IDEAS home Printed from https://ideas.repec.org/a/eee/ingrde/v3y2024i1s2949753123000565.html
   My bibliography  Save this article

Developing nexus between economic opening-up, environmental regulations, rent of natural resources, green innovation, and environmental upgrading of China - empirical analysis using ARDL bound-testing approach

Author

Listed:
  • Shahid, Rabia
  • Shahid, Humera
  • Shijie, Li
  • Jian, Gao

Abstract

With increasing demand for green growth globally, the escalating economic growth of China is also needed to be accompanied with environmental protection. From an environmental upgrading perspective, current study developed a nexus amid Green Total Factor Energy Productivity (GTFEP), Economic Opening-up (EOU), Environmental Regulations (ER), Rent of Natural Resources (RNR) and Green Innovation (GI) of China. Using annual data from 1990 to 2020 and applying a bound testing approach for Auto-regressive Distributed Lag model (ARDL) along with an error correction model, current study investigated short and long run dynamics amid variables of concern. The results confirmed cointegration between GTFEP and all other variables, and Granger causality analysis revealed uni-directional causality, running from independent variables towards GTFEP. Concluding the results, both long and short-run findings suggested effectiveness of EOU, ER, RNR and GI on GTFEP of China, and the results are statistically significant. Thus, the policies should be aimed to improve opening-up, environmental regulations and green innovation.

