IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0310104.html
   My bibliography  Save this article

From invention to progress: Energy technology innovation and sustainable development in OECD economies

Author

Listed:
  • Khatib Ahmad Khan
  • Waheed Ahmad
  • Azeem Oluwaseyi Zubair
  • Mohammad Subhan
  • Muhammad Ibrahim Shah

Abstract

In the era of Industry 4.0, the advancement in energy technology has taken centre stage to mitigate climate change and promote sustainable development. Ever since the adoption of the United Nations SDGs in 2015, different regions and countries have been moving to achieve these targets by implementing various mechanisms. The OECD is one such region where aggressive funding towards equipment with high energy efficiency and the advancement of technologies for producing and consuming renewable energy are provided to advance towards sustainable development. Given the economic significance of the aforementioned countries, this study evaluates the influence of energy technology innovation on sustainable development in OECD countries. Our research focuses on energy technology innovation, which we measure through the energy technology R&D budget. In addition to energy technology innovation, we consider several other control variables such as state fragility index, financial development and foreign direct investment. In order to achieve the aforementioned goal, we utilize advanced econometric modelling methods of the second generation. These techniques encompass a CSD test, unit root tests, cointegration test, and CS-ARDL model. The result from CS-ARDL suggests that energy technology innovation enhances sustainable development in the short and long run. State fragility is shown to influence sustainable development negatively and significantly. The role of financial development as well as foreign direct investment, is found to be favourable for sustainable development. Based on the outcome, it is recommended that countries of this region significantly increase investment in energy technology, enhance financial development and encourage foreign direct investment along with tackling the fragility of these nations to boost sustainable development.

