IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v16y2024i20p8875-d1497936.html
   My bibliography  Save this article

Identifying the Key Drivers in Energy Technology Fields: The Role of Spillovers and Public Policies

Author

Listed:
  • Mehmet Balcilar

    (Department of Economics & Business Analytics, University of New Haven, West Haven, CT 06516, USA
    Department of Economics, OSTIM Technical University, 06374 Ankara, Türkiye)

  • Busra Agan

    (Department of Economics, OSTIM Technical University, 06374 Ankara, Türkiye)

Abstract

This study investigates the salient roles of knowledge spillover and environmental policies on clean technology innovation. Employing a panel vector autoregressive model (PVAR) and connectedness network analysis with a comprehensive longitudinal dataset comprising 100 million patent documents across 26 countries, the study identifies clean technology fields that are most efficient in driving innovation and subsequently quantifies the spillover effects for each field. The impact of public environmental policies and regulations on clean technological innovations is also examined in depth. The results reveal that clean innovation is a complex and nuanced system, with significant knowledge spillovers occurring within and across energy and non-energy-related clean technology fields. The results also show that environmental policies significantly influence clean innovation, with technology support and adoption support policies having the most substantial impact. Furthermore, the results reveal that the impact of market-based policies on clean innovation is weaker than that of non-market-based policies, which is an important consideration for policymakers. The findings hold significance for policymakers in addressing sustainability goals and their implications.

