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Do tourism spillovers matter in regional economic analysis? An application to Portugal

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  • Jorge M. Andraz

    (University of Algarve, Portugal)

  • Nélia M. Norte

    (University of Algarve, Portugal)

  • Hugo S. Gonçalves

    (University of Algarve, Portugal)

Abstract

This study estimates tourism’s effects on economic performance at the national and regional levels, accounting explicitly for the existence of regional spillovers. The results suggest that there are important regional spillover effects on output, employment, and investment, respectively, and regions benefit differently from tourism located in the region and tourism located elsewhere in the country. The geographical pattern that emerges from the results is that the direct effects are more important in the central regions, while spillovers are more important in the northern and southern regions, the latter being one of the most important touristic regions in the country.

Suggested Citation

  • Jorge M. Andraz & Nélia M. Norte & Hugo S. Gonçalves, 2016. "Do tourism spillovers matter in regional economic analysis? An application to Portugal," Tourism Economics, , vol. 22(5), pages 939-963, October.
  • Handle: RePEc:sae:toueco:v:22:y:2016:i:5:p:939-963
    DOI: 10.5367/te.2015.0469
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    as
    1. Judith Giles & Cara Williams, 2001. "Export-led growth: a survey of the empirical literature and some non-causality results. Part 2," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 9(4), pages 445-470.
    2. Christiano, Lawrence J & Eichenbaum, Martin & Evans, Charles, 1996. "The Effects of Monetary Policy Shocks: Evidence from the Flow of Funds," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 16-34, February.
    3. Christiano, Lawrence J. & Eichenbaum, Martin & Evans, Charles L., 1999. "Monetary policy shocks: What have we learned and to what end?," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 2, pages 65-148, Elsevier.
    4. Juan Gabriel Brida & Marta Disegna & Linda Osti, 2013. "Visitors' Expenditure Behaviour at Cultural Events: The Case of Christmas Markets," Tourism Economics, , vol. 19(5), pages 1173-1196, October.
    5. Cristina Estevão & João J. Ferreira, 2012. "Tourism Cluster Positioning and Performance Evaluation: The Case of Portugal," Tourism Economics, , vol. 18(4), pages 711-730, August.
    6. Barros, Carlos Pestana & Butler, Richard & Correia, Antónia, 2010. "The length of stay of golf tourism: A survival analysis," Tourism Management, Elsevier, vol. 31(1), pages 13-21.
    7. Burnett, Perry & Cutler, Harvey & Thresher, Ray, 2007. "The Impact of Tourism for a Small City: A CGE Approach," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 37(3), pages 1-10.
    8. 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.
    9. Judith Giles & Cara Williams, 2001. "Export-led growth: a survey of the empirical literature and some non-causality results. Part 1," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 9(3), pages 261-337.
    10. Haughwout, Andrew F., 1998. "Aggregate Production Functions, Interregional Equilibrium, and the Measurement of Infrastructure Productivity," Journal of Urban Economics, Elsevier, vol. 44(2), pages 216-227, September.
    11. Ghali, Moheb A, 1976. "Tourism and Economic Growth: An Empirical Study," Economic Development and Cultural Change, University of Chicago Press, vol. 24(3), pages 527-538, April.
    12. Jacint Balaguer & Manuel Cantavella-Jorda, 2002. "Tourism as a long-run economic growth factor: the Spanish case," Applied Economics, Taylor & Francis Journals, vol. 34(7), pages 877-884.
    13. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    14. Maria M. De Mello & Natércia Fortuna, 2005. "Testing Alternative Dynamic Systems for Modelling Tourism Demand," Tourism Economics, , vol. 11(4), pages 517-537, December.
    15. Klytchnikova, Irina & Dorosh, Paul, 2012. "Tourism sector in Panama : regional economic impacts and the potential to benefit the poor," Policy Research Working Paper Series 6183, The World Bank.
