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Does the belt and road initiative stimulate China’s inbound tourist market? An empirical study using the gravity model with a DID method

Author

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  • Xueying Huang

    (Guangxi University of Finance and Economics, China)

  • Yuanjun Han

    (China Tourism Academy, China)

  • Xuhong Gong

    (East China University of Political Science and Law, China)

  • Xiangyan Liu

    (China Tourism Academy, China)

Abstract

This study examines the influence of the Belt and Road Initiative on China’s inbound tourist market, generated from countries and regions along the Belt and Road, using a gravity model with a difference-in-differences method. Panel data for 2008–2016 indicate that the Belt and Road Initiative has direct and significant positive effects on Chinese international tourist-generating markets, but the annual treatment effects are only partly significantly positive. We also examined the heterogeneous effects and mechanism of the Belt and Road Initiative on the inbound tourist market by grouping countries according to the levels of trade openness with China and economic development. The heterogeneous effect tests reveal that China’s international tourist origin countries with low levels of trade openness with China and high levels of economic development benefit from the Belt and Road Initiative. The findings of this study provide policy guidance on expansion for China’s inbound tourism market.

Suggested Citation

  • Xueying Huang & Yuanjun Han & Xuhong Gong & Xiangyan Liu, 2020. "Does the belt and road initiative stimulate China’s inbound tourist market? An empirical study using the gravity model with a DID method," Tourism Economics, , vol. 26(2), pages 299-323, March.
    • Handle: RePEc:sae:toueco:v:26:y:2020:i:2:p:299-323
    DOI: 10.1177/1354816619867577
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    as
    1. Steven Buigut & Djesika D. Amendah, 2016. "Effect of terrorism on demand for tourism in Kenya," Tourism Economics, , vol. 22(5), pages 928-938, October.
    2. Criscuolo, Chiara & Martin, Ralf & Overman, Henry & Van Reenen, John, 2012. "The Causal Effects of an Industrial Policy," IZA Discussion Papers 6323, Institute of Labor Economics (IZA).
    3. Bianca Biagi & Claudio Detotto, 2020. "Crime as Tourism Externality," Regional Studies, Taylor & Francis Journals, vol. 48(4), pages 693-709, July.
    4. Richard Blundell & Monica Costa Dias, 2009. "Alternative Approaches to Evaluation in Empirical Microeconomics," Journal of Human Resources, University of Wisconsin Press, vol. 44(3).
    5. Muhammad Shafiullah & Luke Emeka Okafor & Usman Khalid, 2019. "Determinants of international tourism demand: Evidence from Australian states and territories," Tourism Economics, , vol. 25(2), pages 274-296, March.
    6. Christoph Vietze, 2012. "Cultural Effects on Inbound Tourism into the USA: A Gravity Approach," Tourism Economics, , vol. 18(1), pages 121-138, February.
    7. Balli, Faruk & Balli, Hatice O. & Jean Louis, Rosmy, 2016. "The impacts of immigrants and institutions on bilateral tourism flows," Tourism Management, Elsevier, vol. 52(C), pages 221-229.
    8. Faruk Balli & Syed Jawad Hussain Shahzad & Gazi Salah Uddin, 2018. "A tale of two shocks: What do we learn from the impacts of economic policy uncertainties on tourism?," Post-Print hal-02044848, HAL.
    9. Martins, Luís Filipe & Gan, Yi & Ferreira-Lopes, Alexandra, 2017. "An empirical analysis of the influence of macroeconomic determinants on World tourism demand," Tourism Management, Elsevier, vol. 61(C), pages 248-260.
    10. Petra Moser & Alessandra Voena, 2012. "Compulsory Licensing: Evidence from the Trading with the Enemy Act," American Economic Review, American Economic Association, vol. 102(1), pages 396-427, February.
    11. Haiyan Song & Gang Li & Stephen F. Witt & Baogang Fei, 2010. "Tourism Demand Modelling and Forecasting: How Should Demand Be Measured?," Tourism Economics, , vol. 16(1), pages 63-81, March.
