IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v281y2023ics0360544223016705.html
   My bibliography  Save this article

Explaining and modeling the reduction effect of low-carbon energy transition on energy intensity: Empirical evidence from global data

Author

Listed:
  • Feng, Yanchao
  • Zhang, Juan
  • Geng, Yong
  • Jin, Shurui
  • Zhu, Ziyi
  • Liang, Zhou

Abstract

In the process of global net zero, achieving low-carbon energy transition is an inevitable choice for sustainable development. Based on the annual panel data of 77 countries and regions from 2007 to 2019, this study uses multiple econometric models to study the effect and mechanism of low-carbon energy transition on energy intensity. In particular, the inverse cosine function is employed to measure the low-carbon energy transition at the global level from the consumer side. The baseline results show that low-carbon energy transition can significantly reduce energy intensity. At the same time, the external factors including the government effectiveness and the environmental policies stringency are proved to act as the threshold variables. Finally, the mechanism analysis shows that low-carbon energy transition can reduce energy intensity by improving green innovation and enhancing the utilization of sustainable energy. In summary, this study provides valuable policy recommendations and scientific arguments for promoting energy transition, accelerating green sustainable development, and achieving global net zero goals.

Suggested Citation

  • Feng, Yanchao & Zhang, Juan & Geng, Yong & Jin, Shurui & Zhu, Ziyi & Liang, Zhou, 2023. "Explaining and modeling the reduction effect of low-carbon energy transition on energy intensity: Empirical evidence from global data," Energy, Elsevier, vol. 281(C).
  • Handle: RePEc:eee:energy:v:281:y:2023:i:c:s0360544223016705
    DOI: 10.1016/j.energy.2023.128276
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544223016705
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2023.128276?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. Zheng, Mingbo & Feng, Gen-Fu & Jang, Chyi-Lu & Chang, Chun-Ping, 2021. "Terrorism and green innovation in renewable energy," Energy Economics, Elsevier, vol. 104(C).
    2. Dutta, Anupam & Bouri, Elie & Rothovius, Timo & Uddin, Gazi Salah, 2023. "Climate risk and green investments: New evidence," Energy, Elsevier, vol. 265(C).
    3. Sun, Haiyan & Chen, Fushan, 2022. "The impact of green finance on China's regional energy consumption structure based on system GMM," Resources Policy, Elsevier, vol. 76(C).
    4. Lee, Chien-Chiang & Feng, Yi & Peng, Diyun, 2022. "A green path towards sustainable development: The impact of low-carbon city pilot on energy transition," Energy Economics, Elsevier, vol. 115(C).
    5. Kenneth Gillingham & Matthew J. Kotchen & David S. Rapson & Gernot Wagner, 2013. "The rebound effect is overplayed," Nature, Nature, vol. 493(7433), pages 475-476, January.
    6. Gallo, A.B. & Simões-Moreira, J.R. & Costa, H.K.M. & Santos, M.M. & Moutinho dos Santos, E., 2016. "Energy storage in the energy transition context: A technology review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 65(C), pages 800-822.
    7. He, Jie & Wang, Hua, 2012. "Economic structure, development policy and environmental quality: An empirical analysis of environmental Kuznets curves with Chinese municipal data," Ecological Economics, Elsevier, vol. 76(C), pages 49-59.
    8. Stephen Bond & Anke Hoeffler, 2001. "GMM Estimation of Empirical Growth Models," Economics Series Working Papers 2001-W21, University of Oxford, Department of Economics.
    9. Omar M. Alkasasbeh & Abdalla Alassuli & Amro Alzghoul, 2023. "Energy Consumption, Economic Growth and CO2 Emissions in Middle East," International Journal of Energy Economics and Policy, Econjournals, vol. 13(1), pages 322-327, January.
    10. A. Greening, Lorna & Greene, David L. & Difiglio, Carmen, 2000. "Energy efficiency and consumption -- the rebound effect -- a survey," Energy Policy, Elsevier, vol. 28(6-7), pages 389-401, June.
