IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v142y2025ics0140988325000015.html
   My bibliography  Save this article

Navigating renewable technological innovations and green supply chain management: Crafting a novel framework for boosting ecological quality in China

Author

Listed:
  • Liu, Xiaoxi
  • Zhan, Yunqiu
  • Si, Dingwen
  • Wang, Zhen

Abstract

Green supply chain management and renewable technological innovations are integral to sustainable development goal (SDG) 9. Additionally, it serves as the basis for generating eco-friendly energy, indirectly contributing to the achievement of SDG 9. The shift from fossil fuels to green energy sources is crucial for sustainable development and promoting an eco-friendly setting. Therefore, this study examines the major driving forces of ecological quality (proxied by load capacity factor) between 1990Q1 and 2022Q4. Other factors, including natural gas consumption and energy prices, are also studied. The recently proposed quantile-based KRLS and Granger causality are utilized to solve the non-linear and non-normal distribution of the series. The findings of QQKRLS reveal that renewable technological innovations increase load capacity factor (LCF) across all quantiles, thus improving ecological quality. On the other hand, across all quantiles, natural gas consumption, energy prices, economic growth, urbanization, and green supply chain management lessen LCF, thus decreasing ecological quality. The QQGC results show that all the regressors (renewable technological innovations, natural gas consumption, energy prices, economic growth, and green supply chain management) can significantly predict LCF across all quantiles. The study formulates policies in line with these findings.

