Supply chain challenges and energy insecurity: The role of AI in facilitating renewable energy transition
Author
Abstract
Suggested Citation
DOI: 10.1016/j.eneco.2025.108378
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Song, Malin & Pan, Heting & Shen, Zhiyang & Tamayo-Verleene, Kristine, 2024.
"Assessing the influence of artificial intelligence on the energy efficiency for sustainable ecological products value,"
Energy Economics, Elsevier, vol. 131(C).
- Malin Song & Heting Pan & Zhiyang Shen & Kristine Tamayo-Verleene, 2024. "Assessing the influence of artificial intelligence on the energy efficiency for sustainable ecological products value," Post-Print hal-04552684, HAL.
- Zhong, Yufei & Chen, Xuesheng & Wang, Zhixian & Lin, Regina Fang-Ying, 2024. "The nexus among artificial intelligence, supply chain and energy sustainability: A time-varying analysis," Energy Economics, Elsevier, vol. 132(C).
- Gianluca Benigno & Julian di Giovanni & Jan J. J. Groen & Adam I. Noble, 2022. "Global Supply Chain Pressure Index: March 2022 Update," Liberty Street Economics 20220303, Federal Reserve Bank of New York.
- Dang, Tam Hoang-Nhat & Nguyen, Canh Phuc & Lee, Gabriel S. & Nguyen, Binh Quang & Le, Thuy Thu, 2023. "Measuring the energy-related uncertainty index," Energy Economics, Elsevier, vol. 124(C).
- Arellano, Manuel & Bover, Olympia, 1995.
"Another look at the instrumental variable estimation of error-components models,"
Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
- M Arellano & O Bover, 1990. "Another Look at the Instrumental Variable Estimation of Error-Components Models," CEP Discussion Papers dp0007, Centre for Economic Performance, LSE.
- Abdulrasheed Zakari & Hammed Oluwaseyi Musibau, 2024. "Sustainable economic development in OECD countries: Does energy security matter?," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(1), pages 1337-1353, February.
- Gupta, Shivam & Modgil, Sachin & Choi, Tsan-Ming & Kumar, Ajay & Antony, Jiju, 2023. "Influences of artificial intelligence and blockchain technology on financial resilience of supply chains," International Journal of Production Economics, Elsevier, vol. 261(C).
- Jia, Jun-Jun & Zhu, Mengshu & Wei, Chu, 2022. "Household cooking in the context of carbon neutrality: A machine-learning-based review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
- Ren, Xiaohang & Fu, Chenjia & Jin, Chenglu & Li, Yuyi, 2024. "Dynamic causality between global supply chain pressures and China's resource industries: A time-varying Granger analysis," International Review of Financial Analysis, Elsevier, vol. 95(PA).
- Zhao, Congyu & Dong, Kangyin & Wang, Kun & Nepal, Rabindra, 2024. "How does artificial intelligence promote renewable energy development? The role of climate finance," Energy Economics, Elsevier, vol. 133(C).
- Zargar, Faisal Nazir & Mohnot, Rajesh & Hamouda, Foued & Arfaoui, Nadia, 2024. "Risk dynamics in energy transition: Evaluating downside risks and interconnectedness in fossil fuel and renewable energy markets," Resources Policy, Elsevier, vol. 92(C).
- van der Kroon, Bianca & Brouwer, Roy & van Beukering, Pieter J.H., 2013. "The energy ladder: Theoretical myth or empirical truth? Results from a meta-analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 20(C), pages 504-513.
- Hashem Pesaran, M. & Yamagata, Takashi, 2008.
"Testing slope homogeneity in large panels,"
Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
- Pesaran, M.H. & Yamagata. T., 2005. "Testing Slope Homogeneity in Large Panels," Cambridge Working Papers in Economics 0513, Faculty of Economics, University of Cambridge.
- M. Hashem Pesaran & Takashi Yamagata, 2005. "Testing Slope Homogeneity in Large Panels," CESifo Working Paper Series 1438, CESifo.
- M. Hashem Pesaran & Takashi Yamagata, 2005. "Testing Slope Homogeneity in Large Panels," IEPR Working Papers 05.14, Institute of Economic Policy Research (IEPR).
