IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v189y2022icp1-12.html

Evaluating the impact of information and communication technology on renewable energy consumption: A spatial econometric approach

Author

Listed:
  • Lv, Zhike
  • Liu, Wangxin
  • Xu, Ting

Abstract

Numerous studies have assessed a variety of factors affecting renewable energy consumption, but the role of information and communication technologies (ICT) in affecting renewable energy consumption is neglected. The aim of this paper is thus to investigate the impact of ICT on renewable energy consumption based on panel data of 90 countries over the period 2000–2014. Moreover, we use the spatial econometric approach to determine whether they have spatial spillover effects. The empirical results show that the development of ICT will increase the consumption of renewable energy. Meanwhile, spatial spillover effects have also been confirmed, specifically, in a particular country, a 1% increase in individuals using the Internet, exports of ICT goods, and imports of ICT goods separately lead to 0.137%, 0.087%, and −0.251% changes in renewable energy consumptions in that country, and 0.380%, −0.155% and 0.485% changes in its neighboring countries.

Suggested Citation

  • Lv, Zhike & Liu, Wangxin & Xu, Ting, 2022. "Evaluating the impact of information and communication technology on renewable energy consumption: A spatial econometric approach," Renewable Energy, Elsevier, vol. 189(C), pages 1-12.
    • Handle: RePEc:eee:renene:v:189:y:2022:i:c:p:1-12
    DOI: 10.1016/j.renene.2022.03.005
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S096014812200283X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.renene.2022.03.005?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Azadeh, A. & Tarverdian, S., 2007. "Integration of genetic algorithm, computer simulation and design of experiments for forecasting electrical energy consumption," Energy Policy, Elsevier, vol. 35(10), pages 5229-5241, October.
    2. Sahar Amidi & Ali Fagheh Majidi, 2020. "Geographic proximity, trade and economic growth: a spatial econometrics approach," Post-Print hal-03529593, HAL.
    3. J. Paul Elhorst & Sandy Fréret, 2009. "Evidence Of Political Yardstick Competition In France Using A Two‐Regime Spatial Durbin Model With Fixed Effects," Journal of Regional Science, Wiley Blackwell, vol. 49(5), pages 931-951, December.
    4. Apergis, Nicholas & Payne, James E., 2010. "Renewable energy consumption and growth in Eurasia," Energy Economics, Elsevier, vol. 32(6), pages 1392-1397, November.
    5. Li, Jinying & Li, Sisi, 2020. "Energy investment, economic growth and carbon emissions in China—Empirical analysis based on spatial Durbin model," Energy Policy, Elsevier, vol. 140(C).
    6. Zhao, Yong & Tang, Kam Ki & Wang, Li-li, 2013. "Do renewable electricity policies promote renewable electricity generation? Evidence from panel data," Energy Policy, Elsevier, vol. 62(C), pages 887-897.
    7. Apergis, Nicholas & Payne, James E., 2010. "Energy consumption and growth in South America: Evidence from a panel error correction model," Energy Economics, Elsevier, vol. 32(6), pages 1421-1426, November.
    8. Sadorsky, Perry, 2009. "Renewable energy consumption and income in emerging economies," Energy Policy, Elsevier, vol. 37(10), pages 4021-4028, October.
    9. Apergis, Nicholas & Payne, James E., 2010. "Coal consumption and economic growth: Evidence from a panel of OECD countries," Energy Policy, Elsevier, vol. 38(3), pages 1353-1359, March.
    10. Mirza, Umar K. & Ahmad, Nasir & Harijan, Khanji & Majeed, Tariq, 2009. "Identifying and addressing barriers to renewable energy development in Pakistan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(4), pages 927-931, May.
