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Relationships between road transport indicators and expenditure of visitors in the context of European countries’ tourism competitiveness

Author

Listed:
  • Beata Gavurova

    (Tomas Bata University in Zlin, Czechia)

  • Martin Rigelsky

    (University of Prešov, Slovakia)

  • Martin Mikeska

    (Tomas Bata University in Zlin, Czechia)

Abstract

Research background: Transport represents a dynamic element in the tourism system. In recent decades, transport has been a subject of research mainly from the point of view of the sustainability of the economic systems and the environmental aspects. Purpose of the article: This study aimed to quantify the relationships between the selected indicators of road transport development and the expenditure of tourism visitors in the selected European countries in the context of the development of their competitiveness. Methods: The road transport indicators were applied in the research trajectories: density of road (DNST), hare of road infrastructure investment (SH INF), share of motorways (SH MWY), and indicators of visitor expenditure for business (BTS), leisure (LTS), domestic (DTS) and foreign (VEFS) tourism. In the first phase of the analyses, the countries of the European part of the OECD (N = 27; period of 2010–2018) were divided into two clusters based on the development index (HDI) and the innovation index (GII) through the cluster analysis. The two groups were created – more and less developed countries. The results of the analysis of differences declare that there are differences between these groups in the DNST, SH INF, BTS, LTS, and DTS indicators. The correlation and regression analysis methods were applied to quantify the relationships between the variables. Findings & value added: The difference between the groups of the countries was also shown in the relationships between the road transport development indicators and visitor spending. In more developed countries, the relationship between the traffic indicators on BTS and DTS was significant. In less developed countries, significant relationships were identified with LST and VEFS. This finding underscores regional disparities and cautions against assuming that what policy guidelines from developed countries will be effective in less developed ones. Therefore, when designing improvement policies, it is vital to consider countries in terms of their level of development.

Suggested Citation

  • Beata Gavurova & Martin Rigelsky & Martin Mikeska, 2023. "Relationships between road transport indicators and expenditure of visitors in the context of European countries’ tourism competitiveness," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 18(2), pages 393-418, June.
    • Handle: RePEc:pes:ierequ:v:18:y:2023:i:2:p:393-418
    DOI: 10.24136/eq.2023.012
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    as
    1. Eugeni Aguiló & Teresa Palmer & Jaume Rosselló, 2012. "Road Transport for Tourism: Evaluating Policy Measures from Consumer Profiles," Tourism Economics, , vol. 18(2), pages 281-293, April.
    2. Lorenzo Betta & Barbara Dattilo & Enrico di Bella & Giovanni Finocchiaro & Silvia Iaccarino, 2021. "Tourism and Road Transport Emissions in Italy," Sustainability, MDPI, vol. 13(22), pages 1-21, November.
    3. Laure Sandoz, 2021. "Localising Informal Practices in Transnational Entrepreneurship," Migration Letters, Migration Letters, vol. 18(2), pages 135-148, March.
    4. Katarzyna Kozicka & Sebastian Kot & I Gede Riana, 2019. "The Efficiency of Cooperation between the Participants in the Supply Chain in the Tourism-Related Branch of Industry in Relation to Client Satisfaction," Sustainability, MDPI, vol. 11(17), pages 1-12, August.
    5. Jie Zhang & Bjarne Madsen & Chris Jensen-Butler, 2007. "Regional Economic Impacts of Tourism: The Case of Denmark," Regional Studies, Taylor & Francis Journals, vol. 41(6), pages 839-854.
    6. Armenia ANDRONICEANU, 2016. "The Quality Of The Urban Transport In Bucharest And How To Improve It In Accordance With The Expectations Of The Citizens," Theoretical and Empirical Researches in Urban Management, Research Centre in Public Administration and Public Services, Bucharest, Romania, vol. 11(1), pages 5-18, February.
    7. Tereza Nìmeèková & Arshad Hayat, 2022. "Does trade openness improve the quality of domestic institutions? Evidence from Africa," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 17(4), pages 881-908, December.
    8. Elisabeth Kastenholz, 2005. "Analysing Determinants of Visitor Spending for the Rural Tourist Market in North Portugal," Tourism Economics, , vol. 11(4), pages 555-569, December.
    9. Nestor Shpak & Solomiya Ohinok & Ihor Kulyniak & W³odzimierz Sroka & Armenia Androniceanu, 2022. "Macroeconomic Indicators and CO2 Emissions in the EU Region," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 24(61), pages 817-817, August.
    10. Taotao Deng, 2013. "Impacts of Transport Infrastructure on Productivity and Economic Growth: Recent Advances and Research Challenges," Transport Reviews, Taylor & Francis Journals, vol. 33(6), pages 686-699, November.
    11. Marrocu, Emanuela & Paci, Raffaele & Zara, Andrea, 2015. "Micro-economic determinants of tourist expenditure: A quantile regression approach," Tourism Management, Elsevier, vol. 50(C), pages 13-30.
    12. Javier Ferri, 2004. "Evaluating the Regional Impact of a New Road on Tourism," Regional Studies, Taylor & Francis Journals, vol. 38(4), pages 409-418.
    13. Lakshmanan, T.R., 2011. "The broader economic consequences of transport infrastructure investments," Journal of Transport Geography, Elsevier, vol. 19(1), pages 1-12.
    14. Michal Bernardelli & Mariusz Prochniak & Bartosz Witkowski, 2021. "Time stability of the impact of institutions on economic growth and real convergence of the EU countries: implications from the hidden Markov models analysis," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 16(2), pages 285-323, June.
    15. Nishaal Gooroochurn & Guntur Sugiyarto, 2005. "Competitiveness Indicators in the Travel and Tourism Industry," Tourism Economics, , vol. 11(1), pages 25-43, March.
    16. Amemiya, Takeshi & MaCurdy, Thomas E, 1986. "Instrumental-Variable Estimation of an Error-Components Model," Econometrica, Econometric Society, vol. 54(4), pages 869-880, July.
    17. Aaron Gutiérrez & Daniel Miravet, 2016. "The Determinants of Tourist Use of Public Transport at the Destination," Sustainability, MDPI, vol. 8(9), pages 1-16, September.
    18. Arellano, M, 1987. "Computing Robust Standard Errors for Within-Groups Estimators," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 49(4), pages 431-434, November.
    19. Christer Thrane, 2014. "Modelling Micro-Level Tourism Expenditure: Recommendations on the Choice of Independent Variables, Functional Form and Estimation Technique," Tourism Economics, , vol. 20(1), pages 51-60, February.
    20. Gyorgy Kovacs & Sebastian Kot, 2016. "New Logistics And Production Trends As The Effect Of Global Economy Changes," Polish Journal of Management Studies, Czestochowa Technical University, Department of Management, vol. 14(2), pages 115-126, December.
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    More about this item

    Keywords

    road transport; expenditure of tourism visitors; transport indicators; competitiveness of countries; sustainable transport systems;
    All these keywords.

    JEL classification:

    • L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism
    • M1 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development

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