IDEAS home Printed from https://ideas.repec.org/a/wly/natres/v50y2026i1p567-594.html

Dynamics of China's development: Long–short perspectives on institutions, globalization, technology, and environmental quality using auto regressive distributive lag

Author

Listed:
  • Niu Shuhai
  • Ali Zeb
  • Mohsin Rasheed
  • Obaid Ullah
  • Naeem Ud Din

Abstract

This study investigates the connections among institutional quality (IQ), globalization, technological innovation, and environmental sustainability in China, using time‐series data from 1995 to 2022. The autoregressive distributive lag model (ARDL) and Granger causality, stability, and diagnostics approaches were employed for rigorous data analysis. Results of the ARDL test reveal that IQ and technological innovation have a negative and significant impact on carbon dioxide (CO2) emissions in the long run. In the short run, globalization has an insignificant impact on CO2 emissions; on the other hand, IQ, technological innovation, foreign direct investment, and economic growth significantly affect CO2 emissions in China. The result of Granger causality also confirmed unidirectional causality running from globalization, technological innovation, and IQ toward CO2 emissions. Furthermore, the NARDL analyses supported this research's findings. The study suggests that implementing effective environmental regulations, improving governance, and promoting transparency and accountability can enhance the enforcement of environmental policies. Although allowing the limited short‐term impact of globalization, planned global engagement associated with ecological goals is also recommended. Furthermore, policy recommendations include investing in research and development of green technologies, incentivizing companies to adopt eco‐friendly practices, and supporting startups focused on environmental solutions, which can drive positive change toward environmental sustainability in China.

Suggested Citation

  • Niu Shuhai & Ali Zeb & Mohsin Rasheed & Obaid Ullah & Naeem Ud Din, 2026. "Dynamics of China's development: Long–short perspectives on institutions, globalization, technology, and environmental quality using auto regressive distributive lag," Natural Resources Forum, Blackwell Publishing, vol. 50(1), pages 567-594, February.
  • Handle: RePEc:wly:natres:v:50:y:2026:i:1:p:567-594
    DOI: 10.1111/1477-8947.12583
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/1477-8947.12583
    Download Restriction: no

    File URL: https://libkey.io/10.1111/1477-8947.12583?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
    ---><---

