Bibliometric visualisation: an application in tourism crisis and disaster management research

A limited number of studies have applied bibliometric visualisation to explore the network structure of scholarly tourism knowledge. This study uses CiteSpace to analyse and visualise the intellectual structure of the tourism crisis and disaster management (TCDM) field. The use of new bibliometric visualisation techniques makes a methodological contribution to the mapping and presentation of bibliometric data in tourism research. Potentials for using these methods to provide new insights into research patterns and gaps are illustrated with an analysis of the TCDM literature. The study demonstrates how bibliometric visualisation can provide new insights into an area of literature by better communicating key findings, facilitating the exploration of data, and providing rich information to readers. Findings indicate that TCDM research has moved from broader topics to more specific issues, with a more recent focus on resilience and economic crises. The visualisation of co-authorship networks reveals that major collaborative networks are based on geographic and institutional proximity, dominated by scholars in the United States, United Kingdom, and Australia. Seven major research clusters are identified from the visualisation of a co-citation network. The identification of structural holes and bridging papers draws attention to research gaps and future research opportunities in the TCDM field.

[1]  Tianyu Ying,et al.  Knowledge Linkage , 2012 .

[2]  Rodolfo Baggio,et al.  Network Analysis and Tourism: From Theory to Practice , 2008 .

[3]  Keith R Abrams,et al.  Factors affecting uptake of childhood immunisation: a Bayesian synthesis of qualitative and quantitative evidence , 2002, The Lancet.

[4]  Chaomei Chen,et al.  Tech Mining: Exploiting New Technologies for Competitive Advantage , 2005, Inf. Process. Manag..

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

[6]  A. Palmer,et al.  Tourism and Statistics: Bibliometric Study 1998–2002 , 2005 .

[7]  Andrea Bergmann,et al.  Citation Indexing Its Theory And Application In Science Technology And Humanities , 2016 .

[8]  Betty Weiler,et al.  Trends and patterns in sustainable tourism research: a 25-year bibliometric analysis , 2015 .

[9]  N. D. Sausmarez Crisis Management, Tourism and Sustainability: The Role of Indicators , 2007 .

[10]  P. Benckendorff Themes, relationships and trends in North American tourism research: A co-citation analysis of three , 2009 .

[11]  M. Hitchcock,et al.  The Bali Bombings: Tourism Crisis Management and Conflict Avoidance , 2005 .

[12]  B. Faulkner,et al.  Katherine, washed out one day, back on track the next: a post-mortem of a tourism disaster , 2001 .

[13]  Anne-Mette Hjalager A review of innovation research in tourism , 2010 .

[14]  A. Ramos-Rodríguez,et al.  Changes in the intellectual structure of strategic management research: a bibliometric study of the Strategic Management Journal, 1980–2000 , 2004 .

[15]  B. Mckercher A citation analysis of tourism scholars , 2008 .

[16]  Ángel Borrego,et al.  A bibliometric study of psychological research on tourism , 2008, Scientometrics.

[17]  Clark Hu,et al.  Visual representation of knowledge networks: A social network analysis of hospitality research domain , 2008 .

[18]  D J PRICE,et al.  NETWORKS OF SCIENTIFIC PAPERS. , 1965, Science.

[19]  P. Sheldon,et al.  The Global Financial Crisis and Tourism: Perspectives of the Academy , 2010 .

[20]  Dominique Haughton,et al.  A Review of Two Text-Mining Packages , 2005 .

[21]  C. Hall,et al.  Systems of surveillance and control: commentary on `An analysis of institutional contributors to three major academic tourism journals: 1992–2001' , 2005 .

[22]  A. Reichel,et al.  Vacationing in a Terror-Stricken Destination , 2013 .

[23]  Tourism Perspectives of the Asian Financial Crisis: Lessons for the Future , 1999 .

[24]  Mercedes Úbeda-García,et al.  The intellectual structure of research in hospitality management: A literature review using bibliometric methods of the journal International Journal of Hospitality Management , 2016 .

[25]  Joan C. Henderson,et al.  Corporate social responsibility and tourism: Hotel companies in Phuket, Thailand, after the Indian Ocean tsunami , 2007 .