    11. Dumas, Marion & Rising, James & Urpelainen, Johannes, 2016. "Political competition and renewable energy transitions over long time horizons: A dynamic approach," Ecological Economics, Elsevier, vol. 124(C), pages 175-184.
    12. Apergis, Nicholas & Payne, James E., 2010. "Renewable energy consumption and economic growth: Evidence from a panel of OECD countries," Energy Policy, Elsevier, vol. 38(1), pages 656-660, January.
    13. Aguirre, Mariana & Ibikunle, Gbenga, 2014. "Determinants of renewable energy growth: A global sample analysis," Energy Policy, Elsevier, vol. 69(C), pages 374-384.
    14. Menz, Fredric C. & Vachon, Stephan, 2006. "The effectiveness of different policy regimes for promoting wind power: Experiences from the states," Energy Policy, Elsevier, vol. 34(14), pages 1786-1796, September.
    15. Vu, Khuong M., 2011. "ICT as a source of economic growth in the information age: Empirical evidence from the 1996-2005 period," Telecommunications Policy, Elsevier, vol. 35(4), pages 357-372, May.
    16. Richards, Garrett & Noble, Bram & Belcher, Ken, 2012. "Barriers to renewable energy development: A case study of large-scale wind energy in Saskatchewan, Canada," Energy Policy, Elsevier, vol. 42(C), pages 691-698.
    17. Marques, António Cardoso & Fuinhas, José Alberto, 2012. "Are public policies towards renewables successful? Evidence from European countries," Renewable Energy, Elsevier, vol. 44(C), pages 109-118.
    18. J. Elhorst, 2010. "Applied Spatial Econometrics: Raising the Bar," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(1), pages 9-28.
    19. Zhao, Xu & Luo, Dongkun, 2017. "Driving force of rising renewable energy in China: Environment, regulation and employment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 68(P1), pages 48-56.
    20. Tolmasquim, Maurício T. & de Barros Correia, Tiago & Addas Porto, Natália & Kruger, Wikus, 2021. "Electricity market design and renewable energy auctions: The case of Brazil," Energy Policy, Elsevier, vol. 158(C).
    21. James P. Lesage, 2008. "An Introduction to Spatial Econometrics," Revue d'économie industrielle, De Boeck Université, vol. 0(3), pages 19-44.
    22. Cadoret, Isabelle & Padovano, Fabio, 2016. "The political drivers of renewable energies policies," Energy Economics, Elsevier, vol. 56(C), pages 261-269.
    23. Marques, António C. & Fuinhas, José A. & Pires Manso, J.R., 2010. "Motivations driving renewable energy in European countries: A panel data approach," Energy Policy, Elsevier, vol. 38(11), pages 6877-6885, November.
    24. Brunnschweiler, Christa N., 2010. "Finance for renewable energy: an empirical analysis of developing and transition economies," Environment and Development Economics, Cambridge University Press, vol. 15(3), pages 241-274, June.
    25. Shahiduzzaman, Md. & Alam, Khorshed, 2014. "The long-run impact of Information and Communication Technology on economic output: The case of Australia," Telecommunications Policy, Elsevier, vol. 38(7), pages 623-633.
    26. Pao, Hsiao-Tien & Fu, Hsin-Chia, 2013. "Renewable energy, non-renewable energy and economic growth in Brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 381-392.
    27. Lars-Hendrik Roller & Leonard Waverman, 2001. "Telecommunications Infrastructure and Economic Development: A Simultaneous Approach," American Economic Review, American Economic Association, vol. 91(4), pages 909-923, September.
    28. Nguyen, Kim Hanh & Kakinaka, Makoto, 2019. "Renewable energy consumption, carbon emissions, and development stages: Some evidence from panel cointegration analysis," Renewable Energy, Elsevier, vol. 132(C), pages 1049-1057.
    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. Yi, Jiahui & Dai, Sheng & Li, Lin & Cheng, Jinhua, 2024. "How does digital economy development affect renewable energy innovation?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 192(C).