- Gozgor, Giray & Khalfaoui, Rabeh & Yarovaya, Larisa, 2023.
"Global supply chain pressure and commodity markets: Evidence from multiple wavelet and quantile connectedness analyses,"
Finance Research Letters, Elsevier, vol. 54(C).
- Rabeh KHALFAOUI & Giray Gozgor & Larisa Yarovaya, 2023. "Global supply chain pressure and commodity markets: Evidence from multiple wavelet and quantile connectedness analyses," Post-Print hal-04144035, HAL.
- 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.
- Pesaran, M.H., 2003. "A Simple Panel Unit Root Test in the Presence of Cross Section Dependence," Cambridge Working Papers in Economics 0346, Faculty of Economics, University of Cambridge.
- Hosier, Richard H. & Dowd, Jeffrey, 1987. "Household fuel choice in Zimbabwe : An empirical test of the energy ladder hypothesis," Resources and Energy, Elsevier, vol. 9(4), pages 347-361, December.
- Chishti, Muhammad Zubair & Xia, Xiqiang & Dogan, Eyup, 2024. "Understanding the effects of artificial intelligence on energy transition: The moderating role of Paris Agreement," Energy Economics, Elsevier, vol. 131(C).
- 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.
- Westerlund, Joakim, 2005. "Testing for Error Correction in Panel Data," Working Papers 2005:11, Lund University, Department of Economics.
- Westerlund, J., 2006. "Testing for error correction in panel data," Research Memorandum 056, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
- Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
- Bonadio, Barthélémy & Huo, Zhen & Levchenko, Andrei A. & Pandalai-Nayar, Nitya, 2021.
"Global supply chains in the pandemic,"
Journal of International Economics, Elsevier, vol. 133(C).
- Levchenko, Andrei & Bonadio, Barthelemey & Huo, Zhen & Pandalai-Nayar, Nitya, 2020. "Global Supply Chains in the Pandemic," CEPR Discussion Papers 14766, C.E.P.R. Discussion Papers.
- Barthélémy Bonadio & Zhen Huo & Andrei A. Levchenko & Nitya Pandalai-Nayar, 2020. "Global Supply Chains in the Pandemic," NBER Working Papers 27224, National Bureau of Economic Research, Inc.
- BarthŽlŽmy Bonadio & Zhen Huo & Andrei A. Levchenko & Nitya Pandalai-Nayar, 2021. "Global Supply Chains in the Pandemic," Working Papers 683, Research Seminar in International Economics, University of Michigan.
- Blundell, Richard & Bond, Stephen, 1998.
"Initial conditions and moment restrictions in dynamic panel data models,"
Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
- R Blundell & Steven Bond, "undated". "Initial conditions and moment restrictions in dynamic panel data model," Economics Papers W14&104., Economics Group, Nuffield College, University of Oxford.
- Richard Blundell & Stephen Bond, 1995. "Initial conditions and moment restrictions in dynamic panel data models," IFS Working Papers W95/17, Institute for Fiscal Studies.
- Blundell, R. & Bond, S., 1995. "Initial Conditions and Moment Restrictions in Dynamic Panel Data Models," Economics Papers 104, Economics Group, Nuffield College, University of Oxford.
- Lee, Chi-Chuan & Fang, Yuzhu & Quan, Shiyun & Li, Xinghao, 2024. "Leveraging the power of artificial intelligence toward the energy transition: The key role of the digital economy," Energy Economics, Elsevier, vol. 135(C).
- Qi, Bitian & Shen, Yanbo & Xu, Tieyu, 2023. "An artificial-intelligence-enabled sustainable supply chain model for B2C E-commerce business in the international trade," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
- Sun, Fei & Qu, Zhaojun & Wu, Ban & Bold, Sanchir, 2024. "Enhancing global supply chain distribution resilience through digitalization: Insights from natural resource sector of China," Resources Policy, Elsevier, vol. 95(C).
- Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013.
