IDEAS home Printed from https://ideas.repec.org/a/spr/scient/v118y2019i2d10.1007_s11192-018-2990-5.html
   My bibliography  Save this article

Digital competences, computer skills and information literacy in secondary education: mapping and visualization of trends and concepts

Author

Listed:
  • Karmen Stopar

    (University of Ljubljana)

  • Tomaž Bartol

    (University of Ljubljana)

Abstract

Digital competences, computer skills, information literacy and related abilities represent a crucial element in ICT education (Information and Communication Technologies). They are less frequently investigated in the frame of secondary education than in higher education. We assess these contexts in secondary education through science mapping and visualizing techniques, examining publishing patterns and trends. Databases Web of Science (WOS) and Scopus are used. Publishing exhibits logarithmic inverse relationship between rank and frequency (power laws). Only a few chief publications among hundreds account for an important share of all published research. WOS-based visualizations (VOSviewer software) of concepts used in titles, abstracts and keywords show several clusters of research: computer-, information-, as well as digital-related. Further analysis reveals that the major terms which define these clusters predominate in different periods. Computer-related are earlier terms, followed by information-related, and now digital-related. As some concepts mature terminology embraces more trendy novel concepts. Clusters of co-citing and co-cited sources shows differences among publications. Proceedings play an important role as sources of co-citations but are cited more weakly. Both co-citing and co-cited sources exhibit well defined clusters with little convergence between Library and Information Science on one side and Education and Educational Research, and Computer Science on the other even though the respective publications employ similar terminological concepts. The lack of exchange between these research domains calls for more co-operation in order to boost synergy in these critical twenty-first century skills.

Suggested Citation

  • 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.
    • Handle: RePEc:spr:scient:v:118:y:2019:i:2:d:10.1007_s11192-018-2990-5
    DOI: 10.1007/s11192-018-2990-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11192-018-2990-5
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s11192-018-2990-5?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. M. M. Kessler, 1963. "Bibliographic coupling between scientific papers," American Documentation, Wiley Blackwell, vol. 14(1), pages 10-25, January.
    2. Staša Milojević & Cassidy R. Sugimoto & Erjia Yan & Ying Ding, 2011. "The cognitive structure of Library and Information Science: Analysis of article title words," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 62(10), pages 1933-1953, October.
    3. Karmen Stopar & Damjana Drobne & Klemen Eler & Tomaz Bartol, 2016. "Citation analysis and mapping of nanoscience and nanotechnology: identifying the scope and interdisciplinarity of research," Scientometrics, Springer;Akadémiai Kiadó, vol. 106(2), pages 563-581, February.
    4. Henry Small, 1973. "Co‐citation in the scientific literature: A new measure of the relationship between two documents," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 24(4), pages 265-269, July.
    5. Nees Jan Eck & Ludo Waltman, 2010. "Software survey: VOSviewer, a computer program for bibliometric mapping," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(2), pages 523-538, August.
    6. Carlos Olmeda-Gómez & Maria-Antonia Ovalle-Perandones & Antonio Perianes-Rodríguez, 2017. "Co-word analysis and thematic landscapes in Spanish information science literature, 1985–2014," Scientometrics, Springer;Akadémiai Kiadó, vol. 113(1), pages 195-217, October.
    7. Staša Milojević & Cassidy R. Sugimoto & Erjia Yan & Ying Ding, 2011. "The cognitive structure of Library and Information Science: Analysis of article title words," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 62(10), pages 1933-1953, October.
    8. Waltman, Ludo & van Eck, Nees Jan & Noyons, Ed C.M., 2010. "A unified approach to mapping and clustering of bibliometric networks," Journal of Informetrics, Elsevier, vol. 4(4), pages 629-635.
    9. Tomaz Bartol & Karmen Stopar, 2015. "Nano language and distribution of article title terms according to power laws," Scientometrics, Springer;Akadémiai Kiadó, vol. 103(2), pages 435-451, May.
    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. 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.
    2. 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.
    3. Xinxin Wang & Zeshui Xu & Yong Qin, 2022. "Structure, trend and prospect of operational research: a scientific analysis for publications from 1952 to 2020 included in Web of Science database," Fuzzy Optimization and Decision Making, Springer, vol. 21(4), pages 649-672, December.
    4. 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.
    5. Wang, Xinxin & Xu, Zeshui & Qin, Yong & Skare, Marinko, 2021. "Service networks for sustainable business: A dynamic evolution analysis over half a century," Journal of Business Research, Elsevier, vol. 136(C), pages 543-557.
    6. Fernández-Pascual, Rosaura & Marín Jiménez, Ana & Pilar Fernández- Sánchez, María, 2021. "Visualisation of Perception of Experiential Activities in Business and Administration and Economy," Proceedings of the ENTRENOVA - ENTerprise REsearch InNOVAtion Conference (2021), Hybrid Conference, Zagreb, Croatia, in: Proceedings of the ENTRENOVA - ENTerprise REsearch InNOVAtion Conference, Hybrid Conference, Zagreb, Croatia, 9-10 September 2021, pages 277-285, IRENET - Society for Advancing Innovation and Research in Economy, Zagreb.
    7. 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.
    8. Irena Sajovic & Bojana Boh Podgornik, 2022. "Bibliometric Analysis of Visualizations in Computer Graphics: A Study," SAGE Open, , vol. 12(1), pages 21582440211, January.
    9. Bo Li & Zeshui Xu, 2021. "Insights into financial technology (FinTech): a bibliometric and visual study," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-28, December.
    10. 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.
    11. Li Zhao & Zhi-ying Tang & Xin Zou, 2019. "Mapping the Knowledge Domain of Smart-City Research: A Bibliometric and Scientometric Analysis," Sustainability, MDPI, vol. 11(23), pages 1-28, November.
    12. Sobodić, Aleksandra & Balaban, Igor & Granić, Andrina, 2024. "The impact of usability factors on continuance intention to use the system for acquisition and evaluation of digital competences in the domain of education," Technology in Society, Elsevier, vol. 77(C).
    13. Xu, Zeshui & Wang, Xindi & Wang, Xinxin & Skare, Marinko, 2021. "A comprehensive bibliometric analysis of entrepreneurship and crisis literature published from 1984 to 2020," Journal of Business Research, Elsevier, vol. 135(C), pages 304-318.

