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Can Inbound Tourism Improve Regional Ecological Efficiency? An Empirical Analysis from China

Author

Listed:
  • Liang Zhao

    (Tourism School, Hubei University, Wuhan 430062, China)

  • Lifei Xu

    (Tourism School, Hubei University, Wuhan 430062, China)

  • Ling Li

    (Tourism School, Hubei University, Wuhan 430062, China)

  • Jing Hu

    (School of Tourism and Hospitality Management, Wuhan City Polytechnic, Wuhan 430064, China)

  • Lin Mu

    (Tourism Quality Supervision and Management Institute, Ministry of Culture and Tourism, Beijing 430051, China)

Abstract

Inbound tourism has an important impact on regional eco-efficiency. This paper uses the panel data of 31 provincial administrative units in China from 2005 to 2019; uses the improved DEA model to measure the regional ecological efficiency; and uses the panel threshold model to investigate input, output, and efficiency from the perspective of green technology innovation. Then, it explores the heterogeneous effects of inbound tourism on ecological efficiency. This paper finds that cross-border tourism has a positive impact on the ecological efficiency of tourist destinations. However, the degree of influence varies and will be changed with the level of regional green innovation. The main conclusions are as follows: (1) From an overall perspective, inbound tourism has a significant positive effect on ecological efficiency. (2) With the increase in green innovation investment and output, the promotion effect of inbound tourism on regional ecological efficiency first increases and then decreases. (3) The higher the green innovation efficiency, the greater the promotion effect of inbound tourism on ecological efficiency. Therefore, the Chinese government should encourage the development of inbound tourism, adopt greener innovative technologies that are cleaner and more environmentally friendly, and enhance the welfare effect of tourism on green economy.

