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Does Having the Right Visitor Mix Do the Job? Applying an Econometric Shift-share Model to Regional Tourism Developments

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  • Matthias Firgo
  • Oliver Fritz
Abstract
This paper is the first to apply an econometric shift-share model to tourism. The approach allows us to isolate the growth contributions of changes in regional touristic attractiveness from those induced by the structure of visitors, but does not share the caveats of the conventional shift-share approach. Our application to regional tourism in Austria reveals important results: First, differences in long-run performance between regions are mostly related to idiosyncratic changes in the tourist appeal of individual regions rather than a result of more or less favourable structures of visitors. Second, none of several mega-events during the period observed seem to have left prolonged positive effects on the tourism performance of the host regions. And third, performance appears uncorrelated with tourism intensity of a region. Thus, from a policy and destination management perspective, tourism authorities and local suppliers should mainly focus on upgrading the permanent destination attractiveness rather than investing too much effort into landing mega-events or targeting the visitor mix towards promising source markets.

Suggested Citation

  • Matthias Firgo & Oliver Fritz, 2016. "Does Having the Right Visitor Mix Do the Job? Applying an Econometric Shift-share Model to Regional Tourism Developments," WIFO Working Papers 517, WIFO.
  • Handle: RePEc:wfo:wpaper:y:2016:i:517
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    1. Roberto Patuelli & Aura Reggiani & Peter Nijkamp & Uwe Blien, 2006. "New Neural Network Methods for Forecasting Regional Employment: an Analysis of German Labour Markets," Spatial Economic Analysis, Taylor & Francis Journals, vol. 1(1), pages 7-30.
    2. Stockman, Alan C., 1988. "Sectoral and national aggregate disturbances to industrial output in seven European countries," Journal of Monetary Economics, Elsevier, vol. 21(2-3), pages 387-409.
    3. Stephen Gibbons & Henry G. Overman, 2012. "Mostly Pointless Spatial Econometrics?," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 172-191, May.
    4. Ulrich Zierahn, 2012. "The importance of spatial autocorrelation for regional employment growth in Germany," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 32(1), pages 19-43, March.
    5. Falk, Martin & Vanat, Laurent, 2016. "Gains from investments in snowmaking facilities," Ecological Economics, Elsevier, vol. 130(C), pages 339-349.
    6. Uwe Blien & Katja Wolf, 2002. "Regional development of employment in eastern Germany: an analysis with an econometric analogue to shift-share techniques," Papers in Regional Science, Springer;Regional Science Association International, vol. 81(3), pages 391-414.
    7. Crouch, Geoffrey I. & Ritchie, J. R. Brent, 1999. "Tourism, Competitiveness, and Societal Prosperity," Journal of Business Research, Elsevier, vol. 44(3), pages 137-152, March.
    8. Roberto Patuelli & Maurizio Mussoni & Guido Candela, 2016. "The Effects of World Heritage Sites on Domestic Tourism: A Spatial Interaction Model for Italy," Advances in Spatial Science, in: Roberto Patuelli & Giuseppe Arbia (ed.), Spatial Econometric Interaction Modelling, chapter 0, pages 281-315, Springer.
    9. Peter Laimer & Sabine Ehn-Fragner & Egon Smeral, 2014. "Ein Tourismus-Satellitenkonto für Österreich. Methodik, Ergebnisse und Prognosen für die Jahre 2000 bis 2015," WIFO Studies, WIFO, number 57848.
    10. Luiz Carlos de Santana Ribeiro & José Roberto de Lima Andrade, 2015. "Characterization of Tourism Clusters in Brazil," Tourism Economics, , vol. 21(5), pages 957-976, October.
    11. Edgar S. Dunn, 1960. "A Statistical And Analytical Technique For Regional Analysis," Papers in Regional Science, Wiley Blackwell, vol. 6(1), pages 97-112, January.
    12. 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.
    13. Martin Falk, 2011. "International Price Differences in Ski Lift Tickets," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 147(III), pages 303-336, September.
    14. Fourie, Johan & Santana-Gallego, María, 2011. "The impact of mega-sport events on tourist arrivals," Tourism Management, Elsevier, vol. 32(6), pages 1364-1370.
    15. Eric Toulemonde, 2001. "'Actual' Versus 'Virtual' Employment in Belgium," Regional Studies, Taylor & Francis Journals, vol. 35(6), pages 513-518.
    16. Jo Vu & Lindsay Turner, 2011. "Shift–Share Analysis to Measure Arrivals Competitiveness: The Case of Vietnam, 1995–2007," Tourism Economics, , vol. 17(4), pages 803-812, August.
    17. Costello, Donna M, 1993. "A Cross-Country, Cross-Industry Comparison of Productivity Growth," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 207-222, April.
    18. Marimon, Ramon & Zilibotti, Fabrizio, 1998. "'Actual' versus 'virtual' employment in Europe Is Spain different?," European Economic Review, Elsevier, vol. 42(1), pages 123-153, January.
    19. Dogru, Tarik & Sirakaya-Turk, Ercan, 2017. "Engines of tourism's growth: An examination of efficacy of shift-share regression analysis in South Carolina," Tourism Management, Elsevier, vol. 58(C), pages 205-214.
    20. Stephen B. Billings & J. Scott Holladay, 2012. "Should Cities Go For The Gold? The Long-Term Impacts Of Hosting The Olympics," Economic Inquiry, Western Economic Association International, vol. 50(3), pages 754-772, July.
    21. 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.
    22. Falk, Martin, 2017. "Gains from horizontal collaboration among ski areas," Tourism Management, Elsevier, vol. 60(C), pages 92-104.
    23. Jens Suedekum & Uwe Blien & Johannes Ludsteck, 2006. "What has caused regional employment growth differences in Eastern Germany?," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 26(1), pages 51-73, March.
    24. Julie Le Gallo & Yiannis Kamarianakis, 2011. "The Evolution of Regional Productivity Disparities in the European Union from 1975 to 2002: A Combination of Shift-Share and Spatial Econometrics," Regional Studies, Taylor & Francis Journals, vol. 45(1), pages 123-139.
    25. Beatriz Plaza & Pilar González-Casimiro & Paz Moral-Zuazo & Courtney Waldron, 2015. "Culture-led city brands as economic engines: theory and empirics," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 54(1), pages 179-196, January.
    26. D C Knudsen & R Barff, 1991. "Shift-Share Analysis as a Linear Model," Environment and Planning A, , vol. 23(3), pages 421-431, March.
    27. repec:dgr:uvatin:20060020 is not listed on IDEAS
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    Cited by:

