Abstract
Learning throughout the life span relies more and more on using information and communication technology (ICT) to acquire new knowledge and skills in both formal and informal learning environments. Thus, learning to use ICT and using ICT to learn have become major premises for successful participation in educational, professional, social, cultural, and civic life. To keep pace with the rapid development of ICT, people need to be able to update their ICT knowledge and skills continuously. A major conditioning personal characteristic that affects the development and adaptation of ICT skills in a self-regulated way is considered to be ICT engagement. This chapter describes the conceptual origins of this multifaceted construct. At the behavioral level it represents the use of ICT in various contexts, such as at home or at school. Most importantly, from a cognitive-motivational perspective it covers the factors that foster the self-determined and self-regulated use of ICT, such as interest in ICT, ICT self-concept, perceived autonomy in ICT use, and social relatedness in using ICT.
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Notes
- 1.
This chapter expands on a proposal for PISA 2015 international questionnaire options presented to the PISA Governing board (PGB) in April 2012 (Doc.: EDU/PISA/GB(2012)7).
References
Ala-Mutka, K., Punie, Y., & Redecke, C. (2008). Digital competence for lifelong learning. ftp://ftp.jrc.es/pub/EURdoc/EURdoc/JRC48708.TN.pdf. Accessed 03 May 2016.
Birol, C., Bekirogullari, Z., Etci, C., & Dagli, G. (2009). Gender and computer anxiety, motivation, self-confidence, and computer use. Eurasian Journal of Educational Research, 34, 185–198.
Blossfeld, H.-P. (2010). Education across the life course. In German Data Forum (Rat für Sozial- und Wirtschaftsdaten) (Ed.), Building on progress: Expanding the research infrastructure for the social, economic, and behavioral sciences (Vol. 2, pp. 825–840). Opladen: Budrich UniPress.
Byrne, B. M. (1996). Academic self-concept: Its structure, measurement, and relation to academic achievement. In B. A. Bracken (Ed.), Handbook of self-concept (pp. 287–316). New York: Wiley.
Calvani, A., Fini, A., Ranieri, M., & Picci, P. (2012). Are young generations in secondary school digitally competent? A study on Italian teenagers. Computers & Education, 58, 797–807. doi:10.1016/j.compedu.2011.10.004.
Cerasoli, C. P., Nicklin, J. M., & Ford, M. T. (2014). Intrinsic motivation and extrinsic incentives jointly predict performance: A 40-year meta-analysis. Psychological Bulletin, 140, 980–1008. doi:10.1037/a0035661.
Cha, S. E., Jun, S. J., Kwon, D. Y., Kim, H. S., Kim, S. B., Kim, J. M., et al. (2011). Measuring achievement of ICT competency for students in Korea. Computers & Education, 56, 990–1002.
Charlton, J. P. (2002). A factor-analytic investigation of computer “addiction” and engagement. British Journal of Psychology, 93(3), 329–344. doi:10.1348/000712602760146242.
Charlton, J. P., & Birkett, P. E. (1995). The development and validation of the computer apathy and anxiety scale. Journal of Educational Computing Research, 13(1), 41–59.
Christoph, G., Goldhammer, F., Zylka, J., & Hartig, J. (2015). Adolescents’ computer performance: The role of self-concept and motivational aspects. Computers & Education, 81(1), 1–12. doi:10.1016/j.compedu.2014.09.004.
Condie, R., Munro, B., Seagraves L., & Kenesson, S. (2007). The impact of ICT in schools: A landscape review. Becta Research. http://dera.ioe.ac.uk/1627/7/becta_2007_landscapeimpactreview_report_Redacted.pdf. Accessed 03 May 2016.
Cory, S. N., & Pruske, K. A. (2012). Necessary skills for accounting graduates: An exploratory study to determine what the profession wants. Proceedings of the American Society of Business and Behavioral Sciences, 19, 208–218.
Cox, M., Abbott, C., Webb, M., Blakely, B., Beauchamp, T., & Rhodes, V. (2004). ICT and attainment: A review of the research literature: Full report. Coventry/London: Becta/DfES.
Davis, F. D. (1989). Perceived usefulness, perceived ease of use and user acceptance of information technology. MIS Quarterly, 13, 319–340.
Davis, F. D., Bagozzi, R. P., & Warshaw, P. R. (1992). Extrinsic and intrinsic motivation to use computers in the workplace. Journal of Applied Social Psychology, 22(14), 1111–1132. doi:10.1111/j.1559-1816.1992.tb00945.x.