Suggested Citation

  • Khatib Ahmad Khan & Waheed Ahmad & Azeem Oluwaseyi Zubair & Mohammad Subhan & Muhammad Ibrahim Shah, 2025. "From invention to progress: Energy technology innovation and sustainable development in OECD economies," PLOS ONE, Public Library of Science, vol. 20(2), pages 1-23, February.
  • Handle: RePEc:plo:pone00:0310104
    DOI: 10.1371/journal.pone.0310104
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0310104
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0310104&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0310104?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. Zhang, Zhuo & Zhao, Yongliang & Cai, Haiya & Ajaz, Tahseen, 2023. "Influence of renewable energy infrastructure, Chinese outward FDI, and technical efficiency on ecological sustainability in belt and road node economies," Renewable Energy, Elsevier, vol. 205(C), pages 608-616.
    2. Resch, Christian & Kock, Alexander, 2021. "The influence of information depth and information breadth on brokers' idea newness in online maker communities," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 130794, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    3. Charles Shaaba Saba & Nicholas Ngepah, 2019. "A cross-regional analysis of military expenditure, state fragility and economic growth in Africa," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(6), pages 2885-2915, November.
    4. KERAMIDAS Kimon & FOSSE Florian & DIAZ RINCON Andrea & DOWLING Paul & GARAFFA Rafael & ORDONEZ Jose & RUSS Peter & SCHADE Burkhard & SCHMITZ Andreas & SORIA RAMIREZ Antonio & VAN DER VORST Camille & W, 2023. "Global Energy and Climate Outlook 2023," JRC Research Reports JRC136265, Joint Research Centre.
    5. 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.
    6. Chuku Chuku & Onye Kenneth, 2019. "Working Paper 307 - The Macroeconomics of State Fragility in Africa," Working Paper Series 2433, African Development Bank.
    7. Shunsuke Managi & Surender Kumar, 2009. "The Economics of Sustainable Development," Natural Resource Management and Policy, Springer, number 978-0-387-98176-5, March.
    8. Borensztein, E. & De Gregorio, J. & Lee, J-W., 1998. "How does foreign direct investment affect economic growth?1," Journal of International Economics, Elsevier, vol. 45(1), pages 115-135, June.
    9. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    10. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    11. Damiaan Persyn & Joakim Westerlund, 2008. "Error-correction–based cointegration tests for panel data," Stata Journal, StataCorp LLC, vol. 8(2), pages 232-241, June.
    12. Teresa Curristine & Zsuzsanna Lonti & Isabelle Joumard, 2007. "Improving Public Sector Efficiency: Challenges and Opportunities," OECD Journal on Budgeting, OECD Publishing, vol. 7(1), pages 1-41.
    13. Emna Omri & Nouri Chtourou & Damien Bazin, 2015. "Rethinking the green recovery through renewable energy expansion," International Journal of Sustainable Development, Inderscience Enterprises Ltd, vol. 18(1/2), pages 59-76.
    14. Mohammed Alnour & Abdullah Önden & Mouad Hasseb & İsmail Önden & Mohd Ziaur Rehman & Miguel Angel Esquivias & Md. Emran Hossain, 2024. "The Asymmetric Role of Financial Commitments to Renewable Energy Projects, Public R&D Expenditure, and Energy Patents in Sustainable Development Pathways," Sustainability, MDPI, vol. 16(13), pages 1-18, June.
    15. Li, Jiaman & Dong, Kangyin & Dong, Xiucheng, 2022. "Green energy as a new determinant of green growth in China: The role of green technological innovation," Energy Economics, Elsevier, vol. 114(C).
    16. Paresh Kumar Narayan & Russell Smyth, 2006. "What Determines Migration Flows From Low‐Income To High‐Income Countries? An Empirical Investigation Of Fiji–U.S. Migration 1972–2001," Contemporary Economic Policy, Western Economic Association International, vol. 24(2), pages 332-342, April.
    17. 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.
    18. Zhao, Xinlu & Adebayo, Tomiwa Sunday & Kong, Xianli & Al-Faryan, Mamdouh Abdulaziz Saleh, 2022. "Relating energy innovations and natural resources as determinants of environmental sustainability: The role of globalization in G7 countries," Resources Policy, Elsevier, vol. 79(C).
    19. Paola Garrone & Lucia Piscitello & Yan Wang, 2014. "Innovation Performance and International Knowledge Spillovers: Evidence from the Renewable Energy Sector in OECD Countries," Industry and Innovation, Taylor & Francis Journals, vol. 21(7-8), pages 574-598, November.
    20. Chudik, Alexander & Pesaran, M. Hashem, 2015. "Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors," Journal of Econometrics, Elsevier, vol. 188(2), pages 393-420.
    21. 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).
    22. Anindya Banerjee & Massimiliano Marcellino & Chiara Osbat, 2005. "Testing for PPP: Should we use panel methods?," Empirical Economics, Springer, vol. 30(1), pages 77-91, January.
    23. Sampene, Agyemang Kwasi & Li, Cai & Wiredu, John, 2024. "An outlook at the switch to renewable energy in emerging economies: The beneficial effect of technological innovation and green finance," Energy Policy, Elsevier, vol. 187(C).
    24. Ofori, Isaac K. & Gbolonyo, Emmanuel Y. & Ojong, Nathanael, 2023. "Foreign direct investment and inclusive green growth in Africa: Energy efficiency contingencies and thresholds," Energy Economics, Elsevier, vol. 117(C).
    25. Lee, Jung Wan, 2013. "The contribution of foreign direct investment to clean energy use, carbon emissions and economic growth," Energy Policy, Elsevier, vol. 55(C), pages 483-489.
    26. Alexander Chudik & M. Hashem Pesaran, 2013. "Large Panel Data Models with Cross-Sectional Dependence: A Survey," CESifo Working Paper Series 4371, CESifo.
    27. Resch, Christian & Kock, Alexander, 2021. "The influence of information depth and information breadth on brokers’ idea newness in online maker communities," Research Policy, Elsevier, vol. 50(8).
    28. Razzaq, Asif & Sharif, Arshian & Ozturk, Ilhan & Skare, Marinko, 2023. "Asymmetric influence of digital finance, and renewable energy technology innovation on green growth in China," Renewable Energy, Elsevier, vol. 202(C), pages 310-319.
    29. Hossein Ali Fakher & Zahoor Ahmed, 2023. "Does financial development moderate the link between technological innovation and environmental indicators? An advanced panel analysis," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-19, December.
    30. Vollebergh, Herman R.J. & Kemfert, Claudia, 2005. "The role of technological change for a sustainable development," Ecological Economics, Elsevier, vol. 54(2-3), pages 133-147, August.
