IDEAS home Printed from https://ideas.repec.org/a/pal/palcom/v12y2025i1d10.1057_s41599-025-04401-1.html
   My bibliography  Save this article

Bibliometric analysis and systematic review of digital competence in education

Author

Listed:
  • Huiling Ma

    (College of Arts and Sciences
    Universiti Putra Malaysia)

  • Lilliati Ismail

    (Universiti Putra Malaysia)

Abstract

The ubiquity of digital technologies has profoundly transformed communication and education in the 21st century, making the development of digital competence essential for both teachers and students to be prepared for the digital age. However, existing reviews predominantly focus on the teachers’ perspective with a limited scope and methodology. This literature review combines bibliometric analysis and systematic literature review to provide a comprehensive analysis of existing research. Bibliometric analysis evaluates performance and science mapping to identify influential journals, countries, and authors while visualizing trends in the field. Content analysis identifies five major themes: (1) digital competence levels, (2) factors and variables, (3) digital competence and teacher education, (4) students’ digital competence, and (5) digital competence and academic performance. The study also outlines seven future research directions: (1) integrating digital competence into curricula, (2) initial training in digital competence for future professions, (3) subject-specific development, (4) expanding research samples to include younger students, (5) addressing limitations of self-assessment, (6) understanding the needs of teachers and students, and (7) strengthening administrative support. Overall, the review highlights challenges in measuring digital competence and underscores the need for its integration into education systems, offering insights into opportunities for future research.

