IDEAS home Printed from https://ideas.repec.org/a/sae/toueco/v23y2017i7p1523-1534.html
   My bibliography  Save this article

Spatial analysis of the nexus between tourism–human capital–economic growth

Author

Listed:
  • Ioannis Kostakis

    (Harokopio University, Greece)

  • Eleni Theodoropoulou

    (Harokopio University, Greece)

Abstract

This article demonstrates empirical evidence on the spatial data analysis of the nexus between tourism and economic growth. South Europe’s regions during the time period 2000–2014 have been the case study of this work. The Generalized method of moments (GMM) approach used in this study enables testing the existence of determinants of regional economic status, while accounting for factors such as spatial interdependence. The empirical results reveal the existence of the significant conditional convergence hypothesis that is associated with the endogenous growth theory. Also, findings show that tourism and human capital supply seem to positively influence regional income.

Suggested Citation

  • 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.
    • Handle: RePEc:sae:toueco:v:23:y:2017:i:7:p:1523-1534
    DOI: 10.1177/1354816617692473
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/1354816617692473
    Download Restriction: no
    File URL: https://libkey.io/10.1177/1354816617692473?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. Raffaele Paci & Emanuela Marrocu, 2014. "Tourism and regional growth in Europe," Papers in Regional Science, Wiley Blackwell, vol. 93, pages 25-50, November.
    2. 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.
    3. Jong–Wha Lee & Robert J. Barro, 2001. "Schooling Quality in a Cross–Section of Countries," Economica, London School of Economics and Political Science, vol. 68(272), pages 465-488, November.
    4. 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.
    5. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    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. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    8. Antonakakis, Nikolaos & Dragouni, Mina & Filis, George, 2015. "How strong is the linkage between tourism and economic growth in Europe?," Economic Modelling, Elsevier, vol. 44(C), pages 142-155.
    9. 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.
    10. Holzner, Mario, 2011. "Tourism and economic development: The beach disease?," Tourism Management, Elsevier, vol. 32(4), pages 922-933.
    11. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    12. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    13. 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.
    14. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    15. Sarantis Lolos, 2009. "The effect of EU structural funds on regional growth: assessing the evidence from Greece, 1990–2005," Economic Change and Restructuring, Springer, vol. 42(3), pages 211-228, August.
    16. 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.
    17. Sala-i-Martin, Xavier, 1994. "Cross-sectional regressions and the empirics of economic growth," European Economic Review, Elsevier, vol. 38(3-4), pages 739-747, April.
    18. Banerjee, Onil & Cicowiez, Martin & Cotta, Jamie, 2016. "Economics of tourism investment in data scarce countries," Annals of Tourism Research, Elsevier, vol. 60(C), pages 115-138.
    19. Levine, Ross & Renelt, David, 1992. "A Sensitivity Analysis of Cross-Country Growth Regressions," American Economic Review, American Economic Association, vol. 82(4), pages 942-963, September.
    20. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    21. Robert J. Barro, 2001. "Human Capital and Growth," American Economic Review, American Economic Association, vol. 91(2), pages 12-17, May.
    22. 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.
    23. 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.
    24. De Vita, Glauco & Kyaw, Khine S., 2016. "Tourism development and growth," Annals of Tourism Research, Elsevier, vol. 60(C), pages 23-26.
    25. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. 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.

