IDEAS home Printed from https://ideas.repec.org/a/spr/portec/v19y2020i3d10.1007_s10258-020-00179-z.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10258-020-00179-z
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10258-020-00179-z?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. Daniela-Luminita Constantin & Adriana Elena Dardala, 2015. "A Spatial Analysis of Tourism Activity in Romania," ERSA conference papers ersa15p641, European Regional Science Association.
    7. 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.
    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. 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.
    10. 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.
    11. 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.
    12. João Romão & João Guerreiro & Paulo M. M. Rodrigues, 2016. "Tourism growth and regional resilience," Tourism Economics, , vol. 22(4), pages 699-714, August.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. Paolo Figini & Laura Vici, 2010. "Tourism and Growth in a Cross Section of Countries," Tourism Economics, , vol. 16(4), pages 789-805, December.
    18. Raffaele Paci & Emanuela Marrocu, 2014. "Tourism and regional growth in Europe," Papers in Regional Science, Wiley Blackwell, vol. 93, pages 25-50, November.
    19. 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.
    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. 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.
    22. 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.
    23. 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.
    24. 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.
    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. António Curado & Bruno Damásio & Sara Encarnação & Cristian Candia & Flávio L Pinheiro, 2021. "Scaling behavior of public procurement activity," PLOS ONE, Public Library of Science, vol. 16(12), pages 1-19, December.
    2. Jun Zhang, 2023. "Spatial effects of tourism development on economic resilience: an empirical study of Wenchuan earthquake based on dynamic spatial Durbin model," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 115(1), pages 309-329, January.
    3. Dilek Cetin & Emre Aksoy & Yalçın Arslanturk, 2022. "Tourism Location Choice of Local and Foreign Tourist: A Perspective through Spatial Analysis," World Journal of Applied Economics, WERI-World Economic Research Institute, vol. 8(2), pages 65-79, December.
    4. Aneta Ejsmont & Magdalena Majchrzak & Jacek Grzywacz, 2021. "Competitive Advantage in Co-operation of Enterprises Using Kaizen Costing Concept in Times of Extraordinary Dangers," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 4), pages 377-396.
    5. Setareh Shirkhani & Sami Fethi & Andrew Adewale Alola, 2021. "Tourism-Related Loans as a Driver of a Small Island Economy: A Case of Northern Cyprus," Sustainability, MDPI, vol. 13(17), pages 1-17, August.
    6. José Alberto Martínez-González & Vidina Tais Díaz-Padilla & Eduardo Parra-López, 2021. "Study of the Tourism Competitiveness Model of the World Economic Forum Using Rasch’s Mathematical Model: The Case of Portugal," Sustainability, MDPI, vol. 13(13), pages 1-20, June.
    7. Guangming Yang & Yunrui Yang & Guofang Gong & Qingqing Gui, 2022. "The Spatial Network Structure of Tourism Efficiency and Its Influencing Factors in China: A Social Network Analysis," Sustainability, MDPI, vol. 14(16), pages 1-22, August.

    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. Ana Catarina Vieira & Luis Delfim Santos, 2017. "Tourism and regional development: a spatial econometric model for Portugal at municipal level," FEP Working Papers 589, Universidade do Porto, Faculdade de Economia do Porto.
    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. Ceyhun Can OZCAN & Murat ASLAN & Saban NAZLIOGLU, 2017. "Economic freedom, economic growth and international tourism for post-communist (transition) countries: A panel causality analysis," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(2(611), S), pages 75-98, Summer.
    4. Romão, João, 2020. "Tourism, smart specialisation, growth, and resilience," Annals of Tourism Research, Elsevier, vol. 84(C).
    5. Chia-Lin Chang & Thanchanok Khamkaew & Michael McAleer, 2012. "IV Estimation of a Panel Threshold Model of Tourism Specialization and Economic Development," Tourism Economics, , vol. 18(1), pages 5-41, February.
    6. Jianping Zha & Zhiyong Li, 2017. "Drivers of tourism growth," Tourism Economics, , vol. 23(5), pages 941-962, August.
    7. Sauveur Giannoni & Juan M. Hernández & Jorge V. Pérez-Rodríguez, 2020. "Economic growth and market segment choice in tourism-based economies," Empirical Economics, Springer, vol. 59(3), pages 1435-1452, September.
    8. 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.
    9. Adriana Csikosova & Katarina Culkova & Erik Weiss & Maria Janoskova, 2021. "Evaluation of Market with Accommodation Facilities Considering Risk Influence—Case Study Slovakia," JRFM, MDPI, vol. 14(5), pages 1-17, May.
    10. Cheam Chai Li & Rosli Mahmood & Hussin Abdullah & Ong Soon Chuan, 2013. "Economic Growth, Tourism and Selected Macroeconomic Variables: A Triangular Causal Relationship in Malaysia," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 7(2), pages 185-206, May.
    11. Sheilla Nyasha & Nicholas M. Odhiambo & Simplice A. Asongu, 2021. "The Impact of Tourism Development on Economic Growth in Sub-Saharan Africa," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 33(6), pages 1514-1535, December.
    12. Roberto Balado-Naves & David Boto-García & José Francisco Baños-Pino, 2024. "A multisector growth model for testing the Tourism-Led Growth versus the Beach Disease hypotheses," Efficiency Series Papers 2024/01, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
    13. Jorge V Pérez-Rodríguez & Heiko Rachinger & María Santana-Gallego, 2022. "Does tourism promote economic growth? A fractionally integrated heterogeneous panel data analysis," Tourism Economics, , vol. 28(5), pages 1355-1376, August.
    14. Ronald Ravinesh Kumar & Peter Josef Stauvermann & Nikeel Kumar & Syed Jawad Hussain Shahzad, 2019. "Exploring the effect of ICT and tourism on economic growth: a study of Israel," Economic Change and Restructuring, Springer, vol. 52(3), pages 221-254, August.
    15. Marrocu, Emanuela & Paci, Raffaele, 2011. "They arrive with new information. Tourism flows and production efficiency in the European regions," Tourism Management, Elsevier, vol. 32(4), pages 750-758.
    16. Andrzej Tucki & Korneliusz Pylak, 2021. "Collective or Individual? What Types of Tourism Reduce Economic Inequality in Peripheral Regions?," Sustainability, MDPI, vol. 13(9), pages 1-16, April.
    17. Salahodjaev, Raufhon & Safarova, Nilufar, 2015. "Do foreign visitors reward post-communist countries? A panel evidence for tourism-growth nexus," MPRA Paper 66215, University Library of Munich, Germany.
    18. Dilek Cetin & Emre Aksoy & Yalçın Arslanturk, 2022. "Tourism Location Choice of Local and Foreign Tourist: A Perspective through Spatial Analysis," World Journal of Applied Economics, WERI-World Economic Research Institute, vol. 8(2), pages 65-79, December.
    19. Dutta, Nabamita & Kar, Saibal, 2018. "Relating rule of law and budgetary allocation for tourism: Does per capita income growth make a difference for Indian states?," Economic Modelling, Elsevier, vol. 71(C), pages 263-271.
    20. Yuanyuan Wu & Zhanhua Jia & Tingting Yu, 2022. "Tourism and Green Development: Analysis of Linear and Non-Linear Effects," IJERPH, MDPI, vol. 19(23), pages 1-22, November.

    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:spr:portec:v:19:y:2020:i:3:d:10.1007_s10258-020-00179-z. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.