright,et al.  Spreading on Networks: A Topographic View , 2006, Complexus.

[40]  B. Prideaux,et al.  Tourism crises : management responses and theoretical insight , 2005 .

[41]  C. Prell Social Network Analysis: History, Theory and Methodology , 2011 .

[42]  Cody Morris Paris,et al.  Backpacking, Social Media, and Crises: A Discussion of Online Social Convergence , 2013, ENTER.

[43]  Barbara J Reynolds,et al.  Crisis and Emergency Risk Communication as an Integrative Model , 2005, Journal of health communication.

[44]  Betty Kaman Lee,et al.  Audience-Oriented Approach to Crisis Communication: , 2004, Commun. Res..

[45]  Derek L. Hansen Exploring social media relationships , 2011 .

[46]  Toddi A. Steelman,et al.  Understanding Information Exchange During Disaster Response , 2014 .

[47]  J. Navarro-Martínez,et al.  Mobile Applications in a Crisis. , 2019, Anesthesia and analgesia.

[48]  Stefan Stieglitz,et al.  Social Media Analytics , 2014, Business & Information Systems Engineering.

[49]  W. Timothy Coombs,et al.  How publics react to crisis communication efforts : Comparing crisis response reactions across sub-arenas , 2014 .

[50]  W. T. Coombs,et al.  Ongoing Crisis Communication: Planning, Managing, and Responding , 1999 .

[51]  González-Herrero Alfonso,et al.  Crisis Communications Management on the Web: How Internet-Based Technologies are Changing the Way Public Relations Professionals Handle Business Crises , 2008 .

[52]  Ganghua Chen,et al.  Understanding Chinese cultural tourists: typology and profile , 2018 .

[53]  Ying Chen Lo,et al.  Facebook marketing campaign benchmarking for a franchised hotel , 2018 .

[54]  B. Lindsay Social Media and Disasters: Current Uses, Future Options, and Policy Considerations , 2011 .

[55]  Margaret C. Stewart,et al.  The dynamic role of social media during Hurricane #Sandy: An introduction of the STREMII model to weather the storm of the crisis lifecycle , 2016, Comput. Hum. Behav..

[56]  U. Gretzel,et al.  Role of social media in online travel information search , 2010 .

[57]  E. Avraham Destination marketing and image repair during tourism crises: The case of Egypt , 2016 .

[58]  L. Manovich,et al.  Trending: The Promises and the Challenges of Big Social Data , 2012 .

[59]  Bernadette Brereton,et al.  Review of Prell C. (2012) Social Network Analysis: history, theory and methodology Los Angeles, London, New Delhi, Singapore, Washington DC, Sage Publications Ltd. , 2014 .