IDEAS home Printed from https://ideas.repec.org/a/spr/jknowl/v16y2025i1d10.1007_s13132-024-02033-5.html
   My bibliography  Save this article

Do Country Risks Matter for Tourism efficiency? Evidence from Mediterranean countries

Author

Listed:
  • Manel Frifita

    (University of Tunis El Manar)

  • Zouhair Hadhek

    (Higher Institute of Management of Gabes)

Abstract

This research fills the gap in the existing literature on tourism by examining the impacts of country stability (economic, financial and political) on tourism efficiency (cost and profit). To consider the potential nonlinear relationships among the variables, we employ a new method of moment quantile regression, analyzing panel data from 17 countries between 2000 and 2020. The findings of the study reveal that higher country stability generally leads to higher tourism efficiency. The results suggest that the influence of country risk ratings on tourism efficiency is mainly nonlinear across different tourism efficiency quantiles. Moreover, the various components of risk rating scores have differing effects on tourism efficiency. These insights emphasize the imperative for policymakers to devise nuanced strategies that harness the synergies between stability factors and tourism efficiency for sustainable economic growth. This implies that policymakers should take into account the cost and profit efficiency of their tourism industry when setting country stability strategies.

Suggested Citation

  • Manel Frifita & Zouhair Hadhek, 2025. "Do Country Risks Matter for Tourism efficiency? Evidence from Mediterranean countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(1), pages 5093-5142, March.
  • Handle: RePEc:spr:jknowl:v:16:y:2025:i:1:d:10.1007_s13132-024-02033-5
    DOI: 10.1007/s13132-024-02033-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13132-024-02033-5
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s13132-024-02033-5?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. Hoti, Suhejla, 2005. "Modelling country spillover effects in country risk ratings," Emerging Markets Review, Elsevier, vol. 6(4), pages 324-345, December.
    2. Lozano-Vivas, Ana & Pasiouras, Fotios, 2010. "The impact of non-traditional activities on the estimation of bank efficiency: International evidence," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1436-1449, July.
    3. Hassan Gholipour Fereidouni & Usama Al-mulali, 2014. "The interaction between tourism and FDI in real estate in OECD countries," Current Issues in Tourism, Taylor & Francis Journals, vol. 17(2), pages 105-113, February.
    4. Westerlund, Joakim & Narayan, Paresh Kumar & Zheng, Xinwei, 2015. "Testing for stock return predictability in a large Chinese panel," Emerging Markets Review, Elsevier, vol. 24(C), pages 81-100.
    5. James J. Heckman & Jeffrey Smith & Nancy Clements, 1997. "Making The Most Out Of Programme Evaluations and Social Experiments: Accounting For Heterogeneity in Programme Impacts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 487-535.
    6. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    7. Maria Francesca Cracolici & Peter Nijkamp & Piet Rietveld, 2008. "Assessment of Tourism Competitiveness by Analysing Destination Efficiency," Tourism Economics, , vol. 14(2), pages 325-342, June.
    8. 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.
    9. Nadir Öcal & Jülide Yildirim, 2010. "Regional effects of terrorism on economic growth in Turkey: A geographically weighted regression approach," Journal of Peace Research, Peace Research Institute Oslo, vol. 47(4), pages 477-489, July.
    10. Moore, Winston & CRAIGWELL, ROLAND, 2008. "Foreign direct investment and tourism in SIDS: evidence from panel causality tests," MPRA Paper 33438, University Library of Munich, Germany.
    11. Lee, Yong-Jin Alex & Jang, Seongsoo & Kim, Jinwon, 2020. "Tourism clusters and peer-to-peer accommodation," Annals of Tourism Research, Elsevier, vol. 83(C).
    12. Chien-Chiang Lee & Chun-Wei Lin, 2018. "Economic growth, financial market, and twin crises," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 27(8), pages 937-967, November.
    13. Sharon Hadad & Yossi Hadad & Miki Malul & Mosi Rosenboim, 2012. "The Economic Efficiency of the Tourism Industry: A Global Comparison," Tourism Economics, , vol. 18(5), pages 931-940, October.