    11. Myung Hwan Seo & Sueyoul Kim & Young-Joo Kim, 2019. "Estimation of dynamic panel threshold model using Stata," Stata Journal, StataCorp LLC, vol. 19(3), pages 685-697, September.
    12. Sodik Dwi Purnomo & Nur Wani & Suharno Suharno & Arintoko Arintoko & Herman Sambodo & Lilis Siti Badriah, 2023. "The Effect of Energy Consumption and Renewable Energy on Economic Growth in Indonesia," International Journal of Energy Economics and Policy, Econjournals, vol. 13(1), pages 22-30, January.
    13. Sun, Huaping & Edziah, Bless Kofi & Sun, Chuanwang & Kporsu, Anthony Kwaku, 2019. "Institutional quality, green innovation and energy efficiency," Energy Policy, Elsevier, vol. 135(C).
    14. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LLC, vol. 9(1), pages 86-136, March.
    15. Mohammed Benlemlih & Jamil Jaballah & Lamya Kermiche, 2023. "Does financing strategy accelerate corporate energy transition? Evidence from green bonds," Business Strategy and the Environment, Wiley Blackwell, vol. 32(1), pages 878-889, January.
    16. Frank Neffke & Matté Hartog & Ron Boschma & Martin Henning, 2018. "Agents of Structural Change: The Role of Firms and Entrepreneurs in Regional Diversification," Economic Geography, Taylor & Francis Journals, vol. 94(1), pages 23-48, January.
    17. Xiaobo Shen & Boqiang Lin & Wei Wu, 2019. "R&D Efforts, Total Factor Productivity, and the Energy Intensity in China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(11), pages 2566-2588, September.
    18. Liao, Jixiang & Liu, Xingye & Zhou, Xueyan & Tursunova, Nargiza Rakhimovna, 2023. "Analyzing the role of renewable energy transition and industrialization on ecological sustainability: Can green innovation matter in OECD countries," Renewable Energy, Elsevier, vol. 204(C), pages 141-151.
    19. Rubio-Varas, Mar & Muñoz-Delgado, Beatriz, 2019. "Long-term diversification paths and energy transitions in Europe," Ecological Economics, Elsevier, vol. 163(C), pages 158-168.
    20. 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).
    21. Luigi Grossi & Mauro Mussini, 2017. "Inequality in Energy Intensity in the EU-28: Evidence from a New Decomposition Method," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
    22. Lee, Chien-Chiang & He, Zhi-Wen & Xiao, Fu, 2022. "How does information and communication technology affect renewable energy technology innovation? International evidence," Renewable Energy, Elsevier, vol. 200(C), pages 546-557.
    23. Zeravan Abdulmuhsen Asaad & Amjad Saber Al-Delawi & Omed Rafiq Fatah & Awaz Mohamed Saleem, 2023. "Oil Exports, Political Issues, and Stock Market Nexus," International Journal of Energy Economics and Policy, Econjournals, vol. 13(1), pages 362-373, January.
    24. Patterson, Murray G, 1996. "What is energy efficiency? : Concepts, indicators and methodological issues," Energy Policy, Elsevier, vol. 24(5), pages 377-390, May.
    25. Shu, Haicheng & Wang, Yu & Umar, Muhammad & Zhong, Yifan, 2023. "Dynamics of renewable energy research, investment in EnvoTech and environmental quality in the context of G7 countries," Energy Economics, Elsevier, vol. 120(C).
    26. Huang, Junbing & Wang, Yajun & Guo, Lili, 2022. "Energy intensity and energy-specific technological progress: A case study in Guangdong province of China," Renewable Energy, Elsevier, vol. 184(C), pages 990-1001.
    27. Annicchiarico, Barbara & Di Dio, Fabio, 2015. "Environmental policy and macroeconomic dynamics in a new Keynesian model," Journal of Environmental Economics and Management, Elsevier, vol. 69(C), pages 1-21.
    28. Sohag, Kazi & Hammoudeh, Shawkat & Elsayed, Ahmed H. & Mariev, Oleg & Safonova, Yulia, 2022. "Do geopolitical events transmit opportunity or threat to green markets? Decomposed measures of geopolitical risks," Energy Economics, Elsevier, vol. 111(C).
    29. Rassier, Dylan G. & Earnhart, Dietrich, 2015. "Effects of environmental regulation on actual and expected profitability," Ecological Economics, Elsevier, vol. 112(C), pages 129-140.