    References listed on IDEAS

    as
    1. Ojonugwa Usman & Paul Terhemba Iorember & Ilhan Ozturk & Festus Victor Bekun, 2022. "Examining the Interaction Effect of Control of Corruption and Income Level on Environmental Quality in Africa," Sustainability, MDPI, vol. 14(18), pages 1-15, September.
    2. Fiza Shaheen & Muhammad Saeed Lodhi & Joanna Rosak-Szyrocka & Khalid Zaman & Usama Awan & Muhammad Asif & Waqas Ahmed & Maria Siddique, 2022. "Cleaner Technology and Natural Resource Management: An Environmental Sustainability Perspective from China," Clean Technol., MDPI, vol. 4(3), pages 1-23, June.
    3. Ul-Durar, Shajara & Arshed, Noman & Anwar, Awais & Sharif, Arshian & Liu, Wei, 2023. "How does economic complexity affect natural resource extraction in resource rich countries?," Resources Policy, Elsevier, vol. 86(PB).
    4. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    5. Paul Terhemba Iorember & Nora Yusma Mohamed Yusoff, 2023. "Income–environmental nexus in Africa: The integrating role of renewable energy transition and governance quality," African Development Review, African Development Bank, vol. 35(4), pages 376-389, December.
    6. Fang, Zhen, 2023. "Assessing the impact of renewable energy investment, green technology innovation, and industrialization on sustainable development: A case study of China," Renewable Energy, Elsevier, vol. 205(C), pages 772-782.
    7. Muhammad Shahbaz, 2022. "Globalization–Emissions Nexus: Testing the EKC Hypothesis in Next-11 Countries," Global Business Review, International Management Institute, vol. 23(1), pages 75-100, February.
    8. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    9. Dorota Wawrzyniak & Wirginia Doryń, 2020. "Does the quality of institutions modify the economic growth-carbon dioxide emissions nexus? Evidence from a group of emerging and developing countries," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 33(1), pages 124-144, January.
    10. Sujuan Wang & Xiaonan Lin & Honggen Xiao & Naipeng Bu & Yanan Li, 2022. "Empirical Study on Human Capital, Economic Growth and Sustainable Development: Taking Shandong Province as an Example," Sustainability, MDPI, vol. 14(12), pages 1-22, June.
    11. Muhammad Bilal Khan & Hummera Saleem & Malik Shahzad Shabbir & Xie Huobao, 2022. "The effects of globalization, energy consumption and economic growth on carbon dioxide emissions in South Asian countries," Energy & Environment, , vol. 33(1), pages 107-134, February.
    12. Xu Xu & Wensheng Dai & Tufail Muhammad & Tao Zhang, 2023. "The Dynamic Relationship between Carbon Emissions, Financial Development, and Renewable Energy: A Study of the N-5 Asian Countries," Sustainability, MDPI, vol. 15(18), pages 1-14, September.
    13. Zhao, Xiaoli & Yin, Haitao & Zhao, Yue, 2015. "Impact of environmental regulations on the efficiency and CO2 emissions of power plants in China," Applied Energy, Elsevier, vol. 149(C), pages 238-247.
    14. Rawshan Ara Begum & Asif Raihan & Mohd Nizam Mohd Said, 2020. "Dynamic Impacts of Economic Growth and Forested Area on Carbon Dioxide Emissions in Malaysia," Sustainability, MDPI, vol. 12(22), pages 1-15, November.
    15. Paul Terhemba Iorember & Solomon Gbaka & Gylych Jelilov & Nargiza Alymkulova & Ojonugwa Usman, 2022. "Impact of international trade, energy consumption and income on environmental degradation in Africa's OPEC member countries," African Development Review, African Development Bank, vol. 34(2), pages 175-187, June.
