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The reciprocal impact between air passenger transport and international tourism in Singapore

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  • Nguyen, Quang Hai

Abstract

This study examines the interplay between air passenger transport and international tourism through the role of GDP (Gross Domestic Product) and trade openness in 11 key markets of Singapore. Co-integration tests indicate that although air passenger transport and international tourism may not be individually stable in some markets, their fluctuations are strongly and durably related. The estimation results using a combined SARIMA (Seasonal Autoregressive Integrated Moving Average), X (exogenous factors), and GARCH (Generalized Autoregressive Conditional Heteroskedasticity) model show that there is a strong interrelationship between air passenger transport and the number of international tourists to Singapore, but air passenger transport is less sensitive to fluctuations in the number of international tourists. GDP and trade openness also have significant impacts on the demand for both sectors, but at different levels across markets. The cyclical, seasonal, and external shock effects found in air passenger transport and international tourism indicate the diversity in behavior and characteristics of each market. The research results provide a basis for managers and policymakers to forecast and formulate development policies for tourism and air transport.

Suggested Citation

  • Nguyen, Quang Hai, 2025. "The reciprocal impact between air passenger transport and international tourism in Singapore," Journal of Air Transport Management, Elsevier, vol. 129(C).
    • Handle: RePEc:eee:jaitra:v:129:y:2025:i:c:s0969699725001401
    DOI: 10.1016/j.jairtraman.2025.102877
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    1. Quang Hai Nguyen, 2021. "Impact of Investment in Tourism Infrastructure Development on Attracting International Visitors: A Nonlinear Panel ARDL Approach Using Vietnam’s Data," Economies, MDPI, vol. 9(3), pages 1-20, September.
    2. Button, Kenneth & Taylor, Samantha, 2000. "International air transportation and economic development," Journal of Air Transport Management, Elsevier, vol. 6(4), pages 209-222.
    3. Nelson, Daniel B, 1991. "Conditional Heteroskedasticity in Asset Returns: A New Approach," Econometrica, Econometric Society, vol. 59(2), pages 347-370, March.
    4. Matsumoto, Hidenobu, 2007. "International air network structures and air traffic density of world cities," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 43(3), pages 269-282, May.
    5. Ding, Zhuanxin & Granger, Clive W. J. & Engle, Robert F., 1993. "A long memory property of stock market returns and a new model," Journal of Empirical Finance, Elsevier, vol. 1(1), pages 83-106, June.
    6. Gudmundsson, S.V. & Cattaneo, M. & Redondi, R., 2021. "Forecasting temporal world recovery in air transport markets in the presence of large economic shocks: The case of COVID-19," Journal of Air Transport Management, Elsevier, vol. 91(C).
    7. Gong, Qiang & Wang, Kun & Fan, Xingli & Fu, Xiaowen & Xiao, Yi-bin, 2018. "International trade drivers and freight network analysis - The case of the Chinese air cargo sector," Journal of Transport Geography, Elsevier, vol. 71(C), pages 253-262.
    8. Chun‐ping Chang & Yung‐hsiang Ying, 2008. "The Generative Power Of Air Freight In The Trade Openness – Economic Growth Nexus In African Countries," South African Journal of Economics, Economic Society of South Africa, vol. 76(3), pages 493-512, September.
    9. Llano, Carlos & Pardo, Juan & Pérez-Balsalobre, Santiago & Pérez, Julián, 2023. "Estimating multicountry tourism flows by transport mode," Annals of Tourism Research, Elsevier, vol. 103(C).
    10. Van De Vijver, Elien & Derudder, Ben & Witlox, Frank, 2014. "Exploring causality in trade and air passenger travel relationships: the case of Asia-Pacific, 1980–2010," Journal of Transport Geography, Elsevier, vol. 34(C), pages 142-150.
    11. Hussain, Muhammad Noshab, 2023. "Evaluating the impact of air transportation, railway transportation, and trade openness on inbound and outbound tourism in BRI countries," Journal of Air Transport Management, Elsevier, vol. 106(C).
