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Modeling and forecasting international tourism demand in Zimbabwe: a bright future for Zimbabwe's tourism industry

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  • NYONI, THABANI

Abstract

This paper, which is the first of its kind in the case of Zimbabwe, uses annual time series on international tourism demand in Zimbabwe from 1980 to 2019, to model and forecast the demand for international tourism using the Box – Jenkins ARIMA approach. This research has been guided by the following objectives: to analyze international tourism trends in Zimbabwe over the study period, to develop and estimate a reliable international tourism forecasting model for Zimbabwe based on the Box-Jenkins ARIMA technique and to project international tourism demand in Zimbabwe over the next decade (2020 – 2030). Based on the Akaike Information Criterion (AIC), the study presents the ARIMA (2, 1, 0) model as the optimal model. The ARIMA (2, 1, 0) model proves beyond any reasonable doubt that over the period 2020 to 2030, international tourism demand in Zimbabwe will increase and that indeed, the future of Zimbabwe’s tourism industry is bright. Amongst other policy recommendations, the study advocates for the continued implementation and enforcement of COVID-19 preventive and control measures as well as unwavering support for tourism sector development through policies such as the National Tourism Recovery and Growth Strategy.

Suggested Citation

  • Nyoni, Thabani, 2021. "Modeling and forecasting international tourism demand in Zimbabwe: a bright future for Zimbabwe's tourism industry," MPRA Paper 110901, University Library of Munich, Germany, revised 01 Dec 2021.
    • Handle: RePEc:pra:mprapa:110901
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    References listed on IDEAS

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    1. Gibson Nene & Ariuna Taivan, 2017. "Causality Between Tourism And Economic Growth: Evidence From Sub-Saharan Africa (Ssa)," Journal of Developing Areas, Tennessee State University, College of Business, vol. 51(2), pages 155-169, April-Jun.
    2. Musallam Abedtalas, 2015. "The Determinants of Tourism Demand in Turkey," Journal of Economics and Behavioral Studies, AMH International, vol. 7(4), pages 90-105.
    3. Petrevska, Biljana, 2012. "Forecasting International Tourism Demand: The Evidence Of Macedonia," UTMS Journal of Economics, University of Tourism and Management, Skopje, Macedonia, vol. 3(1), pages 45-55.
    4. Lee K. Cerveny & Anna Miller & Scott Gende, 2020. "Sustainable Cruise Tourism in Marine World Heritage Sites," Sustainability, MDPI, vol. 12(2), pages 1-24, January.
    5. Yılmaz, Engin, 2015. "Forecasting tourist arrivals to Turkey," MPRA Paper 68616, University Library of Munich, Germany.
    6. Jeyacheya, Julia & Hampton, Mark P., 2020. "Wishful thinking or wise policy? Theorising tourism-led inclusive growth: Supply chains and host communities," World Development, Elsevier, vol. 131(C).
    7. Asif Khan & Sughra Bibi & Ardito Lorenzo & Jiaying Lyu & Zaheer Udden Babar, 2020. "Tourism and Development in Developing Economies: A Policy Implication Perspective," Sustainability, MDPI, vol. 12(4), pages 1-19, February.
    8. Xie, Gang & Qian, Yatong & Wang, Shouyang, 2020. "A decomposition-ensemble approach for tourism forecasting," Annals of Tourism Research, Elsevier, vol. 81(C).
    9. Anca Băndoi & Elena Jianu & Maria Enescu & Gheorghe Axinte & Sorin Tudor & Daniela Firoiu, 2020. "The Relationship between Development of Tourism, Quality of Life and Sustainable Performance in EU Countries," Sustainability, MDPI, vol. 12(4), pages 1-24, February.
    10. Nyoni, Thabani, 2018. "Box-Jenkins ARIMA approach to predicting net FDI inflows in Zimbabwe," MPRA Paper 87737, University Library of Munich, Germany.
    11. Muhammad Asif Khan & József Popp & Mirza Nouman Ali Talib & Zoltán Lakner & Muhammad Atif Khan & Judit Oláh, 2020. "Asymmetric Impact of Institutional Quality on Tourism Inflows Among Selected Asian Pacific Countries," Sustainability, MDPI, vol. 12(3), pages 1-16, February.
    12. Michael Takudzwa Pasara & Tapiwa Kelvin Mutambirwa & Nolutho Diko, 2020. "The Trivariate Causality among Education, Health, and Economic Growth in Zimbabwe," Sustainability, MDPI, vol. 12(4), pages 1-15, February.
    13. Christine Lim, 1997. "An Econometric Classification and Review of International Tourism Demand Models," Tourism Economics, , vol. 3(1), pages 69-81, March.
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    More about this item

    Keywords

    Forecasting; international tourism; Zimbabwe;
    All these keywords.

    JEL classification:

    • L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism
    • Z0 - Other Special Topics - - General

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