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How does Low-Carbon Development of Logistics and Tourism Contribute to China’s Economy? Evidence from Technological Innovation and Renewable Energy

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  • Jianquan Guo

    (Sino-German College, University of Shanghai for Science and Technology)

  • Yinan Zhang

    (University of Shanghai for Science and Technology)

Abstract

With the intensification of the conflict between environmental pollution and economic growth, low-carbon development has increasingly become one of the important goals for the sustainable development of various industries. Using panel data of 30 provinces in China from 2000 to 2019, this paper adopts fixed effect models and threshold effect models to study the non-linear threshold effects of low-carbon development of logistics and tourism on economic growth from the perspective of technological innovation and renewable energy. We find that (1) low-carbon development of logistics and tourism can promote economic growth. Meanwhile, technological innovation and renewable energy have a positive impact on the low-carbon development of logistics and tourism; (2) only when the level of technological innovation development reaches a certain threshold will the low-carbon development of logistics promote economic growth significantly; (3) with the increasing use of renewable energy, the promoting effects of low-carbon development of logistics and tourism on economic growth are gradually enhanced; (4) in advancing economic growth via low-carbon logistics development, these threshold effects exhibit pronounced regional heterogeneity, reflecting varied characteristics across different areas. That is to say, in each threshold interval, the promoting effect of low-carbon development of logistics in central and western regions on economic growth are stronger than those in eastern region. Based on this, promoting low-carbon development in the logistics and tourism industries, while improving technological innovation and increasing the use of renewable energy, should be fully considered to effectively achieve economic growth. Furthermore, considering that the low-carbon development of logistics and tourism has become more complex due to regional differences, this paper proposes a targeted differentiated low-carbon development strategy.