Deci, E. L., & Ryan, R. M. (1980). The empirical exploration of intrinsic motivational processes. In L. Berkowitz (Ed.), Advances in experimental social psychology (Vol. 13, pp. 39–80). New York: Academic.
Deci, E. L., & Ryan, R. M. (1985). Intrinsic motivation and self-determination in human behavior. New York: Plenum.
Deci, E. L., & Ryan, R. M. (1993). Die Selbstbestimmungstheorie der Motivation und ihre Bedeutung für die Pädagogik [The self-determination theory of motivation and its relevance for pedagogy]. Zeitschrift für Pädagogik, 39, 223–238.
Deci, E. L., & Ryan, R. M. (2000). The “What” and “Why” of goal pursuits: Human needs and the self-determination of behavior. Psychological Inquiry: An International Journal for the Advancement of Psychological Theory, 11(4), 227–268. doi:10.1207/S15327965PLI1104_01.
Dickhäuser, O. (2001). Nutzung von Computern: Evidenz für ein Erwartung-Wert-Modell und seine Anwendung zur Erklärung von Geschlechtsunterschieden [Using computers: Evidence for an expectancy-value model and its application in explaining gender differences]. Münster: Waxmann.
Eickelmann, B., Bos, W., & Vennemann, M. (2015). Total digital?: Wie Jugendliche Kompetenzen im Umgang mit neuen Technologien erwerben. Dokumentation der Analysen des Vertiefungsmoduls zu ICILS 2013 [Total digital?: How adolescents acquire competencies to deal with new technology. Results of the in-depth module of ICILS 2013]. Münster: Waxmann.
Eng, T.-S. (2005). The impact of ICT on learning: A review of research. International Education Journal, 6(5), 635–650.
Eshet-Alkalai, Y. (2004). Digital literacy: A conceptual framework for survival skills in the digital era. Journal of Educational Multimedia and Hypermedia, 13, 93–107.
European Commission (2006). Key competences for lifelong learning: A European Framework. Annex of the recommendation of the European Parliament and the Council of 18 December 2006 on key competences for lifelong learning. Official Journal of the European Union, L394. http://www.alfa-trall.eu/wp-content/uploads/2012/01/EU2007-keyCompetencesL3-brochure.pdf. Accessed 03 May 2016.
European Commission (2013). Survey of schools: ICT in education. Benchmarking access, use and attitudes to technology in Europe’s schools. https://ec.europa.eu/digital-single-market/sites/digital-agenda/files/KK-31-13-401-EN-N.pdf. Accessed 03 May 2016.
Feierabend, S., Karg, U., & Rathgeb, T. (2013). 15 Jahre JIM-Studie: Jugend, Information, (Multi-) Media. Studienreihe zum Medienumgang 12- bis 19-Jähriger [15 years JIM study: Youth, information, (multi-)media. Study series on media exposure of 12- to 19-year-olds]. Stuttgart: Medienpädagogischer Forschungsverbund Südwest.
Ferrari, A. (2012). Digital competence in practice: An analysis of frameworks. European Commission, Technical report, 25361. http://ftp.jrc.es/EURdoc/JRC68116.pdf. Accessed 03 May 2016.
Fraillon, J., Ainley, J., Schulz, W., Friedman, T., & Gebhardt, E. (2014). Preparing for life in a digital age: The IEA international computer and information literacy study international report. Cham: Springer.
Fredricks, J. A., Blumenfeld, P. C., & Paris, A. H. (2004). School engagement: Potential of the concept, state of the evidence. Review of Educational Research, 74(1), 59–109. doi:10.3102/00346543074001059.
Gibbs, S., Steel, G., & McKinnon, A. (2014). Are workplace end-user computing skills at a desirable level? A New Zealand perspective. In Proceedings of Twentieth Americas conference on Information Systems, Savannah. https://pdfs.semanticscholar.org/a531/9f705a315f2b93c106da0e0b388c36e9e4ca.pdf. Accessed 28 Apr 2016.
Guthrie, J. T. (1996). Educational contexts for engagement in literacy. The Reading Teacher, 49(6), 432–445.
Guthrie, J. T., & Humenick, N. (2004). Motivating students to read: Evidence for classroom practices that increase reading motivation and achievement. In P. McCardle & V. Chhabra (Eds.), The voice of evidence in reading research (pp. 329–354). Baltimore: Brookes.
Helmke, A., & van Aken, M. A. G. (1995). The causal ordering of academic achievement and self-concept of ability during elementary school: A longitudinal study. Journal of Educational Psychology, 87(4), 624–637. doi:10.1037/0022-0663.87.4.624.