    16. Wajahat Ali & Farah Sadiq & Tafazal Kumail & Hui Li & Muhammad Zahid & Kazi Sohag, 2020. "A cointegration analysis of structural change, international tourism and energy consumption on CO2 emission in Pakistan," Current Issues in Tourism, Taylor & Francis Journals, vol. 23(23), pages 3001-3015, December.
    17. Liu, Yaping & Sadiq, Farah & Ali, Wajahat & Kumail, Tafazal, 2022. "Does tourism development, energy consumption, trade openness and economic growth matters for ecological footprint: Testing the Environmental Kuznets Curve and pollution haven hypothesis for Pakistan," Energy, Elsevier, vol. 245(C).
    18. Rundong Luo & Sami Ullah & Kishwar Ali, 2021. "Pathway towards Sustainability in Selected Asian Countries: Influence of Green Investment, Technology Innovations, and Economic Growth on CO2 Emission," Sustainability, MDPI, vol. 13(22), pages 1-19, November.
    19. Ahmad, Mahmood & Jiang, Ping & Majeed, Abdul & Umar, Muhammad & Khan, Zeeshan & Muhammad, Sulaman, 2020. "The dynamic impact of natural resources, technological innovations and economic growth on ecological footprint: An advanced panel data estimation," Resources Policy, Elsevier, vol. 69(C).
    20. Chien, Fengsheng & Ajaz, Tahseen & Andlib, Zubaria & Chau, Ka Yin & Ahmad, Paiman & Sharif, Arshian, 2021. "The role of technology innovation, renewable energy and globalization in reducing environmental degradation in Pakistan: A step towards sustainable environment," Renewable Energy, Elsevier, vol. 177(C), pages 308-317.
    21. Sajjad Alam & Jianhua Zhang & Muhammad Usman Shehzad & Fredrick Ahenkora Boamah & Bingbing Wang, 2024. "The inclusive analysis of green technology implementation impacts on employees age, job experience, and size in manufacturing firms: empirical assessment," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(2), pages 4467-4486, February.
    22. Aijun Guo & Obaid Ullah & Ali Zeb & Naeem Ud Din & Shujaat Hussain, 2025. "Unveiling health dynamics: Exploring the impact of CO2 emissions, urbanization, and renewable energy on life expectancy and infant mortality in SAARC countries (1990–2022)," Natural Resources Forum, Blackwell Publishing, vol. 49(2), pages 1795-1822, May.
    23. Obaid Ullah & Zia Ur Rahman & Aijun Guo & Ali Zeb, 2024. "Disaggregated Public Spending, Income Inequality and its Effect on Economic Growth: Empirical Evidence from Developing Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 20823-20850, December.
    24. Muhammad Azhar Bhatti & Faseeh ur Raheem & Muhammad Ali Zafar, 2020. "Environmental Kuznets Curve (EKC): Empirically Examined Long Run Association Between Globalization, Financial Development and CO2 Emission for ASEAN Countries," iRASD Journal of Energy and Environment, International Research Alliance for Sustainable Development (iRASD), vol. 1(1), pages 01-13, June.
    25. Ali, Amjad & Sumaira, Sumaira & Siddique, Hafiz Muhammad Abubakar & Ashiq, Saima, 2023. "Impact of Economic Growth, Energy Consumption and Urbanization on Carbon Dioxide Emissions in the Kingdom of Saudi Arabia," MPRA Paper 118832, University Library of Munich, Germany.
    26. Jun, Wen & Mughal, Nafeesa & Zhao, Jin & Shabbir, Malik Shahzad & Niedbała, Gniewko & Jain, Vipin & Anwar, Ahsan, 2021. "Does globalization matter for environmental degradation? Nexus among energy consumption, economic growth, and carbon dioxide emission," Energy Policy, Elsevier, vol. 153(C).
    Full references (including those not matched with items on IDEAS)

