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Is Tourism a Key Factor for Economic Growth? Fresh Evidence from South Europe Using Panel Cointegration and PVAR Analyses

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  • Ioannis Kostakis

    (Department of Home Economics and Ecology, Harokopio University of Athens)

Abstract

This paper brings fresh empirical evidence on the relationship between tourism and economic growth for five South European countries over the period 2000Q1-2018Q4 within a multivariate framework. PVAR and panel cointegration analyses are employed to infer the causal relationship between tourism and economic growth. Heterogeneous panel cointegration test reveals a long-run relationship between real GDP, labour force, gross fixed capital formation and tourism. Granger causality validates the bidirectional and unidirectional causal relationship between tourism, labour and economic growth and physical capital and economic growth, respectively. Simultaneously, impulse-response functions of PVAR model highlight the fact that short-run innovations might have a smaller impact on economic growth against a permanent long-run augmentation of these variables. Our findings might leave ample room for government policies to stimulate strategies for higher economic growth.

Suggested Citation

  • Ioannis Kostakis, 2020. "Is Tourism a Key Factor for Economic Growth? Fresh Evidence from South Europe Using Panel Cointegration and PVAR Analyses," World Journal of Applied Economics, WERI-World Economic Research Institute, vol. 6(2), pages 123-138, December.
  • Handle: RePEc:ana:journl:v:6:y:2020:i:2:p:123-138
    DOI: 10.22440/wjae.6.2.2
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    as
    1. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    2. Raffaele Paci & Emanuela Marrocu, 2014. "Tourism and regional growth in Europe," Papers in Regional Science, Wiley Blackwell, vol. 93, pages 25-50, November.
    3. Ewing, Bradley T. & Payne, James E. & Caporin, Massimilano, 2022. "The Asymmetric Impact of Oil Prices and Production on Drilling Rig Trajectory: A correction," Resources Policy, Elsevier, vol. 79(C).
    4. Andraz, Jorge M. & Rodrigues, Paulo M.M., 2016. "Monitoring tourism flows and destination management: Empirical evidence for Portugal," Tourism Management, Elsevier, vol. 56(C), pages 1-7.
    5. Zhang, Lei & Gao, Jing, 2016. "Exploring the effects of international tourism on China's economic growth, energy consumption and environmental pollution: Evidence from a regional panel analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 225-234.
    6. Lee, Jung Wan & Brahmasrene, Tantatape, 2013. "Investigating the influence of tourism on economic growth and carbon emissions: Evidence from panel analysis of the European Union," Tourism Management, Elsevier, vol. 38(C), pages 69-76.
    7. Choi, In, 2001. "Unit root tests for panel data," Journal of International Money and Finance, Elsevier, vol. 20(2), pages 249-272, April.
    8. James E. Payne & Andrea Mervar, 2010. "Research Note: The Tourism–Growth Nexus in Croatia," Tourism Economics, , vol. 16(4), pages 1089-1094, December.
    9. Elias Soukiazis & Sara Proença, 2008. "Tourism as an alternative source of regional growth in Portugal: a panel data analysis at NUTS II and III levels," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 7(1), pages 43-61, April.
    10. Michael R.M. Abrigo & Inessa Love, 2016. "Estimation of Panel Vector Autoregression in Stata: a Package of Programs," Working Papers 201602, University of Hawaii at Manoa, Department of Economics.
    11. Tugcu, Can Tansel, 2014. "Tourism and economic growth nexus revisited: A panel causality analysis for the case of the Mediterranean Region," Tourism Management, Elsevier, vol. 42(C), pages 207-212.
    12. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    13. Holzner, Mario, 2011. "Tourism and economic development: The beach disease?," Tourism Management, Elsevier, vol. 32(4), pages 922-933.