    30. J. Daniel Khazzoom, 1987. "Energy Saving Resulting from the Adoption of More Efficient Appliances," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 85-89.
    31. Stephen Bond & Anke Hoeffler & Jonathan Temple, 2001. "GMM Estimation of Empirical Growth Models," Economics Papers 2001-W21, Economics Group, Nuffield College, University of Oxford.
    32. Nathan Nunn & Nancy Qian, 2014. "US Food Aid and Civil Conflict," American Economic Review, American Economic Association, vol. 104(6), pages 1630-1666, June.
    33. Cortez, Maria Céu & Andrade, Nuno & Silva, Florinda, 2022. "The environmental and financial performance of green energy investments: European evidence," Ecological Economics, Elsevier, vol. 197(C).
    34. Apergis, Nicholas & Aye, Goodness C. & Barros, Carlos Pestana & Gupta, Rangan & Wanke, Peter, 2015. "Energy efficiency of selected OECD countries: A slacks based model with undesirable outputs," Energy Economics, Elsevier, vol. 51(C), pages 45-53.
    35. Hansen, Kenneth & Mathiesen, Brian Vad & Skov, Iva Ridjan, 2019. "Full energy system transition towards 100% renewable energy in Germany in 2050," Renewable and Sustainable Energy Reviews, Elsevier, vol. 102(C), pages 1-13.
    36. David Roodman, 2006. "How to Do xtabond2," North American Stata Users' Group Meetings 2006 8, Stata Users Group.
    37. Brookes, Leonard, 2000. "Energy efficiency fallacies revisited," Energy Policy, Elsevier, vol. 28(6-7), pages 355-366, June.
    38. Francesco Fuso Nerini & Julia Tomei & Long Seng To & Iwona Bisaga & Priti Parikh & Mairi Black & Aiduan Borrion & Catalina Spataru & Vanesa Castán Broto & Gabrial Anandarajah & Ben Milligan & Yacob Mu, 2018. "Mapping synergies and trade-offs between energy and the Sustainable Development Goals," Nature Energy, Nature, vol. 3(1), pages 10-15, January.
    39. Han, Hongyun & Wu, Shu, 2018. "Rural residential energy transition and energy consumption intensity in China," Energy Economics, Elsevier, vol. 74(C), pages 523-534.
    40. Chao Hung Wang & Wei‐Jr Juo, 2021. "An environmental policy of green intellectual capital: Green innovation strategy for performance sustainability," Business Strategy and the Environment, Wiley Blackwell, vol. 30(7), pages 3241-3254, November.
    41. Liu, Fei & Zhang, Xudong & Adebayo, Tomiwa Sunday & Awosusi, Abraham Ayobamiji, 2022. "Asymmetric and moderating role of industrialisation and technological innovation on energy intensity: Evidence from BRICS economies," Renewable Energy, Elsevier, vol. 198(C), pages 1364-1372.
    42. Wurlod, Jules-Daniel & Noailly, Joëlle, 2018. "The impact of green innovation on energy intensity: An empirical analysis for 14 industrial sectors in OECD countries," Energy Economics, Elsevier, vol. 71(C), pages 47-61.
    43. Herrerias, M.J. & Cuadros, A. & Luo, D., 2016. "Foreign versus indigenous innovation and energy intensity: Further research across Chinese regions," Applied Energy, Elsevier, vol. 162(C), pages 1374-1384.
    44. Lin, Boqiang & Wang, Miao, 2021. "What drives energy intensity fall in China? Evidence from a meta-frontier approach," Applied Energy, Elsevier, vol. 281(C).
    45. Su, Min & Wang, Qiang & Li, Rongrong & Wang, Lili, 2022. "Per capita renewable energy consumption in 116 countries: The effects of urbanization, industrialization, GDP, aging, and trade openness," Energy, Elsevier, vol. 254(PB).
    46. Lee, Chien-Chiang & Yuan, Zihao & Wang, Qiaoru, 2022. "How does information and communication technology affect energy security? International evidence," Energy Economics, Elsevier, vol. 109(C).
    47. Hansen, Teis & Klitkou, Antje & Borup, Mads & Scordato, Lisa & Wessberg, Nina, 2017. "Path creation in Nordic energy and road transport systems – The role of technological characteristics," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 551-562.
    48. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    49. Tian, Jinfang & Yu, Longguang & Xue, Rui & Zhuang, Shan & Shan, Yuli, 2022. "Global low-carbon energy transition in the post-COVID-19 era," Applied Energy, Elsevier, vol. 307(C).
    50. 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)