    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. 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.
    2. Bahar Bayraktar-Sağlam, 2016. "The Stages of Human Capital and Economic Growth: Does the Direction of Causality Matter for the Rich and the Poor?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 127(1), pages 243-302, May.
    3. Bloom, David E. & Canning, David & Kotschy, Rainer & Prettner, Klaus & Schünemann, Johannes, 2024. "Health and economic growth: Reconciling the micro and macro evidence," World Development, Elsevier, vol. 178(C).
    4. Celine Bonnefond, 2014. "Growth Dynamics And Conditional Convergence Among Chinese Provinces: A Panel Data Investigation Using System Gmm Estimator," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 39(4), pages 1-25, December.
    5. Stimpfle, Alexander & Stadelmann, David, 2015. "The Impact of Fundamental Development Factors on Different Income Groups: International Evidence," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113128, Verein für Socialpolitik / German Economic Association.
    6. Francis Baidoo & Elikplimi Komla Agbloyor & Vera Ogeh Lassey Fiador & Nana Amaniampong Marfo, 2022. "Do countries’ geographical locations moderate the tourism-led economic growth nexus in sub-Saharan Africa?," Tourism Economics, , vol. 28(4), pages 1009-1039, June.
    7. Benos, Nikos & Zotou, Stefania, 2014. "Education and Economic Growth: A Meta-Regression Analysis," World Development, Elsevier, vol. 64(C), pages 669-689.
    8. Ejike Udeogu & Shampa Roy-Mukherjee & Uzochukwu Amakom, 2021. "Does Increasing Product Complexity and Diversity Cause Economic Growth in the Long-Run? A GMM Panel VAR Evidence," SAGE Open, , vol. 11(3), pages 21582440211, August.
    9. Li, Hongbin & Yang, Zheyu & Yao, Xianguo & Zhang, Haifeng & Zhang, Junsen, 2012. "Entrepreneurship, private economy and growth: Evidence from China," China Economic Review, Elsevier, vol. 23(4), pages 948-961.
    10. Naima Chrid & Sami Saafi & Mohamed Chakroun, 2021. "Export Upgrading and Economic Growth: a Panel Cointegration and Causality Analysis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 811-841, June.
    11. Shrabani Saha & Kunal Sen, 2019. "The corruption-growth relationship: Do political institutions matter?," WIDER Working Paper Series wp-2019-65, World Institute for Development Economic Research (UNU-WIDER).
    12. Måns Söderbom & Francis Teal, 2003. "Openness and human capital as sources of productivity growth: An empirical investigation," CSAE Working Paper Series 2003-06, Centre for the Study of African Economies, University of Oxford.
    13. Martin Bijsterbosch & Marcin Kolasa, 2010. "FDI and productivity convergence in Central and Eastern Europe: an industry-level investigation," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 145(4), pages 689-712, January.
    14. Simplice A. Asongu, 2023. "Mobile Phone Innovation and Doing Business in Sub-Saharan Africa," Journal of Entrepreneurship and Innovation in Emerging Economies, Entrepreneurship Development Institute of India, vol. 9(2), pages 238-269, July.
    15. Dimitar Eftimoski, 2020. "Some new insights on economic convergence and growth in Central, Eastern, and Southeastern Europe," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 47(4), pages 863-884, November.
    16. Jochen Hartwig, 2009. "A panel Granger-causality test of endogenous vs. exogenous growth," KOF Working papers 09-231, KOF Swiss Economic Institute, ETH Zurich.
    17. Bernard Njindan Iyke, 2018. "The real effect of currency misalignment on productivity growth: evidence from middle-income economies," Empirical Economics, Springer, vol. 55(4), pages 1637-1659, December.
    18. Hongbin Li & Zheyu Yang & Xianguo Yao & Junsen Zhang, 2009. "Entrepreneurship and Growth: Evidence from China," Discussion Papers 00022, Chinese University of Hong Kong, Department of Economics.
    19. Capolupo, Rosa, 2009. "The New Growth Theories and Their Empirics after Twenty Years," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 3, pages 1-72.
    20. Chen, Sheng-Syan & Chen, Hsien-Yi & Chang, Chong-Chuo & Yang, Shu-Ling, 2016. "The relation between sovereign credit rating revisions and economic growth," Journal of Banking & Finance, Elsevier, vol. 64(C), pages 90-100.

    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:sae:toueco:v:23:y:2017:i:7:p:1523-1534. 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: SAGE Publications (email available below). General contact details of provider: .

    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.