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Nonlinear nexus between corruption and tourism arrivals: a global analysis

Author

Listed:
  • Krambia-Kapardis Maria

    (Cyprus University of Technology)

  • Stylianou Ioanna

    (University of Central Lancashire)

  • Demetriou Salomi

    (University of Central Lancashire)

Abstract

The relationship between corruption and tourism has been sporadically examined over the years. According to the existing theory, there is an inverted U relationship which implies that tourism demand initially increases as corruption increases (greasing the wheels) and after a certain threshold level of corruption, tourism demand decreases (sanding the wheels). Empirical studies so far concentrated on capturing the nonlinear relationship, by applying a simple linear model and by including corruption as a quadratic term. In the current paper, the authors revisit the “greasing and sanding the wheels” hypothesis by applying an advanced econometric technique, the threshold regression model, which deals with a key element of model uncertainty, namely parameter heterogeneity. In particular, using a sample of 83 countries from 2001 to 2018, the authors firstly examine if there is a nonlinear relationship between corruption and tourism, and then, they estimate the threshold value of corruption. According to the results, the null hypothesis of a linear model against the alternative of a threshold model with two regimes is strongly rejected. Furthermore, while the effect of corruption on tourism is positive in the low corruption regime and negative in the high corruption regime, a heterogeneous relationship is also found between other politico-socio-economic variables and tourism demand in the low and high corruption regimes.

Suggested Citation

  • Krambia-Kapardis Maria & Stylianou Ioanna & Demetriou Salomi, 2022. "Nonlinear nexus between corruption and tourism arrivals: a global analysis," Empirical Economics, Springer, vol. 63(4), pages 1997-2024, October.
  • Handle: RePEc:spr:empeco:v:63:y:2022:i:4:d:10.1007_s00181-021-02193-2
    DOI: 10.1007/s00181-021-02193-2
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    References listed on IDEAS