    14. Alvarez, Maria D. & Campo, Sara, 2014. "The influence of political conflicts on country image and intention to visit: A study of Israel's image," Tourism Management, Elsevier, vol. 40(C), pages 70-78.
    15. Aizenman, Joshua & Hutchison, Michael M., 2012. "Exchange market pressure and absorption by international reserves: Emerging markets and fear of reserve loss during the 2008–2009 crisis," Journal of International Money and Finance, Elsevier, vol. 31(5), pages 1076-1091.
    16. Dogan, Eyup & Altinoz, Buket & Madaleno, Mara & Taskin, Dilvin, 2020. "The impact of renewable energy consumption to economic growth: A replication and extension of Inglesi-Lotz (2016)," Energy Economics, Elsevier, vol. 90(C).
    17. Battese, George E. & Corra, Greg S., 1977. "Estimation Of A Production Frontier Model: With Application To The Pastoral Zone Of Eastern Australia," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 21(3), pages 1-11, December.
    18. Maria Santa-Gallego, Jaume Rosello-Nadal and Johan Fourie, 2016. "The effects of terrorism, crime and corruption on tourist arrivals," Working Papers 595, Economic Research Southern Africa.
    19. Rajiv D. Banker & Richard C. Morey, 1986. "Efficiency Analysis for Exogenously Fixed Inputs and Outputs," Operations Research, INFORMS, vol. 34(4), pages 513-521, August.
    20. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    21. Liu, Tengdong & Hammoudeh, Shawkat & Thompson, Mark A., 2013. "A momentum threshold model of stock prices and country risk ratings: Evidence from BRICS countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 27(C), pages 99-112.
    22. Marie Poprawe, 2015. "A panel data analysis of the effect of corruption on tourism," Applied Economics, Taylor & Francis Journals, vol. 47(23), pages 2399-2412, May.
    23. Zhike Lv & Ting Xu, 2017. "A panel data quantile regression analysis of the impact of corruption on tourism," Current Issues in Tourism, Taylor & Francis Journals, vol. 20(6), pages 603-616, April.
    24. Maudos, Joaquin & Pastor, Jose M. & Perez, Francisco & Quesada, Javier, 2002. "Cost and profit efficiency in European banks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 12(1), pages 33-58, February.
    25. Bo Zhou & Yanping Xu & Seul Ki Lee, 2019. "Tourism development and regional production efficiency: Evidence from southwestern China," Tourism Economics, , vol. 25(5), pages 800-818, August.
    26. Suhejla Hoti & Michael McAleer & Riaz Shareef, 2005. "Modelling Country Risk and Uncertainty in Small Island Tourism Economies," Tourism Economics, , vol. 11(2), pages 159-183, June.
    27. repec:rza:wpaper:78 is not listed on IDEAS
    28. Federico Inchausti-Sintes & Ubay Pérez-Granja & José Juan Morales-Mohamed, 2021. "Analysing labour productivity and its economic consequences in the two Spanish tourist archipelagos," Tourism Economics, , vol. 27(5), pages 1039-1059, August.
    29. Rogers, Kevin E., 1998. "Nontraditional activities and the efficiency of US commercial banks," Journal of Banking & Finance, Elsevier, vol. 22(4), pages 467-482, May.
    30. Parkan, Celik, 1996. "Measuring the performance of hotel operations," Socio-Economic Planning Sciences, Elsevier, vol. 30(4), pages 257-292, December.
    31. Inchausti-Sintes, Federico, 2015. "Tourism: Economic growth, employment and Dutch Disease," Annals of Tourism Research, Elsevier, vol. 54(C), pages 172-189.
    32. Ramazan Sari & Mehmet Uzunkaya & Shawkat Hammoudeh, 2013. "The Relationship Between Disaggregated Country Risk Ratings and Stock Market Movements: An ARDL Approach," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 49(1), pages 4-16, January.
    33. Bernardino Benito & José Solana & Pilar López, 2014. "Determinants of Spanish Regions' Tourism Performance: A Two-Stage, Double-Bootstrap Data Envelopment Analysis," Tourism Economics, , vol. 20(5), pages 987-1012, October.
    34. Boris Prevolšek & Maja Borlinič Gačnik & Črtomir Rozman, 2023. "Applying Integrated Data Envelopment Analysis and Analytic Hierarchy Process to Measuring the Efficiency of Tourist Farms: The Case of Slovenia," Sustainability, MDPI, vol. 15(5), pages 1-18, February.
    35. Athanasia Karakitsiou & Markos Kourgiantakis & Athanasia Mavrommati & Athanasios Migdalas, 2020. "Regional efficiency evaluation by input-oriented data envelopment analysis of hotel and restaurant sector," Operational Research, Springer, vol. 20(4), pages 2041-2058, December.