    Citations

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


    Cited by:

    1. Ryszard Kata & Magdalena Cyrek & Małgorzata Wosiek, 2024. "The Significance of the Financial Situation of Local Government Units for Their Energy Transition Activities: The Case of the Podkarpackie Region," Energies, MDPI, vol. 17(11), pages 1-23, June.
    2. Sohag, Kazi & Islam, Md. Monirul & Hammoudeh, Shawkat, 2024. "From policy stringency to environmental resilience: Unraveling the dose-response dynamics of environmental parameters in OECD countries," Energy Economics, Elsevier, vol. 134(C).
    3. Fan, Min & Lu, Zhixi & Zhou, Yun & Wang, Jian, 2024. "Threshold and spillovers effects of fintech on China's energy dependence on fossil fuel," Resources Policy, Elsevier, vol. 91(C).
    4. Zhang, Zhenhua & Wu, Huangbin & Zhang, Yunpeng & Hu, Shilei & Pan, Yuxi & Feng, Yanchao, 2024. "Does digital global value chain participation reduce energy resilience? Evidence from 49 countries worldwide," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
    5. Du, Yida & Li, Xiangguang & Tan, Caixia & Tan, Zhongfu, 2024. "Two-stage multi-objective distributionally robust operation optimization and benefits equalization of an off-grid type electric-hydrogen-ammonia-methanol coupling system," Renewable Energy, Elsevier, vol. 236(C).
    6. Huang, Qiu & Lin, Silu & Guo, Yizhuo, 2024. "Can energy transition improve the quality of life for the population?–Empirical analysis of 30 provinces in China," Energy, Elsevier, vol. 313(C).
    7. Lee, Chien-Chiang & Li, Jiangnan & Wang, Fuhao, 2024. "The role of green finance in the construction of new energy system: Evidence from China," Energy Economics, Elsevier, vol. 139(C).
    8. Haonan Chen & Xiaoning Cui & Yu Shi & Zhi Li & Yali Liu, 2024. "Impact of Policy Intensity on Carbon Emission Reductions: Based on the Perspective of China’s Low-Carbon Policy," Sustainability, MDPI, vol. 16(18), pages 1-20, September.
    9. Rongbing Huang & Xiaomin Zou, 2025. "Accountability audits of natural resources and industrial green total factor productivity: evidence from China," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-17, December.
    10. Liu, Hongwei & Zhang, Aodi & Wu, Jie & Zhu, Qingyuan, 2024. "Does high-speed rail construction reduce air pollution? Evidence from prefecture-level cities in China," Energy, Elsevier, vol. 310(C).
    11. Su, Zhaoxian & Wang, Hao & Zhao, Guanqi & Xie, Chunyu, 2024. "How digital government mediate the influence of fossil fuels on green innovation: Evidence from China's a-share industrial enterprises," Resources Policy, Elsevier, vol. 91(C).
    12. Zhanjie Wang & Rufu Zhou & Yongjian Wang, 2024. "DTM-Based Analysis of Hot Topics and Evolution of China’s Energy Policy," Sustainability, MDPI, vol. 16(19), pages 1-21, September.
    13. D'Agostino, Diana & De Falco, Francesco & Minelli, Federico & Minichiello, Francesco, 2024. "New robust multi-criteria decision-making framework for thermal insulation of buildings under conflicting stakeholder interests," Applied Energy, Elsevier, vol. 376(PA).
    14. Ni, Hang & Qu, Xinhe & Sun, Qi & Zhang, Ping & Peng, Wei, 2024. "Thermodynamic analysis of two very-high-temperature gas-cooled reactor-driven hydrogen and electricity cogeneration systems under off-design operating conditions," Energy, Elsevier, vol. 305(C).