    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. Raymundo das Neves Machado & Benjamín Vargas-Quesada & Jacqueline Leta, 2016. "Intellectual structure in stem cell research: exploring Brazilian scientific articles from 2001 to 2010," Scientometrics, Springer;Akadémiai Kiadó, vol. 106(2), pages 525-537, February.
    3. Ying Huang & Wolfgang Glänzel & Lin Zhang, 2021. "Tracing the development of mapping knowledge domains," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(7), pages 6201-6224, July.
    4. Lin, Yiling & Evans, James A. & Wu, Lingfei, 2022. "New directions in science emerge from disconnection and discord," Journal of Informetrics, Elsevier, vol. 16(1).
    5. Yuen-Hsien Tseng & Ming-Yueh Tsay, 2013. "Journal clustering of library and information science for subfield delineation using the bibliometric analysis toolkit: CATAR," Scientometrics, Springer;Akadémiai Kiadó, vol. 95(2), pages 503-528, May.
    6. Patrick Röhm, 2018. "Exploring the landscape of corporate venture capital: a systematic review of the entrepreneurial and finance literature," Management Review Quarterly, Springer, vol. 68(3), pages 279-319, August.
    7. Rons, Nadine, 2018. "Bibliometric approximation of a scientific specialty by combining key sources, title words, authors and references," Journal of Informetrics, Elsevier, vol. 12(1), pages 113-132.
    8. Igors Skute & Kasia Zalewska-Kurek & Isabella Hatak & Petra Weerd-Nederhof, 2019. "Mapping the field: a bibliometric analysis of the literature on university–industry collaborations," The Journal of Technology Transfer, Springer, vol. 44(3), pages 916-947, June.
    9. Ratikant Bhaskar & Okey Peter Onyia & Dharen Kumar Pandey & S. Ananda, 2023. "Navigating the complexities of financial services marketing through a bibliometric analysis of the Journal of Financial Services Marketing (2009–2022)," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 28(4), pages 724-747, December.
    10. Yan, Erjia & Ding, Ying & Milojević, Staša & Sugimoto, Cassidy R., 2012. "Topics in dynamic research communities: An exploratory study for the field of information retrieval," Journal of Informetrics, Elsevier, vol. 6(1), pages 140-153.
    11. Pin Li & Guoli Yang & Chuanqi Wang, 2019. "Visual topical analysis of library and information science," Scientometrics, Springer;Akadémiai Kiadó, vol. 121(3), pages 1753-1791, December.
    12. B. Elango, 2019. "A Bibliometric Analysis of Franchising Research (1988–2017)," Journal of Entrepreneurship and Innovation in Emerging Economies, Entrepreneurship Development Institute of India, vol. 28(2), pages 223-249, September.
    13. Adam Kozakiewicz & Andrzej Lis, 2021. "Energy Efficiency in Cloud Computing: Exploring the Intellectual Structure of the Research Field and Its Research Fronts with Direct Citation Analysis," Energies, MDPI, vol. 14(21), pages 1-17, October.
    14. Rodolfo Modrigais Strauss Nunes & Susana Carla Farias Pereira, 2022. "Intellectual structure and trends in the humanitarian operations field," Annals of Operations Research, Springer, vol. 319(1), pages 1099-1157, December.
    15. Juan J. Nájera-Sánchez, 2019. "A Systematic Review of Sustainable Banking through a Co-Word Analysis," Sustainability, MDPI, vol. 12(1), pages 1-23, December.
    16. Piñeiro-Chousa, Juan & López-Cabarcos, M. Ángeles & Romero-Castro, Noelia María & Pérez-Pico, Ada María, 2020. "Innovation, entrepreneurship and knowledge in the business scientific field: Mapping the research front," Journal of Business Research, Elsevier, vol. 115(C), pages 475-485.
    17. Filippo Corsini & Rafael Laurenti & Franziska Meinherz & Francesco Paolo Appio & Luca Mora, 2019. "The Advent of Practice Theories in Research on Sustainable Consumption: Past, Current and Future Directions of the Field," Sustainability, MDPI, vol. 11(2), pages 1-19, January.
    18. Giovanni Matteo & Pierfrancesco Nardi & Stefano Grego & Caterina Guidi, 2018. "Bibliometric analysis of Climate Change Vulnerability Assessment research," Environment Systems and Decisions, Springer, vol. 38(4), pages 508-516, December.
    19. Lilian Cervo Cabrera & Carlos Eduardo Caldarelli & Marcia Regina Gabardo Camara, 2020. "Mapping collaboration in international coffee certification research," Scientometrics, Springer;Akadémiai Kiadó, vol. 124(3), pages 2597-2618, September.
    20. Ignacio Rodríguez-Rodríguez & José-Víctor Rodríguez & Niloofar Shirvanizadeh & Andrés Ortiz & Domingo-Javier Pardo-Quiles, 2021. "Applications of Artificial Intelligence, Machine Learning, Big Data and the Internet of Things to the COVID-19 Pandemic: A Scientometric Review Using Text Mining," IJERPH, MDPI, vol. 18(16), pages 1-29, August.

    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:spr:scient:v:118:y:2019:i:2:d:10.1007_s11192-018-2990-5. 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: http://www.springer.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.