Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
10.1145/3361721.3361726acmotherconferencesArticle/Chapter ViewAbstractPublication PageswipsceConference Proceedingsconference-collections
research-article

Eight-Year-Olds' Conceptions of Computer Viruses: A Quantitative Study

Published: 23 October 2019 Publication History

Abstract

Many eight-year-olds use mobile devices. These devices can be attacked by computer viruses, with possible, serious consequences for device owners. Eight-year-olds do not always learn in schools about the concepts of computer viruses and protection against them, but they may still have everyday conceptions about these concepts: acquired outside schools. However, little is known about whether or not children have these everyday conceptions, and if so, how elaborate they are. This study explores these conceptions among 58 second graders from the Czech Republic, who were not taught about computer viruses in school. The children were interviewed, their correct conceptions were quantitatively scored, and their incorrect notions were noted. The results showed that children had few incorrect notions; however, their understanding was generally low and patchy. Approx. 1/3 of the children knew about the existence of software updates, but -- and this is especially worrying -- almost none of them knew about antiviruses. On a practical level, the results support the idea that the topic of computer viruses should be taught early at the primary education level. On a theoretical level, within cognitive constructivism frameworks, the results indicate that children's understanding has to be developed from scratch rather than by means of reconstructing and/or elaborating already held conceptions (because children appear to bring few prior conceptions to school, neither correct nor incorrect ones).

References

[1]
Balanskat, A. and Engelhardt, K. 2014. Computing our future: Computer programming and coding-Priorities, school curricula and initiatives across Europe. European Schoolnet.
[2]
Barendsen, E., Mannila, L., Demo, B., Grgurina, N., Izu, C., Mirolo, C., Sentance, S., Settle, A. and Stupurienė, G. 2015. Concepts in K-9 computer science education. In Proceedings of the 2015 ITiCSE on working group reports. ACM, 85--116.
[3]
Brinda, T. and Braun, F. 2017. Which Computing-Related Conceptions Do Learners Have About the Design and Operation of Smartphones?: Results of an Interview Study. In Proceedings of the 12th Workshop on Primary and Secondary Computing Education. ACM, 73--81.
[4]
Brinda, T., Kramer, M. and Beeck, Y. 2018. Middle School Learners' Conceptions of Social Networks: Results of an Interview Study. In 18th Koli Calling International Conference on Computing Education Research. ACM, 8 pages.
[5]
Brinda, T. and Terjung, T. 2017. A Database is Like a Dresser With Lots of Sorted Drawers: Secondary School Learners' Conceptions of Relational Databases. In Proceedings of the 12th Workshop on Primary and Secondary Computing Education, E. Barendsen and P. Hubwieser (Eds.). ACM, Nijmegen, Netherlands, 39--48.
[6]
Diethelm, I., Hubwieser, P. and Klaus, R. 2012. Students, teachers and phenomena: Educational reconstruction for computer science education. In Proceedings of the 12th Koli Calling International Conference on Computing Education Research. ACM, 164--173.
[7]
Diethelm, I., Wilken, H. and Zumbrägel, S. 2012. An investigation of secondary school students' conceptions on how the internet works. In Proceedings of the 12th Koli Calling International Conference on Computing Education Research. ACM, 67--73.
[8]
Dinet, J. and Kitajima, M. 2011. Draw me the Web: impact of mental model of the web on information search performance of young users. In The 23rd Conference on l'Interaction Homme-Machine. ACM, 7 pages.
[9]
DiSessa, A. A. 2014. A history of conceptual change research: Threads and fault lines. In The Cambridge Handbook of the Learning Sciences: Second Edition, R. K. Sawyer (Eds.). Cambridge University Press, 88--108.
[10]
DiSessa, A. A. 1993. Toward an epistemology of physics. Cognition and Instruction, 10, 2--3, 105--225.
[11]
Dole, J. A. and Sinatra, G. M. 1998. Reconceptalizing change in the cognitive construction of knowledge. Educational Psychologist, 33, 2-3, 109--128.
[12]
Duit, R., Gropengiesser, H., Kattmann, U., Komorek, M. and Parchmann, I. 2012. The model of educational reconstruction--A framework for improving teaching and learning science. In Science education research and practice in Europe. Sense Publishers, 13--37.
[13]
EUKidsOnline. 2018. EU Kids Online IV - Reports: Children and adolescents on the internet. (As of December 2018, only Italian and Czech reports were available to us from the most recent wave.). http://www.lse.ac.uk/media-and-communications/assets/documents/research/eu-kids-online/reports/Executive-summary-Italy-june-2018.pdf; https://irtis.muni.cz/media/3115505/eu_kids_online_report.pdf. (Accessed: June 3 2019)
[14]
Fraillon, J., Ainley, J., Schulz, W. and Friedman, T. 2014. Preparing for life in a digital age: The IEA International Computer and Information Literacy Study international report. Springer & International Association for the Evaluation of Educational Achievement (IEA).
[15]
Grover, S., Rutstein, D. and Snow, E. 2016. What Is A Computer: What do Secondary School Students Think? In Proceedings of the 47th ACM Technical symposium on computing science education. ACM, 564--569.
[16]
Hubwieser, P., Giannakos, M. N., Berges, M., Brinda, T., Diethelm, I., Magenheim, J., Pal, Y., Jackova, J. and Jasute, E. 2015. A global snapshot of computer science education in K-12 schools. In Proceedings of the 2015 ITiCSE on Working Group Reports. ACM, 65--83.
[17]
Javora, O., Hannemann, T., Stárková, T., Volná, K. and Brom, C. 2019. Children like it more but don't learn more: Effects of esthetic visual design in educational games. British Journal of Educational Technology, 50, 4, 1942--1960.
[18]
Kafai, Y. B. 2008. Understanding virtual epidemics: Children's folk conceptions of a computer virus. Journal of Science Education and Technology, 17, 6, 523--529.
[19]
Lister, R. 2016. Toward a developmental epistemology of computer programming. In Proceedings of the 11th Workshop in primary and secondary computing education. ACM, 5--16.
[20]
Mayer, R. E. 2009. Multimedia Learning. Cambridge University Press.
[21]
McCartney, R. and Tenenberg, J. 2014. Special Issue on Computing Education in (K-12) Schools. ACM Transactions on Computing Education (TOCE), 14, 2.
[22]
OECD. 2015. Students, Computers and Learning. PISA, OECD Publishing.
[23]
Özdemir, G. and Clark, D. B. 2007. An Overview of Conceptual Change Theories. Eurasia Journal of Mathematics, Science & Technology Education, 3, 4, 351--361.
[24]
Papastergiou, M. 2005. Students' mental models of the Internet and their didactical exploitation in informatics education. Education and Information Technologies, 10, 4, 341--360.
[25]
Robertson, J., Manches, A. and Pain, H. 2017. "It's Like a Giant Brain With a Keyboard": Children's Understandings About How Computers Work. Childhood Education, 93, 4, 338--345.
[26]
Rücker, M. T. and Pinkwart, N. 2016. Review and discussion of children's conceptions of computers. Journal of Science Education and Technology, 25, 2, 274--283.
[27]
Sorva, J. 2012. Visual program simulation in introductory programming education. Ph.D. thesis, Aalto University, Aalto University publication series.
[28]
TheRoyalSociety After the reboot: computing education in UK schools. The Royal Society, City, 2017.
[29]
Xinogalos, S. 2015. Object-oriented design and programming: an investigation of novices' conceptions on objects and classes. ACM Transactions on Computing Education (TOCE), 15, 3, Art. No. 13.