Suggested Citation

  • Shahid, Rabia & Shahid, Humera & Shijie, Li & Jian, Gao, 2024. "Developing nexus between economic opening-up, environmental regulations, rent of natural resources, green innovation, and environmental upgrading of China - empirical analysis using ARDL bound-testing," Innovation and Green Development, Elsevier, vol. 3(1).
    • Handle: RePEc:eee:ingrde:v:3:y:2024:i:1:s2949753123000565
    DOI: 10.1016/j.igd.2023.100088
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S2949753123000565
    Download Restriction: Open-access
    File URL: https://libkey.io/10.1016/j.igd.2023.100088?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Pesaran, M.H. & Shin, Y., 1995. "An Autoregressive Distributed Lag Modelling Approach to Cointegration Analysis," Cambridge Working Papers in Economics 9514, Faculty of Economics, University of Cambridge.
    2. Chen, Fu & Wang, Liyun & Gu, Qiaojing & Wang, Mingyue & Ding, Xuanwen, 2022. "Nexus between natural resources, financial development, green innovation and environmental sustainability in China: Fresh insight from novel quantile ARDL," Resources Policy, Elsevier, vol. 79(C).
    3. Apergis, Nicholas & Chatziantoniou, Ioannis, 2021. "Credit supply conditions and business cycles: New evidence from bank lending survey data," Research in International Business and Finance, Elsevier, vol. 55(C).
    4. David Popp, 2012. "The Role of Technological Change in Green Growth," NBER Working Papers 18506, National Bureau of Economic Research, Inc.
    5. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    6. Su, Hongwei & Liang, Biming, 2021. "The impact of regional market integration and economic opening up on environmental total factor energy productivity in Chinese provinces," Energy Policy, Elsevier, vol. 148(PA).
    7. 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.
    8. Hiau Looi Kee & Heiwai Tang, 2016. "Domestic Value Added in Exports: Theory and Firm Evidence from China," American Economic Review, American Economic Association, vol. 106(6), pages 1402-1436, June.
    9. Jiang, Yufan & Wang, Hongyan & Liu, Zuankuo, 2021. "The impact of the free trade zone on green total factor productivity ——evidence from the shanghai pilot free trade zone," Energy Policy, Elsevier, vol. 148(PB).
    10. Mingliang Zhao & Fangyi Liu & Wei Sun & Xin Tao, 2020. "The Relationship between Environmental Regulation and Green Total Factor Productivity in China: An Empirical Study Based on the Panel Data of 177 Cities," IJERPH, MDPI, vol. 17(15), pages 1-19, July.
    11. Qinghua Huang & Min Liu, 2022. "Trade openness and green total factor productivity: testing the role of environment regulation based on dynamic panel threshold model," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(7), pages 9304-9329, July.
    12. Zhang, Dongyang & Du, Pengcheng & Chen, Yaowen, 2019. "Can designed financial systems drive out highly polluting firms? An evaluation of an experimental economic policy," Finance Research Letters, Elsevier, vol. 31(C).
    13. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    14. Wang, Yun & Sun, Xiaohua & Guo, Xu, 2019. "Environmental regulation and green productivity growth: Empirical evidence on the Porter Hypothesis from OECD industrial sectors," Energy Policy, Elsevier, vol. 132(C), pages 611-619.
    15. Wang, Xiaoling & Zhang, Tianyue & Nathwani, Jatin & Yang, Fangming & Shao, Qinglong, 2022. "Environmental regulation, technology innovation, and low carbon development: Revisiting the EKC Hypothesis, Porter Hypothesis, and Jevons’ Paradox in China's iron & steel industry," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    16. Singhania, Monica & Saini, Neha, 2021. "Demystifying pollution haven hypothesis: Role of FDI," Journal of Business Research, Elsevier, vol. 123(C), pages 516-528.
    17. Zhikang Xie & Xinglin Liu & Hina Najam & Qinghua Fu & Jawad Abbas & Ubaldo Comite & Laura Mariana Cismas & Andra Miculescu, 2022. "Achieving Financial Sustainability through Revenue Diversification: A Green Pathway for Financial Institutions in Asia," Sustainability, MDPI, vol. 14(6), pages 1-16, March.
    18. Wu, Haitao & Hao, Yu & Ren, Siyu, 2020. "How do environmental regulation and environmental decentralization affect green total factor energy efficiency: Evidence from China," Energy Economics, Elsevier, vol. 91(C).
    19. Jalil, Abdul & Mahmood, Tahir & Idrees, Muhammad, 2013. "Tourism–growth nexus in Pakistan: Evidence from ARDL bounds tests," Economic Modelling, Elsevier, vol. 35(C), pages 185-191.
    20. Zijing Liang & Yung-ho Chiu & Xinchun Li & Quan Guo & Yue Yun, 2019. "Study on the Effect of Environmental Regulation on the Green Total Factor Productivity of Logistics Industry from the Perspective of Low Carbon," Sustainability, MDPI, vol. 12(1), pages 1-19, December.
    21. Peter Boswijk, H., 1994. "Testing for an unstable root in conditional and structural error correction models," Journal of Econometrics, Elsevier, vol. 63(1), pages 37-60, July.
