Massidda, Carla and Etzo, Ivan (2010): Domestic tourism demand in Italy: a Fixed Effect Vector Decomposition estimation.
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This study investigates the main determinants of the Italian domestic tourism demand measured in terms of regional bilateral tourism flows. We consider a large panel of explanatory variables meant to capture not only the role of traditional economic demand-driven forces, but also qualitative supply-side factors that can be crucial in determining the comparative advantage of the exporting regions. The empirical analysis, performed in the context of an extended gravity model, builds on the Fixed Effect Vector Decomposition estimator (FEVD) developed by Plümper and Troeger (2007). The investigation is conducted for the country as a whole and separately for the two macro-areas, namely the Centre-North and the South. According to our results, at aggregate level, the main determinants of Italian tourism flows appear to be the lagged dependent variable, which control for reputation and habit formation, and relative prices. Also the per capita GDP plays a significant role, but its coefficient suggests that in Italy domestic tourism does not behave as a luxury good, as frequently found in the international tourism context. Another interesting result is that for Italian tourists, domestic destinations and international destinations act as substitutable goods. At sub-sample level two main findings are worth noting. On the one hand, the main outcomes of the full sample analysis are confirmed, on the other hand some interesting differences arise with respect to the impact of the relevant variables. In particular, tourists coming from the southern regions appear to be more concerned than northern ones about variations in their per capita GDP and in price differences.
|Item Type:||MPRA Paper|
|Original Title:||Domestic tourism demand in Italy: a Fixed Effect Vector Decomposition estimation|
|Keywords:||Domestic tourism flows, Gravity model, Fixed Effect Vector Decomposition|
|Subjects:||O - Economic Development, Innovation, Technological Change, and Growth > O1 - Economic Development > O18 - Urban, Rural, Regional, and Transportation Analysis ; Housing ; Infrastructure
C - Mathematical and Quantitative Methods > C2 - Single Equation Models ; Single Variables > C23 - Panel Data Models ; Spatio-temporal Models
L - Industrial Organization > L8 - Industry Studies: Services > L83 - Sports ; Gambling ; Restaurants ; Recreation ; Tourism
R - Urban, Rural, Regional, Real Estate, and Transportation Economics > R1 - General Regional Economics > R12 - Size and Spatial Distributions of Regional Economic Activity
|Depositing User:||Ivan Etzo|
|Date Deposited:||22. Oct 2010 02:06|
|Last Modified:||14. Feb 2013 02:53|
Bacci L., Grezzi L. and Giacomelli A. (2002a), L’impatto economico del turismo nell’economia della provincia di Lucca e dei suoi territori, IRPET.
Bacci L., Grezzi L. and Giacomelli A. (2002b), L’impatto economico del turismo nell’economia della provincia di Grosseto e dei suoi territori, IRPET.
Bigano A., Hamilton J.M. and Tol R.S.J. (2006), The Impact of Climate Change on Domestic and International Tourism: A Simulation Study, Nota di lavoro 86, FEEM
Brau R. (2008), “Demand Driven Sustainable Tourism? A Choice Modelling Analysis”, Tourism Economics, 14(4), 691-708.
Carraro C., Costa P. and Manente M. (1994), Il Modello STREP di Previsione dei Flussi Internazionali in Veneto, Quaderno, n.8.4, CISET
Carraro C., Manente M. (1998), “STREP: un Modello di Previsione dei Flussi Turistici Internazionali per regione”, Statistica, Anno LVIII.
Cornwell C. and Rupert P. (1988), Efficient estimation with panel data: An empirical comparison of instrumental variables estimators, Journal of Applied Econometrics, 3 (2), 149-155.
Cortés-Jiménez I. (2006), Tourism and economic growth at regional level: the case of Italy and Spain, 6th Congress of the European Regional Science Association, University of Thessaly (Volos, Greece), 30 August – 3 September.
Costa P. (1984), “La valutazione degli effetti economici del turismo in Italia”, Rivista Internazionale di Scienze Economiche e Commerciali, XXX1(7), 614-626.
