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Do Tourism Development, Energy Consumption and Transportation Demolish Sustainable Environments? Evidence from Chinese Provinces

Author

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  • Abdul Rauf

    (School of Management Science and Engineering, Nanjing University of Information Science and Technology, Nanjing 210044, China)

  • Ilhan Ozturk

    (Faculty of Economics and Administrative Sciences, Cag University, Mersin 33800, Turkey
    Department of Medical Research, China Medical University Hospital, Taichung 406040, Taiwan)

  • Fayyaz Ahmad

    (School of Economics, Lanzhou University, Lanzhou 730000, China)

  • Khurram Shehzad

    (School of Economics and Management, Southeast University, Nanjing 211189, China)

  • Abbas Ali Chandiao

    (College of Economics, Sichuan Agricultural University, Chengdu 611130, China)

  • Muhammad Irfan

    (School of Management and Economics, Beijing Institute of Technology, Beijing 100081, China
    Department of Business Administration, ILMA University, Karachi 75190, Pakistan)

  • Saira Abid

    (School of Public Administration, Hohai University, Nanjing 210098, China)

  • Li Jinkai

    (Centre for Energy, Environment & Economy Research, Zhengzhou University, Zhengzhou 450001, China)

Abstract

China is performing a dominant role in the world’s economic growth, but it has mainly been the commencement of the Belt and Road Initiative (BRI) that has significantly increased its importance around the world. Recently, the emergence of the tourism industry has been considered as an alternative for sustainable economic and ecological development, which is ironic. Although China is promoting tourism in various regions under “The New Normal” phase, it needs to proactively address the challenges of dismantling, for the environment. The fundamental objective of the current study is to determine the long-term affiliation between tourism development, economic progress, transportation, energy consumption, value added hotel catering services, and environmental degradation (CO 2 ) for a panel of thirty (30) provinces of China over the period of 1995–2017. Primarily, we applied the CD test for investigating cross dependence; subsequently, conventional and CD based panel unit root tests (CIPS) were carried out to deal with the puzzle of the stationarity of the panel series. The results of the dynamics panel, DOLS, FMOLS, and PMG, indicated that transportation, energy consumption, and value added hotel and catering services have a strong positive association with carbon emission, but tourism development has mixed links with ecological degradation. Additionally, the causative based test revealed the bidirectional association of tourism development, transportation, economic progress, and energy consumption with environmental quality. The retrieved estimates conferred a few guidelines, concerning the presence of BRI projects, for the Chinese administration at the provincial and national level: initiating the renewable based energy projects and possibly wishing to decrease the use of fossil fuel based energy in the industry, transportation, and hotels and catering sectors. Furthermore, the prevalence of green investment in provinces may motivate economic progress and tourism development, without worsening the atmosphere.

Suggested Citation

  • Abdul Rauf & Ilhan Ozturk & Fayyaz Ahmad & Khurram Shehzad & Abbas Ali Chandiao & Muhammad Irfan & Saira Abid & Li Jinkai, 2021. "Do Tourism Development, Energy Consumption and Transportation Demolish Sustainable Environments? Evidence from Chinese Provinces," Sustainability, MDPI, vol. 13(22), pages 1-23, November.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:22:p:12361-:d:675208
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    References listed on IDEAS