Suggested Citation

  • Liu, Xiaoxi & Zhan, Yunqiu & Si, Dingwen & Wang, Zhen, 2025. "Navigating renewable technological innovations and green supply chain management: Crafting a novel framework for boosting ecological quality in China," Energy Economics, Elsevier, vol. 142(C).
    • Handle: RePEc:eee:eneeco:v:142:y:2025:i:c:s0140988325000015
    DOI: 10.1016/j.eneco.2025.108178
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140988325000015
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.eneco.2025.108178?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Hasan, Mohammad Maruf & Nan, Su & Waris, Umra, 2024. "Assessing the dynamics among oil consumption, ecological footprint, and renewable energy: Role of institutional quality in major oil-consuming countries," Resources Policy, Elsevier, vol. 90(C).
    2. Andrew, Adewale Alola & Adebayo, Tomiwa Sunday & Lasisi, Taiwo Temitope & Muoneke, Obumneke Bob, 2024. "Moderating roles of technological innovation and economic complexity in financial development-environmental quality nexus of the BRICS economies," Technology in Society, Elsevier, vol. 78(C).
    3. Zhang, Zhanren & Karimi, Mohammad Sharif & Weerasinghe, Naveen Mahasen & Bilan, Yuriy & Shahzad, U., 2024. "Interplay between economic progress, carbon emissions and energy prices on green energy adoption: Evidence from USA and Germany in context of sustainability," Renewable Energy, Elsevier, vol. 232(C).
    4. Chen, Ji & Wu, Liudan & Hao, Lili & Yu, Xiao & Streimikiene, Dalia, 2024. "Does the import of green products encourage green technology innovation? Empirical evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    5. Can Zhang & Umra Waris & Leren Qian & Muhammad Irfan & Mubeen Abdur Rehman, 2024. "Unleashing the dynamic linkages among natural resources, economic complexity, and sustainable economic growth: Evidence from G‐20 countries," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(4), pages 3736-3752, August.
    6. Simona Bigerna & Maria Chiara D’Errico & Silvia Micheli & Paolo Polinori, 2024. "Environmental-economic efficiency for carbon neutrality: the role of eco-innovation, taxation, and globalization in OECD countries," Applied Economics, Taylor & Francis Journals, vol. 56(30), pages 3568-3581, June.
    7. Matheus Koengkan & José Alberto Fuinhas & Renato Santiago, 2020. "The relationship between CO2 emissions, renewable and non-renewable energy consumption, economic growth, and urbanisation in the Southern Common Market," Journal of Environmental Economics and Policy, Taylor & Francis Journals, vol. 9(4), pages 383-401, October.
    8. John Wiredu & Qian Yang & Agyemang Kwasi Sampene & Bright Akwasi Gyamfi & Simplice A. Asongu, 2024. "The effect of green supply chain management practices on corporate environmental performance: Does supply chain competitive advantage matter?," Business Strategy and the Environment, Wiley Blackwell, vol. 33(3), pages 2578-2599, March.
    9. Muhammad Tariq & Yingzhi Xu & Kifayat Ullah & Biying Dong, 2024. "Toward low‐carbon emissions and green growth for sustainable development in emerging economies: Do green trade openness, eco‐innovation, and carbon price matter?," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(1), pages 959-978, February.
    10. Lin, Boqiang & Ma, Ruiyang, 2022. "Green technology innovations, urban innovation environment and CO2 emission reduction in China: Fresh evidence from a partially linear functional-coefficient panel model," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    11. Wang, Zhaohua & Sun, Yefei & Wang, Bo, 2019. "How does the new-type urbanisation affect CO2 emissions in China? An empirical analysis from the perspective of technological progress," Energy Economics, Elsevier, vol. 80(C), pages 917-927.
    12. Dong, Kangyin & Sun, Renjin & Li, Hui & Liao, Hua, 2018. "Does natural gas consumption mitigate CO2 emissions: Testing the environmental Kuznets curve hypothesis for 14 Asia-Pacific countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 419-429.
    13. Shahbaz, Muhammad & Raghutla, Chandrashekar & Song, Malin & Zameer, Hashim & Jiao, Zhilun, 2020. "Public-private partnerships investment in energy as new determinant of CO2 emissions: The role of technological innovations in China," Energy Economics, Elsevier, vol. 86(C).
    14. Zhou Xuefeng & Asif Razzaq & Korhan K. Gokmenoglu & Faheem Ur Rehman, 2022. "Time varying interdependency between COVID-19, tourism market, oil prices, and sustainable climate in United States: evidence from advance wavelet coherence approach," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 3337-3359, December.
    15. Jahanger, Atif & Usman, Muhammad & Murshed, Muntasir & Mahmood, Haider & Balsalobre-Lorente, Daniel, 2022. "The linkages between natural resources, human capital, globalization, economic growth, financial development, and ecological footprint: The moderating role of technological innovations," Resources Policy, Elsevier, vol. 76(C).
    16. Sadiq, Muhammad & Paramaiah, Ch & joseph, Robinson & Dong, Ziguang & Nawaz, Muhammad Atif & Shukurullaevich, Nizomjon Khajimuratov, 2024. "Role of fintech, green finance, and natural resource rents in sustainable climate change in China. Mediating role of environmental regulations and government interventions in the pre-post COVID eras," Resources Policy, Elsevier, vol. 88(C).
    17. Andrew Adewale Alola & Oktay Özkan & Ojonugwa Usman, 2023. "Role of Non-Renewable Energy Efficiency and Renewable Energy in Driving Environmental Sustainability in India: Evidence from the Load Capacity Factor Hypothesis," Energies, MDPI, vol. 16(6), pages 1-16, March.
    18. Sharif, Arshian & Aloui, Chaker & Yarovaya, Larisa, 2020. "COVID-19 pandemic, oil prices, stock market, geopolitical risk and policy uncertainty nexus in the US economy: Fresh evidence from the wavelet-based approach," International Review of Financial Analysis, Elsevier, vol. 70(C).
    19. Zhang, Xuan & Hasan, Mohammad Maruf & Waris, Umra, 2024. "Assessing the nexus between natural resources and government effectiveness: Role of green innovation in shaping environmental sustainability of BRICS nations," Resources Policy, Elsevier, vol. 93(C).
    20. Najid Ahmad & Liangsheng Du & Xian-Liang Tian & Jianlin Wang, 2019. "Chinese growth and dilemmas: modelling energy consumption, CO2 emissions and growth in China," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(1), pages 315-338, January.
    21. Umra Waris & Pallavi Sri, 2024. "Assessing the long-term impact of macroeconomic and environment dynamics: Does sustainable energy production shape the environmental landscape of south ASIAN nations?," Energy Technologies and Environment, Anser Press, vol. 2(1), pages 14-31, March.