Cracolici M.F. - Nijkamp P. (2006), “Competition among tourist destinations: An application of Data Envelopment Analysis to Italian Provinces”, in Giaoutzi M. and Nijkamp P. (eds), Tourism and Regional Development: New Pathway, 133-152, Aldershot, UK: Ashgate.
Cracolici M.F. And Nijkamp P. (2008), The attractiveness and competitiveness of tourist destinations: A study of Southern Italian regions, Progress in Tourism Management, 30, 336-344.
Crouch G. I. and Ritchie J. R. B. (1999), “Tourism, competitiveness, and societal prosperity”, Journal of Business Research, 44(3), 137–152.
De Blasi G. - Seccia A. - Carlucci D. - Santeramo F. (2008), “Presenze straniere negli agriturismi italiani: un’analisi in chiave prospettica”, Agriregionieuropa, Anno 4, Numero 14, 1-7.
Di Torrice M., Cappadozzi T. and Perini P. (2008), Estimating the domestic same-day visits in Italy through different sources, 9th International Forum On Tourism Statistics, November 19-21.
Eilat Y. and Einav L. (2004), “Determinants of international tourism: a three-dimensional panel data analysis”, Applied Economics, 2004, 36, 1315–1327
Formica S. and Uysal M. (1996), “The revitalization of Italy as a tourist destination”, Tourism Management, 17 (5), 32-331.
Gardini A. (1979), “Un’analisi interregionale dei flussi turistici e dei coefficienti gravitazionali di Leontieff-Strout relativi al turismo interno”, Statistica, 3, 455-478.
Giacomelli A. (2003), Turismo internazionale: le regioni italiane sono ancora attraenti?, IRPET
Guizzardi A. and Mazzocchi M. (2009), “Tourism demand for Italy and the business cycle”, Tourism Management, 30, 1-11.
Garin-Munoz T. (2009), “Tourism in Galicia: domestic and foreign demand”, Tourism Economics, 15 (4), 753–769
Hausman, J. A. (1978), “Specification Tests in Econometrics” Econometrica, 46, 1251-1271.
Hsiao C. (2003), Analysis of panel data, Econometric Society Monographs, no. 34, New York: Cambridge University Press (2nd edition).
Khadaroo J. and Seetanah B. (2008), “The role of transport infrastructure in international tourism development: A gravity model approach”, Tourism Management, 29, 831–840.
Lim C. (1997), “Review of International Tourism Demand Models”, Annals of Tourism Research, 24, 835-849.
Lowry I. (1966), Migration and metropolitan growth: two analytical models, San Francisco: Chandler Publishing Company.
Naudé W. and Saayman A. (2005), “Determinants of tourist arrivals in Africa: a panel data regression analysis”, Tourism Economics, 11 (3), 365–391.
Mazzocchi M. and Montini A. (2001), “Earthquake effects of Tourism in central Italy”, Annals of Tourism Research, 28 (4), 1031–1046.
Plumper T. and Troeger. V. E. (2007), "Efficient Estimation of Time-Invariant and Rarely Changing Variables in Finite Sample Panel Analyses with Unit Fixed Effects," Political Analysis 15(2): 124-39.
Poyhonen P. (1963), “A tentative model for the volume of trade between countries”, Weltwirtschaftliches Archiv, 90(1), 93–99.
Provenzano D. (2009), A Dynamic Analysis Of Tourism Determinants in Sicily, Master Thesis for Master Programme in System Dynamics, Department of Geography, University of Bergen.
Taylor T. and Arigoni Ortiz R. (2009), “Impacts of climate change on domestic tourism in the UK: a panel data estimation”, Tourism Economics, 2009, 15 (4), 803–812
Wen Z. (1997), “China’s domestic tourism: impetus, development and trends”, Tourism Management, 18, 565-571
Wooldridge J. M. (2002), “Econometric analysis of cross section and panel data.” [Book] Cambridge and London: MIT Press. p xxi, 752.
Zhang J. and Jensen C. (2007), “Comparative advantage. Explaining Tourism Flows”, Annals of Tourism Research, 34, 223-243.