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    2. Serrano-Amado, Ana Milena & Montoya-Restrepo, Luz Alexandra & Amado-Cely, Nidia Paola, 2021. "La competitividad turística. Una aproximación desde el Departamento de Boyacá, Colombia," Revista Tendencias, Universidad de Narino, vol. 22(1), pages 226-253, January.
    3. Yoo Ri Kim & Anyu Liu & Allan M Williams, 2022. "Competitiveness in the visitor economy: A systematic literature review," Tourism Economics, , vol. 28(3), pages 817-842, May.
    4. ShiNa Li & Yixin Liu & Shanshan Dai & Mengxin Chen, 2022. "A review of tourism and hospitality studies on behavioural economics," Tourism Economics, , vol. 28(3), pages 843-859, May.
    5. Wifo, 2023. "WIFO-Monatsberichte, Heft 7/2023," WIFO Monatsberichte (monthly reports), WIFO, vol. 96(7), July.
    6. Martin Falk & Robert Steiger, 2020. "Size facilitates profitable ski lift operations," Tourism Economics, , vol. 26(7), pages 1197-1211, November.
    7. Martin Falk & Eva Hagsten, 2017. "Measuring the impact of the European Capital of Culture programme on overnight stays: evidence for the last two decades," European Planning Studies, Taylor & Francis Journals, vol. 25(12), pages 2175-2191, December.
    8. Michael Klien & Hans Pitlik & Matthias Firgo & Ulrike Famira-Mühlberger, 2020. "Ein Modell für einen strukturierten vertikalen Finanzausgleich in Österreich," WIFO Studies, WIFO, number 65854.
    9. Claudia V. Montanía & Miguel A. Márquez & Teresa Fernández‐Núñez & Geoffrey J. D. Hewings, 2024. "Toward a more comprehensive shift‐share analysis: An illustration using regional data," Growth and Change, Wiley Blackwell, vol. 55(1), March.
    10. Firgo, Matthias, 2021. "The causal economic effects of Olympic Games on host regions," Regional Science and Urban Economics, Elsevier, vol. 88(C).
    11. Matthias Firgo & Oliver Fritz, 2023. "Regionalwirtschaftliche und touristische Effekte von Sportgroßveranstaltungen," WIFO Monatsberichte (monthly reports), WIFO, vol. 96(7), pages 481-490, July.
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    More about this item

    Keywords

    Austria; regional performance; service exports; shift-share regression analysis; tourism developments; visitor portfolio;
    All these keywords.

    JEL classification:

    • L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism
    • M30 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Marketing and Advertising - - - General
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • O25 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Industrial Policy
    • R58 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Regional Development Planning and Policy

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