[26]  J. Henderson Tourism management and the Southeast Asian economic and environmental crisis: a Singapore perspective , 1999 .

[27]  Ludo Waltman,et al.  Vos: A New Method for Visualizing Similarities between Objects , 2006, GfKl.

[28]  Amber Williams,et al.  Sleeping Beauties of Science. , 2015, Scientific American.

[29]  G. Prayag,et al.  Organizational resilience in the tourism sector , 2016 .

[30]  Haiyan Song,et al.  Tourism demand modelling and forecasting—A review of recent research , 2008 .

[31]  P. Benckendorff Themes and Trends in Australian and New Zealand Tourism Research: A Social Network Analysis of Citations in Two Leading Journals (1994–2007) , 2009 .

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

[33]  A. Fink Conducting research literature reviews : from paper to the Internet , 1998 .

[34]  Adam Blake,et al.  TOURISM CRISIS MANAGEMENT: US Response to September 11 , 2003 .

[35]  D. Cook,et al.  Systematic Reviews: Synthesis of Best Evidence for Clinical Decisions , 1997, Annals of Internal Medicine.

[36]  Leonard M. Freeman,et al.  A set of measures of centrality based upon betweenness , 1977 .

[37]  Koen Frenken,et al.  The geographical and institutional proximity of research collaboration , 2007 .

[38]  C. Hall,et al.  Crisis events in tourism: subjects of crisis in tourism , 2010 .

[39]  P. Benckendorff,et al.  A NETWORK ANALYSIS OF TOURISM RESEARCH , 2013 .

[40]  Katy Börner,et al.  Designing Highly Flexible and Usable Cyberinfrastructures for Convergence , 2006, Annals of the New York Academy of Sciences.

[41]  T. Jamal,et al.  Ranking, rating and scoring of tourism journals: Interdisciplinary challenges and innovations , 2008 .

[42]  Perry Hystad,et al.  Towards a destination tourism disaster management framework: long-term lessons from a forest fire disaster. , 2008 .

[43]  Asian Tourism and the Financial Indonesia and Thailand Compared , 1999 .

[44]  Bruce Prideaux,et al.  Crisis Management: A Suggested Typology , 2005 .

[45]  R. Danell,et al.  Celebrating Scholarly Communication Studies: A Festschrift for Olle Persson at his 60th Birthday , 2009 .

[46]  C. Hall,et al.  Publish and perish? Bibliometric analysis, journal ranking and the assessment of research quality in tourism , 2011 .

[47]  Rafael Bailón-Moreno,et al.  The Scientific Network of Surfactants : Structural Analysis , 2022 .

[48]  O. Persson,et al.  How to use Bibexcel for various types of bibliometric analysis , 2009 .

[49]  Susan L. Cutter,et al.  Integrated research on disaster risk: Is it really integrated? , 2015 .

[50]  J. Henderson Communicating in a crisis: flight SQ 006 , 2003 .

[51]  Clark Hu,et al.  A Framework for Knowledge-Based Crisis Management in the Hospitality and Tourism Industry , 2009 .

[52]  M. Hughes,et al.  Tourism Market Recovery in the Maldives After the 2004 Indian Ocean Tsunami , 2008 .

[53]  Chaomei Chen,et al.  CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature , 2006, J. Assoc. Inf. Sci. Technol..

[54]  Jon M. Kleinberg,et al.  Bursty and Hierarchical Structure in Streams , 2002, Data Mining and Knowledge Discovery.

[55]  D. Tranfield,et al.  Using qualitative research synthesis to build an actionable knowledge base , 2006 .

[56]  Rob Law,et al.  A Coauthorship Network Analysis of Tourism and Hospitality Research Collaboration , 2013 .

[57]  Anthony F. J. van Raan,et al.  Structuring scientific activities by co-author analysis , 2005, Scientometrics.

[58]  Haiyan Song,et al.  Visualizing Tourism Trends: A Combination of ATLAS.ti and BiPlot , 2008 .

[59]  Susanne Becken,et al.  A review of tourism and climate change as an evolving knowledge domain , 2013 .