    15. Feng, Yanchao & Liu, Gaoxiang & Meng, Xiangxu & Jiang, Kai & Huang, Rongbing & Zhang, Ci & Shi, Jiaxin & Pan, Yuxi, 2024. "How does digital government affect carbon intensity at the global level? New perspective of resource allocation optimization," Resources Policy, Elsevier, vol. 94(C).
    16. Doğan, Buhari & Chu, Lan Khanh & Khalfaoui, Rabeh & Ghosh, Sudeshna & Shahbaz, Muhammad, 2024. "Strategy towards sustainable energy transition: The effect of policy uncertainty, environmental technology and natural resources rent in the OECD nations," Resources Policy, Elsevier, vol. 98(C).
    17. Yang, Jiayu & Wang, Jianlong & Wang, Weilong & Wu, Haitao, 2024. "Exploring the path to promote energy revolution: Assessing the impact of new energy demonstration city construction on urban energy transition in China," Renewable Energy, Elsevier, vol. 236(C).
    18. Zaidi, Syed Anees Haider & Ashraf, Rana Umair & Khan, Irfan & Li, Mingxing, 2024. "Impact of natural resource depletion on energy intensity: Moderating role of globalization, financial inclusion and trade," Resources Policy, Elsevier, vol. 94(C).
    19. Feng, Yanchao & Pan, Yuxi & Lu, Shan & Shi, Jiaxin, 2024. "Identifying the multiple nexus between geopolitical risk, energy resilience, and carbon emissions: Evidence from global data," Technological Forecasting and Social Change, Elsevier, vol. 208(C).
    20. Tang, Jiaomei & Li, Wanting & Hu, Jiahan & Ren, Yayun, 2025. "Can government digital transformation improve corporate energy efficiency in resource-based cities?," Energy Economics, Elsevier, vol. 141(C).
    21. Dabbous, Amal & Croutzet, Alexandre & Horn, Matthias, 2025. "Achieving energy resilience: The joint role of environmental policy stringency and environmental awareness," Research in International Business and Finance, Elsevier, vol. 74(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. Ying Xu, 2009. "How does financial system efficiency affect the growth impact of FDI in China?," Asia Pacific Economic Papers 383, Australia-Japan Research Centre, Crawford School of Public Policy, The Australian National University.
    2. Zheng, Xinye & Li, Fanghua & Song, Shunfeng & Yu, Yihua, 2013. "Central government's infrastructure investment across Chinese regions: A dynamic spatial panel data approach," China Economic Review, Elsevier, vol. 27(C), pages 264-276.
    3. Meschi, Elena & Taymaz, Erol & Vivarelli, Marco, 2011. "Trade, technology and skills: Evidence from Turkish microdata," Labour Economics, Elsevier, vol. 18(S1), pages 60-70.
    4. Wang, Jun-Zhuo & Feng, Gen-Fu & Chang, Chun-Ping, 2024. "How does political instability affect renewable energy innovation?," Renewable Energy, Elsevier, vol. 230(C).
    5. Thumrongvit, Patara & Kim, Yoonbai & Pyun, Chong Soo, 2013. "Linking the missing market: The effect of bond markets on economic growth," International Review of Economics & Finance, Elsevier, vol. 27(C), pages 529-541.
    6. Soukiazis, Elias & Antunes, Micaela, 2011. "Is foreign trade important for regional growth? Empirical evidence from Portugal," Economic Modelling, Elsevier, vol. 28(3), pages 1363-1373, May.
