IDEAS home Printed from https://ideas.repec.org/a/pal/palcom/v11y2024i1d10.1057_s41599-023-02501-4.html
   My bibliography  Save this article

Digital competence in adolescents and young adults: a critical analysis of concomitant variables, methodologies and intervention strategies

Author

Listed:
  • Annika Kreuder

    (RWTH Aachen University
    HSD Hochschule Döpfer)

  • Ulrich Frick

    (HSD Hochschule Döpfer
    Julius-Maximilians-University)

  • Katrin Rakoczy

    (Justus-Liebig University)

  • Sabine J. Schlittmeier

    (RWTH Aachen University)

Abstract

Digital competence (DC) has received increased attention in society, politics and research in recent years. A particular emphasis has been placed on the importance of empowering adolescents and young adults to become digitally competent and sovereign adults, and that this should be achieved, for example, with the help of educational learning approaches. To provide an overview of research trends in this field, we conducted a scoping review and critical analysis of relevant literature on 15–25-year-olds’ DC, determining factors and consequences under research, methodological preferences and evaluated intervention strategies. Both descriptive techniques and quantitative classification methods (latent class and latent profile analyses) were used in summarising the state of the art. After screening 3605 scientific articles, two samples were further investigated: 230 articles on young people’s overall DC and a subsample thereof covering 20 articles on intervention studies. There were four major findings: (1) Contrary to wide-spread expectations, the number of relevant publications on adolescents’ DC displayed a flatter increase than the total growth of articles in the field. (2) A latent class analysis over concomitant variables revealed three subgroups of articles addressing study-specific, educational or so-called digital divide variables. Notably, little attention could be observed with respect to developmental aspects, including psychosocial variables, despite their critical importance for this age cohort. (3) A second classification of articles’ research designs and methodological foci yielded three latent profiles: university students’ DC level, secondary research on secondary students and DC as a predictor in university contexts. (4) Though most articles emphasised the importance of empowering young people in a digital world, only a few scientifically examined intervention concepts could be found, and these were extremely heterogeneous. We conclude that research on young people’s DC, especially that related to fostering their digital abilities, should be intensified.

