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Determinants of tourist arrivals in Africa: a panel data regression analysis

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  • Naudé, Wim
  • Saayman, Andrea

Abstract

Africa’s tourism potential is acknowledged to be significant but underdeveloped. This paper uses both cross-section data and panel data for the period 1996–2000 to identify the determinants of tourism arrivals in 43 African countries, taking into account tourists’ country of origin. The results strongly suggest that political stability, tourism infrastructure, marketing and information, and the level of development at the destination are key determinants of travel to Africa. Typical ‘developed country determinants’ of tourism demand, such as the level of income in the origin country, the relative prices and the cost of travel, are not so significant in explaining the demand for Africa as a tourism destination. It is therefore recommended that attention should be given to improving the overall stability of the continent and the availability and quantity of tourism infrastructure.

Suggested Citation

  • Naudé, Wim & Saayman, Andrea, 2005. "Determinants of tourist arrivals in Africa: a panel data regression analysis," MPRA Paper 16479, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:16479
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    1. W.A. NaudÈ & W.F. Krugell, 2003. "An Inquiry into Cities and their Role in Subnational Economic Growth in South Africa," Journal of African Economies, Centre for the Study of African Economies, vol. 12(4), pages 476-499, December.
    2. Sachs, Jeffrey D & Warner, Andrew M, 1997. "Sources of Slow Growth in African Economies," Journal of African Economies, Centre for the Study of African Economies, vol. 6(3), pages 335-376, October.
    3. Melville Saayman & Andrea Saayman & Juliet Rhodes, 2001. "Domestic tourist spending and economic development: The case of the North West Province," Development Southern Africa, Taylor & Francis Journals, vol. 18(4), pages 443-455.
    4. Diamond, J, 1976. "Tourism and Development Policy: A Quantitative Appraisal," Bulletin of Economic Research, Wiley Blackwell, vol. 28(1), pages 36-50, May.
    5. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    6. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    7. Witt, Stephen F. & Witt, Christine A., 1995. "Forecasting tourism demand: A review of empirical research," International Journal of Forecasting, Elsevier, vol. 11(3), pages 447-475, September.
    8. Jonas Nordström, 2005. "Dynamic and stochastic structures in tourism demand modeling," Empirical Economics, Springer, vol. 30(2), pages 379-392, September.
    9. Robert Cleverdon, 2002. "Tourism development in the SADC region: The opportunities and challenges," Development Southern Africa, Taylor & Francis Journals, vol. 19(1), pages 7-28.
    10. John Luke Gallup & Jeffrey D. Sachs & Andrew Mellinger, 1999. "Geography and Economic Development," CID Working Papers 1, Center for International Development at Harvard University.
    11. Lindsay W. Turner & N. Kulendran & H. Fernando, 1997. "Univariate Modelling Using Periodic and Non-Periodic Analysis: Inbound Tourism to Japan, Australia and New Zealand Compared," Tourism Economics, , vol. 3(1), pages 39-56, March.
    12. Andrew Warner, 2002. "Institutions, Geography, Regions, Countries and the Mobility Bias," CID Working Papers 91, Center for International Development at Harvard University.
    13. Gallup, John L. & Sachs, Jeffrey D. & Mellinger, Andrew, "undated". "Geography and Economic Development," Instructional Stata datasets for econometrics geodata, Boston College Department of Economics.
    14. F. J. Ledesma-Rodríguez & M. Navarro-Ibánez & J. V. Pérez-Rodríguez, "undated". "Panel data and tourism demand. The case of Tenerife," Working Papers 99-17, FEDEA.
    15. Christine Lim & Michael McAleer, 2003. "Modelling International Travel Demand from Singapore to Australia," CIRJE F-Series CIRJE-F-214, CIRJE, Faculty of Economics, University of Tokyo.
    16. Christine Lim & Michael McAleer, 2001. "Time Series Forecasts of International Tourism Demand for Australia," ISER Discussion Paper 0533, Institute of Social and Economic Research, Osaka University.
    17. Badi H. Baltagi, 2021. "Econometric Analysis of Panel Data," Springer Texts in Business and Economics, Springer, edition 6, number 978-3-030-53953-5, December.
    18. Haiyan Song & Peter Romilly & Xiaming Liu, 2000. "An empirical study of outbound tourism demand in the UK," Applied Economics, Taylor & Francis Journals, vol. 32(5), pages 611-624.
    19. John Luke Gallup & Jeffrey D. Sachs & Andrew Mellinger, 1999. "Geography and Economic Development," CID Working Papers 01A, Center for International Development at Harvard University.
    20. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    21. Song, Haiyan & Witt, Stephen F. & Jensen, Thomas C., 2003. "Tourism forecasting: accuracy of alternative econometric models," International Journal of Forecasting, Elsevier, vol. 19(1), pages 123-141.
    22. Gallup, John & Sachs, Jeffrey, 1999. "Geography and Economic Development," Harvard Institute for International Development (HIID) Papers 294434, Harvard University, Kennedy School of Government.
    23. Gallup, J.L. & Sachs, J.D. & Mullinger, A., 1999. "Geography and Economic Development," Papers 1, Chicago - Graduate School of Business.
    24. John Luke Gallup & Jeffrey D. Sachs, 2000. "The Economic Burden of Malaria," CID Working Papers 52A, Center for International Development at Harvard University.
    25. John Luke Gallup & Jeffrey D. Sachs, 2000. "The Economic Burden of Malaria," CID Working Papers 52, Center for International Development at Harvard University.
    26. Kaufmann, Daniel & Kraay, Aart & Zoido-Lobaton, Pablo, 1999. "Aggregating governance indicators," Policy Research Working Paper Series 2195, The World Bank.
    27. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    28. du Preez, Johann & Witt, Stephen F., 2003. "Univariate versus multivariate time series forecasting: an application to international tourism demand," International Journal of Forecasting, Elsevier, vol. 19(3), pages 435-451.
    29. Pollak, Robert A, 1970. "Habit Formation and Dynamic Demand Functions," Journal of Political Economy, University of Chicago Press, vol. 78(4), pages 745-763, Part I Ju.
    30. Iain Christie & Doreen Elizabeth Cromption, 2001. "Tourism in Africa," World Bank Publications - Reports 9804, The World Bank Group.
    31. Peter Kennedy, 2003. "A Guide to Econometrics, 5th Edition," MIT Press Books, The MIT Press, edition 5, volume 1, number 026261183x, December.
    32. Lim, Christine, 2004. "The major determinants of Korean outbound travel to Australia," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 64(3), pages 477-485.
    33. Anderson, T. W. & Hsiao, Cheng, 1982. "Formulation and estimation of dynamic models using panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 47-82, January.
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    More about this item

    Keywords

    Africa; tourism; tourism arrivals;
    All these keywords.

    JEL classification:

    • O55 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Africa
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade

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