Tourism sustainability is a complex and multidimensional construct, for which there is no shared definition in the literature. Consequently, there is no standard method for its measurement, and the adoption of sustainable practices often falls short of reached goals. Therefore, contributing to the definition of the concept of sustainable tourism is essential, both for policymakers and academics. In this vein, news media data can represent a key element through which to understand the debate about tourism sustainability. This research aims to exploit the potential of news texts to explore how sustainable tourism is conceived within specific cultural contexts. Focusing on the case study of Italy, we analysed how the concept of tourism sustainability is represented in Italian newspapers, extracting the topics discussed in relation to this theme. From a methodological point of view, we employed a network-based approach for topic extraction. Our study contributes to the literature on tourism sustainability by proposing an innovative method for extracting information from unstructured data sources, such as textual data, providing policymakers with insights about the narrative around this topic.

The narrative on tourism sustainability in Italian news: A text mining approach / Carla Galluccio, Paola Beccherle, Alessandra Petrucci. - In: BIG DATA RESEARCH. - ISSN 2214-580X. - ELETTRONICO. - 41:(2025), pp. 100541.0-100541.0. [10.1016/j.bdr.2025.100541]

The narrative on tourism sustainability in Italian news: A text mining approach

Carla Galluccio
;
Paola Beccherle;Alessandra Petrucci
2025

Abstract

Tourism sustainability is a complex and multidimensional construct, for which there is no shared definition in the literature. Consequently, there is no standard method for its measurement, and the adoption of sustainable practices often falls short of reached goals. Therefore, contributing to the definition of the concept of sustainable tourism is essential, both for policymakers and academics. In this vein, news media data can represent a key element through which to understand the debate about tourism sustainability. This research aims to exploit the potential of news texts to explore how sustainable tourism is conceived within specific cultural contexts. Focusing on the case study of Italy, we analysed how the concept of tourism sustainability is represented in Italian newspapers, extracting the topics discussed in relation to this theme. From a methodological point of view, we employed a network-based approach for topic extraction. Our study contributes to the literature on tourism sustainability by proposing an innovative method for extracting information from unstructured data sources, such as textual data, providing policymakers with insights about the narrative around this topic.
2025
41
0
0
Goal 8: Decent work and economic growth
Goal 11: Sustainable cities and communities
Goal 13: Climate action
Goal 17: Partnerships for the goals
Goal 3: Good health and well-being
Carla Galluccio, Paola Beccherle, Alessandra Petrucci
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Utilizza questo identificatore per citare o creare un link a questa risorsa: https://hdl.handle.net/2158/1425134
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