Cited By

View all
  • (2024)Equitable Access to Cybersecurity Education: A Case Study of Underserved Middle School StudentsProceedings of the 2024 on Innovation and Technology in Computer Science Education V. 110.1145/3649217.3653581(625-632)Online publication date: 3-Jul-2024
  • (2023)Behind the Screens: The Security & Privacy Advice Landscape of Children in Grades 5 & 6Proceedings of the 18th WiPSCE Conference on Primary and Secondary Computing Education Research10.1145/3605468.3609766(1-2)Online publication date: 27-Sep-2023
  • (2023)Eight-year-olds’ naïve and acquired knowledge about computer viruses: a mixed methods studyInternational Journal of Technology and Design Education10.1007/s10798-023-09847-534:3(903-938)Online publication date: 9-Aug-2023
  • Show More Cited By

Index Terms

  1. Eight-Year-Olds' Conceptions of Computer Viruses: A Quantitative Study

        Recommendations

        Comments

        Information & Contributors

        Information

        Published In

        cover image ACM Other conferences
        WiPSCE '19: Proceedings of the 14th Workshop in Primary and Secondary Computing Education
        October 2019
        127 pages
        ISBN:9781450377041
        DOI:10.1145/3361721
        Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

        In-Cooperation

        • GI: Gesellschaft für Informatik e.V.
        • University of Glasgow: University of Glasgow

        Publisher

        Association for Computing Machinery

        New York, NY, United States

        Publication History

        Published: 23 October 2019

        Permissions

        Request permissions for this article.

        Check for updates

        Author Tags

        1. Primary computing education
        2. antiviruses
        3. computer viruses
        4. conceptions
        5. primary school children
        6. software updates

        Qualifiers

        • Research-article
        • Research
        • Refereed limited

        Funding Sources

        • Charles University
        • Grantová Agentura, Univerzita Karlova

        Conference

        WiPSCE'19

        Acceptance Rates

        WiPSCE '19 Paper Acceptance Rate 23 of 43 submissions, 53%;
        Overall Acceptance Rate 104 of 279 submissions, 37%

        Contributors

        Other Metrics

        Bibliometrics & Citations

        Bibliometrics

        Article Metrics

        • Downloads (Last 12 months)19
        • Downloads (Last 6 weeks)1
        Reflects downloads up to 06 Oct 2024

        Other Metrics

        Citations

        Cited By

        View all
        • (2024)Equitable Access to Cybersecurity Education: A Case Study of Underserved Middle School StudentsProceedings of the 2024 on Innovation and Technology in Computer Science Education V. 110.1145/3649217.3653581(625-632)Online publication date: 3-Jul-2024
        • (2023)Behind the Screens: The Security & Privacy Advice Landscape of Children in Grades 5 & 6Proceedings of the 18th WiPSCE Conference on Primary and Secondary Computing Education Research10.1145/3605468.3609766(1-2)Online publication date: 27-Sep-2023
        • (2023)Eight-year-olds’ naïve and acquired knowledge about computer viruses: a mixed methods studyInternational Journal of Technology and Design Education10.1007/s10798-023-09847-534:3(903-938)Online publication date: 9-Aug-2023
        • (2020)Fostering Knowledge of Computer Viruses among ChildrenProceedings of the 20th Koli Calling International Conference on Computing Education Research10.1145/3428029.3428033(1-9)Online publication date: 19-Nov-2020

        View Options

        Get Access

        Login options

        View options

        PDF

        View or Download as a PDF file.

        PDF

        eReader

        View online with eReader.

        eReader

        Media

        Figures

        Other

        Tables

        Share

        Share

        Share this Publication link

        Share on social media