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Tourism research from its inception to present day: Subject area, geography, and gender distributions

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  • Andrei P Kirilenko
  • Svetlana Stepchenkova

Abstract

This paper uses text data mining to identify long-term developments in tourism academic research from the perspectives of thematic focus, geography, and gender of tourism authorship. Abstracts of papers published in the period of 1970–2017 in high-ranking tourist journals were extracted from the Scopus database and served as data source for the analysis. Fourteen subject areas were identified using the Latent Dirichlet Allocation (LDA) text mining approach. LDA integrated with GIS information allowed to obtain geography distribution and trends of scholarly output, while probabilistic methods of gender identification based on social network data mining were used to track gender dynamics with sufficient confidence. The findings indicate that, while all 14 topics have been prominent from the inception of tourism studies to the present day, the geography of scholarship has notably expanded and the share of female authorship has increased through time and currently almost equals that of male authorship.

Suggested Citation

  • Andrei P Kirilenko & Svetlana Stepchenkova, 2018. "Tourism research from its inception to present day: Subject area, geography, and gender distributions," PLOS ONE, Public Library of Science, vol. 13(11), pages 1-20, November.
    • Handle: RePEc:plo:pone00:0206820
    DOI: 10.1371/journal.pone.0206820
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    References listed on IDEAS

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    1. Gunter, Ulrich & Önder, Irem & Smeral, Egon, 2019. "Scientific value of econometric tourism demand studies," Annals of Tourism Research, Elsevier, vol. 78(C), pages 1-1.
    2. I. F. Kuzminov & P. A. Lobanova, 2021. "Economic and Geographical Analysis of the Current State of the Pulp and Paper Industry of European Russia: How is Text Mining Helpful?," Regional Research of Russia, Springer, vol. 11(4), pages 477-489, October.

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