    22. Afshan, Sahar & Ozturk, Ilhan & Yaqoob, Tanzeela, 2022. "Facilitating renewable energy transition, ecological innovations and stringent environmental policies to improve ecological sustainability: Evidence from MM-QR method," Renewable Energy, Elsevier, vol. 196(C), pages 151-160.
    23. Abbasi, Kashif Raza & Shahbaz, Muhammad & Jiao, Zhilun & Tufail, Muhammad, 2021. "How energy consumption, industrial growth, urbanization, and CO2 emissions affect economic growth in Pakistan? A novel dynamic ARDL simulations approach," Energy, Elsevier, vol. 221(C).
    24. Arminen, Heli & Menegaki, Angeliki N., 2019. "Corruption, climate and the energy-environment-growth nexus," Energy Economics, Elsevier, vol. 80(C), pages 621-634.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ullah, Sami & Lin, Boqiang, 2025. "Unpacking the role of green supply chain and renewable energy innovation in advancing environmental sustainability: A Quantile-Based approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 218(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Cai, Helen Huifen & Yuan, Qiong & Tang, Shirley & Nguyen, Quang & Dai, Jie & Zheng, Wenxiu, 2025. "The moderating role of green innovation and ecofriendly goods in growth-greenhouse gas Nexus: A new policy dimension," Energy Economics, Elsevier, vol. 142(C).
    2. Li, Zhouzhi & Liu, Jiaguo, 2025. "Impact of supply chain digitalization, business enterprise R&D expenditure and government budget allocations for R&D: A roadmap towards carbon neutrality," Energy Economics, Elsevier, vol. 141(C).
    3. Wu, Wei & Bi, Shuochen & Zhan, Yunqiu & Gu, Xiao, 2025. "Supply chain digitalization and energy efficiency (gas and oil): How do they contribute to achieving carbon neutrality targets?," Energy Economics, Elsevier, vol. 142(C).
    4. Ding, Hongjie & Feng, Muzi & Chen, Qian, 2025. "How supply chain disruptions, renewable energy consumption, and eco-innovation mitigate environmental degradation? A path towards sustainable development in France," Energy Economics, Elsevier, vol. 145(C).
    5. Huang, Shuai & Tan, Huizhu, 2025. "Evaluating the effects of green supply chain, digital technologies, and energy prices on renewable energy innovations: A way forward for an emerging economy," Energy Economics, Elsevier, vol. 141(C).
    6. Xiu, Guangli, 2025. "Analyzing the impact of supply chain and digitalization in the Chinese economy: What is the role of energy consumption, government expenditure, and industrialization in environmental pollution?," Energy Economics, Elsevier, vol. 145(C).
    7. Wen, Chen & Xing, Yuhang & Wang, Tao & Liao, Sheng & Gao, Ke, 2025. "How do green supply chain management and renewable energy consumption influence carbon emissions in China and India? A comparative analysis," Energy Economics, Elsevier, vol. 143(C).
    8. Zhang, Mindan & Ma, Xiang & Mai, Shunhao & Qing, Lingli, 2025. "Drivers of supply chain, environmental innovation, and digital population: The role of inflation and renewable energy on GHG emission in Indonesia," Energy Economics, Elsevier, vol. 145(C).
    9. Han, Qiujie & Wang, Fei & Wang, Yushi & Guo, Feng, 2025. "How supply chain and digitalization are significant contributors to international trade? The role of renewable and energy intensity in global trade powerhouses' economies," Energy Economics, Elsevier, vol. 145(C).
    10. Irfan, Muhammad & Quddus, Abdul & Shahzad, Farrukh & Wang, Yanfei, 2025. "Do ICT trade balances and natural resources foster carbon emissions? The role of government effectiveness and green technology innovation," Structural Change and Economic Dynamics, Elsevier, vol. 72(C), pages 320-329.
    11. Waris, Umra & Cui, Lixin & Abbas, Shujaat & Shoaib, Muhammad, 2025. "How has climate change been affected by electricity digitalization, supply chain digitalization, and green technologies? Building a path to environmentally sustainable development in E7 nations," Energy Economics, Elsevier, vol. 145(C).
    12. Ullah, Sami & Lin, Boqiang, 2025. "Unpacking the role of green supply chain and renewable energy innovation in advancing environmental sustainability: A Quantile-Based approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 218(C).
    13. Wang, Lingkang & Yang, Yiqu & Yang, Dongping & Zhou, Yaying, 2024. "Role of supply chain disruptions and digitalization on renewable energy innovation: Evidence from G7 nations," Energy Economics, Elsevier, vol. 140(C).
    14. Chen, Jingping & Zhao, Chunzi & Liu, Shuang & Li, Yuchen, 2025. "How do digitalizing ICT and supply chain globalization affect renewable energy in ASEAN nations? The mediating role of sustainable environmental practices using the MMQR and PCSEs model," Energy Economics, Elsevier, vol. 142(C).
    15. Du, Xu & Fang, Shuanxi, 2025. "Does the lack of energy resilience a serious problem at the forefront of policy analysts? Role of supply chain digitalization and environmental law in OECD countries," Energy Economics, Elsevier, vol. 141(C).
    16. Xiaowei Song & Muhammad Irfan & Ibrahim Alnafrah & Yu Hao, 2024. "Economic policy uncertainty and carbon neutrality in China: Do sustainable energy and eco‐innovation make a difference?," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(4), pages 4057-4070, August.
    17. Hasan, Mohammad Maruf & Li, Lanrui, 2025. "Do supply chain and digitalization Foster China's advancement in green development? An evidence from wavelet quantile regression and wavelet quantile correlation analysis," Energy Economics, Elsevier, vol. 142(C).
    18. Ramzan, Muhammad & Abbasi, Kashif Raza & Salman, Asma & Dagar, Vishal & Alvarado, Rafael & Kagzi, Muneza, 2023. "Towards the dream of go green: An empirical importance of green innovation and financial depth for environmental neutrality in world's top 10 greenest economies," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    19. Zheng, Li & Abbasi, Kashif Raza & Salem, Sultan & Irfan, Muhammad & Alvarado, Rafael & Lv, Kangjuan, 2022. "How technological innovation and institutional quality affect sectoral energy consumption in Pakistan? Fresh policy insights from novel econometric approach," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    20. Ikram, Muhammad & Nahdi, Rabie, 2025. "Toward sustainable development: Unfolding the nexus among exports, foreign direct investment, capital formation, natural resource rent, unemployment, and low-carbon transition in Morocco," Resources Policy, Elsevier, vol. 102(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:eneeco:v:142:y:2025:i:c:s0140988325000015. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eneco .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.