IDEAS home Printed from https://ideas.repec.org/a/ddj/fseeai/y2024i3p418-432.html
   My bibliography  Save this article

Bibliometric Analysis of Artificial Intelligence's Impact on Education: A Comprehensive Overview

Author

Listed:
  • Ina Nimerenco

    (Bucharest University of Economic Studies, Bucharest, Romania)

  • Ana Maria Badea

    (Bucharest University of Economic Studies, Bucharest, Romania)

Abstract

The incorporation of Artificial Intelligence (AI) within the realm of higher education presents novel possibilities, possessing significant capacity to transform pedagogical practices, learning paradigms, and research methodologies by addressing various challenges. This research offers a comprehensive examination of the scholarly terrain concerning the ramifications of AI on educational contexts over the previous decade. The factorial analysis elucidates a heterogeneous and dynamic environment in AI and education research, emphasizing both technological progressions and interdisciplinary synergy. The analysis accentuates the critical role of technological innovations, such as AI instruments, in redefining educational experiences, thereby indicating that this domain is experiencing rapid expansion, with scholars eager to investigate AI’s capacity to enhance educational outcomes. The study posits that forthcoming inquiries should persist in examining artificial intelligence within educational settings through both technical and interdisciplinary perspectives. Collaboration among computer scientists, policymakers, and educators is imperative for nurturing more holistic and scalable AI solutions.

Suggested Citation

  • Ina Nimerenco & Ana Maria Badea, 2024. "Bibliometric Analysis of Artificial Intelligence's Impact on Education: A Comprehensive Overview," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 3, pages 418-432.
    • Handle: RePEc:ddj:fseeai:y:2024:i:3:p:418-432
    DOI: https://doi.org/10.35219/eai15840409470
    as