[60]  V. Clulow,et al.  The Tourism Market's Response to the 2009 Black Saturday Bushfires: The Case of Gippsland , 2010 .

[61]  John Tribe,et al.  TRIBES, TERRITORIES AND NETWORKS IN THE TOURISM ACADEMY , 2010 .

[62]  ANTHONY F. J. VAN RAAN,et al.  Sleeping Beauties in science , 2004, Scientometrics.

[63]  Y. Mansfeld Cycles of War, Terror, and Peace: Determinants and Management of Crisis and Recovery of the Israeli Tourism Industry , 1999 .

[64]  J. Petrick,et al.  Crisis Management Planning to Restore Tourism After Disasters , 2008 .

[65]  G. Santana Crisis Management and Tourism , 2004 .

[66]  Meen Chul Kim,et al.  Orphan drugs and rare diseases: a scientometric review (2000 – 2014) , 2014 .

[67]  R. Law,et al.  Progress in information technology and tourism management: 20 years on and 10 years after the Internet - the state of eTourism research. , 2008 .

[68]  Jonathan Furner,et al.  Scholarly communication and bibliometrics , 2005, Annu. Rev. Inf. Sci. Technol..

[69]  B. Ritchie,et al.  Segmentation by Travel Related Risks: An Integrated Approach , 2017 .

[70]  B. Ritchie,et al.  A theoretical model for strategic crisis planning: factors influencing crisis planning in the hotel industry , 2010 .

[71]  Ewen James. Michael,et al.  Hazard or disaster : tourism management for the inevitable in Northeast Victoria. , 2007 .

[72]  N. Scott,et al.  The development of new tourism networks to respond to and recover from the 2011 Christchurch earthquake. , 2014 .

[73]  Mike Thelwall,et al.  Bibliometrics to webometrics , 2008, J. Inf. Sci..

[74]  C. Khoo-Lattimore,et al.  Tourists' risk perception of risky destinations: The case of Sabah's eastern coast , 2015 .

[75]  M. Callon,et al.  From translations to problematic networks: An introduction to co-word analysis , 1983 .

[76]  L. Black,et al.  Tourism and the Impact of the Foot and Mouth Epidemic in the UK , 2005 .

[77]  Howard D. White,et al.  Author cocitation: A literature measure of intellectual structure , 1981, J. Am. Soc. Inf. Sci..

[78]  J. Henderson Terrorism and Tourism , 2003 .

[79]  Benxiang Zeng,et al.  Short-term Perturbations and Tourism Effects: The Case of SARS in China , 2005 .

[80]  Rafael Bailón-Moreno,et al.  Analysis of the field of physical chemistry of surfactants with the Unified Scienctometric Model. Fit of relational and activity indicators , 2005, Scientometrics.

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

[82]  N. Scott,et al.  Collaboration in the events literature: a co-authorship network study , 2008 .

[83]  M. Hammersley On 'systematic' reviews of research literatures: A 'narrative' response to Evans & Benefield , 2001 .

[84]  Haiyan Song,et al.  Cross-institutional collaboration networks in tourism and hospitality research , 2012 .

[85]  Daojie Wang,et al.  Reconstruction strategies after the Wenchuan Earthquake in Sichuan, China , 2011 .

[86]  Kathryn S. Savage,et al.  Tourism and hospitality research journals: Cross-citations among research communities , 1999 .

[87]  E. Cohen,et al.  Coinciding crises and tourism in contemporary Thailand , 2010 .

[88]  Katy Börner,et al.  Rete-netzwerk-red: analyzing and visualizing scholarly networks using the Network Workbench Tool , 2010, Scientometrics.

[89]  Allan House,et al.  Meta-review of high-quality systematic reviews of interventions in key areas of liaison psychiatry. , 2005, The British journal of psychiatry : the journal of mental science.

[90]  Miguela M. Mena,et al.  An analysis of institutional contributors to three major academic tourism journals: 1992-2001. , 2005 .

[91]  D. Bell Tourism and hospitality , 2009 .

[92]  Wolfgang Glänzel,et al.  National characteristics in international scientific co-authorship relations , 2004, Scientometrics.

[93]  Jen-Hung Huang,et al.  Earthquake devastation and recovery in tourism: the Taiwan case , 2002 .