    22. Xiaosheng Li & Yunxia Shu & Xin Jin, 2022. "Environmental regulation, carbon emissions and green total factor productivity: a case study of China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(2), pages 2577-2597, February.
    23. Miao, Chenglin & Fang, Debin & Sun, Liyan & Luo, Qiaoling, 2017. "Natural resources utilization efficiency under the influence of green technological innovation," Resources, Conservation & Recycling, Elsevier, vol. 126(C), pages 153-161.
    24. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    25. Fuinhas, José Alberto & Marques, António Cardoso, 2012. "Energy consumption and economic growth nexus in Portugal, Italy, Greece, Spain and Turkey: An ARDL bounds test approach (1965–2009)," Energy Economics, Elsevier, vol. 34(2), pages 511-517.
    26. Graham Elliott, 1998. "On the Robustness of Cointegration Methods when Regressors Almost Have Unit Roots," Econometrica, Econometric Society, vol. 66(1), pages 149-158, January.
    27. Xuemei Xie & Qiwei Zhu & Ruoyi Wang, 2019. "Turning green subsidies into sustainability: How green process innovation improves firms' green image," Business Strategy and the Environment, Wiley Blackwell, vol. 28(7), pages 1416-1433, November.
    28. Sunde, Tafirenyika, 2017. "Foreign direct investment, exports and economic growth: ADRL and causality analysis for South Africa," Research in International Business and Finance, Elsevier, vol. 41(C), pages 434-444.
    29. Fisher-Vanden, Karen & Jefferson, Gary H. & Liu, Hongmei & Tao, Quan, 2004. "What is driving China's decline in energy intensity?," Resource and Energy Economics, Elsevier, vol. 26(1), pages 77-97, March.
    30. Jiangfeng Hu & Zhao Wang & Yuehan Lian & Qinghua Huang, 2018. "Environmental Regulation, Foreign Direct Investment and Green Technological Progress—Evidence from Chinese Manufacturing Industries," IJERPH, MDPI, vol. 15(2), pages 1-14, January.
    31. Peter C. B. Phillips & Bruce E. Hansen, 1990. "Statistical Inference in Instrumental Variables Regression with I(1) Processes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(1), pages 99-125.
    32. Emeka Nkoro & Aham Kelvin Uko, 2016. "Autoregressive Distributed Lag (ARDL) cointegration technique: application and interpretation," Journal of Statistical and Econometric Methods, SCIENPRESS Ltd, vol. 5(4), pages 1-3.
    33. Tao, Feng & Zhang, Huiqin & Hu, Jun & Xia, X.H., 2017. "Dynamics of green productivity growth for major Chinese urban agglomerations," Applied Energy, Elsevier, vol. 196(C), pages 170-179.
    34. Eskeland, Gunnar S. & Harrison, Ann E., 2003. "Moving to greener pastures? Multinationals and the pollution haven hypothesis," Journal of Development Economics, Elsevier, vol. 70(1), pages 1-23, February.
    35. Anwar, Sajid & Sun, Sizhong, 2018. "Foreign direct investment and export quality upgrading in China's manufacturing sector," International Review of Economics & Finance, Elsevier, vol. 54(C), pages 289-298.
    36. Yao, Xing & Yasmeen, Rizwana & Hussain, Jamal & Hassan Shah, Wasi Ul, 2021. "The repercussions of financial development and corruption on energy efficiency and ecological footprint: Evidence from BRICS and next 11 countries," Energy, Elsevier, vol. 223(C).
    37. Zhang, Xiaoxi & Daly, Kevin, 2011. "The determinants of China's outward foreign direct investment," Emerging Markets Review, Elsevier, vol. 12(4), pages 389-398.
    38. Popp, David, 2012. "The role of technological change in green growth," Policy Research Working Paper Series 6239, The World Bank.
    39. Yuanxin Peng & Zhuo Chen & Juanzhi Xu & Jay Lee, 2020. "Analysis of green total factor productivity trend and its determinants for the countries along silk roads," Growth and Change, Wiley Blackwell, vol. 51(4), pages 1711-1726, December.
    40. Soeren Jeppesen & Michael W. Hansen, 2004. "Environmental upgrading of Third World enterprises through linkages to transnational corporations. Theoretical perspectives and preliminary evidence," Business Strategy and the Environment, Wiley Blackwell, vol. 13(4), pages 261-274, July.
    41. Altinay, Galip & Karagol, Erdal, 2004. "Structural break, unit root, and the causality between energy consumption and GDP in Turkey," Energy Economics, Elsevier, vol. 26(6), pages 985-994, November.
    42. Songping Zhu & Azhong Ye, 2018. "Does Foreign Direct Investment Improve Inclusive Green Growth? Empirical Evidence from China," Economies, MDPI, vol. 6(3), pages 1-16, August.
    43. Marilyn T. Lucas, 2010. "Understanding environmental management practices: integrating views from strategic management and ecological economics," Business Strategy and the Environment, Wiley Blackwell, vol. 19(8), pages 543-556, December.
    44. Alfalih, Abdulaziz Abdulmohsen & Hadj, Tarek Bel, 2022. "Financialization, natural resources rents and environmental sustainability dynamics in Saudi Arabia under high and low regimes," Resources Policy, Elsevier, vol. 76(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. Ahmed Samour & Omar Ikbal Tawfik & Magdalena Radulescu & Cristina Florentina Baldan, 2023. "Do Oil Price, Renewable Energy, and Financial Development Matter for Environmental Quality in Oman? Novel Insights from Augmented ARDL Approach," Energies, MDPI, vol. 16(12), pages 1-14, June.
