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Tourism and regional development: a spatial econometric model for Portugal at municipal level

Author

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  • Luis Delfim Santos

    (Universidade do Porto)

  • Ana Catarina Vieira

    (Universidade do Porto)

Abstract

This study examines the importance of tourism as a factor for regional economic development in Mainland Portugal, emphasizing the inter-regional spatial spillover effects. A spatial analysis of the main variables of the tourism sector revealed strong evidence of positive spatial autocorrelation across the municipalities of Portugal. A significant spatial clustering of these activities on coastal locations was identified, leading to the formation of hot spots in coastal regions and cold spots in inland regions. Furthermore, this work specifies spatial econometric models aiming to estimate the relevance of the tourism sector in regional economic development, on a municipal level. The econometric model, which highlights the role performed by interregional spatial spillovers, regresses the regional gross value added against a group of variables, which reflect the contribution of the tourism sector and, furthermore, control variables for the classic determinants of income, for the 278 municipalities of Portugal. The results show that tourism is a significant driver of regional economic development. Moreover, they revealed the presence of positive and significant inter-regional spillover effects, which strongly enhance tourism’s economic impact.

Suggested Citation

  • Luis Delfim Santos & Ana Catarina Vieira, 2020. "Tourism and regional development: a spatial econometric model for Portugal at municipal level," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 19(3), pages 285-299, September.
    • Handle: RePEc:spr:portec:v:19:y:2020:i:3:d:10.1007_s10258-020-00179-z
    DOI: 10.1007/s10258-020-00179-z
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    1. 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.
    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. Adamos Adamou & Sofronis Clerides, 2010. "Prospects and Limits of Tourism-Led Growth: The International Evidence," Review of Economic Analysis, Digital Initiatives at the University of Waterloo Library, vol. 2(3), pages 287-303, September.
    4. 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.
    5. Florax, Raymond & Folmer, Henk, 1992. "Specification and estimation of spatial linear regression models : Monte Carlo evaluation of pre-test estimators," Regional Science and Urban Economics, Elsevier, vol. 22(3), pages 405-432, September.
    6. Francesco Capone & Rafael Boix, 2008. "Sources of growth and competitiveness of local tourist production systems: an application to Italy (1991–2001)," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 42(1), pages 209-224, March.
    7. 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.
    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. Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
    10. Kelejian, Harry H. & Prucha, Ingmar R., 2010. "Specification and estimation of spatial autoregressive models with autoregressive and heteroskedastic disturbances," Journal of Econometrics, Elsevier, vol. 157(1), pages 53-67, July.
    11. 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.
    12. Xavier Sala-I-Martin & Gernot Doppelhofer & Ronald I. Miller, 2004. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," American Economic Review, American Economic Association, vol. 94(4), pages 813-835, September.
    13. Bernard Fingleton & Enrique López‐Bazo, 2006. "Empirical growth models with spatial effects," Papers in Regional Science, Wiley Blackwell, vol. 85(2), pages 177-198, June.
    14. Read, Robert, 2004. "The Implications of Increasing Globalization and Regionalism for the Economic Growth of Small Island States," World Development, Elsevier, vol. 32(2), pages 365-378, February.
    15. Lee, Chien-Chiang & Chien, Mei-Se, 2008. "Structural breaks, tourism development, and economic growth: Evidence from Taiwan," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 77(4), pages 358-368.
    16. Paolo Figini & Laura Vici, 2010. "Tourism and Growth in a Cross Section of Countries," Tourism Economics, , vol. 16(4), pages 789-805, December.
    17. Rinaldo Brau & Alessandro Lanza & Francesco Pigliaru, 2007. "How Fast are Small Tourism Countries Growing? Evidence from the Data for 1980–2003," Tourism Economics, , vol. 13(4), pages 603-613, December.
    18. Andraz, Jorge M. & Norte, Nélia M. & Gonçalves, Hugo S., 2015. "Effects of tourism on regional asymmetries: Empirical evidence for Portugal," Tourism Management, Elsevier, vol. 50(C), pages 257-267.
    19. Daniela-Luminita Constantin & Adriana Elena Dardala, 2015. "A Spatial Analysis of Tourism Activity in Romania," ERSA conference papers ersa15p641, European Regional Science Association.
    20. Elena Bellini & Ugo Gasparino & Barbara Del Corpo & William Malizia, 2007. "Impact of Cultural Tourism upon Urban Economies: An Econometric Exercise," Working Papers 2007.85, Fondazione Eni Enrico Mattei.
    21. 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.
    22. Carlos Barros & Fernando Alves, 2004. "Productivity in the tourism industry," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 10(3), pages 215-225, October.
    23. 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.
    24. João Romão & João Guerreiro & Paulo M. M. Rodrigues, 2016. "Tourism growth and regional resilience," Tourism Economics, , vol. 22(4), pages 699-714, August.
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