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Digital financial inclusion and domestic tourism demand: Through the lens of spatial spillover

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  • Yanzhao Li
  • Ju-e Guo
  • Wenjun Zhu

Abstract

Domestic tourism demand has dominated the global tourism market and has been more resilient during the COVID-19 pandemic; yet, it is under-studied compared to international tourism demand. Digital financial inclusion (DFI) enables the provision of formal financial products and services to small and medium-sized tourism enterprises and tourists through cost-effective digital means, potentially boosting domestic tourism demand. Integrating micro- and macro-level data from 335 prefecture-level regions in China, we investigate the impact of DFI on domestic tourism demand using spatial panel models. Our analysis reveals significant and positive effects, both direct and spillover, of DFI on domestic tourism demand within a region and across regions. Notably, among the three dimensions of DFI, the usage depth exhibits the most substantial spillover effects. Furthermore, our findings also highlight the crucial role of DFI in internalizing domestic tourism revenues. Our study provides practical implications for sustainable domestic tourism development in the digital era.

Suggested Citation

  • Yanzhao Li & Ju-e Guo & Wenjun Zhu, 2024. "Digital financial inclusion and domestic tourism demand: Through the lens of spatial spillover," Tourism Economics, , vol. 30(7), pages 1680-1703, November.
    • Handle: RePEc:sae:toueco:v:30:y:2024:i:7:p:1680-1703
    DOI: 10.1177/13548166231224578
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    References listed on IDEAS

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    1. Paul Elhorst & Eelco Zandberg & Jakob De Haan, 2013. "The Impact of Interaction Effects among Neighbouring Countries on Financial Liberalization and Reform: A Dynamic Spatial Panel Data Approach," Spatial Economic Analysis, Taylor & Francis Journals, vol. 8(3), pages 293-313, September.
    2. Silva, Emmanuel Sirimal & Ghodsi, Zara & Ghodsi, Mansi & Heravi, Saeed & Hassani, Hossein, 2017. "Cross country relations in European tourist arrivals," Annals of Tourism Research, Elsevier, vol. 63(C), pages 151-168.
    3. Guo, Bingnan & Feng, Yu & Lin, Ji, 2023. "Digital inclusive finance and digital transformation of enterprises," Finance Research Letters, Elsevier, vol. 57(C).
    4. Gunter, Ulrich & Önder, Irem & Smeral, Egon, 2019. "Scientific value of econometric tourism demand studies," Annals of Tourism Research, Elsevier, vol. 78(C), pages 1-1.
    5. Ayse Demir & Vanesa Pesqué-Cela & Yener Altunbas & Victor Murinde, 2022. "Fintech, financial inclusion and income inequality: a quantile regression approach," The European Journal of Finance, Taylor & Francis Journals, vol. 28(1), pages 86-107, January.
    6. Yang, Yang & Fan, Yawen & Jiang, Lan & Liu, Xiaohui, 2022. "Search query and tourism forecasting during the pandemic: When and where can digital footprints be helpful as predictors?," Annals of Tourism Research, Elsevier, vol. 93(C).
    7. Marrocu, Emanuela & Paci, Raffaele, 2013. "Different tourists to different destinations. Evidence from spatial interaction models," Tourism Management, Elsevier, vol. 39(C), pages 71-83.
    8. Yongfen Shi & Vighneswara Swamy & Sudharshan Reddy Paramati, 2021. "Does financial inclusion promote tourism development in advanced and emerging economies?," Applied Economics Letters, Taylor & Francis Journals, vol. 28(6), pages 451-458, March.
    9. Yang, Yang & Liu, Ze-Hua & Qi, Qiuyin, 2014. "Domestic tourism demand of urban and rural residents in China: Does relative income matter?," Tourism Management, Elsevier, vol. 40(C), pages 193-202.
    10. Taotao Deng & Yukun Hu, 2019. "Modelling China’s outbound tourist flow to the ‘Silk Road’: A spatial econometric approach," Tourism Economics, , vol. 25(8), pages 1167-1181, December.
    11. Fengjun Tian & Yang Yang & Lan Jiang, 2022. "Spatial spillover of transport improvement on tourism growth," Tourism Economics, , vol. 28(5), pages 1416-1432, August.
    12. Wu, Jinshun & Wu, Luyao, 2023. "Impacts of digital inclusive finance on household entrepreneurship," Finance Research Letters, Elsevier, vol. 56(C).
    13. Isabel Carrillo-Hidalgo & Juan Ignacio Pulido-Fernández, 2019. "Is the financing of tourism by international financial institutions inclusive? A proposal for measurement," Current Issues in Tourism, Taylor & Francis Journals, vol. 22(3), pages 330-356, February.
    14. Carey Goh & Hengyun Li & Qiu Zhang, 2015. "Achieving Balanced Regional Development in China: Is Domestic or International Tourism More Efficacious?," Tourism Economics, , vol. 21(2), pages 369-386, April.
    15. Canh, Nguyen Phuc & Thanh, Su Dinh, 2020. "Domestic tourism spending and economic vulnerability," Annals of Tourism Research, Elsevier, vol. 85(C).
    16. Ding Hu & Xianming Fang & Yuting Meng DiGiovanni, 2023. "Technological progress, financial constrains, and digital financial inclusion," Small Business Economics, Springer, vol. 61(4), pages 1693-1721, December.
    17. Li, Hengyun & Chen, Jason Li & Li, Gang & Goh, Carey, 2016. "Tourism and regional income inequality: Evidence from China," Annals of Tourism Research, Elsevier, vol. 58(C), pages 81-99.
    18. Federico Belotti & Gordon Hughes & Andrea Piano Mortari, 2017. "Spatial panel-data models using Stata," Stata Journal, StataCorp LP, vol. 17(1), pages 139-180, March.
    19. Chow, Clement Kong Wing & Tsui, Wai Hong Kan & Wu, Hanjun, 2021. "Airport subsidies and domestic inbound tourism in China," Annals of Tourism Research, Elsevier, vol. 90(C).
    20. Qi Wu & Jiaqi Feng & Shouheng Sun, 2023. "Research on the Impact of Digital Inclusive Finance on People’s Well-Being," Lecture Notes in Operations Research, in: Xiaopu Shang & Xiaowen Fu & Yixuan Ma & Daqing Gong & Juliang Zhang (ed.), Liss 2022, pages 211-226, Springer.
    21. Yang, Tong & Zhang, Xun, 2022. "FinTech adoption and financial inclusion: Evidence from household consumption in China," Journal of Banking & Finance, Elsevier, vol. 145(C).
    22. Jiao, Xiaoying & Chen, Jason Li & Li, Gang, 2021. "Forecasting tourism demand: Developing a general nesting spatiotemporal model," Annals of Tourism Research, Elsevier, vol. 90(C).
    23. Yanru Li & Guanglin Sun & Qiang Gao & Changming Cheng, 2023. "Digital Financial Inclusion, Financial Efficiency and Green Innovation," Sustainability, MDPI, vol. 15(3), pages 1-13, January.
    24. Claire Célerier & Adrien Matray, 2019. "Bank-Branch Supply, Financial Inclusion, and Wealth Accumulation," The Review of Financial Studies, Society for Financial Studies, vol. 32(12), pages 4767-4809.
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