Abstract
Many factors can indicate pupils’ tendencies to be interested in specific fields of study in the future. Examples of such measures are personal interests, which can also evaluate and develop institutional programmes and interventions that can support pupils’ education in computer science. In this work, we report on a study to document characteristic profiles in general interests and study interests, surveying pupil cohorts that attend different activities related to computer science: workshops (compulsory and non-compulsory) and contests related to computer science. We match these interest profiles with the interests of first-semester students of computer science. Pupils attending computer science activities in their leisure time show similar or higher interests in study fields related to studying computer science than the students, differentiating them from pupils attending compulsory workshops. We also show that the relations between general interests and study interests are uniform for pupils and students, helping teachers and syllabus builders promote encouragement towards the interest in computer science.
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Notes
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In this paper we refer to school students as “pupils” and to university students as “students” to clearly distinguish the cohorts.
- 2.
References
European Commission, Brussels, 17 January 2018: Digital Education Action Plan (2018). https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:52018DC0022
Kesselbacher, M., Bollin, A.: Discriminating programming strategies in scratch– making the difference between novice and experienced programmers. In: 14th Workshop in Primary and Secondary Computing Education (WiPSCE 19), 23–25 October 2019, p. 10. ACM, New York (2019)
Reci, E., Bollin, A.: Managing the Quality of Teaching in Computer Science Education. In: 6th Computer Science Education Research Conference (CSERC 17), Helsinki, Finland, p. 10 (2017)
Pasterk, S., Sabitzer, B., Demarle-Meusel, H., Bollin, A.: Informatics-Lab: attracting primary school pupils for computer science. In: Proceedings of the 14th LAC-CEI International Multi-Conference for Engineering, Education, and Technology: Engineering Innovations for Global Sustainability, p. 7 (2016)
Marsh, H.W., Martin, A.J.: Academic self-concept and academic achievement: relations and causal ordering. Br. J. Educ. Psychol. 81(1), 59–77 (2011)
Mujkanovic, A., Bollin, A.: Improving learning outcomes through systematic group reformation - the role of skills and personality in software engineering education. In: 2016 IEEE First International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE), pp. 97–103 (2016)
Bollin, A., Kesselbacher, M., Mößlacher, C.: Ready for computing science? A closer look at personality, interests and self-concept of girls and boys at secondary level. In: Kori, K., Laanpere, M. (eds.) ISSEP 2020. LNCS, vol. 12518, pp. 107–118. Springer, Cham (2020). https://doi.org/10.1007/978-3-030-63212-0_9
OECD: Organisation For Economic Co-Operation and Development. PISA 2006: Naturwissenschaftliche Kompetenzen für die Welt von morgen. OECD Publishing, Paris; Bielefeld, W. Bertelsmann Verlag, Germany (2008)
de Vries, M.J.: The ‘I’ in MINT: a tale of two translations. In: Proceedings of the 11th Workshop in Primary and Secondary Computing Education, WiPSCE 2016, p. 1–4. Association for Computing Machinery, New York (2016)
Begel, A., Ko, A.J.: Learning outside the classroom. In: Fincher, S.A., Robins, A.V. (eds.) The Cambridge Handbook of Computing Education Research. Cambridge University Press, Cambridge (2019)
Holland, J.: Exploring careers with a typology - what we have learned and some new directions; am psychol. Am. Psych 51(4), 397–406 (1996)
Xu, H., Tracey, T.: Stability and change in interests: a longitudinal examination of grades 7 through college. J. Vocat. Behav. 93, 129–138 (2016)
Chen, P.S.D., Simpson, P.: Does personality matter? Applying Holland’s typology to analyze students’ self-selection into science, technology, engineering, and mathematics majors. J. High. Educ. 86, 725–750 (2015)
Usslepp, N., Hübner, N., Stoll, G., Spengler, M., Trautwein, U., Nagengast, B.: Riasec interests and the big five personality traits matter for life success—but do they already matter for educational track choices? J. Pers. 88(5), 1007–1024 (2020)
Babarović, T., Devic, I., Burusic, J.: Fitting the STEM interests of middle schoolchildren into RIASEC structural space. Int. J. Educ. Vocat. Guidance 19, 111–128 (2018)
Bergmann, C., Eder, F.: AIST-R. Allgemeiner Interessen-Struktur-Test mit Umwelt-Struktur-Test (UST-R) – Revision, Manual, 1 edn. Hogrefe (2005)
Yamada, Y., et al.: The impacts of personal characteristic on educational effectiveness in controlled-project based learning on software intensive systems development. In: 2014 IEEE 27th Conference on Software Engineering Education and Training (CSEE&T), pp. 119–128. IEEE (2014)
Kunter, M., et al.: PISA2000: Dokumentation der Erhebungsinstrumente. Materialien aus der Bildungsforschung. General and Study Interests of future CS Students 13, vol. 72 (2002).
Bollin, A., Demarle-Meusel, H., Kesselbacher, M., Mößlacher, C., Rohrer, M., Sylle, J.: The Bebras contest in Austria – do personality, self-concept and general interests play an influential role? In: Pozdniakov, S.N., Dagienė, V. (eds.) ISSEP 2018. LNCS, vol. 11169, pp. 283–294. Springer, Cham (2018). https://doi.org/10.1007/978-3-030-02750-6_22
Schellens, T., Van Keer, H., De Wever, B., Valcke, M.: Student elaborations and knowledge construction in asynchronous discussion groups in secondary education. In: Proceedings of the 8th International Conference for the Learning Sciences, (ICLS 2008), vol. 3, pp. 413–415. International Society of the Learning Sciences (2008)
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Mößlacher, C., Kesselbacher, M., Bollin, A. (2022). A Closer Look at and Confirmation of the General and Study Interests of Future Computer Science Students. In: Passey, D., Leahy, D., Williams, L., Holvikivi, J., Ruohonen, M. (eds) Digital Transformation of Education and Learning - Past, Present and Future. OCCE 2021. IFIP Advances in Information and Communication Technology, vol 642. Springer, Cham. https://doi.org/10.1007/978-3-030-97986-7_8
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