Museum and monument attendance and tourism flow: A time series analysis approach
AbstractThis paper takes a time series analysis approach to evaluate the directions of causality between tourism flows, on the one side, and museum and monument attendance, on the other. We consider Italy as a case study, and analyze monthly data over the period January 1996 to December 2007. All considered series are seasonally integrated, and co-integration links emerge. We focus on the error correction mechanism among co-integrated time series to detect the directional link(s) of causality. Clear-cut results emerge: generally, the causality runs from tourist flows to museum and monument attendance. The non-stationary nature of time series, their co-integration relationships, and the direction of causal links suggest specific implication for tourism and cultural policies.
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Bibliographic InfoPaper provided by University Library of Munich, Germany in its series MPRA Paper with number 18908.
Date of creation: Nov 2009
Date of revision:
Tourism; Museum; Seasonal unit root; Co-integration; Causality.;
Other versions of this item:
- Roberto Cellini & Tiziana Cuccia, 2013. "Museum and monument attendance and tourism flow: a time series analysis approach," Applied Economics, Taylor & Francis Journals, vol. 45(24), pages 3473-3482, August.
- C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
- Z10 - Other Special Topics - - Cultural Economics - - - General
- C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models &bull Diffusion Processes
This paper has been announced in the following NEP Reports:
- NEP-ALL-2009-12-05 (All new papers)
- NEP-CUL-2009-12-05 (Cultural Economics)
- NEP-TUR-2009-12-05 (Tourism Economics)
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- Clive, W.J. & Lin, Jin-Lung, 1995. "Causality in the Long Run," Econometric Theory, Cambridge University Press, vol. 11(03), pages 530-536, June.
- Victor Ginsburgh & David Throsby, 2006.
"Handbook of the economics of art and culture,"
ULB Institutional Repository
2013/1673, ULB -- Universite Libre de Bruxelles.
- Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
- Jacint Balaguer & Manuel Cantavella-Jordá, 2000.
"Tourism As A Long-Run Economic Growth Factor: The Spanish Case,"
Working Papers. Serie EC
2000-10, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- 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.
- Silvia Fedeli & Michele Santoni, 2006. "The Government's Choice of Bureaucratic Organisation: An Application to Italian State Museums," Journal of Cultural Economics, Springer, vol. 30(1), pages 41-72, March.
- John M. Piotrowski & Rabah Arezki & Reda Cherif, 2009.
"Tourism Specialization and Economic Development : Evidence from the UNESCO World Heritage List,"
IMF Working Papers
09/176, International Monetary Fund.
- Arezki, Rabah & Cherif, Reda & Piotrowski, John, 2009. "Tourism Specialization and Economic Development: Evidence from the UNESCO World Heritage List," MPRA Paper 17132, University Library of Munich, Germany.
- Beatriz Plaza, 2008. "On Some Challenges and Conditions for the Guggenheim Museum Bilbao to be an Effective Economic Re-activator," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 32(2), pages 506-517, 06.
- Gregory, A.W. & Hansen, B.E., 1992.
"Residual-Based Tests for Cointegration in Models with Regime Shifts,"
RCER Working Papers
335, University of Rochester - Center for Economic Research (RCER).
- Gregory, Allan W. & Hansen, Bruce E., 1996. "Residual-based tests for cointegration in models with regime shifts," Journal of Econometrics, Elsevier, vol. 70(1), pages 99-126, January.
- Allan w. Gregory & Bruce E. Hansen, 1992. "residual-Based Tests for Cointegration in Models with Regime Shifts," Working Papers 862, Queen's University, Department of Economics.
- Franses, Philip Hans & Kunst, Robert M, 1999.
" On the Role of Seasonal Intercepts in Seasonal Cointegration,"
Oxford Bulletin of Economics and Statistics,
Department of Economics, University of Oxford, vol. 61(3), pages 409-33, August.
- Franses, Ph.H.B.F. & Kunst, R.M., 1998. "On the role of seasonal intercepts in seasonal cointegration," Econometric Institute Research Papers EI 9820, Erasmus University Rotterdam, Erasmus School of Economics (ESE), Econometric Institute.
- Franses, Philip Hans & Kunst, Robert M., 1995. "On the role of seasonal intercepts in seasonal cointegration," Economics Series 15, Institute for Advanced Studies.