[94]  Ivan Zupic,et al.  Bibliometric Methods in Management and Organization , 2014 .

[95]  Y. Reisinger,et al.  Travel Anxiety and Intentions to Travel Internationally: Implications of Travel Risk Perception , 2005 .

[96]  Jaume Rosselló,et al.  Global Economic Crisis and Tourism: Consequences and Perspectives , 2010 .

[97]  R. Law,et al.  The impact of the Severe Acute Respiratory Syndrome on hotels: a case study of Hong Kong , 2003, International Journal of Hospitality Management.

[98]  L. Pennington-Gray,et al.  The Role of Social Media in International Tourist’s Decision Making , 2015 .

[99]  Francisco Herrera,et al.  Science mapping software tools: Review, analysis, and cooperative study among tools , 2011, J. Assoc. Inf. Sci. Technol..

[100]  Chung-Hung Tsai,et al.  The establishment of a rapid natural disaster risk assessment model for the tourism industry , 2011 .

[101]  M. Weed Progress in sports tourism research? A meta-review and exploration of futures , 2009 .

[102]  U. Gretzel,et al.  Revealing the Nature of Contemporary Tourism Research: Extracting Common Subject Areas through Bibliographic Coupling , 2015 .

[103]  R. Ballantyne,et al.  Trends in tourism research , 2009 .

[104]  G. Stafford,et al.  kobinaarmoo@msn.com , 2005 .

[105]  J. Popay,et al.  Systematically reviewing qualitative and quantitative evidence to inform management and policy-making in the health field , 2005, Journal of health services research & policy.

[106]  B. Faulkner,et al.  Events in Indonesia: exploring the limits to formal tourism trends forecasting methods in complex crisis situations. , 2003 .

[107]  T. Lam,et al.  Rating tourism and hospitality journals , 2006 .

[108]  E. Smeral International tourism demand and the business cycle. , 2012 .

[109]  Marina Apaydin,et al.  A Multi-Dimensional Framework of Organizational Innovation: A Systematic Review of the Literature , 2010 .

[110]  C. Mulrow,et al.  Systematic Reviews: Rationale for systematic reviews , 1994, BMJ.

[111]  B. Mckercher Influence ratio: An alternate means to assess the relative influence of hospitality and tourism journals on research , 2012 .

[112]  S. Sönmez,et al.  Tourism in Crisis: Managing the Effects of Terrorism , 1999 .

[113]  Wu Bin,et al.  Knowledge Maps of Complex Network Visualization Based on Citespace , 2014 .

[114]  Dimitrios Buhalis,et al.  Progress in tourism management : a review of website evaluation in tourism research , 2010 .

[115]  R. Law,et al.  Components of Tourism Research: Evidence from Annals of Tourism Research , 2009 .

[116]  U. Brandes,et al.  Explorations into the Visualization of Policy Networks , 1999 .

[117]  Peter Hosie,et al.  Crisis Management in Tourism , 2008 .

[118]  Mauri Åhlberg,et al.  Visualizing Social Science Research: Maps, Methods, & Meaning , 2011 .

[119]  Ludo Waltman,et al.  Software survey: VOSviewer, a computer program for bibliometric mapping , 2009, Scientometrics.

[120]  C. Hart Doing a literature review: releasing the social science research imagination. , 1998 .

[121]  Nazmi Kozak,et al.  Bibliometric analysis of tourism and hospitality related articles published in Turkey , 2014 .

[122]  Rafael Wittek,et al.  Structural Holes , 2014, Encyclopedia of Social Network Analysis and Mining.

[123]  B. Mckercher,et al.  Publishing in tourism and hospitality journals: Is the past a prelude to the future? , 2015 .

[124]  Eugene Garfield,et al.  From the science of science to Scientometrics visualizing the history of science with HistCite software , 2009, J. Informetrics.

[125]  C. Haythornthwaite Social network analysis: An approach and technique for the study of information exchange☆ , 1996 .

[126]  Chaomei Chen,et al.  Visualizing knowledge domains , 2005, Annu. Rev. Inf. Sci. Technol..