Suggested Citation

  • Liang Zhao & Lifei Xu & Ling Li & Jing Hu & Lin Mu, 2022. "Can Inbound Tourism Improve Regional Ecological Efficiency? An Empirical Analysis from China," IJERPH, MDPI, vol. 19(19), pages 1-19, September.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:19:p:12282-:d:927086
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    as
    1. Fei Fan & Dailin Cao & Ning Ma, 2020. "Is Improvement of Innovation Efficiency Conducive to Haze Governance? Empirical Evidence from 283 Chinese Cities," IJERPH, MDPI, vol. 17(17), pages 1-20, August.
    2. Fei Fan & Shangze Dai & Keke Zhang & Haiqian Ke, 2021. "Innovation agglomeration and urban hierarchy: evidence from Chinese cities," Applied Economics, Taylor & Francis Journals, vol. 53(54), pages 6300-6318, November.
    3. Gordon Akon-Yamga & Chux U. Daniels & Wilhemina Quaye & Blanche M. Ting & Adelaide A. Asante, 2021. "Transformative innovation policy approach to e-waste management in Ghana: Perspectives of actors on transformative changes," Science and Public Policy, Oxford University Press, vol. 48(3), pages 387-397.
    4. Yuan-Chieh Chang & Po-Hsuan Chen & Min-Jun Teng, 2021. "Erratum to: How do institutional changes facilitate university-centric networks in Taiwan? The triple-helix model of innovation view," Science and Public Policy, Oxford University Press, vol. 48(4), pages 602-603.
    5. Nasser Al‐Baimani & Nick Clifton & Eleri Jones & Rhiannon Pugh, 2021. "Applying the ecosystem model in a new context? The case of business incubation in Oman," Growth and Change, Wiley Blackwell, vol. 52(2), pages 663-686, June.
    6. Song Wang & Mengyuan Jia & Yahui Zhou & Fei Fan, 2020. "Impacts of changing urban form on ecological efficiency in China: a comparison between urban agglomerations and administrative areas," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 63(10), pages 1834-1856, August.
    7. Shuai Liu & Fei Fan & Jianqing Zhang, 2019. "Are Small Cities More Environmentally Friendly? An Empirical Study from China," IJERPH, MDPI, vol. 16(5), pages 1-16, February.
    8. Rodríguez, Isabel & Williams, Allan M. & Hall, C. Michael, 2014. "Tourism innovation policy: Implementation and outcomes," Annals of Tourism Research, Elsevier, vol. 49(C), pages 76-93.
    9. Siliang Guo & Heng Ma, 2021. "Does industrial agglomeration promote high‐quality development of the Yellow River Basin in China? Empirical test from the moderating effect of environmental regulation," Growth and Change, Wiley Blackwell, vol. 52(4), pages 2040-2070, December.
    10. Balázs Borsi, 2021. "The Balanced State of Application-oriented Public Research and Technology Organisations," Science and Public Policy, Oxford University Press, vol. 48(5), pages 612-629.
    11. Haiqian Ke & Wenyi Yang & Xiaoyang Liu & Fei Fan, 2020. "Does Innovation Efficiency Suppress the Ecological Footprint? Empirical Evidence from 280 Chinese Cities," IJERPH, MDPI, vol. 17(18), pages 1-23, September.
    12. Charles Ayoubi & Michele Pezzoni & Fabiana Visentin, 2021. "Does It Pay to Do Novel Science? The Selectivity Patterns in Science Funding," Science and Public Policy, Oxford University Press, vol. 48(5), pages 635-648.
    13. Sowjanya Dhulipala & Gopal R. Patil, 2021. "Identification of freight generating industry complexes: A descriptive spatial analysis," Growth and Change, Wiley Blackwell, vol. 52(4), pages 2680-2712, December.
    14. Ernest Kay Bakpa & Hu Xuhua & Abigail Konadu Aboagye, 2021. "Ghana’s economic growth: Directing our focus on the contributing influences of innovation activities and trade," Growth and Change, Wiley Blackwell, vol. 52(4), pages 2213-2237, December.
    15. Elisa Cordeiro Bastos & Aline Rossales Sengik & Jorge Tello-Gamarra, 2021. "Fifty years of University-industry collaboration: a global bibliometrics overview," Science and Public Policy, Oxford University Press, vol. 48(2), pages 177-199.
    16. Julie L. Hotchkiss & Anil Rupasingha, 2021. "Individual social capital and migration," Growth and Change, Wiley Blackwell, vol. 52(2), pages 808-837, June.
    17. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    18. Husam Arman & Simona Iammarino & J Eduardo Ibarra-Olivo & Neil Lee, 2022. "Systems of innovation, diversification, and the R&D trap: A case study of Kuwait [Building Technological Capability in the Less Developed Countries: The Role of a National System of Innovation]," Science and Public Policy, Oxford University Press, vol. 49(2), pages 179-190.
    19. Marcos Álvarez‐Díaz & Béatrice D’Hombres & Lewis Dijkstra & Claudia Ghisetti & Nicola Pontarollo, 2021. "Unveiling the local determinants of population growth in the European Union," Growth and Change, Wiley Blackwell, vol. 52(1), pages 150-166, March.
    20. Yuan-Chieh Chang & Po-Hsuan Chen & Min-Jun Teng, 2021. "How do institutional changes facilitate university-centric networks in Taiwan? The Triple Helix model of innovation view," Science and Public Policy, Oxford University Press, vol. 48(3), pages 309-324.
    21. Song Wang & Jiexin Wang & Chenqi Wei & Xueli Wang & Fei Fan, 2021. "Collaborative innovation efficiency: From within cities to between cities—Empirical analysis based on innovative cities in China," Growth and Change, Wiley Blackwell, vol. 52(3), pages 1330-1360, September.
    22. Noailly, Joëlle & Ryfisch, David, 2015. "Multinational firms and the internationalization of green R&D: A review of the evidence and policy implications," Energy Policy, Elsevier, vol. 83(C), pages 218-228.
    23. Jing Xie & Qi Sun & Shaohong Wang & Xiaoping Li & Fei Fan, 2020. "Does Environmental Regulation Affect Export Quality? Theory and Evidence from China," IJERPH, MDPI, vol. 17(21), pages 1-23, November.
    24. E. M. Ekanayake & Aubrey E. Long, 2012. "Tourism Development And Economic Growth In Developing Countries," The International Journal of Business and Finance Research, The Institute for Business and Finance Research, vol. 6(1), pages 51-63.
    25. Guoxiang Li & Keqiang Wang & Hongmei Liu, 2021. "Construction land reduction, rural financial development, and industrial structure optimization," Growth and Change, Wiley Blackwell, vol. 52(3), pages 1783-1803, September.
    26. Jian-qing Zhang & Tingting Chen & Fei Fan & Song Wang, 2018. "Empirical research on time-varying characteristics and efficiency of the Chinese economy and monetary policy: evidence from the MI-TVP-VAR model," Applied Economics, Taylor & Francis Journals, vol. 50(33), pages 3596-3613, July.
    27. Markus M. Bugge & Fazilat Siddiq, 2021. "Empowering professionalism in mission-oriented innovation," Science and Public Policy, Oxford University Press, vol. 48(3), pages 423-437.
    28. Wolfgang Keller & Arik Levinson, 2002. "Pollution Abatement Costs and Foreign Direct Investment Inflows to U.S. States," The Review of Economics and Statistics, MIT Press, vol. 84(4), pages 691-703, November.
    29. Song Wang & Caizhi Sun & Xin Li & Wei Zou, 2016. "Sustainable Development in China’s Coastal Area: Based on the Driver-Pressure-State-Welfare-Response Framework and the Data Envelopment Analysis Model," Sustainability, MDPI, vol. 8(9), pages 1-19, September.
    30. Giuseppe Calignano, 2022. "Not all peripheries are the same: The importance of relative regional innovativeness in transnational innovation networks," Growth and Change, Wiley Blackwell, vol. 53(1), pages 276-312, March.
    31. Biranchi Narayan Adhikari & Ajay Kumar Behera & Rabindra Narayan Mahapatra & Harish Chandra Das, 2022. "Retracted: Effect of driving domain on driving attitude profiles in winter seasons of India," Growth and Change, Wiley Blackwell, vol. 53(1), pages 4-34, March.
    32. Michael Clormann, 2021. "Switching between worlds apart: Negotiating European space sector cultures through innovation," Science and Public Policy, Oxford University Press, vol. 48(4), pages 521-530.
    33. Tommaso Agasisti & Jasmina Berbegal-Mirabent, 2021. "Cross-country analysis of higher education institutions’ efficiency: The role of strategic positioning," Science and Public Policy, Oxford University Press, vol. 48(1), pages 66-79.
    34. Camilla Adelle & Tristan Görgens & Florian Kroll & Bruno Losch, 2021. "Co-production of knowledge in transdisciplinary communities of practice: Experiences from food governance in South Africa," Science and Public Policy, Oxford University Press, vol. 48(2), pages 145-153.
    35. Jia Gao & Ge Song & Shuhan Liu, 2022. "Factors influencing farmers’ willingness and behavior choices to withdraw from rural homesteads in China," Growth and Change, Wiley Blackwell, vol. 53(1), pages 112-131, March.
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