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Exploring the Complex Nexus between Sustainable Development and Green Tourism through Advanced GMM Analysis

Author

Listed:
  • Xiaomin Sun

    (School of Marxism, Hubei University, Wuhan 430062, China)

  • Jing Qing

    (School of Public Administration, Hubei University, Wuhan 430062, China)

  • Syed Ahsan Ali Shah

    (EMC3 Research Group, Science and Math Education Department, Universidad de Salamanca, 37008 Salamanca, Spain)

  • Yasir Ahmed Solangi

    (School of Management, Jiangsu University, Zhenjiang 212013, China)

Abstract

This research explores the complex nexus between sustainable development and green tourism across a representative set of 30 countries. To ensure robustness against potential endogeneity issues, the advanced Generalized Method of Moments (GMM) estimator is utilized for the analysis. Concurrently, key macroeconomic variables such as the GDP per capita, the literacy rate, and the population growth rate, along with environmental performance as captured by the Environmental Performance Index (EPI), are introduced as control variables. The findings reveal a notable positive correlation between sustainable development and green tourism, highlighting the integral role of green tourism in advancing sustainable development. This study also identifies complex associations between sustainable development and the control variables. Positive correlations are observed with the GDP per capita, the literacy rate, and the EPI, while the population growth rate exhibits a negative correlation with sustainable development. The outcomes underline the necessity of integrating sustainable tourism and environmental strategies into the wider discourse on sustainable development. This study provides substantial empirical insights into the multifaceted interplay of economic, social, and environmental factors, offering important implications for policymakers and academics alike. These findings contribute to a deeper understanding of sustainable development determinants and set a robust groundwork for the design of balanced, comprehensive development strategies.

Suggested Citation

  • Xiaomin Sun & Jing Qing & Syed Ahsan Ali Shah & Yasir Ahmed Solangi, 2023. "Exploring the Complex Nexus between Sustainable Development and Green Tourism through Advanced GMM Analysis," Sustainability, MDPI, vol. 15(14), pages 1-20, July.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:14:p:10782-:d:1190354
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    1. Liu, Anyu & Wu, Doris Chenguang, 2019. "Tourism productivity and economic growth," Annals of Tourism Research, Elsevier, vol. 76(C), pages 253-265.
    2. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    3. Vasiliki Kioupi & Nikolaos Voulvoulis, 2019. "Education for Sustainable Development: A Systemic Framework for Connecting the SDGs to Educational Outcomes," Sustainability, MDPI, vol. 11(21), pages 1-18, November.
    4. Zafar, Muhammad Wasif & Shahbaz, Muhammad & Sinha, Avik & Sengupta, Tuhin & Qin, Quande, 2020. "How Renewable Energy Consumption Contribute to Environmental Quality? The Role of Education in OECD Countries," MPRA Paper 100259, University Library of Munich, Germany, revised 08 May 2020.
    5. Seweryn Zielinski & Yoonjeong Jeong & Seong-il Kim & Celene B. Milanés, 2020. "Why Community-Based Tourism and Rural Tourism in Developing and Developed Nations are Treated Differently? A Review," Sustainability, MDPI, vol. 12(15), pages 1-21, July.
    6. Yi Guo & Jinbo Jiang & Shengchao Li, 2019. "A Sustainable Tourism Policy Research Review," Sustainability, MDPI, vol. 11(11), pages 1-16, June.
    7. Razzaq, Asif & Sharif, Arshian & Ozturk, Ilhan & Skare, Marinko, 2023. "Asymmetric influence of digital finance, and renewable energy technology innovation on green growth in China," Renewable Energy, Elsevier, vol. 202(C), pages 310-319.
    8. Egla Mansi & Eglantina Hysa & Mirela Panait & Marian Catalin Voica, 2020. "Poverty—A Challenge for Economic Development? Evidences from Western Balkan Countries and the European Union," Sustainability, MDPI, vol. 12(18), pages 1-24, September.
    9. Mariana Antunes & Álvaro Dias & Francisco Gonçalves & Bruno Sousa & Leandro Pereira, 2023. "Measuring Sustainable Tourism Lifestyle Entrepreneurship Orientation to Improve Tourist Experience," Sustainability, MDPI, vol. 15(2), pages 1-14, January.
    10. Sharif, Arshian & Iqbal Godil, Danish & Xu, Bingjie & Sinha, Avik & Abdul Rehman Khan, Syed & Jermsittiparsert, Kittisak, 2020. "Revisiting the Role of Tourism and Globalization in Environmental Degradation in China: Fresh Insights from the Quantile ARDL Approach," MPRA Paper 101156, University Library of Munich, Germany, revised 2020.
    11. Mohamad Kassem & Amjad Ali & Marc Audi, 2019. "Unemployment Rate, Population Density and Crime Rate in Punjab (Pakistan): An Empirical Analysis," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 8(2), pages 92-104, June.
    12. Arshian Sharif & Subhan Ullah & Muhammad Shahbaz & Mantu Kumar Mahalik, 2021. "Sustainable tourism development and globalization: Recent insights from the United States," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(5), pages 957-973, September.
    13. Syed Abdul Rehman Khan & Arshian Sharif & Hêriş Golpîra & Anil Kumar, 2019. "A green ideology in Asian emerging economies: From environmental policy and sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 27(6), pages 1063-1075, November.
    14. Hickel, Jason, 2020. "The sustainable development index: Measuring the ecological efficiency of human development in the anthropocene," Ecological Economics, Elsevier, vol. 167(C).
    15. Ilhan Ozturk & Arshian Sharif & Danish Iqbal Godil & Adnan Yousuf & Iram Tahir, 2023. "The Dynamic Nexus Between International Tourism and Environmental Degradation in Top Twenty Tourist Destinations: New Insights From Quantile-on-Quantile Approach," Evaluation Review, , vol. 47(3), pages 532-562, June.
    16. Eglantina Hysa & Alba Kruja & Naqeeb Ur Rehman & Rafael Laurenti, 2020. "Circular Economy Innovation and Environmental Sustainability Impact on Economic Growth: An Integrated Model for Sustainable Development," Sustainability, MDPI, vol. 12(12), pages 1-16, June.
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    2. Yahuza Danjuma Izom, Ph.D & Mansur Iliyasu, 2024. "Assessment of Rural Banditry and Socio-Economic Implication in Niger State: A Focus on Shiroro Local Government Area Niger State, 2015-2021," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 8(3), pages 627-635, March.

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