    16. Haughwout, Andrew F., 2002. "Public infrastructure investments, productivity and welfare in fixed geographic areas," Journal of Public Economics, Elsevier, vol. 83(3), pages 405-428, March.
    17. Alfredo Pereira & Jorge Andraz, 2004. "Public highway spending and state spillovers in the USA," Applied Economics Letters, Taylor & Francis Journals, vol. 11(12), pages 785-788.
    18. James G. MacKinnon, 2010. "Critical Values For Cointegration Tests," Working Paper 1227, Economics Department, Queen's University.
    19. Paresh Kumar Narayan, 2004. "Economic Impact of Tourism on Fiji's Economy: Empirical Evidence from the Computable General Equilibrium Model," Tourism Economics, , vol. 10(4), pages 419-433, December.
    20. Bruno Bracalente & Cecilia Chirieleison & Massimo Cossignani & Luca Ferrucci & Marina Gigliotti & M. Giovanna Ranalli, 2011. "The Economic Impact of Cultural Events: The Umbria Jazz Music Festival," Tourism Economics, , vol. 17(6), pages 1235-1255, December.
    21. Raffaele Paci & Emanuela Marrocu, 2014. "Tourism and regional growth in Europe," Papers in Regional Science, Wiley Blackwell, vol. 93, pages 25-50, November.
    22. Rudebusch, Glenn D, 1998. "Do Measures of Monetary Policy in a VAR Make Sense? A Reply," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 943-948, November.
    23. Chou, Ming Che, 2013. "Does tourism development promote economic growth in transition countries? A panel data analysis," Economic Modelling, Elsevier, vol. 33(C), pages 226-232.
    24. Odília A. M. Meneses & Aurora A C Teixeira, 2011. "The innovative behaviour of tourism firms," Economics and Management Research Projects: An International Journal, Open Access International Journals, vol. 1(1), pages 25-35, February.
    25. Ma, Tao & Hong, Tao & Zhang, Haozhe, 2015. "Tourism spatial spillover effects and urban economic growth," Journal of Business Research, Elsevier, vol. 68(1), pages 74-80.
    26. Jorge Andraz & Paulo Rodrigues, 2010. "Events that marked tourism in Portugal," Applied Economics Letters, Taylor & Francis Journals, vol. 17(8), pages 761-766.
    27. Florian Hagn & Wolfgang Maennig, 2009. "Large sport events and unemployment: the case of the 2006 soccer World Cup in Germany," Applied Economics, Taylor & Francis Journals, vol. 41(25), pages 3295-3302.
    28. José Cadima Ribeiro & José Viseu & Cristina Rodrigues & Tânia Delalande, 2004. "UEFA Euro 2004 Tourism Impact Analysis," NIPE Working Papers 14/2004, NIPE - Universidade do Minho.
    29. Beirne, John & Caporale, Guglielmo Maria & Schulze-Ghattas, Marianne & Spagnolo, Nicola, 2010. "Global and regional spillovers in emerging stock markets: A multivariate GARCH-in-mean analysis," Emerging Markets Review, Elsevier, vol. 11(3), pages 250-260, September.
    30. Felipa de Mello-Sampayo & Sofia de Sousa-Vale, 2010. "Tourism and Growth in European Countries: An Application of Likelihood-Based Panel Cointegration," Working Papers Series 1 ercwp0510, ISCTE-IUL, Business Research Unit (BRU-IUL).
    31. Bichaka Fayissa & Christian Nsiah & Badassa Tadasse, 2009. "Tourism and Economic Growth in Latin American Countries(LAC): Further Empirical Evidence," Working Papers 200902, Middle Tennessee State University, Department of Economics and Finance.
    32. Rudebusch, Glenn D, 1998. "Do Measures of Monetary Policy in a VAR Make Sense?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 907-931, November.
    33. Alfredo M. Pereira, 2000. "Is All Public Capital Created Equal?," The Review of Economics and Statistics, MIT Press, vol. 82(3), pages 513-518, August.
    34. Paresh Kumar Narayan & Seema Narayan & Arti Prasad & Biman Chand Prasad, 2010. "Tourism and Economic Growth: A Panel Data Analysis for Pacific Island Countries," Tourism Economics, , vol. 16(1), pages 169-183, March.
    35. Jorge L.M. Andraz & Pedro M.D.C.B. Gouveia & Paulo M.M. Rodrigues, 2009. "Modelling and Forecasting the UK Tourism Growth Cycle in Algarve," Tourism Economics, , vol. 15(2), pages 323-338, June.
    36. Holod, Dmytro & Reed, Robert III, 2004. "Regional spillovers, economic growth, and the effects of economic integration," Economics Letters, Elsevier, vol. 85(1), pages 35-42, October.
    37. Antónia Correia & Andreas H. Zins & Francisco Silva, 2015. "Why Do Tourists Persist in Visiting the Same Destination?," Tourism Economics, , vol. 21(1), pages 205-221, February.
