IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0278518.html
   My bibliography  Save this article

The moderating role of informatization between country risks and international tourism: A cross-country panel analysis

Author

Listed:
  • Zhaoming Deng
  • Meijing Zhou
  • Qiong Xu

Abstract

Informatization plays an increasingly important role in the tourism industry, while its effectiveness in alleviating tourism risks remains to be verified. This research aims to explore the effects of country risks on the international tourism and the moderating role of informatization between the two. This study firstly measures country risks based on the ICRG database, quantifies international tourism by tourism revenue, tourism expenditure, and tourist arrival, and calculates informatization level from informatization facilities, informatization applications, and informatization skills. A dynamic SYS-GMM model is then adopted to verify the research hypotheses based on the panel data of 138 countries from 2000 to 2019. The research results show that the composite country risk, political risk, economic risk, and financial risk all show a negative impact on the international tourism indicators regardless of different time periods, regions, or income levels. However, the effects are more obvious before the global financial crisis in 2008 and regions and countries with lower income levels. In addition, informatization is found to positively mitigate the adverse impacts of country risks on international tourism, especially for economic and financial risks. The research findings indicate the risk hedge potential of informatization in the tourism industry, which provides a profound reference for destination risk management.

Suggested Citation

  • Zhaoming Deng & Meijing Zhou & Qiong Xu, 2022. "The moderating role of informatization between country risks and international tourism: A cross-country panel analysis," PLOS ONE, Public Library of Science, vol. 17(12), pages 1-26, December.
  • Handle: RePEc:plo:pone00:0278518
    DOI: 10.1371/journal.pone.0278518
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0278518
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0278518&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0278518?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
    ---><---