    2. Angeliki N. Menegaki, 2019. "The ARDL Method in the Energy-Growth Nexus Field; Best Implementation Strategies," Economies, MDPI, vol. 7(4), pages 1-16, October.
    3. Mallick, Hrushikesh & Mahalik, Mantu Kumar & Sahoo, Manoranjan, 2018. "Is crude oil price detrimental to domestic private investment for an emerging economy? The role of public sector investment and financial sector development in an era of globalization," Energy Economics, Elsevier, vol. 69(C), pages 307-324.
    4. Orazaliyev Kanat & Zhijun Yan & Muhammad Mansoor Asghar & Syed Anees Haider Zaidi & Abdul Sami, 2024. "Gender Inequality and Poverty: The Role of Financial Development in Mitigating Poverty in Pakistan," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 11848-11876, September.
    5. Awaworyi Churchill, Sefa & Inekwe, John & Ivanovski, Kris & Smyth, Russell, 2019. "Dynamics of oil price, precious metal prices and the exchange rate in the long-run," Energy Economics, Elsevier, vol. 84(C).
    6. Mohammed Abumunshar & Mehmet Aga & Ahmed Samour, 2020. "Oil Price, Energy Consumption, and CO 2 Emissions in Turkey. New Evidence from a Bootstrap ARDL Test," Energies, MDPI, vol. 13(21), pages 1-15, October.
    7. Ekaterini Panopoulou, 2005. "A Resolution of the Fisher Effect Puzzle: A Comparison of Estimators," Money Macro and Finance (MMF) Research Group Conference 2005 18, Money Macro and Finance Research Group.
    8. Sahoo, Manoranjan & Babu, M. Suresh & Dash, Umakant, 2016. "Long run sustainability of current account balance of China and India: New evidence from combined cointegration test," MPRA Paper 79013, University Library of Munich, Germany, revised 2016.
    9. Guan, Jialin & Kirikkaleli, Dervis & Bibi, Ayesha & Zhang, Weike, 2020. "Natural resources rents nexus with financial development in the presence of globalization: Is the “resource curse” exist or myth?," Resources Policy, Elsevier, vol. 66(C).
    10. Aamir Javed & José Alberto Fuinhas & Agnese Rapposelli, 2023. "Asymmetric Nexus between Green Technology Innovations, Economic Policy Uncertainty, and Environmental Sustainability: Evidence from Italy," Energies, MDPI, vol. 16(8), pages 1-20, April.
    11. Xia, Wanjun & Murshed, Muntasir & Khan, Zeeshan & Chen, Zhenling & Ferraz, Diogo, 2022. "Exploring the nexus between fiscal decentralization and energy poverty for China: Does country risk matter for energy poverty reduction?," Energy, Elsevier, vol. 255(C).
    12. Sulaiman, Saidu & Masih, Mansur, 2017. "Is liberalizing finance the game in town for Nigeria ?," MPRA Paper 95569, University Library of Munich, Germany.
    13. Gritli, Mohamed Ilyes & Charfi, Fatma Marrakchi, 2023. "The determinants of oil consumption in Tunisia: Fresh evidence from NARDL approach and asymmetric causality test," Energy, Elsevier, vol. 284(C).
    14. Devi Prasad DASH & Debi Prasad BAL & Manoranjan SAHOO, 2016. "Nexus between defense expenditure and economic growth in BRIC economies: An empirical investigation," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(1(606), S), pages 89-102, Spring.
    15. Shahzad, Syed Jawad Hussain & Kumar, Ronald Ravinesh & Zakaria, Muhammad & Hurr, Maryam, 2017. "Carbon emission, energy consumption, trade openness and financial development in Pakistan: A revisit," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 185-192.
    16. Muhammad Shahbaz & Ramzi Benkraiem & Anthony Miloudi & Aviral Kumar Tiwari, 2019. "Tourism-induced financial development in Malaysia: New evidence from the tourism development index," Tourism Economics, , vol. 25(5), pages 757-778, August.
    17. Halicioglu, Ferda, 2009. "An econometric study of CO2 emissions, energy consumption, income and foreign trade in Turkey," Energy Policy, Elsevier, vol. 37(3), pages 1156-1164, March.
    18. Shahbaz, Muhammad & Khraief, Naceur & Jemaa, Mohamed Mekki Ben, 2015. "On the causal nexus of road transport CO2 emissions and macroeconomic variables in Tunisia: Evidence from combined cointegration tests," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 89-100.
    19. Adom, Philip K. & Kwakwa, Paul Adjei, 2014. "Effects of changing trade structure and technical characteristics of the manufacturing sector on energy intensity in Ghana," Renewable and Sustainable Energy Reviews, Elsevier, vol. 35(C), pages 475-483.
    20. Sami Ur Rahman & Faisal Faisal & Fariha Sami & Adnan Ali & Rajnesh Chander & Muhammad Yusuf Amin, 2024. "Investigating the Nexus Between Inflation, Financial Development, and Carbon Emission: Empirical Evidence from FARDL and Frequency Domain Approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 292-318, March.

    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:ingrde:v:3:y:2024:i:1:s2949753123000565. 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: https://www.journals.elsevier.com/innovation-and-green-development .

    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.