    Download full text from publisher

    File URL: http://eia.feaa.ugal.ro/images/eia/2024_3/Nimerenco_Badea.pdf
    Download Restriction: no
    File URL: https://libkey.io/https://doi.org/10.35219/eai15840409470?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. William Villegas-Ch & Joselin García-Ortiz & Karen Mullo-Ca & Santiago Sánchez-Viteri & Milton Roman-Cañizares, 2021. "Implementation of a Virtual Assistant for the Academic Management of a University with the Use of Artificial Intelligence," Future Internet, MDPI, vol. 13(4), pages 1-15, April.
    2. Bing Wang & Su-Yan Pan & Ruo-Yu Ke & Ke Wang & Yi-Ming Wei, 2015. "Erratum to: An overview of climate change vulnerability: a bibliometric analysis based on Web of Science database," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 75(2), pages 301-301, February.
    3. Mihaela OPREA, 2011. "University Knowledge Management Tool for Academic Research Activity Evaluation," Informatica Economica, Academy of Economic Studies - Bucharest, Romania, vol. 15(3), pages 58-71.
    4. Chapman, Bruce, 2006. "Income Contingent Loans for Higher Education: International Reforms," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 2, chapter 25, pages 1435-1503, Elsevier.
    5. Bing Wang & Su-Yan Pan & Ruo-Yu Ke & Ke Wang & Yi-Ming Wei, 2014. "An overview of climate change vulnerability: a bibliometric analysis based on Web of Science database," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 74(3), pages 1649-1666, December.
    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. Gallego-Losada, María-Jesús & Montero-Navarro, Antonio & García-Abajo, Elisa & Gallego-Losada, Rocío, 2023. "Digital financial inclusion. Visualizing the academic literature," Research in International Business and Finance, Elsevier, vol. 64(C).
    2. Qilong Shao & Li Peng & Yichan Liu & Yongchang Li, 2023. "A Bibliometric Analysis of Urban Ecosystem Services: Structure, Evolution, and Prospects," Land, MDPI, vol. 12(2), pages 1-23, January.
    3. Wang, Bing & Nistor, Ioan & Murty, Tad & Wei, Yi-Ming, 2014. "Efficiency assessment of hydroelectric power plants in Canada: A multi criteria decision making approach," Energy Economics, Elsevier, vol. 46(C), pages 112-121.
    4. Holman Ospina-Mateus & Leonardo Augusto Quintana Jiménez & Francisco J. Lopez-Valdes & Katherinne Salas-Navarro, 2019. "Bibliometric analysis in motorcycle accident research: a global overview," Scientometrics, Springer;Akadémiai Kiadó, vol. 121(2), pages 793-815, November.
    5. Wang, Bing & Ke, Ruo-Yu & Yuan, Xiao-Chen & Wei, Yi-Ming, 2014. "China׳s regional assessment of renewable energy vulnerability to climate change," Renewable and Sustainable Energy Reviews, Elsevier, vol. 40(C), pages 185-195.
    6. Gedas Baranauskas & Agota Giedrė Raišienė & Renata Korsakienė, 2020. "Mapping the Scientific Research on Mass Customization Domain: A Critical Review and Bibliometric Analysis," JRFM, MDPI, vol. 13(9), pages 1-20, September.
    7. Mandeep Mahendru & Vibha Arora & Ravi Chatterjee & Gagan Deep Sharma & Irum Shahzadi, 2024. "From Over-Tourism to Under-Tourism via COVID-19: Lessons for Sustainable Tourism Management," Evaluation Review, , vol. 48(1), pages 177-210, February.
    8. Luan Santos & Karl Steininger & Marcelle Candido Cordeiro & Johanna Vogel, 2022. "Current Status and Future Perspectives of Carbon Pricing Research in Austria," Sustainability, MDPI, vol. 14(15), pages 1-28, August.
    9. Lingjie Tang & Chang’an Zhang, 2024. "Analysis and Mapping of Scientific Literature on Cross-Cultural Adaptation of Global Immigrants (1963–2022)," SAGE Open, , vol. 14(2), pages 21582440241, May.
    10. Almat Kabyl & Ming Yang & Dhawal Shah & Arshad Ahmad, 2022. "Bibliometric Analysis of Accidental Oil Spills in Ice-Infested Waters," IJERPH, MDPI, vol. 19(22), pages 1-17, November.
    11. Bing Wang & Chao-Qun Cui & Yi-Xin Zhao & Man Chen & Xiao-Chen Yuan, 2019. "Climate change mitigation in the coal mining industry: low-carbon pathways and mine safety indicators," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 95(1), pages 25-38, January.
    12. Ritika Chopra & Anirudh Agrawal & Gagan Deep Sharma & Andreas Kallmuenzer & Laszlo Vasa, 2024. "Uncovering the organizational, environmental, and socio-economic sustainability of digitization: evidence from existing research," Review of Managerial Science, Springer, vol. 18(2), pages 685-709, February.
    13. Paulius Šūmakaris & Deniss Ščeulovs & Renata Korsakienė, 2020. "Current Research Trends on Interrelationships of Eco-Innovation and Internationalisation: A Bibliometric Analysis," JRFM, MDPI, vol. 13(5), pages 1-16, April.
    14. Keke Li & Bofeng Cai & Zhen Wang, 2022. "Accessing the Climate Change Impacts in China through a Literature Mapping," IJERPH, MDPI, vol. 19(20), pages 1-14, October.
    15. Aleixandre-Benavent, Rafael & Aleixandre-Tudó, José Luis & Castelló-Cogollos, Lourdes & Aleixandre, José Luis, 2018. "Trends in global research in deforestation. A bibliometric analysis," Land Use Policy, Elsevier, vol. 72(C), pages 293-302.
    16. Chopra, Ritika & Sharma, Gagan Deep & Pereira, Vijay, 2024. "Identifying Bulls and bears? A bibliometric review of applying artificial intelligence innovations for stock market prediction," Technovation, Elsevier, vol. 135(C).
    17. Hui-Zhen Fu & Ludo Waltman, 2022. "A large-scale bibliometric analysis of global climate change research between 2001 and 2018," Climatic Change, Springer, vol. 170(3), pages 1-21, February.
    18. Paloma Escamilla-Fajardo & Juan Manuel Núñez-Pomar & Vanessa Ratten & Josep Crespo, 2020. "Entrepreneurship and Innovation in Soccer: Web of Science Bibliometric Analysis," Sustainability, MDPI, vol. 12(11), pages 1-22, June.
    19. Vivek Warke & Satish Kumar & Arunkumar Bongale & Ketan Kotecha, 2021. "Sustainable Development of Smart Manufacturing Driven by the Digital Twin Framework: A Statistical Analysis," Sustainability, MDPI, vol. 13(18), pages 1-49, September.
    20. Bing Wang & Hua-Nan Li & Xiao-Chen Yuan & Zhen-Ming Sun, 2017. "Energy Poverty in China: A Dynamic Analysis Based on a Hybrid Panel Data Decision Model," Energies, MDPI, vol. 10(12), pages 1-14, November.

    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:ddj:fseeai:y:2024:i:3:p:418-432. 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: Gianina Mihai (email available below). General contact details of provider: https://edirc.repec.org/data/fegalro.html .

    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.