TY - JOUR
T1 - Destination competitiveness research over the past three decades
T2 - a computational literature review using topic modelling
AU - Xia, Haiyang
AU - Muskat, Birgit
AU - Karl, Marion
AU - Li, Gang
AU - Law, Rob
N1 - Publisher Copyright:
© 2024 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group.
PY - 2024
Y1 - 2024
N2 - The aim of this study is to comprehensively review the topics and themes studied in destination competitiveness research and to enrich tourism researchers’ literature review toolbox with the computational literature review technique. A novel computational literature review framework that can be applied to review tourism research domains characterised by an abundance of literature is developed. Enabled by the developed computational literature review framework with topic modelling, this study offers a comprehensive review of 1,130 destination competitiveness studies. The results identified several promising research topics, themes and theoretical perspectives that can be perused in future destination competitiveness studies.
AB - The aim of this study is to comprehensively review the topics and themes studied in destination competitiveness research and to enrich tourism researchers’ literature review toolbox with the computational literature review technique. A novel computational literature review framework that can be applied to review tourism research domains characterised by an abundance of literature is developed. Enabled by the developed computational literature review framework with topic modelling, this study offers a comprehensive review of 1,130 destination competitiveness studies. The results identified several promising research topics, themes and theoretical perspectives that can be perused in future destination competitiveness studies.
KW - Destination competitiveness
KW - bertopic
KW - comprehensive literature analysis
KW - computational literature review
KW - machine learning algorithm
KW - ordinary least squares regression
KW - text mining
KW - topic modelling
KW - tourism
KW - tourist destination
UR - http://www.scopus.com/inward/record.url?scp=85189563811&partnerID=8YFLogxK
U2 - 10.1080/10548408.2024.2332278
DO - 10.1080/10548408.2024.2332278
M3 - Article
SN - 1054-8408
VL - 41
SP - 726
EP - 742
JO - Journal of Travel and Tourism Marketing
JF - Journal of Travel and Tourism Marketing
IS - 5
ER -