    12. Matsumoto, Hidenobu & Domae, Koji, 2018. "The effects of new international airports and air-freight integrator's hubs on the mobility of cities in urban hierarchies: A case study in East and Southeast Asia," Journal of Air Transport Management, Elsevier, vol. 71(C), pages 160-166.
    13. Tsui, Wai Hong Kan & Fu, Xiaowen & Yin, Chuanzhong & Zhang, Huaxin, 2021. "Hong Kong's aviation and tourism growth - An empirical investigation," Journal of Air Transport Management, Elsevier, vol. 93(C).
    14. Hylleberg, S. & Engle, R. F. & Granger, C. W. J. & Yoo, B. S., 1990. "Seasonal integration and cointegration," Journal of Econometrics, Elsevier, vol. 44(1-2), pages 215-238.
    15. Law, Colin C.H. & Zhang, Yahua & Gow, Jeff & Vu, Xuan-Binh, 2022. "Dynamic relationship between air transport, economic growth and inbound tourism in Cambodia, Laos, Myanmar and Vietnam," Journal of Air Transport Management, Elsevier, vol. 98(C).
    16. Chi, Junwook & Baek, Jungho, 2013. "Dynamic relationship between air transport demand and economic growth in the United States: A new look," Transport Policy, Elsevier, vol. 29(C), pages 257-260.
    17. Lo, Winnie Wai Ling & Wan, Yulai & Zhang, Anming, 2015. "Empirical estimation of price and income elasticities of air cargo demand: The case of Hong Kong," Transportation Research Part A: Policy and Practice, Elsevier, vol. 78(C), pages 309-324.
    18. Matsumoto, Hidenobu, 2004. "International urban systems and air passenger and cargo flows: some calculations," Journal of Air Transport Management, Elsevier, vol. 10(4), pages 239-247.
    19. Fageda, Xavier & Fioravanti, Reinaldo & Ricover, Andy & Café, Eduardo & Ansaldo, Mariano, 2023. "Econometric analysis of the determinants of air cargo services supply in Latin America and the Caribbean," Transport Policy, Elsevier, vol. 135(C), pages 33-44.
    20. Bojana Spasojevic & Gui Lohmann & Noel Scott, 2018. "Air transport and tourism – a systematic literature review (2000–2014)," Current Issues in Tourism, Taylor & Francis Journals, vol. 21(9), pages 975-997, June.
    21. Wai Hong Kan Tsui & Faruk Balli, 2017. "International arrivals forecasting for Australian airports and the impact of tourism marketing expenditure," Tourism Economics, , vol. 23(2), pages 403-428, March.
    22. Ana-Maria Dinu, 2018. "The Importance of Transportation to Tourism Development," Academic Journal of Economic Studies, Faculty of Finance, Banking and Accountancy Bucharest,"Dimitrie Cantemir" Christian University Bucharest, vol. 4(4), pages 183-187, December.
    23. Shujie Yao & Xiuyun Yang, 2012. "Air transport and regional economic growth in China," Asia-Pacific Journal of Accounting & Economics, Taylor & Francis Journals, vol. 19(3), pages 318-329.
    24. Chia-Lin Chang & Thanchanok Khamkaew & Roengchai Tansuchat & Michael McAleer, 2011. "Interdependence of International Tourism Demand and Volatility in Leading ASEAN Destinations," Tourism Economics, , vol. 17(3), pages 481-507, June.
    25. Nguyen, Quang Hai, 2024. "Modeling the volatility of international air freight: A case study of Singapore using the SARIMAX-EGARCH model," Journal of Air Transport Management, Elsevier, vol. 117(C).
    26. Balli, Hatice Ozer & Tsui, Wai Hong Kan & Balli, Faruk, 2019. "Modelling the volatility of international visitor arrivals to New Zealand," Journal of Air Transport Management, Elsevier, vol. 75(C), pages 204-214.
    27. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    28. Maaz Khan & Umar Nawaz Kayani & Mrestyal Khan & Khurrum Shahzad Mughal & Mohammad Haseeb, 2023. "COVID-19 Pandemic & Financial Market Volatility; Evidence from GARCH Models," JRFM, MDPI, vol. 16(1), pages 1-20, January.
    29. Rajesh Mamilla & Chinnadurai Kathiravan & Aidin Salamzadeh & Léo-Paul Dana & Mohamed Elheddad, 2023. "COVID-19 Pandemic and Indices Volatility: Evidence from GARCH Models," JRFM, MDPI, vol. 16(10), pages 1-14, October.
    30. N. Kulendran & Kenneth Wilson, 2000. "Is there a relationship between international trade and international travel?," Applied Economics, Taylor & Francis Journals, vol. 32(8), pages 1001-1009.
    31. Wang, Sen & Gao, Yi, 2021. "A literature review and citation analyses of air travel demand studies published between 2010 and 2020," Journal of Air Transport Management, Elsevier, vol. 97(C).
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