Suggested Citation

  • Mehmet Balcilar & Busra Agan, 2024. "Identifying the Key Drivers in Energy Technology Fields: The Role of Spillovers and Public Policies," Sustainability, MDPI, vol. 16(20), pages 1-28, October.
  • Handle: RePEc:gam:jsusta:v:16:y:2024:i:20:p:8875-:d:1497936
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/16/20/8875/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/16/20/8875/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Antoine Dechezleprêtre & Matthieu Glachant & Yann Ménière, 2013. "What Drives the International Transfer of Climate Change Mitigation Technologies? Empirical Evidence from Patent Data," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 54(2), pages 161-178, February.
    2. Diebold, Francis X. & Yilmaz, Kamil, 2012. "Better to give than to receive: Predictive directional measurement of volatility spillovers," International Journal of Forecasting, Elsevier, vol. 28(1), pages 57-66.
    3. Binder, Michael & Hsiao, Cheng & Pesaran, M. Hashem, 2005. "Estimation And Inference In Short Panel Vector Autoregressions With Unit Roots And Cointegration," Econometric Theory, Cambridge University Press, vol. 21(4), pages 795-837, August.
    4. He, Junming & Iqbal, Wasim & Su, Fangli, 2023. "Nexus between renewable energy investment, green finance, and sustainable development: Role of industrial structure and technical innovations," Renewable Energy, Elsevier, vol. 210(C), pages 715-724.
    5. Francis X. Diebold & Kamil Yilmaz, 2009. "Measuring Financial Asset Return and Volatility Spillovers, with Application to Global Equity Markets," Economic Journal, Royal Economic Society, vol. 119(534), pages 158-171, January.
    6. Rui Dias & Nuno Teixeira & Paulo Alexandre & Mariana Chambino, 2023. "Exploring the Connection between Clean and Dirty Energy: Implications for the Transition to a Carbon-Resilient Economy," Energies, MDPI, vol. 16(13), pages 1-21, June.
    7. McPherson, Madeleine & Johnson, Nils & Strubegger, Manfred, 2018. "The role of electricity storage and hydrogen technologies in enabling global low-carbon energy transitions," Applied Energy, Elsevier, vol. 216(C), pages 649-661.
    8. Geels, Frank W., 2012. "A socio-technical analysis of low-carbon transitions: introducing the multi-level perspective into transport studies," Journal of Transport Geography, Elsevier, vol. 24(C), pages 471-482.
    9. Tiwari, Aviral Kumar & Aikins Abakah, Emmanuel Joel & Doğan, Buhari & Adekoya, Oluwasegun B. & Wohar, Mark, 2024. "Asymmetric spillover effects in energy markets," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 470-502.
    10. Guorong Chen & Shiyi Fang & Qibo Chen & Yun Zhang, 2023. "Risk Spillovers and Network Connectedness between Clean Energy Stocks, Green Bonds, and Other Financial Assets: Evidence from China," Energies, MDPI, vol. 16(20), pages 1-21, October.
    11. Pesaran, H. Hashem & Shin, Yongcheol, 1998. "Generalized impulse response analysis in linear multivariate models," Economics Letters, Elsevier, vol. 58(1), pages 17-29, January.
    12. Raphael Calel & Antoine Dechezleprêtre, 2016. "Environmental Policy and Directed Technological Change: Evidence from the European Carbon Market," The Review of Economics and Statistics, MIT Press, vol. 98(1), pages 173-191, March.
    13. Muhammad Afaq Haider Jafri & Huizheng Liu, 2023. "Eco-Innovation and Its Influence on Renewable Energy Demand: The Role of Environmental Law," IJERPH, MDPI, vol. 20(4), pages 1-10, February.
    14. Noailly, Joëlle & Smeets, Roger, 2015. "Directing technical change from fossil-fuel to renewable energy innovation: An application using firm-level patent data," Journal of Environmental Economics and Management, Elsevier, vol. 72(C), pages 15-37.
    15. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    16. Nick Johnstone & Ivan Haščič & David Popp, 2010. "Renewable Energy Policies and Technological Innovation: Evidence Based on Patent Counts," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 45(1), pages 133-155, January.
    17. Richard G. Newell, 2011. "The Energy Innovation System: A Historical Perspective," NBER Chapters, in: Accelerating Energy Innovation: Insights from Multiple Sectors, pages 25-47, National Bureau of Economic Research, Inc.
    18. Johan Rockström & Will Steffen & Kevin Noone & Åsa Persson & F. Stuart Chapin & Eric F. Lambin & Timothy M. Lenton & Marten Scheffer & Carl Folke & Hans Joachim Schellnhuber & Björn Nykvist & Cynthia , 2009. "A safe operating space for humanity," Nature, Nature, vol. 461(7263), pages 472-475, September.
    19. David Popp, 2002. "Induced Innovation and Energy Prices," American Economic Review, American Economic Association, vol. 92(1), pages 160-180, March.
    20. Lorente, Daniel Balsalobre & Mohammed, Kamel Si & Cifuentes-Faura, Javier & Shahzad, Umer, 2023. "Dynamic connectedness among climate change index, green financial assets and renewable energy markets: Novel evidence from sustainable development perspective," Renewable Energy, Elsevier, vol. 204(C), pages 94-105.
    21. Summer Xia, 2022. "The link and spillovers between clean energy and fossil fuels market: a systematic literature review," Journal of Accounting Literature, Emerald Group Publishing Limited, vol. 44(2/3), pages 177-191, October.
    22. Tiwari, Aviral Kumar & Trabelsi, Nader & Abakah, Emmanuel Joel Aikins & Nasreen, Samia & Lee, Chien-Chiang, 2023. "An empirical analysis of the dynamic relationship between clean and dirty energy markets," Energy Economics, Elsevier, vol. 124(C).
    23. Richard G. Newell & Adam B. Jaffe & Robert N. Stavins, 1999. "The Induced Innovation Hypothesis and Energy-Saving Technological Change," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 941-975.
    24. Nicholas Stern, 2008. "The Economics of Climate Change," American Economic Review, American Economic Association, vol. 98(2), pages 1-37, May.
