IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v206y2024ics0040162524002889.html
   My bibliography  Save this article

The impact of environment on enhancement of tourism system resilience in China: The moderating role of digital technology

Author

Listed:
  • Liu, Yingji
  • Hou, Yi
  • Guo, Ju
  • Yan, Chuangye

Abstract

Tourism is characterized by environmental sensitivity, and ecological impacts such as natural disasters have a profound impact on the vulnerability of tourism systems. Exploring the impact mechanisms and resilience of tourism systems provides new research perspectives on their ability to withstand vulnerability and promote sustainable development. This paper uses panel data from 2006 to 2021 as the research sample, and the resilience index for the tourism sector is constructed based on the DPSIR theory, using the entropy right TOPSIS method. The fixed effects model verifies the effect on tourism system resilience, while the mediation effect is tested through a mediation model. The research results show that: (1) the composite index of tourism system resilience in 31 provinces is on the rise, and the spatial distribution of ecological impact types in China is distinct due to geological variations, the temperature zone between the north and south, and the terrain between the east and west; (2) ecological impacts significantly and positively influence tourism system resilience, as established after various robustness tests; (3) there is some intermediary effect between ecological impacts and tourism system resilience; (4) ecological impact varies across different economic cycles.

Suggested Citation

  • Liu, Yingji & Hou, Yi & Guo, Ju & Yan, Chuangye, 2024. "The impact of environment on enhancement of tourism system resilience in China: The moderating role of digital technology," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    • Handle: RePEc:eee:tefoso:v:206:y:2024:i:c:s0040162524002889
    DOI: 10.1016/j.techfore.2024.123492
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162524002889
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.techfore.2024.123492?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Ramezani, Javaneh & Camarinha-Matos, Luis M., 2020. "Approaches for resilience and antifragility in collaborative business ecosystems," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    2. Cappa, Francesco & Collevecchio, Francesca & Oriani, Raffaele & Peruffo, Enzo, 2022. "Banks responding to the digital surge through Open Innovation: Stock market performance effects of M&As with fintech firms," Journal of Economics and Business, Elsevier, vol. 121(C).
    3. Ron Martin, 2012. "Regional economic resilience, hysteresis and recessionary shocks," Journal of Economic Geography, Oxford University Press, vol. 12(1), pages 1-32, January.
    4. Chung-Shing Chan & Kazuo Nozu & Ting On Lewis Cheung, 2020. "Tourism and natural disaster management process: perception of tourism stakeholders in the case of Kumamoto earthquake in Japan," Current Issues in Tourism, Taylor & Francis Journals, vol. 23(15), pages 1864-1885, August.
    5. Hadjielias, Elias & Christofi, Michael & Christou, Prokopis & Hadjielia Drotarova, Maria, 2022. "Digitalization, agility, and customer value in tourism," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    6. Su, Yi & Fan, Qi-ming, 2022. "Renewable energy technology innovation, industrial structure upgrading and green development from the perspective of China's provinces," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    7. Nepal, Rabindra & Zhao, Xiaomeng & Liu, Yang & Dong, Kangyin, 2024. "Can green finance strengthen energy resilience? The case of China," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    8. Kraus, Sascha & Kumar, Satish & Lim, Weng Marc & Kaur, Jaspreet & Sharma, Anuj & Schiavone, Francesco, 2023. "From moon landing to metaverse: Tracing the evolution of Technological Forecasting and Social Change," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    9. Liu, Qian & Gao, Jian & Li, Shijie, 2024. "The innovation model and upgrade path of digitalization driven tourism industry: Longitudinal case study of OCT," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    10. Zoppelletto, Alessia & Bullini Orlandi, Ludovico, 2022. "Cultural and digital collaboration infrastructures as sustainability enhancing factors: A configurational approach," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    11. Zabih-Allah Torabi & Mohammad Reza Rezvani & C. Michael Hall & Zaheer Allam, 2023. "On the post-pandemic travel boom: How capacity building and smart tourism technologies in rural areas can help - evidence from Iran," Post-Print hal-04457701, HAL.
    12. Škare, Marinko & Soriano, Domingo Riberio & Porada-Rochoń, Małgorzata, 2021. "Impact of COVID-19 on the travel and tourism industry," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    13. Torabi, Zabih-Allah & Rezvani, Mohammad Reza & Hall, C. Michael & Allam, Zaheer, 2023. "On the post-pandemic travel boom: How capacity building and smart tourism technologies in rural areas can help - evidence from Iran," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
    14. Victor Chang & Gary Wills & Patricia Baudier, 2022. "Impacts and investigations of disruptive technologies for Industry 4.0," Post-Print hal-04314450, HAL.