    References listed on IDEAS

    as
    1. Karabulut, Gokhan & Bilgin, Mehmet Huseyin & Demir, Ender & Doker, Asli Cansin, 2020. "How pandemics affect tourism: International evidence," Annals of Tourism Research, Elsevier, vol. 84(C).
    2. Martins, Luís Filipe & Gan, Yi & Ferreira-Lopes, Alexandra, 2017. "An empirical analysis of the influence of macroeconomic determinants on World tourism demand," Tourism Management, Elsevier, vol. 61(C), pages 248-260.
    3. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    4. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    5. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LLC, vol. 9(1), pages 86-136, March.
    6. Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
    7. Konstantakis, Konstantinos N. & Soklis, George & Michaelides, Panayotis G., 2017. "Tourism expenditures and crisis transmission: A general equilibrium GVAR analysis with network theory," Annals of Tourism Research, Elsevier, vol. 66(C), pages 74-94.
    8. Oroian, Maria & Gheres, Marinela, 2012. "Developing a risk management model in travel agencies activity: An empirical analysis," Tourism Management, Elsevier, vol. 33(6), pages 1598-1603.
    9. Zhou, Hongji & Xu, Guoyin, 2022. "Research on the impact of green finance on China's regional ecological development based on system GMM model," Resources Policy, Elsevier, vol. 75(C).
    10. Quintal, Vanessa Ann & Lee, Julie Anne & Soutar, Geoffrey N., 2010. "Risk, uncertainty and the theory of planned behavior: A tourism example," Tourism Management, Elsevier, vol. 31(6), pages 797-805.
    11. Canh, Nguyen Phuc & Thanh, Su Dinh, 2020. "Domestic tourism spending and economic vulnerability," Annals of Tourism Research, Elsevier, vol. 85(C).
    12. Balsalobre-Lorente, Daniel & Driha, Oana M. & Sinha, Avik, 2020. "The dynamic effects of globalization process in analysing N-shaped tourism led growth hypothesis," MPRA Paper 100078, University Library of Munich, Germany.
    13. Usman Khalid & Luke Emeka Okafor & Nusrate Aziz, 2020. "Armed conflict, military expenditure and international tourism," Tourism Economics, , vol. 26(4), pages 555-577, June.
    14. Avraham, Eli, 2015. "Destination image repair during crisis: Attracting tourism during the Arab Spring uprisings," Tourism Management, Elsevier, vol. 47(C), pages 224-232.
    15. Tsai, Chung-Hung & Chen, Cheng-Wu, 2010. "An earthquake disaster management mechanism based on risk assessment information for the tourism industry-a case study from the island of Taiwan," Tourism Management, Elsevier, vol. 31(4), pages 470-481.
    16. Yu, Qionglei & McManus, Richard & Yen, Dorothy A. & Li, Xiang (Robert), 2020. "Tourism boycotts and animosity: A study of seven events," Annals of Tourism Research, Elsevier, vol. 80(C).
    17. Uddin, Md Akther & Ali, Md Hakim & Masih, Mansur, 2017. "Political stability and growth: An application of dynamic GMM and quantile regression," Economic Modelling, Elsevier, vol. 64(C), pages 610-625.
    18. Irandoust, Manuchehr, 2019. "On the relation between exchange rates and tourism demand: A nonlinear and asymmetric analysis," The Journal of Economic Asymmetries, Elsevier, vol. 20(C).
    19. Mehmet Yaya, 2009. "Terrorism And Tourism: The Case Of Turkey," Defence and Peace Economics, Taylor & Francis Journals, vol. 20(6), pages 477-497.
    20. Alegre, Joaquín & Mateo, Sara & Pou, Llorenç, 2013. "Tourism participation and expenditure by Spanish households: The effects of the economic crisis and unemployment," Tourism Management, Elsevier, vol. 39(C), pages 37-49.
    21. Heid, Benedikt & Langer, Julian & Larch, Mario, 2012. "Income and democracy: Evidence from system GMM estimates," Economics Letters, Elsevier, vol. 116(2), pages 166-169.
    22. Walter Enders & Todd Sandler & Gerald F. Parise, 1992. "An Econometric Analysis of the Impact of Terrorism on Tourism," Kyklos, Wiley Blackwell, vol. 45(4), pages 531-554, November.
    23. Viken, Arvid & Höckert, Emily & Grimwood, Bryan S.R., 2021. "Cultural sensitivity: Engaging difference in tourism," Annals of Tourism Research, Elsevier, vol. 89(C).
    24. repec:bla:kyklos:v:45:y:1992:i:4:p:531-54 is not listed on IDEAS
    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. Qu, Weihua & Qu, Guohua & Zhang, Xindong & Robert, Dixon, 2021. "The impact of public participation in environmental behavior on haze pollution and public health in China," Economic Modelling, Elsevier, vol. 98(C), pages 319-335.
    2. Ronald MacDonald & Flávio Vieira, "undated". "A panel data investigation of real exchange rate misalignment and growth," Working Papers 2010_13, Business School - Economics, University of Glasgow.
    3. Zoundi, Zakaria, 2017. "CO2 emissions, renewable energy and the Environmental Kuznets Curve, a panel cointegration approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 72(C), pages 1067-1075.
    4. Al-Shboul, Mohammad & Maghyereh, Aktham & Hassan, Abul & Molyneux, Phillip, 2020. "Political risk and bank stability in the Middle East and North Africa region," Pacific-Basin Finance Journal, Elsevier, vol. 60(C).
    5. Pan, Lei & Biru, Ashenafi & Lettu, Sandra, 2021. "Energy poverty and public health: Global evidence," Energy Economics, Elsevier, vol. 101(C).
    6. Xiaoxin Ma & Qiang Fu, 2020. "The Influence of Financial Development on Energy Consumption: Worldwide Evidence," IJERPH, MDPI, vol. 17(4), pages 1-15, February.
    7. Gharehgozli, Orkideh, 2021. "An empirical comparison between a regression framework and the Synthetic Control Method," The Quarterly Review of Economics and Finance, Elsevier, vol. 81(C), pages 70-81.
    8. Phuc Nguyen, Canh & Dinh Su, Thanh & Doytch, Nadia, 2020. "The drivers of financial development: Global evidence from internet and mobile usage," Information Economics and Policy, Elsevier, vol. 53(C).
    9. Tarik Dogru & Umit Bulut & Ercan Sirakaya-Turk, 2021. "Modeling tourism demand: Theoretical and empirical considerations for future research," Tourism Economics, , vol. 27(4), pages 874-889, June.
    10. Chun Jiang & Xiaoxin Ma, 2019. "The Impact of Financial Development on Carbon Emissions: A Global Perspective," Sustainability, MDPI, vol. 11(19), pages 1-22, September.
    11. Patrizia Ordine & Giuseppe Rose, 2008. "Local Banks Efficiency and Employment," LABOUR, CEIS, vol. 22(3), pages 469-493, September.
    12. Simplice A. Asongu & Joseph Nnanna & Paul N. Acha-Anyi, 2021. "The Openness Hypothesis in the Context of Economic Development in Sub-Saharan Africa: The Moderating Role of Trade Dynamics on FDI," The International Trade Journal, Taylor & Francis Journals, vol. 35(4), pages 336-359, July.
    13. Can Xu & Jan P. A. M. Jacobs & Jakob de Haan, 2023. "Does Household Borrowing Reduce the Trade Balance? Evidence from Developing and Developed Countries," Open Economies Review, Springer, vol. 34(4), pages 759-787, September.
    14. Kurt Hafner, 2008. "The pattern of international patenting and technology diffusion," Applied Economics, Taylor & Francis Journals, vol. 40(21), pages 2819-2837.
    15. Iheonu, Chimere & Asongu, Simplice & Odo, Kingsley & Ojiem, Patrick, 2020. "Financial Sector Development and Investment in Selected ECOWAS Countries: Empirical Evidence using Heterogeneous Panel Data Method," MPRA Paper 107102, University Library of Munich, Germany.
    16. Nguyen Phuc Canh & Nguyen Thanh Binh & Su Dinh Thanh & Christophe Schinckus, 2020. "Determinants of foreign direct investment inflows: The role of economic policy uncertainty," International Economics, CEPII research center, issue 161, pages 159-172.
    17. Atif Jahanger & Muhammad Usman & Daniel Balsalobre‐Lorente, 2022. "Linking institutional quality to environmental sustainability," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(6), pages 1749-1765, December.
    18. Simplice A. Asongu & Joseph Nnanna & Vanessa S. Tchamyou, 2020. "Finance, Institutions and Private Investment in Africa," Working Papers of the African Governance and Development Institute. 20/080, African Governance and Development Institute..
    19. Pao, Hsiao-Tien & Tsai, Chung-Ming, 2011. "Multivariate Granger causality between CO2 emissions, energy consumption, FDI (foreign direct investment) and GDP (gross domestic product): Evidence from a panel of BRIC (Brazil, Russian Federation, I," Energy, Elsevier, vol. 36(1), pages 685-693.
    20. Ha, Le Thanh, 2022. "Effects of digitalization on financialization: Empirical evidence from European countries," Technology in Society, Elsevier, vol. 68(C).

    More about this item

    Statistics

    Access and download statistics

    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:plo:pone00:0278518. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.