Suggested Citation

  • Jianquan Guo & Yinan Zhang, 2024. "How does Low-Carbon Development of Logistics and Tourism Contribute to China’s Economy? Evidence from Technological Innovation and Renewable Energy," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 18378-18411, December.
    • Handle: RePEc:spr:jknowl:v:15:y:2024:i:4:d:10.1007_s13132-024-01762-x
    DOI: 10.1007/s13132-024-01762-x
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    as
    1. Ma, Qiang & Murshed, Muntasir & Khan, Zeeshan, 2021. "The nexuses between energy investments, technological innovations, emission taxes, and carbon emissions in China," Energy Policy, Elsevier, vol. 155(C).
    2. Baz, Khan & Cheng, Jinhua & Xu, Deyi & Abbas, Khizar & Ali, Imad & Ali, Hashmat & Fang, Chuandi, 2021. "Asymmetric impact of fossil fuel and renewable energy consumption on economic growth: A nonlinear technique," Energy, Elsevier, vol. 226(C).
    3. Shan, Yi & Ren, Zhengshi, 2023. "Does tourism development and renewable energy consumption drive high quality economic development?," Resources Policy, Elsevier, vol. 80(C).
    4. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    5. Xia, Yin-Shuang & Sun, Lu-Xuan & Feng, Chao, 2022. "What causes spatial inequalities of low-carbon development in China's transport sector? A newly proposed meta-frontier DEA-based decomposition approach," Socio-Economic Planning Sciences, Elsevier, vol. 80(C).
    6. Wang, Qiang & Wang, Lili, 2020. "Renewable energy consumption and economic growth in OECD countries: A nonlinear panel data analysis," Energy, Elsevier, vol. 207(C).
    7. Zhang Chenghu & Muhammad Arif & Khurram Shehzad & Mahmood Ahmad & Judit Oláh, 2021. "Modeling the Dynamic Linkage between Tourism Development, Technological Innovation, Urbanization and Environmental Quality: Provincial Data Analysis of China," IJERPH, MDPI, vol. 18(16), pages 1-21, August.
    8. Zeqiraj, Veton & Sohag, Kazi & Soytas, Ugur, 2020. "Stock market development and low-carbon economy: The role of innovation and renewable energy," Energy Economics, Elsevier, vol. 91(C).
    9. David E. Allen & Michael McAleer, 2023. "Drawbacks in the 3-Factor Approach of Fama and French (2018)," Annals of Financial Economics (AFE), World Scientific Publishing Co. Pte. Ltd., vol. 18(01), pages 1-26, March.
    10. Asif Razzaq & Arshian Sharif & Paiman Ahmad & Kittisak Jermsittiparsert, 2021. "Asymmetric role of tourism development and technology innovation on carbon dioxide emission reduction in the Chinese economy: Fresh insights from QARDL approach," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(1), pages 176-193, January.
    11. Awan, Ashar & Alnour, Mohammed & Jahanger, Atif & Onwe, Joshua Chukwuma, 2022. "Do technological innovation and urbanization mitigate carbon dioxide emissions from the transport sector?," Technology in Society, Elsevier, vol. 71(C).
    12. Wang, Yajun & Huang, Junbing, 2022. "Pathway to develop a low-carbon economy through energy-substitution technology in China," Energy, Elsevier, vol. 261(PA).
    13. 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.
    14. Chaofeng Li & Yasir Ahmed Solangi & Sharafat Ali, 2023. "Evaluating the Factors of Green Finance to Achieve Carbon Peak and Carbon Neutrality Targets in China: A Delphi and Fuzzy AHP Approach," Sustainability, MDPI, vol. 15(3), pages 1-21, February.
    15. Sana Naseem, 2021. "The Role of Tourism in Economic Growth: Empirical Evidence from Saudi Arabia," Economies, MDPI, vol. 9(3), pages 1-12, August.
    16. Sadia Bano & Mehtab Alam & Anwar Khan & Lu Liu, 2021. "The nexus of tourism, renewable energy, income, and environmental quality: an empirical analysis of Pakistan," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(10), pages 14854-14877, October.
    17. Haroon Rasool & Shafat Maqbool & Md. Tarique, 2021. "The relationship between tourism and economic growth among BRICS countries: a panel cointegration analysis," Future Business Journal, Springer, vol. 7(1), pages 1-11, December.
    18. Meng, Yue & Wu, Haoyue & Wang, Yunchen & Duan, Yinying, 2022. "International trade diversification, green innovation, and consumption-based carbon emissions: The role of renewable energy for sustainable development in BRICST countries," Renewable Energy, Elsevier, vol. 198(C), pages 1243-1253.
    19. Batara Surya & Andi Muhibuddin & Seri Suriani & Emil Salim Rasyidi & Baharuddin Baharuddin & Andi Tenri Fitriyah & Herminawaty Abubakar, 2021. "Economic Evaluation, Use of Renewable Energy, and Sustainable Urban Development Mamminasata Metropolitan, Indonesia," Sustainability, MDPI, vol. 13(3), pages 1-45, January.
    20. Aydin, Mucahit, 2022. "The impacts of political stability, renewable energy consumption, and economic growth on tourism in Turkey: New evidence from Fourier Bootstrap ARDL approach," Renewable Energy, Elsevier, vol. 190(C), pages 467-473.
    21. Yonglian Wang & Lijun Wang & Han Liu & Yongjing Wang, 2021. "The Robust Causal Relationships Among Domestic Tourism Demand, Carbon Emissions, and Economic Growth in China," SAGE Open, , vol. 11(4), pages 21582440211, October.
    22. Danish I. Godil & Zhang Yu & Arshian Sharif & Rimsha Usman & Syed Abdul Rehman Khan, 2021. "Investigate the role of technology innovation and renewable energy in reducing transport sector CO2 emission in China: A path toward sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(4), pages 694-707, July.
    23. Zhong, Xi & Chen, Weihong & Ren, Ge, 2022. "The impact of corporate social irresponsibility on emerging-economy firms’ long-term performance: An explanation based on signal theory," Journal of Business Research, Elsevier, vol. 144(C), pages 345-357.
    24. He, Xu & Sun, Shiquan & Leong, Lin Woon & Cong, Phan The & Abu-Rumman, Ayman & Halteh, Khaled, 2023. "Does clean energy and technological innovation matter for economic growth? An Asian countries perspective," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 1195-1208.
    25. Tang, Chor Foon & Abosedra, Salah, 2019. "Logistics performance, exports, and growth: Evidence from Asian economies," Research in Transportation Economics, Elsevier, vol. 78(C).
    26. Pan, Yuling & Dong, Feng, 2023. "Factor substitution and development path of the new energy market in the BRICS countries under carbon neutrality: Inspirations from developed European countries," Applied Energy, Elsevier, vol. 331(C).
    27. De Siano, Rita & Canale, Rosaria Rita, 2022. "Controversial effects of tourism on economic growth: A spatial analysis on Italian provincial data," Land Use Policy, Elsevier, vol. 117(C).
    28. Rehman, Faheem Ur & Islam, Md. Monirul & Miao, Qing, 2023. "Environmental sustainability via green transportation: A case of the top 10 energy transition nations," Transport Policy, Elsevier, vol. 137(C), pages 32-44.
    29. Wang, Juan & Zhang, Sulan & Zhang, Qingjun, 2021. "The relationship of renewable energy consumption to financial development and economic growth in China," Renewable Energy, Elsevier, vol. 170(C), pages 897-904.
    30. Mara Madaleno & Manuel Carlos Nogueira, 2023. "How Renewable Energy and CO 2 Emissions Contribute to Economic Growth, and Sustainability—An Extensive Analysis," Sustainability, MDPI, vol. 15(5), pages 1-15, February.
    31. Syed Abdul Rehman Khan & Yu Zhang & Anil Kumar & Edmundas Zavadskas & Dalia Streimikiene, 2020. "Measuring the impact of renewable energy, public health expenditure, logistics, and environmental performance on sustainable economic growth," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(4), pages 833-843, July.
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