    as
    1. Caner, Mehmet & Hansen, Bruce E., 2004. "Instrumental Variable Estimation Of A Threshold Model," Econometric Theory, Cambridge University Press, vol. 20(5), pages 813-843, October.
    2. Daniel Kaufmann & Sanjay Pradhan & Randi Ryterman, 1998. "New Frontiers in Diagnosing and Combating Corruption," World Bank Publications - Reports 11530, The World Bank Group.
    3. Bruce E. Hansen, 2000. "Sample Splitting and Threshold Estimation," Econometrica, Econometric Society, vol. 68(3), pages 575-604, May.
    4. Sakkarin Nonthapot & Hooi Hooi Lean, 2013. "Demand of Thai Tourists to Lao PDR: An Ardl Approach," Asian Journal of Empirical Research, Asian Economic and Social Society, vol. 3(3), pages 279-285, March.
    5. Yadav,Vineeta & Mukherjee,Bumba, 2016. "The Politics of Corruption in Dictatorships," Cambridge Books, Cambridge University Press, number 9781107083233, October.
    6. Gastanaga, Victor M. & Nugent, Jeffrey B. & Pashamova, Bistra, 1998. "Host Country Reforms and FDI Inflows: How Much Difference do they Make?," World Development, Elsevier, vol. 26(7), pages 1299-1314, July.
    7. Yadav,Vineeta & Mukherjee,Bumba, 2016. "The Politics of Corruption in Dictatorships," Cambridge Books, Cambridge University Press, number 9781107443778, October.
    8. 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.
    9. Pierre-Guillaume Méon & Khalid Sekkat, 2005. "Does corruption grease or sand the wheels of growth?," Public Choice, Springer, vol. 122(1), pages 69-97, January.
    10. StevenN. Durlauf & Andros Kourtellos & ChihMing Tan, 2008. "Are Any Growth Theories Robust?," Economic Journal, Royal Economic Society, vol. 118(527), pages 329-346, March.
    11. Transparency International TI, 2012. "Corruption Perceptions Index 2012," Working Papers id:5186, eSocialSciences.
    12. Mete Feridun, 2011. "Impact of terrorism on tourism in Turkey: empirical evidence from Turkey," Applied Economics, Taylor & Francis Journals, vol. 43(24), pages 3349-3354.
    13. De Vita, Glauco, 2014. "The long-run impact of exchange rate regimes on international tourism flows," Tourism Management, Elsevier, vol. 45(C), pages 226-233.
    14. Seo, Myung Hwan & Shin, Yongcheol, 2016. "Dynamic panels with threshold effect and endogeneity," Journal of Econometrics, Elsevier, vol. 195(2), pages 169-186.
    15. Alberto Chong & Mark Gradstein, 2007. "Inequality and Institutions," The Review of Economics and Statistics, MIT Press, vol. 89(3), pages 454-465, August.
    16. Ho Fai Chan & Bruno S. Frey & Ahmed Skali & Benno Torgler, 2019. "Political Entrenchment and GDP Misreporting," CREMA Working Paper Series 2019-02, Center for Research in Economics, Management and the Arts (CREMA).
    17. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    18. Kourtellos, Andros & Stengos, Thanasis & Tan, Chih Ming, 2016. "Structural Threshold Regression," Econometric Theory, Cambridge University Press, vol. 32(4), pages 827-860, August.
    19. Daniel Kaufmann & Aart Kraay, 2002. "Growth without Governance," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Fall 2002), pages 169-230, August.
    20. Duha Altindag, 2014. "Crime and International Tourism," Journal of Labor Research, Springer, vol. 35(1), pages 1-14, March.
    21. Paolo Mauro, 2004. "The Persistence of Corruption and Slow Economic Growth," IMF Staff Papers, Palgrave Macmillan, vol. 51(1), pages 1-1.
    22. Kaddour Hadri, 2000. "Testing for stationarity in heterogeneous panel data," Econometrics Journal, Royal Economic Society, vol. 3(2), pages 148-161.
    23. Teresa Garin-Munoz & Teodosio Perez Amaral, 2000. "An econometric model for international tourism flows to Spain," Applied Economics Letters, Taylor & Francis Journals, vol. 7(8), pages 525-529.
    24. 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.
    25. Jayoti Das & Cassandra Dirienzo, 2010. "Tourism Competitiveness and Corruption: A Cross-Country Analysis," Tourism Economics, , vol. 16(3), pages 477-492, September.
    26. Mohammad I. Azim & Ron Kluvers, 2019. "Resisting Corruption in Grameen Bank," Journal of Business Ethics, Springer, vol. 156(3), pages 591-604, May.
    27. Sakkarin Nonthapot & Hooi Hooi Lean, 2013. "Demand of Thai Tourists to Lao PDR: An Ardl Approach," Asian Journal of Empirical Research, Asian Economic and Social Society, vol. 3(3), pages 279-285.
    28. Alexis Papathanassis, 2016. "Curing the ‘Beach Disease’: Corruption and the Potential of Tourismled Transformation for Developing Countries and Transitional Economies," Ovidius University Annals, Economic Sciences Series, Ovidius University of Constantza, Faculty of Economic Sciences, vol. 0(1), pages 75-80, July.
    29. Schwindt-Bayer,Leslie A. & Tavits,Margit, 2016. "Clarity of Responsibility, Accountability, and Corruption," Cambridge Books, Cambridge University Press, number 9781107127647, October.
    30. Rafael Di Tella & Alberto Ades, 1999. "Rents, Competition, and Corruption," American Economic Review, American Economic Association, vol. 89(4), pages 982-993, September.
    31. Hellman, Joel S. & Jones, Geraint & Kaufmann, daniel, 2000. ""Seize the state, seize the day": state capture, corruption, and influence in transition," Policy Research Working Paper Series 2444, The World Bank.
    32. Bruce E. Hansen, 2017. "Regression Kink With an Unknown Threshold," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 35(2), pages 228-240, April.
    33. repec:idb:brikps:39798 is not listed on IDEAS
    34. Mushfiq Swaleheen, 2011. "Economic growth with endogenous corruption: an empirical study," Public Choice, Springer, vol. 146(1), pages 23-41, January.
    35. Lui, Francis T, 1985. "An Equilibrium Queuing Model of Bribery," Journal of Political Economy, University of Chicago Press, vol. 93(4), pages 760-781, August.
    36. Lien, Da-Hsiang Donald, 1986. "A note on competitive bribery games," Economics Letters, Elsevier, vol. 22(4), pages 337-341.
    37. Paolo Mauro, 1995. "Corruption and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 681-712.
    38. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
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    Cited by:

    1. Theodore Panagiotidis & Maurizio Mussoni & Georgios Voucharas, 2023. "How Important is Tourism for Growth?," Working Paper series 23-13, Rimini Centre for Economic Analysis.

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    More about this item

    Keywords

    Nonlinearities; Threshold regression; Corruption; Tourism demand;
    All these keywords.

    JEL classification:

    • C59 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Other
    • D73 - Microeconomics - - Analysis of Collective Decision-Making - - - Bureaucracy; Administrative Processes in Public Organizations; Corruption
    • Z32 - Other Special Topics - - Tourism Economics - - - Tourism and Development
    • L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism

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