    38. Tiago Neves Sequeira & Paulo Macas Nunes, 2008. "Does tourism influence economic growth? A dynamic panel data approach," Applied Economics, Taylor & Francis Journals, vol. 40(18), pages 2431-2441.
    39. Adriana Corfu & Zélia Breda & Carlos Costa, 2006. "Eu Integration And Tourism Destination Management: The Case Of Portugal," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 8(20), pages 20-29, June.
    40. Célia M.Q. Ramos & Paulo M.M. Rodrigues, 2013. "Research Note: The Importance of Online Tourism Demand," Tourism Economics, , vol. 19(6), pages 1443-1447, December.
    41. 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.
    42. 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.
    43. Swantje Allmers & Wolfgang Maennig, 2009. "Economic impacts of the FIFA Soccer World Cups in France 1998, Germany 2006, and outlook for South Africa 2010," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 35(4), pages 500-519.
    44. Maria M. De Mello & Natércia Fortuna, 2005. "Testing Alternative Dynamic Systems for Modelling Tourism Demand," CEF.UP Working Papers 0501, Universidade do Porto, Faculdade de Economia do Porto.
    45. Jean-Jacques Nowak & Mondher Sahli & Isabel Cortés-Jiménez, 2007. "Tourism, Capital Good Imports and Economic Growth: Theory and Evidence for Spain," Tourism Economics, , vol. 13(4), pages 515-536, December.
    46. Carlos M. Santos & Vitor Ambrósio & Antónia Correia & Rita Peres, 2013. "The importance of religious tourism segmentation for tourism destination management: the case of the island of S. Miguel, Azores," World Review of Entrepreneurship, Management and Sustainable Development, Inderscience Enterprises Ltd, vol. 9(2), pages 166-178.
    47. Pérez-Rodríguez, Jorge V. & Ledesma-Rodríguez, Francisco & Santana-Gallego, María, 2015. "Testing dependence between GDP and tourism's growth rates," Tourism Management, Elsevier, vol. 48(C), pages 268-282.
    48. Aguayo, E., 2011. "Impact of Tourism on Employment: An Econometric Model of 50 CEEB Regions," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 11(1).
    49. Alfredo Pereira & Jorge Andraz, 2006. "Public investment in transportation infrastructures and regional asymmetries in Portugal," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 40(4), pages 803-817, December.
    50. Haiyan Huang & Luke Lunhua Mao & Suk-Kyu Kim & James J. Zhang, 2014. "Assessing the Economic Impact of Three Major Sport Events in China: The Perspective of aTtendees," Tourism Economics, , vol. 20(6), pages 1277-1296, December.
    51. 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.
    52. Alfredo M. Pereira, 2001. "On the Effects of Public Investment on Private Investment: What Crowds in What?," Public Finance Review, , vol. 29(1), pages 3-25, January.
    53. Ricardo Oliveira & Maria Isabel Pedro & Rui Cunha Marques, 2014. "Cost Efficiency of Portuguese Hotels in the Algarve: A Comparative Analysis Using Mathematical and Econometric Approaches," Tourism Economics, , vol. 20(4), pages 797-812, August.
    54. Chatziantoniou, Ioannis & Filis, George & Eeckels, Bruno & Apostolakis, Alexandros, 2013. "Oil prices, tourism income and economic growth: A structural VAR approach for European Mediterranean countries," Tourism Management, Elsevier, vol. 36(C), pages 331-341.
    55. Gonzalo, Jesus & Lee, Tae-Hwy, 1998. "Pitfalls in testing for long run relationships," Journal of Econometrics, Elsevier, vol. 86(1), pages 129-154, June.
    56. Taha Chaiechi & Josephine Pryce & Abhishek Bhati, 2015. "Research Note: Macroeconomic Impacts of the Tourism Industry and the Contemporaneous Feedback Effect — An Australian Case Study," Tourism Economics, , vol. 21(3), pages 685-696, June.
    57. Leitão, João, 2006. "Open Innovation Clusters: The Case of Cova da Beira Region (Portugal)," MPRA Paper 488, University Library of Munich, Germany.
    58. Antonakakis, Nikolaos & Dragouni, Mina & Filis, George, 2015. "Tourism and growth: The times they are a-changing," Annals of Tourism Research, Elsevier, vol. 50(C), pages 165-169.
    59. 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.
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