    15. Xiaoling Xie & Gaonan Zhou & Shibao Yu, 2023. "Study on Rural Ecological Resilience Measurement and Optimization Strategy Based on PSR-“Taking Weiyuan in Gansu Province as an Example”," Sustainability, MDPI, vol. 15(6), pages 1-20, March.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Kusa, Rafał & Suder, Marcin & Duda, Joanna, 2023. "Impact of greening on performance in the hospitality industry: Moderating effect of flexibility and inter-organizational cooperation," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    2. Mirela-Catrinel Voicu & Adina Bărbulescu & Denisa Abrudan, 2022. "On a City Guide App Model," Sustainability, MDPI, vol. 14(23), pages 1-17, November.
    3. Liangang Li & Shuoya Liu & Chen Li & Pingyu Zhang & Kevin Lo, 2022. "What Matters for Regional Economic Resilience Amid Multi Shock Situations: Structural or Agency? Evidence from Resource-Based Cities in China," Sustainability, MDPI, vol. 14(9), pages 1-18, May.
    4. Hongmei Chen & Songlin Cai, 2023. "Research on Evaluation and Influencing Factors of Regional Digital Innovation Ecosystem Resilience—Empirical Research Based on Panel Data of 30 Provinces and Cities in China," Sustainability, MDPI, vol. 15(13), pages 1-20, July.
    5. Justin Doran & Bernard Fingleton, 2014. "Economic shocks and growth: Spatio-temporal perspectives on Europe's economies in a time of crisis," Papers in Regional Science, Wiley Blackwell, vol. 93, pages 137-165, November.
    6. Marina Capparucci & Emanuela Ghignoni & Alina Verashchagina & Natalia Vorozhbit, 2015. "The Drivers of Innovation in the Italian Manufacturing Sector," Economia & lavoro, Carocci editore, issue 3, pages 111-128.
    7. Vinko Muštra & Blanka Šimundić & Zvonimir Kuliš, 2020. "Does innovation matter for regional labour resilience? The case of EU regions," Regional Science Policy & Practice, Wiley Blackwell, vol. 12(5), pages 955-970, October.
    8. Iva Gregurec & Martina Tomičić Furjan & Katarina Tomičić-Pupek, 2021. "The Impact of COVID-19 on Sustainable Business Models in SMEs," Sustainability, MDPI, vol. 13(3), pages 1-24, January.
    9. Nina Hangebruch & Frank Othengrafen, 2022. "Resilient Inner Cities: Conditions and Examples for the Transformation of Former Department Stores in Germany," Sustainability, MDPI, vol. 14(14), pages 1-25, July.
    10. Tapio Riepponen & Mikko Moilanen & Jaakko Simonen, 2023. "Themes of resilience in the economics literature: A topic modeling approach," Regional Science Policy & Practice, Wiley Blackwell, vol. 15(2), pages 326-356, April.
    11. Baier-Fuentes, Hugo & Andrade-Valbuena, Nelson A. & Huertas Gonzalez-Serrano, Maria & Gaviria-Marin, Magaly, 2023. "Bricolage as an effective tool for the survival of owner-managed SMEs during crises," Journal of Business Research, Elsevier, vol. 157(C).
    12. Roberto Antonietti & Ron Boschma, 2021. "Social capital, resilience, and regional diversification in Italy [Social capital, innovation and growth: evidence from Europe]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 30(3), pages 762-777.
    13. de Palma, André & Vosough, Shaghayegh & Liao, Feixiong, 2022. "An overview of effects of COVID-19 on mobility and lifestyle: 18 months since the outbreak," Transportation Research Part A: Policy and Practice, Elsevier, vol. 159(C), pages 372-397.
    14. Ugo Fratesi & Andrés Rodríguez-Pose, 2016. "The crisis and regional employment in Europe: what role for sheltered economies?," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 9(1), pages 33-57.
    15. Hui Yang & Xiangda Xu, 2024. "Coupling and Coordination Analysis of Digital Economy and Green Agricultural Development: Evidence from Major Grain Producing Areas in China," Sustainability, MDPI, vol. 16(11), pages 1-29, May.
    16. Chopdar, Prasanta Kr & Paul, Justin & Prodanova, Jana, 2022. "Mobile shoppers’ response to Covid-19 phobia, pessimism and smartphone addiction: Does social influence matter?," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    17. M. A. Hannan & M. S. Abd Rahman & Ali Q. Al-Shetwi & R. A. Begum & Pin Jern Ker & M. Mansor & M. S. Mia & M. J. Hossain & Z. Y. Dong & T. M. I. Mahlia, 2022. "Impact Assessment of COVID-19 Severity on Environment, Economy and Society towards Affecting Sustainable Development Goals," Sustainability, MDPI, vol. 14(23), pages 1-23, November.
    18. A D Adom, 2016. "Resilience of developing countries to shocks: Case study of WAEMU countries with SUR and VAR Approaches," Economic Issues Journal Articles, Economic Issues, vol. 21(2), pages 105-138, September.
    19. Paolo Di Caro, 2015. "Recessions, recoveries and regional resilience: evidence on Italy," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 8(2), pages 273-291.
    20. Vassilis Monastiriotis & Ian R Gordon & Ioannis Laliotis, 2021. "Uneven geographies of economic recovery and the stickiness of individual displacement," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 14(1), pages 157-178.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:tefoso:v:206:y:2024:i:c:s0040162524002889. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.sciencedirect.com/science/journal/00401625 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.