    as
    1. Liu, Jun & Feng, Tingting & Yang, Xi, 2011. "The energy requirements and carbon dioxide emissions of tourism industry of Western China: A case of Chengdu city," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(6), pages 2887-2894, August.
    2. Pao, Hsiao-Tien & Yu, Hsiao-Cheng & Yang, Yeou-Herng, 2011. "Modeling the CO2 emissions, energy use, and economic growth in Russia," Energy, Elsevier, vol. 36(8), pages 5094-5100.
    3. Ciarreta, A. & Zarraga, A., 2010. "Economic growth-electricity consumption causality in 12 European countries: A dynamic panel data approach," Energy Policy, Elsevier, vol. 38(7), pages 3790-3796, July.
    4. Zhang, Lei & Gao, Jing, 2016. "Exploring the effects of international tourism on China's economic growth, energy consumption and environmental pollution: Evidence from a regional panel analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 225-234.
    5. Katircioglu, Salih Turan & Feridun, Mete & Kilinc, Ceyhun, 2014. "Estimating tourism-induced energy consumption and CO2 emissions: The case of Cyprus," Renewable and Sustainable Energy Reviews, Elsevier, vol. 29(C), pages 634-640.
    6. Fayyaz Ahmad & Muhammad Umar Draz & Lijuan Su & Ilhan Ozturk & Abdul Rauf, 2018. "Tourism and Environmental Pollution: Evidence from the One Belt One Road Provinces of Western China," Sustainability, MDPI, vol. 10(10), pages 1-22, September.
    7. Katircioglu, Salih Turan, 2014. "International tourism, energy consumption, and environmental pollution: The case of Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 36(C), pages 180-187.
    8. Lee, Jung Wan & Brahmasrene, Tantatape, 2013. "Investigating the influence of tourism on economic growth and carbon emissions: Evidence from panel analysis of the European Union," Tourism Management, Elsevier, vol. 38(C), pages 69-76.
    9. Zhang, Jiekuan & Zhang, Yan, 2018. "Carbon tax, tourism CO2 emissions and economic welfare," Annals of Tourism Research, Elsevier, vol. 69(C), pages 18-30.
    10. World Bank, 2018. "Doing Business 2018," World Bank Publications - Books, The World Bank Group, number 28608.
    11. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    12. Kaddour Hadri, 2000. "Testing for stationarity in heterogeneous panel data," Econometrics Journal, Royal Economic Society, vol. 3(2), pages 148-161.
    13. Castellani, V. & Sala, S., 2010. "Sustainable performance index for tourism policy development," Tourism Management, Elsevier, vol. 31(6), pages 871-880.
    14. Rauf, Abdul & Zhang, Jin & Li, Jinkai & Amin, Waqas, 2018. "Structural changes, energy consumption and carbon emissions in China: Empirical evidence from ARDL bound testing model," Structural Change and Economic Dynamics, Elsevier, vol. 47(C), pages 194-206.
    15. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    16. Nasir, Muhammad & Ur Rehman, Faiz, 2011. "Environmental Kuznets Curve for carbon emissions in Pakistan: An empirical investigation," Energy Policy, Elsevier, vol. 39(3), pages 1857-1864, March.
    17. Shahbaz, Muhammad & Solarin, Sakiru Adebola & Mahmood, Haider & Arouri, Mohamed, 2013. "Does financial development reduce CO2 emissions in Malaysian economy? A time series analysis," Economic Modelling, Elsevier, vol. 35(C), pages 145-152.
    18. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    19. Suleman Sarwar & Dalia Streimikiene & Rida Waheed & Zouheir Mighri, 2021. "Revisiting the empirical relationship among the main targets of sustainable development: Growth, education, health and carbon emissions," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(2), pages 419-440, March.
    20. Balsalobre-Lorente, Daniel & Driha, Oana M. & Shahbaz, Muhammad & Sinha, Avik, 2020. "The effects of tourism and globalization over environmental degradation in developed countries," MPRA Paper 100092, University Library of Munich, Germany.
    21. Zha, Jianping & He, Lamei & Liu, Yang & Shao, Yuhong, 2019. "Evaluation on development efficiency of low-carbon tourism economy: A case study of Hubei Province, China," Socio-Economic Planning Sciences, Elsevier, vol. 66(C), pages 47-57.
    22. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    23. Abdul Rauf & Xiaoxing Liu & Waqas Amin & Ilhan Ozturk & Obaid Ur Rehman & Suleman Sarwar, 2018. "Energy and Ecological Sustainability: Challenges and Panoramas in Belt and Road Initiative Countries," Sustainability, MDPI, vol. 10(8), pages 1-21, August.
    24. Peter Pedroni, 2004. "Panel Cointegration: Asymptotic and Finite Sample Properties of Pooled Time Series Tests with an Application to the PPP Hypothesis," Department of Economics Working Papers 2004-15, Department of Economics, Williams College.
    25. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    26. Gössling, Stefan & Scott, Daniel & Hall, C. Michael, 2015. "Inter-market variability in CO2 emission-intensities in tourism: Implications for destination marketing and carbon management," Tourism Management, Elsevier, vol. 46(C), pages 203-212.
    27. Peter Pedroni, 2000. "Fully Modified OLS for Heterogeneous Cointegrated Panels," Department of Economics Working Papers 2000-03, Department of Economics, Williams College.
    28. Dogan, Eyup & Aslan, Alper, 2017. "Exploring the relationship among CO2 emissions, real GDP, energy consumption and tourism in the EU and candidate countries: Evidence from panel models robust to heterogeneity and cross-sectional depen," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 239-245.
    29. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    30. Peter Pedroni, 2001. "Purchasing Power Parity Tests in Cointegrated Panels," Department of Economics Working Papers 2001-01, Department of Economics, Williams College.
    31. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    32. Muhammad Haseeb & Muhammad Azam, 2021. "Dynamic nexus among tourism, corruption, democracy and environmental degradation: a panel data investigation," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(4), pages 5557-5575, April.
    33. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    34. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Department of Economics Working Papers 2000-02, Department of Economics, Williams College.
    35. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    36. Peter Pedroni, 2001. "Purchasing Power Parity Tests In Cointegrated Panels," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 727-731, November.
    37. Apergis, Nicholas & Payne, James E. & Menyah, Kojo & Wolde-Rufael, Yemane, 2010. "On the causal dynamics between emissions, nuclear energy, renewable energy, and economic growth," Ecological Economics, Elsevier, vol. 69(11), pages 2255-2260, September.
    Full references (including those not matched with items on IDEAS)

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