    12. Hering, Laura & Poncet, Sandra, 2014. "Environmental policy and exports: Evidence from Chinese cities," Journal of Environmental Economics and Management, Elsevier, vol. 68(2), pages 296-318.
    13. Pham, Tien Duc & Nghiem, Son & Dwyer, Larry, 2017. "The determinants of Chinese visitors to Australia: A dynamic demand analysis," Tourism Management, Elsevier, vol. 63(C), pages 268-276.
    14. Fukunari Kimura & Hyun-Hoon Lee, 2006. "The Gravity Equation in International Trade in Services," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 142(1), pages 92-121, April.
    15. Marrocu, Emanuela & Paci, Raffaele, 2013. "Different tourists to different destinations. Evidence from spatial interaction models," Tourism Management, Elsevier, vol. 39(C), pages 71-83.
    16. Peter Fuleky & Carl S. Bonham & Qianxue Zhao, 2013. "Estimating Demand Elasticities in Non-Stationary Panels: The Case of Hawaii Tourism," Working Papers 2013-2R, University of Hawaii Economic Research Organization, University of Hawaii at Manoa, revised Aug 2013.
    17. Konstantinos Drakos & Ali M. Kutan, 2003. "Regional Effects of Terrorism on Tourism in Three Mediterranean Countries," Journal of Conflict Resolution, Peace Science Society (International), vol. 47(5), pages 621-641, October.
    18. Pedro Pintassilgo & Jaume Rosselló & Maria Santana-Gallego & Elisabeth Valle, 2016. "The economic dimension of climate change impacts on tourism," Tourism Economics, , vol. 22(4), pages 685-698, August.
    19. Bruce Kogut & Harbir Singh, 1988. "The Effect of National Culture on the Choice of Entry Mode," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 19(3), pages 411-432, September.
    20. Lechner, Michael, 2011. "The Estimation of Causal Effects by Difference-in-Difference Methods," Foundations and Trends(R) in Econometrics, now publishers, vol. 4(3), pages 165-224, November.
    21. Colin Cannonier & Monica Galloway Burke, 2019. "The economic growth impact of tourism in Small Island Developing States—evidence from the Caribbean," Tourism Economics, , vol. 25(1), pages 85-108, February.
    22. Dogru, Tarik & Sirakaya-Turk, Ercan & Crouch, Geoffrey I., 2017. "Remodeling international tourism demand: Old theory and new evidence," Tourism Management, Elsevier, vol. 60(C), pages 47-55.
    23. Ramesh Durbarry, 2008. "Tourism Taxes: Implications for Tourism Demand in the UK," Review of Development Economics, Wiley Blackwell, vol. 12(1), pages 21-36, February.
    24. Luca Zamparini & Anna Serena Vergori & Serena Arima, 2017. "Assessing the determinants of local tourism demand," Tourism Economics, , vol. 23(5), pages 981-992, August.
    25. Song, Haiyan & Qiu, Richard T.R. & Park, Jinah, 2019. "A review of research on tourism demand forecasting," Annals of Tourism Research, Elsevier, vol. 75(C), pages 338-362.
    26. Yair Eilat & Liran Einav, 2004. "Determinants of international tourism: a three-dimensional panel data analysis," Applied Economics, Taylor & Francis Journals, vol. 36(12), pages 1315-1327.
    27. Christoph Vietze, 2011. "What's Pushing International Tourism Expenditures?," Tourism Economics, , vol. 17(2), pages 237-260, April.
    28. Teresa Garin-Munoz & Teodosio Perez Amaral, 2000. "An econometric model for international tourism flows to Spain," Applied Economics Letters, Taylor & Francis Journals, vol. 7(8), pages 525-529.
    29. Camilla Jensen & Jie Zhang, 2013. "Trade in tourism services: Explaining tourism trade and the impact of the general agreement on trade in services on the gains from trade," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 22(3), pages 398-429, April.
    30. Kiyong Keum, 2010. "Tourism flows and trade theory: a panel data analysis with the gravity model," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 44(3), pages 541-557, June.
    31. Sumei Tang & E.A. Selvanathan & Saroja Selvanathan, 2007. "The Relationship between Foreign Direct Investment and Tourism: Empirical Evidence from China," Tourism Economics, , vol. 13(1), pages 25-39, March.
    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.
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