"Panel unit root tests in the presence of a multifactor error structure,"
Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
- Pesaran, M. Hashem & Smith, L. Vanessa & Yamagata, Takashi, 2007. "Panel Unit Root Tests in the Presence of a Multifactor Error Structure," IZA Discussion Papers 3254, Institute of Labor Economics (IZA).
- M. Hashem Pesaran & L. Vanessa Smith & Takashi Yamagata, 2008. "Panel Unit Root Tests in the Presence of a Multifactor Error Structure," CESifo Working Paper Series 2193, CESifo.
- Pesaran, M.H. & Smit, L.V. & Yamagata, T., 2007. "Panel Unit Root Tests in the Presence of a Multifactor Error Structure," Cambridge Working Papers in Economics 0775, Faculty of Economics, University of Cambridge.
- M. Hashem Pesaran & L. Vanessa Smith & Takashi Yamagata, 2008. "Panel Unit Root Tests in the Presence of a Multifactor Error Structure," Discussion Papers 08/03, Department of Economics, University of York.
- Pachauri, Shonali & Jiang, Leiwen, 2008. "The household energy transition in India and China," Energy Policy, Elsevier, vol. 36(11), pages 4022-4035, November.
- M. Hashem Pesaran, 2021.
"General diagnostic tests for cross-sectional dependence in panels,"
Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
- Pesaran, M.H., 2004. "‘General Diagnostic Tests for Cross Section Dependence in Panels’," Cambridge Working Papers in Economics 0435, Faculty of Economics, University of Cambridge.
- Pesaran, M. Hashem, 2004. "General Diagnostic Tests for Cross Section Dependence in Panels," IZA Discussion Papers 1240, Institute of Labor Economics (IZA).
- M. Hashem Pesaran, 2004. "General Diagnostic Tests for Cross Section Dependence in Panels," CESifo Working Paper Series 1229, CESifo.
- Lee, Chien-Chiang & Yan, Jingyang, 2024. "Will artificial intelligence make energy cleaner? Evidence of nonlinearity," Applied Energy, Elsevier, vol. 363(C).
- Yang, Shengyao & Zhu, Meng Nan & Yu, Haiyan, 2024. "Are artificial intelligence and blockchain the key to unlocking the box of clean energy?," Energy Economics, Elsevier, vol. 134(C).
- Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
- Zhao, Nanyang & Hong, Jiangtao & Lau, Kwok Hung, 2023. "Impact of supply chain digitalization on supply chain resilience and performance: A multi-mediation model," International Journal of Production Economics, Elsevier, vol. 259(C).
- Qin, Meng & Hu, Wei & Qi, Xinzhou & Chang, Tsangyao, 2024. "Do the benefits outweigh the disadvantages? Exploring the role of artificial intelligence in renewable energy," Energy Economics, Elsevier, vol. 131(C).
- Shivam Gupta & Sachin Modgil & Tsan-Ming Choi & Ajay Kumar & Jiju Antony, 2023. "Influences of artificial intelligence and blockchain technology on financial resilience of supply chains," Post-Print hal-04325728, HAL.
- Zhu, Huiming & Duan, Lijun & Guo, Yawei & Yu, Keming, 2016. "The effects of FDI, economic growth and energy consumption on carbon emissions in ASEAN-5: Evidence from panel quantile regression," Economic Modelling, Elsevier, vol. 58(C), pages 237-248.
- Iyke, Bernard Njindan, 2024. "Climate change, energy security risk, and clean energy investment," Energy Economics, Elsevier, vol. 129(C).
- Cevik, Serhan & Gwon, Gyowon, 2024.
"This is going to hurt: Weather anomalies, supply chain pressures and inflation,"
International Economics, Elsevier, vol. 180(C).
- Mr. Serhan Cevik & Gyowon Gwon, 2024. "This Is Going to Hurt: Weather Anomalies, Supply Chain Pressures and Inflation," IMF Working Papers 2024/079, International Monetary Fund.
- Al-Madani, Mohammed Hammam Mohammed & Fernando, Yudi & Iranmanesh, Mohammad & Lim, Ming K. & Tseng, Ming-Lang, 2024. "Renewable energy supply chain in Malaysia: Fostering energy management practices and ecological performance," Renewable Energy, Elsevier, vol. 226(C).