    2. Huiping Wang & Peiling Liu, 2023. "Spatial Correlation Network of Energy Consumption and Its Influencing Factors in the Yangtze River Delta Urban Agglomeration," Sustainability, MDPI, vol. 15(4), pages 1-20, February.
    3. Nurcan Kilinc‐Ata & Maya Puspa Rahman, 2025. "Digitalization and financial development contribution to the green energy transition in Malaysia: Findings from the BARDL approach," Natural Resources Forum, Blackwell Publishing, vol. 49(3), pages 2775-2793, August.
    4. Chaoqun Fan & Ahmed Usman, 2024. "How Does Renewable Energy Respond to Financial Globalization and Information and Communications Technology Trade?," Energies, MDPI, vol. 17(3), pages 1-18, February.
    5. Fambeu, Ariel Herbert & Yomi, Patricia Tchawa, 2024. "Do ICTs promote the renewable energy consumption? The moderating effects of economic growth and structural transformation in Africa," International Economics, Elsevier, vol. 180(C).
    6. Shuai Che & Jun Wang, 2025. "Can Chinese families climb the energy ladder? New evidence from Internet use," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(7), pages 16267-16293, July.
    7. Nan, Shijing & Huo, Yuchen & Lee, Chien-Chiang, 2023. "Assessing the role of globalization on renewable energy consumption: New evidence from a spatial econometric analysis," Renewable Energy, Elsevier, vol. 215(C).
    8. Lin, Boqiang & Huang, Chenchen, 2023. "Promoting variable renewable energy integration: The moderating effect of digitalization," Applied Energy, Elsevier, vol. 337(C).
    9. He, Ruifang & Liao, Xianchun & Xu, Yujie, 2025. "How does digital transformation affect high-quality development of China's power industry," Renewable and Sustainable Energy Reviews, Elsevier, vol. 217(C).
    10. Li, Wei & Cao, Ning & Xiang, Zejia, 2023. "Drivers of renewable energy transition: The role of ICT, human development, financialization, and R&D investment in China," Renewable Energy, Elsevier, vol. 206(C), pages 441-450.
    11. Alsagr, Naif & Ozturk, Ilhan, 2024. "How do energy security risk and ICT affect green investment?," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1044-1055.
    12. Jianjun Kang & Delin Huang, 2023. "Examining the Effect of Privatization on Renewable Energy Consumption in the Digital Economy under Economic Patriotism: A Nonlinear Perspective," Sustainability, MDPI, vol. 15(7), pages 1-13, March.
    13. Xueyang Wang & Xiumei Sun & Mahmood Ahmad & Jiawei Chen, 2024. "RETRACTED ARTICLE: Towards high-quality energy development: role of trade liberalization," Economic Change and Restructuring, Springer, vol. 57(1), pages 1-36, February.
    14. Lee, Chien-Chiang & Chen, Mei-Ping & Yuan, Zihao, 2023. "Is information and communication technology a driver for renewable energy?," Energy Economics, Elsevier, vol. 124(C).
    15. Wang, Huiping & Liu, Peiling, 2023. "Spatial correlation network of renewable energy consumption and its influencing factors: Evidence from 31 Chinese provinces," Renewable Energy, Elsevier, vol. 217(C).
    16. Wang, Chonghao & Lin, Boqiang, 2024. "Does industrial relocation impact green economic efficiency? Evidence from China’s energy-intensive industries," Research in International Business and Finance, Elsevier, vol. 70(PB).
    17. Topa Răzvan, 2024. "Correlation between Economic Growth and Carbon Emissions in the Context of the Transition to a Zero-Carbon Economy," Proceedings of the International Conference on Business Excellence, Sciendo, vol. 18(1), pages 1486-1494.
    18. Huang, Chenchen & Lin, Boqiang, 2024. "How digital economy index selection and model uncertainty will affect energy green transition," Energy Economics, Elsevier, vol. 136(C).
    19. Xiaoling Zhang & Zhiwei Pan & Decai Tang & Zixuan Deng & Valentina Boamah, 2023. "Impact of Environmental Regulation and Industrial Agglomeration on Carbon Emissions in the Yangtze River Economic Belt," Sustainability, MDPI, vol. 15(10), pages 1-18, May.