    36. Harumi Ito & Darin Lee, 2005. "Comparing the Impact of the September 11th Terrorist Attacks on International Airline Demand," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 12(2), pages 225-249.
    37. Ron Martin & Peter Sunley, 2006. "Path dependence and regional economic evolution," Journal of Economic Geography, Oxford University Press, vol. 6(4), pages 395-437, August.
    38. Joakim Westerlund & Paresh K Narayan & Xinwei Zheng, "undated". "Testing For Stock Return Predictability In A Large Chinese Panel," Working Papers 2015_11, Deakin University, Department of Economics.
    39. Shareef, Riaz & Hoti, Suhejla, 2005. "Small island tourism economies and country risk ratings," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 68(5), pages 553-566.
    40. Paul-Francois Muzindutsi & Jean Claude Manaliyo, 2018. "Econometric analysis of real exchange rate shocks and real growth of the tourism sector in South Africa," International Journal of Monetary Economics and Finance, Inderscience Enterprises Ltd, vol. 11(3), pages 205-214.
    41. Webster, Craig & Ivanov, Stanislav, 2014. "Transforming competitiveness into economic benefits: Does tourism stimulate economic growth in more competitive destinations?," Tourism Management, Elsevier, vol. 40(C), pages 137-140.
    42. Lachaal, Lassaad & Chebil, Ali & Dhehibi, Boubaker, 2004. "A Panel Data Approach to the Measurement of Technical Efficiency and its Determinants: Some Evidence from the Tunisian Agro-Food Industry," Agricultural Economics Review, Greek Association of Agricultural Economists, vol. 5(01), pages 1-9, January.
    43. Suhejla Hoti & Michael McAleer, 2004. "An Empirical Assessment of Country Risk Ratings and Associated Models," Journal of Economic Surveys, Wiley Blackwell, vol. 18(4), pages 539-588, September.
    44. Tony Lancaster, 2002. "Orthogonal Parameters and Panel Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(3), pages 647-666.
    45. Zhensheng Chen & Xueli Chen & Xiaoqing Gan & Kaixuan Bai & Tomas Baležentis & Lixin Cui, 2020. "Technical Efficiency of Regional Public Hospitals in China Based on the Three-Stage DEA," IJERPH, MDPI, vol. 17(24), pages 1-17, December.
    46. Robin L. Diamonte & John M. Liew & Ross L. Stevens, 1996. "Political Risk in Emerging and Developed Markets," Financial Analysts Journal, Taylor & Francis Journals, vol. 52(3), pages 71-76, May.
    47. Chiu, Yi-Bin & Lee, Chien-Chiang, 2020. "Effects of financial development on energy consumption: The role of country risks," Energy Economics, Elsevier, vol. 90(C).
    48. Frenken, Koen & Hardeman, Sjoerd & Hoekman, Jarno, 2009. "Spatial scientometrics: Towards a cumulative research program," Journal of Informetrics, Elsevier, vol. 3(3), pages 222-232.
    49. George E. Battese & Greg S. Corra, 1977. "Estimation Of A Production Frontier Model: With Application To The Pastoral Zone Of Eastern Australia," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 21(3), pages 169-179, December.
    50. Tiago Neves Sequeira & Paulo Maçãs Nunes, 2008. "Does Country Risk Influence International Tourism? A Dynamic Panel Data Analysis," The Economic Record, The Economic Society of Australia, vol. 84(265), pages 223-236, June.
    51. Brückner, Markus & Gradstein, Mark, 2015. "Income growth, ethnic polarization, and political risk: Evidence from international oil price shocks," Journal of Comparative Economics, Elsevier, vol. 43(3), pages 575-594.
    52. Yair Eilat & Liran Einav, 2004. "Determinants of international tourism: a three-dimensional panel data analysis," Applied Economics, Taylor & Francis Journals, vol. 36(12), pages 1315-1327.
    53. Hira Arain & Liyan Han & Arshian Sharif & Muhammad Saeed Meo, 2020. "Investigating the effect of inbound tourism on FDI: The importance of quantile estimations," Tourism Economics, , vol. 26(4), pages 682-703, June.
    54. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    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. Ivan Huljak & Reiner Martin & Diego Moccero, 2021. "Bank productivity in CESEE countries," Focus on European Economic Integration, Oesterreichische Nationalbank (Austrian Central Bank), issue Q2/21, pages 83-104.
    2. Arbelo-Pérez, Marta & Arbelo, Antonio & Pérez-Gómez, Pilar, 2017. "Impact of quality on estimations of hotel efficiency," Tourism Management, Elsevier, vol. 61(C), pages 200-208.