[127]  N. Bontis,et al.  Meta-review of knowledge management and intellectual capital literature: citation impact and research productivity rankings , 2004 .

[128]  Ben-Gurion ADVANCING UNDERSTANDINGS : A Linguistic Approach to Tourism Epistemology , 2015 .

[129]  M. M. Kessler Bibliographic coupling between scientific papers , 1963 .

[130]  J. Crotts,et al.  The impact of the perception of risk on international travellers , 2007 .

[131]  Bob McKercher,et al.  A Study of Prolific Authors in 25 Tourism and Hospitality Journals , 2007 .

[132]  Catherine Law,et al.  Worked examples of alternative methods for the synthesis of qualitative and quantitative research in systematic reviews , 2007, BMC medical research methodology.

[133]  Ogen S. Goldman,et al.  Does International Tourism Affect Transnational Terrorism? , 2017 .

[134]  J. Ritchie,et al.  An investigation of academic leadership in tourism research: 1985–2004 , 2007 .

[135]  B. Ritchie,et al.  Tourism Crises and Disasters , 2014 .

[136]  Qin He,et al.  Knowledge Discovery Through Co-Word Analysis , 1999, Libr. Trends.

[137]  Chaomei Chen,et al.  Searching for intellectual turning points: Progressive knowledge domain visualization , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[138]  Yue Chen,et al.  Towards an explanatory and computational theory of scientific discovery , 2009, J. Informetrics.

[139]  Hailin Qu,et al.  Knowledge mapping of hospitality research − A visual analysis using CiteSpace , 2017 .

[140]  Meen Chul Kim,et al.  Emerging trends and new developments in regenerative medicine: a scientometric update (2000 – 2014) , 2014, Expert opinion on biological therapy.

[141]  Jennie Popay,et al.  Guidance on the conduct of narrative synthesis in systematic Reviews. A Product from the ESRC Methods Programme. Version 1 , 2006 .

[142]  B. Ritchie Tourism Disaster Planning and Management: From Response and Recovery to Reduction and Readiness , 2008 .

[143]  Einar Marnburg,et al.  Knowledge management in the hospitality industry: A review of empirical research , 2008 .

[144]  N. Evans,et al.  Published online in Wiley InterScience (www.interscience.wiley.com). DOI: 10.1002/jtr.527 Models of Crisis Management: an Evaluation of their Value for Strategic Planning in the International Travel Industry , 2005 .

[145]  D. Ioannides,et al.  Political Instability, War, and Tourism in Cyprus: Effects, Management, and Prospects for Recovery , 1999 .

[146]  Allan M. Williams,et al.  Tourism Risk and Uncertainty , 2015 .

[147]  Henry G. Small,et al.  Co-citation in the scientific literature: A new measure of the relationship between two documents , 1973, J. Am. Soc. Inf. Sci..

[148]  R. Sharpley,et al.  Consuming dark tourism: A Thanatological Perspective , 2008 .

[149]  E. Koç,et al.  Triangulation in tourism research: A bibliometric study of top three tourism journals , 2014 .

[150]  J. Sylvan Katz,et al.  Geographical proximity and scientific collaboration , 1994, Scientometrics.

[151]  D. Tranfield,et al.  Towards a Methodology for Developing Evidence-Informed Management Knowledge by Means of Systematic Review , 2003 .

[152]  Anthony F. J. van Raan,et al.  For Your Citations Only? Hot Topics in Bibliometric Analysis , 2005 .

[153]  Judith Mair,et al.  Towards a research agenda for post-disaster and post-crisis recovery strategies for tourist destinations: a narrative review , 2016 .

[154]  Katherine W. McCain,et al.  Visualizing a Discipline: An Author Co-Citation Analysis of Information Science, 1972-1995 , 1998, J. Am. Soc. Inf. Sci..

[155]  Chia-Kuen Cheng,et al.  An examination of tourism journal development , 2011 .

[156]  J. Abbott,et al.  Hospitality and Tourism Research Rankings by Author, University, and Country Using Six Major Journals , 2011 .

[157]  N. Storer,et al.  Invisible colleges. Diffusion of knowledge in scientific communities , 1972, Medicina e historia.