    31. 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).
    32. Habiba, Umme & Xinbang, Cao & Anwar, Ahsan, 2022. "Do green technology innovations, financial development, and renewable energy use help to curb carbon emissions?," Renewable Energy, Elsevier, vol. 193(C), pages 1082-1093.
    33. Danish, & Ulucak, Recep, 2022. "Analyzing energy innovation-emissions nexus in China: A novel dynamic simulation method," Energy, Elsevier, vol. 244(PB).
    34. Mohammad Jibran Gul Wani & Nanthakumar Loganathan & Hanaa Abdelaty Hasan Esmail, 2024. "Impact of green technology and energy on green economic growth: role of FDI and globalization in G7 economies," Future Business Journal, Springer, vol. 10(1), pages 1-13, December.
    35. Sun, Yunpeng & Anwar, Ahsan & Razzaq, Asif & Liang, Xueping & Siddique, Muhammad, 2022. "Asymmetric role of renewable energy, green innovation, and globalization in deriving environmental sustainability: Evidence from top-10 polluted countries," Renewable Energy, Elsevier, vol. 185(C), pages 280-290.
    36. Hickel, Jason, 2020. "The sustainable development index: Measuring the ecological efficiency of human development in the anthropocene," Ecological Economics, Elsevier, vol. 167(C).
    37. Min Shang & Ji Luo, 2021. "The Tapio Decoupling Principle and Key Strategies for Changing Factors of Chinese Urban Carbon Footprint Based on Cloud Computing," IJERPH, MDPI, vol. 18(4), pages 1-17, February.
    38. Gozgor, Giray & Mahalik, Mantu Kumar & Demir, Ender & Padhan, Hemachandra, 2020. "The impact of economic globalization on renewable energy in the OECD countries," Energy Policy, Elsevier, vol. 139(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. Ruiz, Yomara & Aguirre, Nikolay & Ponce, Pablo & Álvarez-García, José, 2025. "Differential impact of natural resource revenues on global public debt: A quantile regression approach," Resources Policy, Elsevier, vol. 100(C).
    2. Dorothée Charlier & Florian Fizaine, 2020. "Does Becoming Richer Lead to a Reduction in Natural Resource Consumption? An Empirical Refutation of the Kuznets Material Curve," Working Papers 2020.05, FAERE - French Association of Environmental and Resource Economists.
    3. Skare, Marinko & Ozturk, Ilhan & Porada-Rochoń, Małgorzata & Stjepanovic, Sasa, 2024. "Energy as the new frontier: Dynamic panel data analysis revealing energy's transformative role in economic growth and technological progress," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    4. Mert Akyuz & Ghislain Nono Gueye & Cagin Karul, 2022. "Long-run dynamics between trade liberalization and income inequality in the European Union: a second generation approach," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 49(3), pages 769-792, August.
    5. Oliver Hossfeld, 2010. "Equilibrium Real Effective Exchange Rates and Real Exchange Rate Misalignments: Time Series vs. Panel Estimates," FIW Working Paper series 065, FIW.
    6. Çetin, Murat & Sarıgül, Sevgi Sümerli & Işık, Cem & Avcı, Pınar & Ahmad, Munir & Alvarado, Rafael, 2023. "The impact of natural resources, economic growth, savings, and current account balance on financial sector development: Theory and empirical evidence," Resources Policy, Elsevier, vol. 81(C).
    7. Trofimov, Ivan D., 2020. "Public capital and productive economy profits: evidence from OECD economies," MPRA Paper 106848, University Library of Munich, Germany.
    8. Terver Theophilus Kumeka & Isiaka Akande Raifu & Oluwatosin Adeniyi, 2024. "Globalisation and Inclusive Growth in Africa: The Role of Institutional Quality," Foreign Trade Review, , vol. 59(1), pages 62-97, February.
    9. Eibinger, Tobias & Deixelberger, Beate & Manner, Hans, 2024. "Panel data in environmental economics: Econometric issues and applications to IPAT models," Journal of Environmental Economics and Management, Elsevier, vol. 125(C).
    10. Onur ÖZDEMIR, 2022. "High-Income Countries and Feldstein-Horioka Puzzle: Econometric Evidence from Dynamic Common-Correlated Effects Model," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(1), pages 45-67, April.
    11. Shu Wu & Majed Alharthi & Weihua Yin & Qaiser Abbas & Adnan Noor Shah & Saeed ur Rahman & Jamal Khan, 2021. "The Carbon-Neutral Energy Consumption and Emission Volatility: The Causality Analysis of ASEAN Region," Energies, MDPI, vol. 14(10), pages 1-14, May.
    12. Qamruzzaman, Md & Karim, Salma & Jahan, Ishrat, 2022. "Nexus between economic policy uncertainty, foreign direct investment, government debt and renewable energy consumption in 13 top oil importing nations: Evidence from the symmetric and asymmetric inves," Renewable Energy, Elsevier, vol. 195(C), pages 121-136.
    13. Fromentin, Vincent & Leon, Florian, 2019. "Remittances and credit in developed and developing countries: A dynamic panel analysis," Research in International Business and Finance, Elsevier, vol. 48(C), pages 310-320.
    14. Gautam, Tej K. & Paudel, Krishna P., 2018. "The demand for natural gas in the Northeastern United States," Energy, Elsevier, vol. 158(C), pages 890-898.
    15. Guo, Xiuping & Meng, Xianglei & Luan, Qingfeng & Wang, Yanhua, 2023. "Trade openness, globalization, and natural resources management: The moderating role of economic complexity in newly industrialized countries," Resources Policy, Elsevier, vol. 85(PA).
    16. Iheonu, Chimere & Asongu, Simplice & Odo, Kingsley & Ojiem, Patrick, 2020. "Financial Sector Development and Investment in Selected ECOWAS Countries: Empirical Evidence using Heterogeneous Panel Data Method," MPRA Paper 107102, University Library of Munich, Germany.
    17. Belke, Ansgar & Dreger, Christian, 2011. "Current account imbalances in the euro area: Catching up or competitiveness?," Discussion Papers 297, European University Viadrina Frankfurt (Oder), Department of Business Administration and Economics.
    18. Abdelaziz Boukhelkhal, 2022. "Energy use, economic growth and CO2 emissions in Africa: does the environmental Kuznets curve hypothesis exist? New evidence from heterogeneous panel under cross-sectional dependence," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(11), pages 13083-13110, November.
    19. Trofimov, Ivan D., 2020. "Is There a J-Curve Effect in the Services Trade in Canada? A Panel Data Analysis," MPRA Paper 106704, University Library of Munich, Germany.
    20. Anushka Verma & Arun K. Giri & Byomakesh Debata, 2023. "Does ICT diffusion reduce poverty? Evidence from SAARC countries," Poverty & Public Policy, John Wiley & Sons, vol. 15(1), pages 8-28, March.

    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:plo:pone00:0310104. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.