Suggested Citation

  • Huiling Ma & Lilliati Ismail, 2025. "Bibliometric analysis and systematic review of digital competence in education," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-17, December.
  • Handle: RePEc:pal:palcom:v:12:y:2025:i:1:d:10.1057_s41599-025-04401-1
    DOI: 10.1057/s41599-025-04401-1
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41599-025-04401-1
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1057/s41599-025-04401-1?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. Neal R. Haddaway & Matthew J. Page & Chris C. Pritchard & Luke A. McGuinness, 2022. "PRISMA2020: An R package and Shiny app for producing PRISMA 2020‐compliant flow diagrams, with interactivity for optimised digital transparency and Open Synthesis," Campbell Systematic Reviews, John Wiley & Sons, vol. 18(2), June.
    2. Donthu, Naveen & Kumar, Satish & Mukherjee, Debmalya & Pandey, Nitesh & Lim, Weng Marc, 2021. "How to conduct a bibliometric analysis: An overview and guidelines," Journal of Business Research, Elsevier, vol. 133(C), pages 285-296.
    3. Aria, Massimo & Cuccurullo, Corrado, 2017. "bibliometrix: An R-tool for comprehensive science mapping analysis," Journal of Informetrics, Elsevier, vol. 11(4), pages 959-975.
    4. Duong, Quang Huy & Zhou, Li & Meng, Meng & Nguyen, Truong Van & Ieromonachou, Petros & Nguyen, Duy Tiep, 2022. "Understanding product returns: A systematic literature review using machine learning and bibliometric analysis," International Journal of Production Economics, Elsevier, vol. 243(C).
    5. Verónica Marín-Díaz & Irma Riquelme & Julio Cabero-Almenara, 2020. "Uses of ICT Tools from the Perspective of Chilean University Teachers," Sustainability, MDPI, vol. 12(15), pages 1-12, July.
    6. Matthew J Page & Joanne E McKenzie & Patrick M Bossuyt & Isabelle Boutron & Tammy C Hoffmann & Cynthia D Mulrow & Larissa Shamseer & Jennifer M Tetzlaff & Elie A Akl & Sue E Brennan & Roger Chou & Jul, 2021. "The PRISMA 2020 statement: An updated guideline for reporting systematic reviews," PLOS Medicine, Public Library of Science, vol. 18(3), pages 1-15, March.
    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. Hasan, Morshadul & Hoque, Ariful & Abedin, Mohammad Zoynul & Gasbarro, Dominic, 2024. "FinTech and sustainable development: A systematic thematic analysis using human- and machine-generated processing," International Review of Financial Analysis, Elsevier, vol. 95(PC).
    2. Marino-Romero, Jorge Alberto & Palos-Sánchez, Pedro R. & Velicia-Martín, Félix, 2024. "Evolution of digital transformation in SMEs management through a bibliometric analysis," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
    3. Lim, Weng Marc & Kumar, Satish & Donthu, Naveen, 2024. "How to combine and clean bibliometric data and use bibliometric tools synergistically: Guidelines using metaverse research," Journal of Business Research, Elsevier, vol. 182(C).
    4. Azin Yazdi & Sunder Ramachandran & Hoda Mohsenifard & Khaled Nawaser & Faraz Sasani & Behrooz Gharleghi, 2024. "The Ebb and Flow of Brand Loyalty: A 28-Year Bibliometric and Content Analysis," Papers 2402.13177, arXiv.org.
    5. Shuangqing Sheng & Wei Song & Hua Lian & Lei Ning, 2022. "Review of Urban Land Management Based on Bibliometrics," Land, MDPI, vol. 11(11), pages 1-25, November.
    6. Charlie Karlsson & Björn Hammarsssfelt, 2025. "The growth and development of Nordic regional science research 1982–2022: bibliometric evidence from thirteen regional science journals," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 74(1), pages 1-36, March.
    7. Ying Liang & Wei Song, 2022. "Ecological and Environmental Effects of Land Use and Cover Changes on the Qinghai-Tibetan Plateau: A Bibliometric Review," Land, MDPI, vol. 11(12), pages 1-23, November.
    8. Lanzalonga Federico & Chmet Federico & Petrolo Basilio & Brescia Valerio, 2023. "Exploring Diversity Management to Avoid Social Washing and Pinkwashing: Using Bibliometric Analysis to Shape Future Research Directions," Journal of Intercultural Management, Sciendo, vol. 15(1), pages 41-65, March.
    9. Dennis Opoku Boadu & Justice Kwame Appati & Joseph Agyapong Mensah, 2024. "Exploring the Effectiveness of Graph-based Computational Models in COVID-19 Research," SN Operations Research Forum, Springer, vol. 5(3), pages 1-41, September.
    10. Manta Eduard Mihai & Davidescu Adriana Ana Maria & Geambasu Maria Cristina & Florescu Margareta Stela, 2023. "Exploring the research area of direct taxation. An empirical analysis based on bibliometric analysis results," Management & Marketing, Sciendo, vol. 18(s1), pages 355-383, December.
    11. Ajjima Jiravichai & Ruth Banomyong, 2022. "A Proposed Methodology for Literature Review on Operational Risk Management in Banks," Risks, MDPI, vol. 10(5), pages 1-18, May.
    12. Albiona Pestisha & Zoltán Gabnai & Aidana Chalgynbayeva & Péter Lengyel & Attila Bai, 2023. "On-Farm Renewable Energy Systems: A Systematic Review," Energies, MDPI, vol. 16(2), pages 1-25, January.
    13. Zamani, Mehdi & Yalcin, Haydar & Naeini, Ali Bonyadi & Zeba, Gordana & Daim, Tugrul U, 2022. "Developing metrics for emerging technologies: identification and assessment," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    14. Klara Fischer & Giulia Vico & Helena Röcklinsberg & Hans Liljenström & Riccardo Bommarco, 2025. "Progress towards sustainable agriculture hampered by siloed scientific discourses," Nature Sustainability, Nature, vol. 8(1), pages 66-74, January.
    15. Dušan Nikolić & Dragan Ivanović & Lidija Ivanović, 2024. "An open-source tool for merging data from multiple citation databases," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(7), pages 4573-4595, July.
    16. Paul Handro & Bogdan Dima, 2024. "Analyzing Financial Markets Efficiency: Insights from a Bibliometric and Content Review," Journal of Financial Studies, Institute of Financial Studies, vol. 16(9), pages 119-175, May.
    17. Ghousia Jabeen & Gurunadham Goli & Kafila & R. Gobinath, 2024. "A bibliometric review on gender equity in human resource management," Future Business Journal, Springer, vol. 10(1), pages 1-18, December.
    18. Sa Nguyen Tran & Dao Thi Thieu Ha, 2025. "Green banking disclosure: A bibliometric analysis," HO CHI MINH CITY OPEN UNIVERSITY JOURNAL OF SCIENCE - ECONOMICS AND BUSINESS ADMINISTRATION, HO CHI MINH CITY OPEN UNIVERSITY JOURNAL OF SCIENCE, HO CHI MINH CITY OPEN UNIVERSITY, vol. 15(1), pages 20-37.
    19. Cosma, Simona & Cosma, Stefano & Pennetta, Daniela & Rimo, Giuseppe, 2025. "Overcoming the “valleys of death” in advanced therapies: The role of finance," Social Science & Medicine, Elsevier, vol. 366(C).
    20. Satish Kumar & Riya Sureka & Weng Marc Lim & Sachin Kumar Mangla & Nisha Goyal, 2021. "What do we know about business strategy and environmental research? Insights from Business Strategy and the Environment," Business Strategy and the Environment, Wiley Blackwell, vol. 30(8), pages 3454-3469, December.

    More about this item

    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:pal:palcom:v:12:y:2025:i:1:d:10.1057_s41599-025-04401-1. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: https://www.nature.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.