- Zhang, Xiaojing & Khan, Khalid & Shao, Xuefeng & Oprean-Stan, Camelia & Zhang, Qian, 2024. "The rising role of artificial intelligence in renewable energy development in China," Energy Economics, Elsevier, vol. 132(C).
- Reboredo, Juan C. & Ugolini, Andrea, 2024. "The impact of uncertainty shocks on energy transition metal prices," Resources Policy, Elsevier, vol. 95(C).
- Khan, Zeeshan & Hossain, Mohammad Razib & Badeeb, Ramez Abubakr & Zhang, Changyong, 2023. "Aggregate and disaggregate impact of natural resources on economic performance: Role of green growth and human capital," Resources Policy, Elsevier, vol. 80(C).
- Zhao, Qian & Wang, Lu & Stan, Sebastian-Emanuel & Mirza, Nawazish, 2024. "Can artificial intelligence help accelerate the transition to renewable energy?," Energy Economics, Elsevier, vol. 134(C).
- Hu, Guoheng & Gozgor, Giray & Lu, Zhou & Mahalik, Mantu Kumar & Pal, Shreya, 2024. "Determinants of renewable stock returns: The role of global supply chain pressure," Renewable and Sustainable Energy Reviews, Elsevier, vol. 191(C).
- Qin, Meng & Su, Chi-Wei & Umar, Muhammad & Lobonţ, Oana-Ramona & Manta, Alina Georgiana, 2023. "Are climate and geopolitics the challenges to sustainable development? Novel evidence from the global supply chain," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 748-763.
- Igeland, Philip & Schroeder, Leon & Yahya, Muhammad & Okhrin, Yarema & Uddin, Gazi Salah, 2024. "The energy transition: The behavior of renewable energy stock during the times of energy security uncertainty," Renewable Energy, Elsevier, vol. 221(C).
- Banna, Hasanul & Alam, Ashraful & Chen, Xihui Haviour & Alam, Ahmed W., 2023. "Energy security and economic stability: The role of inflation and war," Energy Economics, Elsevier, vol. 126(C).
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Hassan Qudrat-Ullah, 2025. "A Thematic Review of AI and ML in Sustainable Energy Policies for Developing Nations," Energies, MDPI, vol. 18(9), pages 1-26, April.
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.- Wang, Minglu & Ouyang, Kexin & Jing, Peng, 2025. "Dynamic interplay of energy uncertainty, supply chain disruption, and digital transformation on China's renewable energy stocks," Energy Economics, Elsevier, vol. 141(C).
- Hossain, Mohammad Razib & Rao, Amar & Sharma, Gagan Deep & Dev, Dhairya & Kharbanda, Aeshna, 2024. "Empowering energy transition: Green innovation, digital finance, and the path to sustainable prosperity through green finance initiatives," Energy Economics, Elsevier, vol. 136(C).
- Yang, Shaopeng & Fu, Yuxi, 2025. "Interconnectedness among supply chain disruptions, energy crisis, and oil market volatility on economic resilience," Energy Economics, Elsevier, vol. 143(C).
- Shreya Pal, 2024. "The International Capital Flows and Domestic Savings–domestic Investment Nexus: A Comparative Evidence Between Heterogeneous Developing Regions," South Asian Journal of Macroeconomics and Public Finance, , vol. 13(2), pages 169-212, December.
- Mamkhezri, Jamal, 2025. "Assessing price elasticity in US residential electricity consumption: A comparison of monthly and annual data with recession implications," Energy Policy, Elsevier, vol. 200(C).
- Wang, Shubin & Li, Jiabao & Zhao, Erlong, 2024. "Exploring the role of financial technologies and digital trade in shaping trade-adjusted resource consumption in E7 countries," Resources Policy, Elsevier, vol. 88(C).
- Clement Olalekan Olaniyi & Mamdouh Abdulaziz Saleh Al‐Faryan & Eyitayo Oyewunmi Ogbaro, 2025. "Do institutional quality and its threshold matter in the sensitivity of the renewable energy transition to financial development? New empirical perspectives," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(1), pages 5-43, January.