    14. Kaddour Hadri, 2000. "Testing for stationarity in heterogeneous panel data," Econometrics Journal, Royal Economic Society, vol. 3(2), pages 148-161.
    15. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    16. Ioannis KOSTAKIS & Sarantis LOLOS & Eleni SARDIANOU, 2017. "Foreign Direct Investment and Environmental Degradation Further Evidence from Brazil and Singapore," Journal of Advanced Research in Management, ASERS Publishing, vol. 8(1), pages 45-59.
    17. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    18. Liang, Zeng-Xian & Hui, Tak-Kee, 2016. "Residents’ quality of life and attitudes toward tourism development in China," Tourism Management, Elsevier, vol. 57(C), pages 56-67.
    19. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    20. Juan Ignacio Pulido Fernández & Marcelino Sánchez Rivero, 2010. "Competitividad versus crecimiento en destinos turísticos. Un análisis mediante técnicas multivariantes," Cuadernos de Economía - Spanish Journal of Economics and Finance, Asociación Cuadernos de Economía, vol. 33(91), pages 159-182, Enero-Abr.
    21. repec:srs:journl:jemt:v:8:y:2017:i:1:p:45-59 is not listed on IDEAS
    22. Asif Khan & Sughra Bibi & Ardito Lorenzo & Jiaying Lyu & Zaheer Udden Babar, 2020. "Tourism and Development in Developing Economies: A Policy Implication Perspective," Sustainability, MDPI, vol. 12(4), pages 1-19, February.
    23. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    24. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    25. Tang, Chor Foon & Tan, Eu Chye, 2015. "Does tourism effectively stimulate Malaysia's economic growth?," Tourism Management, Elsevier, vol. 46(C), pages 158-163.
    26. Michael R. M. Abrigo & Inessa Love, 2016. "Estimation of panel vector autoregression in Stata," Stata Journal, StataCorp LP, vol. 16(3), pages 778-804, September.
    27. 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.
    28. Emirmahmutoglu, Furkan & Kose, Nezir, 2011. "Testing for Granger causality in heterogeneous mixed panels," Economic Modelling, Elsevier, vol. 28(3), pages 870-876, May.
    29. Yeganeh Morakabati & John Fletcher & Bruce Prideaux, 2012. "Tourism Development in a Difficult Environment: A Study of Consumer Attitudes, Travel Risk Perceptions and the Termination of Demand," Tourism Economics, , vol. 18(5), pages 953-969, October.
    30. Andrews, Donald W. K. & Lu, Biao, 2001. "Consistent model and moment selection procedures for GMM estimation with application to dynamic panel data models," Journal of Econometrics, Elsevier, vol. 101(1), pages 123-164, March.
    31. 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.
    32. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    33. Schubert, Stefan Franz & Brida, Juan Gabriel & Risso, Wiston Adrián, 2011. "The impacts of international tourism demand on economic growth of small economies dependent on tourism," Tourism Management, Elsevier, vol. 32(2), pages 377-385.
    34. Bojanic, David C. & Lo, Melody, 2016. "A comparison of the moderating effect of tourism reliance on the economic development for islands and other countries," Tourism Management, Elsevier, vol. 53(C), pages 207-214.
    35. Ioannis Kostakis & Eleni Theodoropoulou, 2017. "Spatial analysis of the nexus between tourism–human capital–economic growth," Tourism Economics, , vol. 23(7), pages 1523-1534, November.
    36. 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.
    37. De Vita, Glauco & Kyaw, Khine S., 2016. "Tourism development and growth," Annals of Tourism Research, Elsevier, vol. 60(C), pages 23-26.
    38. Nikolaos Dritsakis, 2004. "Tourism as a Long-Run Economic Growth Factor: An Empirical Investigation for Greece Using Causality Analysis," Tourism Economics, , vol. 10(3), pages 305-316, September.
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    More about this item

    Keywords

    Tourism; Economic growth; PVAR model; Panel impulse response functions; Panel cointegration;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism
    • Z32 - Other Special Topics - - Tourism Economics - - - Tourism and Development

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