    3. Lee, Chien-Chiang & Yuan, Zihao & Lee, Chi-Chuan, 2023. "A nonlinear analysis of the impacts of information and communication technologies on environmental quality: A global perspective," Energy Economics, Elsevier, vol. 128(C).
    4. Md. Asif Nawaz, 2021. "Impact of Specialization, Ownership Structure, and Size on Cost and Profit Efficiency of US Commercial and Savings Banks," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 11(3), pages 1-4.
    5. Huljak, Ivan & Martin, Reiner & Moccero, Diego, 2019. "The cost-efficiency and productivity growth of euro area banks," Working Paper Series 2305, European Central Bank.
    6. Chien-Chiang Lee & Mei-Ping Chen & Wenmin Wu & Wenwu Xing, 2021. "The impacts of ICTs on tourism development: International evidence based on a panel quantile approach," Information Technology & Tourism, Springer, vol. 23(4), pages 509-547, December.
    7. Joey Pek U Sou & Thea Vinnicombe, 2023. "Does governance quality matter for FDI-led tourism development? A supply-side perspective," Tourism Economics, , vol. 29(2), pages 392-408, March.
    8. Chrysovalantis Gaganis & Iftekhar Hasan & Fotios Pasiouras, 2013. "Efficiency and stock returns: evidence from the insurance industry," Journal of Productivity Analysis, Springer, vol. 40(3), pages 429-442, December.
    9. Ivan Huljak & Reiner Martin & Diego Moccero, 2022. "The productivity growth of euro area banks," Journal of Productivity Analysis, Springer, vol. 58(1), pages 15-33, August.
    10. Adnan Kasman & Saadet Kirbas Kasman & Oscar Carvallo, 2005. "Efficiency and Foreign Ownership in Banking: An International Comparison," Discussion Paper Series 05/03, Dokuz Eylül University, Faculty of Business, Department of Economics, revised 23 Nov 2005.
    11. Lee, Chien-Chiang & Yuan, Zihao & Ho, Shan-Ju, 2022. "How does export diversification affect income inequality? International evidence," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 410-421.
    12. Lee, Chien-Chiang & Yuan, Zihao & Lee, Chi-Chuan & Chang, Yu-Fang, 2022. "The impact of renewable energy technology innovation on energy poverty: Does climate risk matter?," Energy Economics, Elsevier, vol. 116(C).
    13. repec:use:tkiwps:3232 is not listed on IDEAS
    14. Boyle, G.E. & McQuinn, K., 2003. "Why do some countries produce so much more output per worker than others? A note," Economics Department Working Paper Series n1331103, Department of Economics, National University of Ireland - Maynooth.
    15. Yusuf Tashrifov, 2005. "The Effects of Market Reform on Cotton Production Efficiency. The Case of Tajikistan," International and Development Economics Working Papers idec05-8, International and Development Economics.
    16. Rajendran, Srinivasulu, 2014. "Technical Efficiency of Fruit and Vegetable Producers in Tamil Nadu, India: A Stochastic Frontier Approach," Asian Journal of Agriculture and Development, Southeast Asian Regional Center for Graduate Study and Research in Agriculture (SEARCA), vol. 11(01), pages 1-17, June.
    17. Thi Bich Tran & R. Quentin Grafton & Tom Kompas, 2008. "Firm Efficiency in a Transitional Economy: Evidence from Vietnam," Asian Economic Journal, East Asian Economic Association, vol. 22(1), pages 47-66, March.
    18. Nuno Ferreira & Francisca Mendonça Souza & Adriano Mendonça Souza, 2014. "PSI-20 Portfolio Efficiency Analysis with SFA," International Journal of Finance, Insurance and Risk Management, International Journal of Finance, Insurance and Risk Management, vol. 4(3), pages 785-785.
    19. Bavorova, Miroslava & Curtiss, Jarmila & Jelinek, Ladislav, 2005. "Czech Agricultural Associations and the Impact of Membership on Farm Efficiency," 94th Seminar, April 9-10, 2005, Ashford, UK 24430, European Association of Agricultural Economists.
    20. Seog-Chan Oh & Alfred J. Hildreth, 2014. "Estimating the Technical Improvement of Energy Efficiency in the Automotive Industry—Stochastic and Deterministic Frontier Benchmarking Approaches," Energies, MDPI, vol. 7(9), pages 1-27, September.
    21. Kuo-Liang Matt Chang & Todd A. Lone, 2009. "The Efficiency of Labor Input in the Tree Nut Growers Industry: A Stochastic Frontier Production Approach Study in Butte County, California," SDSU Working Papers in Progress 42009, South Dakota State University, Department of Economics.

    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:spr:jknowl:v:16:y:2025:i:1:d:10.1007_s13132-024-02033-5. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.