    25. Balcilar, Mehmet & Elsayed, Ahmed H. & Hammoudeh, Shawkat, 2023. "Financial connectedness and risk transmission among MENA countries: Evidence from connectedness network and clustering analysis1," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 82(C).
    26. Jee, Su Jung & Srivastav, Sugandha, 2024. "Knowledge spillovers between clean and dirty technologies: Evidence from the patent citation network," Ecological Economics, Elsevier, vol. 224(C).
    27. Daron Acemoglu & Philippe Aghion & David Hémous, 2014. "The environment and directed technical change in a North–South model," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 30(3), pages 513-530.
    28. Mehmet Balcilar & Festus Victor Bekun, 2020. "Do oil prices and exchange rates account for agricultural commodity market spillovers? Evidence from the Diebold and Yilmaz Index," Agrekon, Taylor & Francis Journals, vol. 59(3), pages 366-385, July.
    29. Bogdanov, Dmitrii & Ram, Manish & Aghahosseini, Arman & Gulagi, Ashish & Oyewo, Ayobami Solomon & Child, Michael & Caldera, Upeksha & Sadovskaia, Kristina & Farfan, Javier & De Souza Noel Simas Barbos, 2021. "Low-cost renewable electricity as the key driver of the global energy transition towards sustainability," Energy, Elsevier, vol. 227(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. Hille, Erik & Althammer, Wilhelm & Diederich, Henning, 2020. "Environmental regulation and innovation in renewable energy technologies: Does the policy instrument matter?," Technological Forecasting and Social Change, Elsevier, vol. 153(C).
    2. Jingbo Cui & Zhenxuan Wang & Haishan Yu, 2022. "Can International Climate Cooperation Induce Knowledge Spillover to Developing Countries? Evidence from CDM," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 82(4), pages 923-951, August.
    3. Julián D. Gómez, 2018. "¿Qué determina la adopción de tecnologías para la generación de energías renovables entre países?," Documentos CEDE 17132, Universidad de los Andes, Facultad de Economía, CEDE.
    4. Mare Sarr & Joëlle Noailly, 2017. "Innovation, Diffusion, Growth and the Environment: Taking Stock and Charting New Directions," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 66(3), pages 393-407, March.
    5. Zhangsheng Liu & Liuqingqing Yang & Liqin Fan, 2021. "Induced Effect of Environmental Regulation on Green Innovation: Evidence from the Increasing-Block Pricing Scheme," IJERPH, MDPI, vol. 18(5), pages 1-15, March.
    6. Johan Lilliestam & Anthony Patt & Germán Bersalli, 2022. "On the quality of emission reductions: observed effects of carbon pricing on investments, innovation, and operational shifts. A response to van den Bergh and Savin (2021)," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 83(3), pages 733-758, November.
    7. Gregory Casey, 2024. "Energy Efficiency and Directed Technical Change: Implications for Climate Change Mitigation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(1), pages 192-228.
    8. Rik L. Rozendaal & Herman R. J. Vollebergh, 2021. "Policy-Induced Innovation in Clean Technologies: Evidence from the Car Market," CESifo Working Paper Series 9422, CESifo.
    9. Lu, Yunguo & Zhang, Lin, 2022. "National mitigation policy and the competitiveness of Chinese firms," Energy Economics, Elsevier, vol. 109(C).
    10. Grégoire-Zawilski, Myriam & Popp, David, 2024. "Do technology standards induce innovation in environmental technologies when coordination is important?," Research Policy, Elsevier, vol. 53(1).
    11. Lazkano, Itziar & Nøstbakken, Linda & Pelli, Martino, 2017. "From fossil fuels to renewables: The role of electricity storage," European Economic Review, Elsevier, vol. 99(C), pages 113-129.
    12. Albrecht, Peter & Kočenda, Evžen, 2024. "Volatility connectedness on the central European forex markets," International Review of Financial Analysis, Elsevier, vol. 93(C).
    13. Cameron Hepburn & Jacquelyn Pless & David Popp, 2018. "Policy Brief—Encouraging Innovation that Protects Environmental Systems: Five Policy Proposals," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 12(1), pages 154-169.
    14. Hémous, David & Dechezleprêtre, Antoine & Olsen, Morten & Zanella, carlo, 2019. "Automating Labor: Evidence from Firm-level Patent Data," CEPR Discussion Papers 14249, C.E.P.R. Discussion Papers.
    15. Nesta, Lionel & Vona, Francesco & Nicolli, Francesco, 2014. "Environmental policies, competition and innovation in renewable energy," Journal of Environmental Economics and Management, Elsevier, vol. 67(3), pages 396-411.
    16. Lazkano, Itziar & Pham, Linh, 2016. "Do Fossil fuel Taxes Promote Innovation in Renewable Electricity Generation?," Discussion Paper Series in Economics 16/2016, Norwegian School of Economics, Department of Economics.
    17. Massimiliano Mazzanti & Antonio Musolesi, 2020. "Modeling Green Knowledge Production and Environmental Policies with Semiparametric Panel Data Regression models," SEEDS Working Papers 1420, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Sep 2020.
    18. Antoine Dechezleprêtre & Matthieu Glachant, 2014. "Does Foreign Environmental Policy Influence Domestic Innovation? Evidence from the Wind Industry," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 58(3), pages 391-413, July.
    19. Carrión-Flores, Carmen E. & Innes, Robert & Sam, Abdoul G., 2013. "Do voluntary pollution reduction programs (VPRs) spur or deter environmental innovation? Evidence from 33/50," Journal of Environmental Economics and Management, Elsevier, vol. 66(3), pages 444-459.
    20. Georgoutsos, Dimitris & Moratis, George, 2017. "Bank-sovereign contagion in the Eurozone: A panel VAR Approach," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 48(C), pages 146-159.

    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:gam:jsusta:v:16:y:2024:i:20:p:8875-:d:1497936. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.