    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. Papież, Monika & Śmiech, Sławomir & Frodyma, Katarzyna, 2018. "Determinants of renewable energy development in the EU countries. A 20-year perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 91(C), pages 918-934.
    2. Shahnazi, Rouhollah & Dehghan Shabani, Zahra, 2020. "Do renewable energy production spillovers matter in the EU?," Renewable Energy, Elsevier, vol. 150(C), pages 786-796.
    3. Atif Maqbool Khan & Jacek Kwiatkowski & Magdalena Osińska & Marcin Błażejowski, 2021. "Factors of Renewable Energy Consumption in the European Countries—The Bayesian Averaging Classical Estimates Approach," Energies, MDPI, vol. 14(22), pages 1-24, November.
    4. Bourcet, Clémence, 2020. "Empirical determinants of renewable energy deployment: A systematic literature review," Energy Economics, Elsevier, vol. 85(C).
    5. Gosens, Jorrit & Hedenus, Fredrik & Sandén, Björn A., 2017. "Faster market growth of wind and PV in late adopters due to global experience build-up," Energy, Elsevier, vol. 131(C), pages 267-278.
    6. Wang, Ying & Zhang, Dayong & Ji, Qiang & Shi, Xunpeng, 2020. "Regional renewable energy development in China: A multidimensional assessment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 124(C).
    7. Ghazouani, Tarek, 2022. "Dynamic impact of globalization on renewable energy consumption: Non-parametric modelling evidence," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    8. Demir, Caner & Cergibozan, Raif, 2020. "Does alternative energy usage converge across Oecd countries?," Renewable Energy, Elsevier, vol. 146(C), pages 559-567.
    9. Uzar, Umut, 2020. "Political economy of renewable energy: Does institutional quality make a difference in renewable energy consumption?," Renewable Energy, Elsevier, vol. 155(C), pages 591-603.
    10. Baye, Richmond Silvanus & Ahenkan, Albert & Darkwah, Samuel, 2021. "Renewable energy output in sub Saharan Africa," Renewable Energy, Elsevier, vol. 174(C), pages 705-714.
    11. Pao, Hsiao-Tien & Fu, Hsin-Chia, 2013. "The causal relationship between energy resources and economic growth in Brazil," Energy Policy, Elsevier, vol. 61(C), pages 793-801.
    12. Escoffier, Margaux & Hache, Emmanuel & Mignon, Valérie & Paris, Anthony, 2021. "Determinants of solar photovoltaic deployment in the electricity mix: Do oil prices really matter?," Energy Economics, Elsevier, vol. 97(C).
    13. Wang, Qiang & Li, Shuyu & Pisarenko, Zhanna, 2020. "Heterogeneous effects of energy efficiency, oil price, environmental pressure, R&D investment, and policy on renewable energy -- evidence from the G20 countries," Energy, Elsevier, vol. 209(C).
    14. Barnea, Gil & Hagemann, Christian & Wurster, Stefan, 2022. "Policy instruments matter: Support schemes for renewable energy capacity in worldwide comparison," Energy Policy, Elsevier, vol. 168(C).
    15. Shang, Yunfeng & Han, Ding & Gozgor, Giray & Mahalik, Mantu Kumar & Sahoo, Bimal Kishore, 2022. "The impact of climate policy uncertainty on renewable and non-renewable energy demand in the United States," Renewable Energy, Elsevier, vol. 197(C), pages 654-667.
    16. Marra, Alessandro & Colantonio, Emiliano, 2021. "The path to renewable energy consumption in the European Union through drivers and barriers: A panel vector autoregressive approach," Socio-Economic Planning Sciences, Elsevier, vol. 76(C).
    17. Adewuyi, Adeolu O. & Awodumi, Olabanji B., 2017. "Renewable and non-renewable energy-growth-emissions linkages: Review of emerging trends with policy implications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 275-291.
    18. Chen, Chaoyi & Pinar, Mehmet & Stengos, Thanasis, 2021. "Determinants of renewable energy consumption: Importance of democratic institutions," Renewable Energy, Elsevier, vol. 179(C), pages 75-83.
    19. Can Şener, Şerife Elif & Sharp, Julia L. & Anctil, Annick, 2018. "Factors impacting diverging paths of renewable energy: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 2335-2342.
    20. Moises Neil V Seriño, 2022. "Energy security through diversification of non-hydro renewable energy sources in developing countries," Energy & Environment, , vol. 33(3), pages 546-561, May.

    More about this item

    Keywords

    ;
    ;
    ;

    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:eee:renene:v:189:y:2022:i:c:p:1-12. 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/renewable-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.