- Ghysels,Eric & Osborn,Denise R., 2001.
"The Econometric Analysis of Seasonal Time Series,"
Cambridge University Press, number 9780521562607, December.
- Bruno S. Frey & Stephan Meier, .
"The Economics of Museums,"
IEW - Working Papers
149, Institute for Empirical Research in Economics - University of Zurich.
- Inder, Brett, 1993. "Estimating long-run relationships in economics : A comparison of different approaches," Journal of Econometrics, Elsevier, vol. 57(1-3), pages 53-68.
- Bille, Trine & Schulze, Gunther G., 2006. "Culture in Urban and Regional Development," Handbook of the Economics of Art and Culture, Elsevier.
- Lampi, Elina & Orth, Matilda, 2008.
"Who visits the museums? A comparison between stated preferences and observed effects of entrance fees,"
Working Papers in Economics
298, University of Gothenburg, Department of Economics.
- Elina Lampi & Matilda Orth, 2009. "Who Visits the Museums? A Comparison between Stated Preferences and Observed Effects of Entrance Fees," Kyklos, Wiley Blackwell, vol. 62(1), pages 85-102, 02.
- Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
- Mansur Masih & Ali Al-Elg & Haider Madani, 2009. "Causality between financial development and economic growth: an application of vector error correction and variance decomposition methods to Saudi Arabia," Applied Economics, Taylor & Francis Journals, vol. 41(13), pages 1691-1699.
- Dritsakis, Nikolaos, 2007. "Seasonal Analysis of Tourist Revenues: An Empirical Research for Greece," MPRA Paper 25363, University Library of Munich, Germany, revised 25 Feb 2008.
- Hylleberg, Svend, 1995. "Tests for seasonal unit roots general to specific or specific to general?," Journal of Econometrics, Elsevier, vol. 69(1), pages 5-25, September.
- Engle, R. F. & Granger, C. W. J. & Hallman, J. J., 1989. "Merging short-and long-run forecasts : An application of seasonal cointegration to monthly electricity sales forecasting," Journal of Econometrics, Elsevier, vol. 40(1), pages 45-62, January.
- Granger, C. W. J., 1988. "Some recent development in a concept of causality," Journal of Econometrics, Elsevier, vol. 39(1-2), pages 199-211.
- repec:ebl:ecbull:v:3:y:2008:i:21:p:1-8 is not listed on IDEAS
- Christine Lim & Michael McAleer, 2000. "A seasonal analysis of Asian tourist arrivals to Australia," Applied Economics, Taylor & Francis Journals, vol. 32(4), pages 499-509.
- Edgar J Sanchez Carrera & W. Adrian Risso & Juan Gabriel Brida, 2008. "Tourism's Impact on Long-Run Mexican Economic Growth," Economics Bulletin, AccessEcon, vol. 3(21), pages 1-8.
- F. Di Lascio & Simone Giannerini & Antonello Scorcu & Guido Candela, 2011. "Cultural tourism and temporary art exhibitions in Italy: a panel data analysis," Statistical Methods and Applications, Springer, vol. 20(4), pages 519-542, November.
- Roberto Patuelli & Maurizio Mussoni & Guido Candela, 2013.
"The effects of World Heritage Sites on domestic tourism: a spatial interaction model for Italy,"
Journal of Geographical Systems,
Springer, vol. 15(3), pages 369-402, July.
- Candela, Guido & Mussoni, Maurizio & Patuelli Roberto, 2012. "The effects of World Heritage Sites on domestic tourism: a spatial interaction model for Italy," EBLA Working Papers 201204, University of Turin.
- Roberto Patuelli & Maurizio Mussoni & Guido Candela, 2012. "The Effects of World Heritage Sites on Domestic Tourism: A Spatial Interaction Model for Italy," Working Paper Series 14_12, The Rimini Centre for Economic Analysis, revised Jan 2013.
- R. Patuelli & M. Mussoni & G. Candela, 2012. "The Effects of World Heritage Sites on Domestic Tourism: A Spatial Interaction Model for Italy," Working Papers wp834, Dipartimento Scienze Economiche, Universita' di Bologna.
- JG. Brida & M. Pulina & E. Riaño, 2010. "Visitors’ experience in a modern art museum: a structural equation model," Working Paper CRENoS 201026, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
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