Suggested Citation

  • Annika Kreuder & Ulrich Frick & Katrin Rakoczy & Sabine J. Schlittmeier, 2024. "Digital competence in adolescents and young adults: a critical analysis of concomitant variables, methodologies and intervention strategies," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-20, December.
  • Handle: RePEc:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-023-02501-4
    DOI: 10.1057/s41599-023-02501-4
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1057/s41599-023-02501-4
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1057/s41599-023-02501-4?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. Rafael Saltos-Rivas & Pavel Novoa-Hernández & Rocío Serrano Rodríguez, 2022. "How Reliable and Valid are the Evaluations of Digital Competence in Higher Education: A Systematic Mapping Study," SAGE Open, , vol. 12(1), pages 21582440211, January.
    2. Lutz Bornmann & Robin Haunschild & Rüdiger Mutz, 2021. "Growth rates of modern science: a latent piecewise growth curve approach to model publication numbers from established and new literature databases," Palgrave Communications, Palgrave Macmillan, vol. 8(1), pages 1-15, December.
    3. Christine Redecker, 2017. "European Framework for the Digital Competence of Educators: DigCompEdu," JRC Research Reports JRC107466, Joint Research Centre.
    4. Rosalía Romero-Tena & Carmen Llorente-Cejudo & María Puig-Gutiérrez & Raquel Barragán-Sánchez, 2021. "The Pandemic and Changes in the Self-Perception of Teacher Digital Competences of Infant Grade Students: A Cross Sectional Study," IJERPH, MDPI, vol. 18(9), pages 1-13, April.
    5. Ester van Laar & Alexander J. A. M. van Deursen & Jan A. G. M. van Dijk & Jos de Haan, 2020. "Determinants of 21st-Century Skills and 21st-Century Digital Skills for Workers: A Systematic Literature Review," SAGE Open, , vol. 10(1), pages 21582440199, January.
    6. Gopesh Anand & Eric C. Larson & Joseph T. Mahoney, 2020. "Thomas Kuhn on Paradigms," Production and Operations Management, Production and Operations Management Society, vol. 29(7), pages 1650-1657, July.
    7. Karmen Stopar & Tomaž Bartol, 2019. "Digital competences, computer skills and information literacy in secondary education: mapping and visualization of trends and concepts," Scientometrics, Springer;Akadémiai Kiadó, vol. 118(2), pages 479-498, February.
    8. Xin Gu & Karen L. Blackmore, 2016. "Recent trends in academic journal growth," Scientometrics, Springer;Akadémiai Kiadó, vol. 108(2), pages 693-716, August.
    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. María Pinto & Rosaura Fernández-Pascual & David Caballero-Mariscal & Dora Sales, 2020. "Information literacy trends in higher education (2006–2019): visualizing the emerging field of mobile information literacy," Scientometrics, Springer;Akadémiai Kiadó, vol. 124(2), pages 1479-1510, August.
    2. Yating Li & Ye Chen & Qiyu Wang, 2021. "Evolution and diffusion of information literacy topics," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(5), pages 4195-4224, May.
    3. P. K. Priyan & Wakara Ibrahimu Nyabakora & Geofrey Rwezimula, 2023. "A bibliometric review of the knowledge base on financial inclusion," SN Business & Economics, Springer, vol. 3(2), pages 1-21, February.
    4. Paweł Ziemba & Mateusz Piwowarski & Kesra Nermend, 2023. "Remote Work in Post-Pandemic Reality—Multi-Criteria Evaluation of Teleconferencing Software," Sustainability, MDPI, vol. 15(13), pages 1-20, June.
    5. Rushan Ziatdinov & James R. Valles, 2022. "Synthesis of Modeling, Visualization, and Programming in GeoGebra as an Effective Approach for Teaching and Learning STEM Topics," Mathematics, MDPI, vol. 10(3), pages 1-16, January.
    6. Ana Teresa Santos & Sandro Mendonça, 2022. "Do papers (really) match journals’ “aims and scope”? A computational assessment of innovation studies," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(12), pages 7449-7470, December.
    7. Núñez-Canal, Margarita & de Obesso, Mª de las Mercedes & Pérez-Rivero, Carlos Alberto, 2022. "New challenges in higher education: A study of the digital competence of educators in Covid times," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    8. Bornmann, Lutz & Haunschild, Robin, 2022. "Empirical analysis of recent temporal dynamics of research fields: Annual publications in chemistry and related areas as an example," Journal of Informetrics, Elsevier, vol. 16(2).
    9. Monica Banzato & Francesca Coin, 2019. "Self-Efficacy in Multimodal Narrative Educational Activities: Explorative Study in a Multicultural and Multilingual Italian Primary School," Media and Communication, Cogitatio Press, vol. 7(2), pages 148-159.
    10. Gabriele Sampagnaro, 2023. "Keyword occurrences and journal specialization," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(10), pages 5629-5645, October.
    11. Irena Sajovic & Bojana Boh Podgornik, 2022. "Bibliometric Analysis of Visualizations in Computer Graphics: A Study," SAGE Open, , vol. 12(1), pages 21582440211, January.
    12. Yahya Fikri & Mohamed Rhalma, 2024. "Artificial Intelligence (AI) in Early Childhood Education (ECE): Do Effects and Interactions Matter?," Post-Print hal-04701470, HAL.
    13. Yu Zhao & María Cruz Sánchez Gómez & Ana María Pinto Llorente & Liping Zhao, 2021. "Digital Competence in Higher Education: Students’ Perception and Personal Factors," Sustainability, MDPI, vol. 13(21), pages 1-17, November.
    14. Francisco-Ignacio Revuelta-Domínguez & Jorge Guerra-Antequera & Alicia González-Pérez & María-Inmaculada Pedrera-Rodríguez & Alberto González-Fernández, 2022. "Digital Teaching Competence: A Systematic Review," Sustainability, MDPI, vol. 14(11), pages 1-15, May.
    15. Lorena Martín-Párraga & Carmen Llorente-Cejudo & Julio Barroso-Osuna, 2023. "Self-Perception of Digital Competence in University Lecturers: A Comparative Study between Universities in Spain and Peru According to the DigCompEdu Model," Societies, MDPI, vol. 13(6), pages 1-14, June.
    16. Liu, Meijun & Hu, Xiao & Wang, Yuandi & Shi, Dongbo, 2018. "Survive or perish: Investigating the life cycle of academic journals from 1950 to 2013 using survival analysis methods," Journal of Informetrics, Elsevier, vol. 12(1), pages 344-364.
    17. Xindi Wang & Zeshui Xu & Xinxin Wang & Marinko Skare, 2022. "A review of inflation from 1906 to 2022: a comprehensive analysis of inflation studies from a global perspective," Oeconomia Copernicana, Institute of Economic Research, vol. 13(3), pages 595-631, September.
    18. Zait, Adriana, 2020. "Academic Publishing – An Annotated Inventory of Challenges and chosen Pathways," MPRA Paper 116499, University Library of Munich, Germany, revised 25 Oct 2020.
    19. de Obesso, Maria de las Mercedes & Núñez-Canal, Margarita & Pérez-Rivero, Carlos Alberto, 2023. "How do students perceive educators' digital competence in higher education?," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    20. Hyunyoung Choi & Soh-Young Chung & Jangwan Ko, 2021. "Rethinking Teacher Education Policy in ICT: Lessons from Emergency Remote Teaching (ERT) during the COVID-19 Pandemic Period in Korea," Sustainability, MDPI, vol. 13(10), pages 1-15, May.

    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:11:y:2024:i:1:d:10.1057_s41599-023-02501-4. 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.