    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. Qianyi Li & Md Qamruzzaman, 2023. "Innovation-Led Environmental Sustainability in Vietnam—Towards a Green Future," Sustainability, MDPI, vol. 15(16), pages 1-34, August.
    2. Ugur Korkut Pata & Rundong Luo & Mustafa Tevfik Kartal & Tomiwa Sunday Adebayo & Sami Ullah, 2025. "Do technological innovations and clean energies ensure CO2 reduction in China? A novel nonparametric causality-in-quantiles," Energy & Environment, , vol. 36(6), pages 2815-2835, September.
    3. Hossain, Md. Emran & Islam, Md. Sayemul & Bandyopadhyay, Arunava & Awan, Ashar & Hossain, Mohammad Razib & Rej, Soumen, 2022. "Mexico at the crossroads of natural resource dependence and COP26 pledge: Does technological innovation help?," Resources Policy, Elsevier, vol. 77(C).
    4. Chen, Jiamin & Chen, Yuwei, 2024. "Does natural resources rent promote carbon neutrality: The role of digital finance," Resources Policy, Elsevier, vol. 92(C).
    5. Marc Audi & Marc Poulin & Amjad Ali, 2024. "Environmental Impact of Business Freedom and Renewable Energy: A Global Perspective," International Journal of Energy Economics and Policy, Econjournals, vol. 14(3), pages 672-683, May.
    6. Faisal Faisal & Aliya Zhakanova Isiksal & Adnan Ali & Nur Naha Abu Mansor & Iman Sulaiman Amur AL Maktoumi, 2025. "Natural resources to economic prosperity: evaluating the role of institutional quality, financial development, and human capital in the resource-rich economy," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 38(2), pages 319-335, June.
    7. Riza Radmehr & Samira Shayanmehr & Ernest Ali Baba & Ahmed Samour & Tomiwa Sunday Adebayo, 2024. "Spatial spillover effects of green technology innovation and renewable energy on ecological sustainability: New evidence and analysis," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(3), pages 1743-1761, June.
    8. Waaje, Abdul & Roshid, Md Mustaqim & Islam, Sohidul & Chandra Bhowmik, Reday & Rahaman, Muhammad Abdur & Hassan, Md Mahedi, 2025. "Tourism, trade, energy, and economic development: Drivers of ecological footprint in the World’s top tourist destinations," Innovation and Green Development, Elsevier, vol. 4(3).
    9. Eswaran Velayutham, 2023. "Does Clean Energy Reduce Environmental Pollution under the Environmental Kuznets Curve Hypothesis in Sri Lanka?," Sustainability, MDPI, vol. 15(14), pages 1-16, July.
    10. Bilgehan Tekin, 2024. "The catalyzing role of financial inclusion in decoding environmental challenges and fostering a sustainable future in BRICS‐T," Economics and Politics, Wiley Blackwell, vol. 36(3), pages 1572-1603, November.
    11. Dulal Chandra Pattak & Farian Tahrim & Mahdi Salehi & Liton Chandra Voumik & Salma Akter & Mohammad Ridwan & Beata Sadowska & Grzegorz Zimon, 2023. "The Driving Factors of Italy’s CO 2 Emissions Based on the STIRPAT Model: ARDL, FMOLS, DOLS, and CCR Approaches," Energies, MDPI, vol. 16(15), pages 1-21, August.
    12. Koçak, Emrah & Önderol, Seyit & Khan, Kamran, 2021. "Structural change, modernization, total factor productivity, and natural resources sustainability: An assessment with quantile and non-quantile estimators," Resources Policy, Elsevier, vol. 74(C).
    13. Sana Ghorbal & Slim Ben Youssef, 2024. "Scrutinizing the role of renewable energy and patents in pollution abatement and economic growth in South Korea," Energy & Environment, , vol. 35(6), pages 3232-3252, September.
    14. Ullah, Sami & Lin, Boqiang, 2024. "Green energy dynamics: Analyzing the environmental impacts of renewable, hydro, and nuclear energy consumption in Pakistan," Renewable Energy, Elsevier, vol. 232(C).
    15. Raihan, Asif & Mainul Bari, A.B.M., 2024. "Energy-economy-environment nexus in China: The role of renewable energies toward carbon neutrality," Innovation and Green Development, Elsevier, vol. 3(3).
    16. Khurram Shehzad & Umer Zaman & Mahmood Ahmad & Xiaoxing Liu, 2022. "Asymmetric impact of information and communication technologies on environmental quality: analyzing the role of financial development and energy consumption," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(2), pages 1761-1780, February.
    17. Evans Opoku‐Mensah & Wei Chen & Priscilla Tuffour & Divine Quase Agozie & Bright Akwasi Gyamfi & Ajara Mahmoud, 2025. "Toward sustainable energy transition: Unveiling the synergies of democracy, energy justice, and structural adjustment on emissions in West Africa," Sustainable Development, John Wiley & Sons, Ltd., vol. 33(1), pages 379-398, February.
    18. Cankun Ma & Md. Qamruzzaman, 2022. "An Asymmetric Nexus between Urbanization and Technological Innovation and Environmental Sustainability in Ethiopia and Egypt: What Is the Role of Renewable Energy?," Sustainability, MDPI, vol. 14(13), pages 1-25, June.
    19. Aluwani Tagwi, 2022. "The Impacts of Climate Change, Carbon Dioxide Emissions (CO 2 ) and Renewable Energy Consumption on Agricultural Economic Growth in South Africa: ARDL Approach," Sustainability, MDPI, vol. 14(24), pages 1-25, December.
    20. Karasoy, Alper, 2022. "Is innovative technology a solution to Japan's long-run energy insecurity? Dynamic evidence from the linear and nonlinear methods," Technology in Society, Elsevier, vol. 70(C).

    More about this item

    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:wly:natres:v:50:y:2026:i:1:p:567-594. 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: Wiley Content Delivery (email available below). General contact details of provider: https://doi.org/10.1111/(ISSN)1477-8947 .

    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.