- Dong, Zequn & Tan, Chaodan & Ma, Biao & Ning, Zhaoshuo, 2024. "The impact of artificial intelligence on the energy transition: The role of regulatory quality as a guardrail, not a wall," Energy Economics, Elsevier, vol. 140(C).
- Tang, Juan & Jiang, Yanyan, 2024. "Natural resources-environment dilemma: The context of foreign direct investment and international trade," Resources Policy, Elsevier, vol. 89(C).
- Shahbaz, Muhammad & Nwani, Chinazaekpere & Bekun, Festus Victor & Gyamfi, Bright Akwasi & Agozie, Divine Q., 2022. "Discerning the role of renewable energy and energy efficiency in finding the path to cleaner consumption and production patterns: New insights from developing economies," Energy, Elsevier, vol. 260(C).
- Sung, Bongsuk & Song, Woo-Yong & Park, Sang-Do, 2018. "How foreign direct investment affects CO2 emission levels in the Chinese manufacturing industry: Evidence from panel data," Economic Systems, Elsevier, vol. 42(2), pages 320-331.
- Peñasco, Cristina & del Río, Pablo & Romero-Jordán, Desiderio, 2017.
"Gas and electricity demand in Spanish manufacturing industries: An analysis using homogeneous and heterogeneous estimators,"
Utilities Policy, Elsevier, vol. 45(C), pages 45-60.
- Cristina Peñasco & Pablo del Río & Desiderio Romero-Jordán, 2017. "Gas and electricity demand in Spanish manufacturing industries: An analysis using homogeneous and heterogeneous estimators," Post-Print hal-03925471, HAL.
- Niu, Xiaotong & Lin, Changao & He, Shanshan & Yang, Youcai, 2025. "Artificial intelligence and enterprise pollution emissions: From the perspective of energy transition," Energy Economics, Elsevier, vol. 144(C).
- Anil Shrestha & Makoto Kakinaka, 2022. "Remittance Inflows and Energy Transition of the Residential Sector in Developing Countries," Sustainability, MDPI, vol. 14(17), pages 1-19, August.
- Qiao, Hongqiang & Kang, Yongwei & Yan, Jixuan & Zhang, Jia & Zheng, Zhiqin & Liang, Qiaoxia, 2023. "What role does trade expansion play in the natural resource sustainability of highly resource-consuming countries? Testing Moderating Role of Exports and Innovation," Resources Policy, Elsevier, vol. 82(C).
- Xia, Aiming & Liu, Qing, 2024. "Modelling the asymmetric impact of fintech, natural resources, and environmental regulations on ecological footprint in G7 countries," Resources Policy, Elsevier, vol. 89(C).
- Khan, Zeeshan & Hossain, Mohammad Razib & Badeeb, Ramez Abubakr & Zhang, Changyong, 2023. "Aggregate and disaggregate impact of natural resources on economic performance: Role of green growth and human capital," Resources Policy, Elsevier, vol. 80(C).
- Sung, Bongsuk, 2019. "Do government subsidies promote firm-level innovation? Evidence from the Korean renewable energy technology industry," Energy Policy, Elsevier, vol. 132(C), pages 1333-1344.
- Wolde-Rufael, Yemane & Mulat-Weldemeskel, Eyob, 2023. "Is natural capital a blessing or a curse for capital accumulation in low income countries?," Resources Policy, Elsevier, vol. 85(PA).
- Adebayo, Tomiwa Sunday & Onifade, Stephen Taiwo & Alola, Andrew Adewale & Muoneke, Obumneke Bob, 2022. "Does it take international integration of natural resources to ascend the ladder of environmental quality in the newly industrialized countries?," Resources Policy, Elsevier, vol. 76(C).
More about this item
Keywords
Supply chain; Energy insecurity; Artificial intelligence; Renewable energy transition;All these keywords.
Statistics
Access and download statisticsCorrections
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:eneeco:v:144:y:2025:i:c:s0140988325002026. 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.elsevier.com/locate/eneco .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.