    7. Martin Andersson & Hans Lööf, 2011. "Agglomeration and productivity: evidence from firm-level data," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 46(3), pages 601-620, June.
    8. Presbitero, Andrea F., 2008. "The Debt-Growth Nexus in Poor Countries: A Reassessment," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 2, pages 1-28.
    9. Kyriakos C. Neanidis & Maria Paola Rana & Keith Blackburn, 2017. "An empirical analysis of organized crime, corruption and economic growth," Annals of Finance, Springer, vol. 13(3), pages 273-298, August.
    10. Yilmaz Kiliçaslan & Ünal Töngür, 2017. "Information and Communication Technologies and Employment Generation in Turkish Manufacturing Industry," Working Papers 1120, Economic Research Forum, revised 07 2017.
    11. Bergh, Andreas & Nilsson, Therese, 2010. "Do liberalization and globalization increase income inequality?," European Journal of Political Economy, Elsevier, vol. 26(4), pages 488-505, December.
    12. Liu, Can & Wang, Sen & Liu, Hao & Zhu, Wenqing, 2017. "Why did the 1980s' reform of collective forestland tenure in southern China fail?," Forest Policy and Economics, Elsevier, vol. 83(C), pages 131-141.
    13. Ilina Srour & Erol Taymaz & Marco Vivarelli, 2014. "Globalization, Technology and Skills: Evidence from Turkish Longitudinal Microdata," ERC Working Papers 1405, ERC - Economic Research Center, Middle East Technical University, revised Jun 2014.
    14. Kathavate, Jay & Mallik, Girijasankar, 2012. "The impact of the Interaction between institutional quality and aid volatility on growth: theory and evidence," Economic Modelling, Elsevier, vol. 29(3), pages 716-724.
    15. Veronica Amarante, 2014. "Revisiting Inequality and Growth: Evidence for Developing Countries," Growth and Change, Wiley Blackwell, vol. 45(4), pages 571-589, December.
    16. Zergawu, Yitagesu Zewdu & Walle, Yabibal M. & Giménez-Gómez, José-Manuel, 2020. "The joint impact of infrastructure and institutions on economic growth," Journal of Institutional Economics, Cambridge University Press, vol. 16(4), pages 481-502, August.
    17. Björn Alecke & Timo Mitze & Gerhard Untiedt, 2010. "Internal migration, regional labour market dynamics and implications for German East-West disparities: results from a Panel VAR," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 30(2), pages 159-189, September.
    18. Nataliia Osina, 2021. "Global governance and gross capital flows dynamics," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 157(3), pages 463-493, August.
    19. Elena Meschi & Erol Taymaz & Marco Vivarelli, 2016. "Globalization, technological change and labor demand: a firm-level analysis for Turkey," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 152(4), pages 655-680, November.
    20. Thomas Strobel, 2014. "Directed technological change, skill complementarities and sectoral productivity growth: evidence from industrialized countries during the new economy," Journal of Productivity Analysis, Springer, vol. 42(3), pages 255-275, December.

    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:energy:v:281:y:2023:i:c:s0360544223016705. 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.journals.elsevier.com/energy .

    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.