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

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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
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    References listed on IDEAS

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    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.
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