Hidi, S., & Renninger, K. A. (2006). The four-phase model of interest development. Educational Psychologist, 41(2), 111–127. doi:10.1207/s15326985ep4102_4.
Ilomäki, L. (2008). The effects of ICT on school: Teachers’ and students’ perspectives. Doctoral Dissertation, University of Turku, Turku, Finland.
Ilomäki, L., & Rantanen, P. (2007). Intensive use of information and communication technology (ICT) in lower secondary school: Development of student expertise. Computers and Education, 48, 119–136.
Janneck, M., Vincent-Hoeper, S., & Ehrhardt, J. (2013). The computer-related self concept: A gender-sensitive study. International Journal of Social and Organizational Dynamics in IT, 3(3), 1–16. doi:10.4018/ijsodit.2013070101.
Kent, N., & Facer, K. (2004). Different worlds? A comparison of young people’s home and school ICT use. Journal of Computer Assisted Learning, 20, 440–455.
Kim, J. H., Jung, S. Y., & Lee, W. G. (2008). Design of contents for ICT literacy in-service training of teachers in Korea. Computers & Education, 51, 1683–1706.
Korte, W., & Hüsing, T. (2007). Benchmarking access and use of ICT in European schools 2006: Results from head teacher and classroom teacher surveys in 27 European countries. eLearning Papers, 2(1). http://www.openeducationeuropa.eu/sites/default/files/old/media11563.pdf. Accessed 29 Apr 2016.
Kozma, R. B. (2008). Comparative analyses of policies for ICT in education. In J. Voogt & G. Knezek (Eds.), International handbook of information technology in education (pp. 1083–1096). Berlin: Springer Science.
Kozma, R. B. (2009). Transforming education: Assessing and teaching 21st century skills. In F. Scheuermann & J. Björnsson (Eds.), The transition to computer-based assessment: New approaches to skills assessment and implications for large-scale testing (pp. 13–23). Luxembourg: European Communities.
Krapp, A. (2002). Structural and dynamic aspects of interest development: Theoretical considerations from an ontogenetic perspective. Learning and Instruction, 12, 383–409.
LaRose, R., & Eastin, M. S. (2004). A social cognitive theory of internet uses and gratifications: Toward a new model of media attendance. Journal of Broadcasting & Electronic Media, 48, 358–377.
Lennon, M., Kirsch, I., von Davier, M., Wagner, M., & Yamamoto, K. (2003). Feasibility study for the PISA ICT Literacy Assessment, Report to Network A. http://eric.ed.gov/PDFS/ED504154.pdf. Accessed 29 Apr 2016.
Liem, G. A. D., Martin, A. J., Anderson, M., Gibson, R., & Sudamlis, D. (2014). The role of arts-related information and communication technology use in problem solving and achievement: Findings from the programme for international student assessment. Journal of Educational Psychology, 106, 348–363.
Luu, K., & Freeman, J. G. (2011). An analysis of the relationship between information and communication technology (ICT) and scientific literacy in Canada and Australia. Computers & Education, 56, 1072–1082.
Nikou, S. A., & Economides, A. A. (2014). Acceptance of mobile-based assessment from the perspective of self-determination theory of motivation. In 2014 IEEE 14th international conference on Advanced Learning Technologies, Athens, 7–9 July 2014 (pp. 454–458). doi:10.1109/ICALT.2014.136.
OECD (2005). Are students ready for a technology-rich world? What PISA studies tell us. http://www.oecd.org/edu/school/programmeforinternationalstudentassessmentpisa/35995145.pdf. Accessed 29 Apr 2016.
OECD (2009). PISA 2009 assessment framework: Key competencies in reading, mathematics and science. http://www.oecd.org/pisa/pisaproducts/44455820.pdf. Accessed 29 Apr 2016.
OECD (2011). PISA 2009 results: Students on line: Digital technologies and performance (Vol. VI). http://www.oecd.org/pisa/pisaproducts/48270093.pdf. Accessed 29 Apr 2016.
OECD (2013). OECD skills outlook 2013: First results from the survey of adult skills. Paris: OECD Publishing. doi:10.1787/9789264204256-en.
OECD (2015a). Adults, computers and problem solving: What’s the problem? Paris: OECD Publishing. doi:10.1787/9789264236844-en.
OECD (2015b). Students, computers and learning: Making the connection. Paris: PISA, OECD Publishing. doi:10.1787/9789264239555-en.
Pacino, M. A., & Noftle, J. A. (2011). New literacies for global, digital learners. The International Journal of Learning, 18, 477–486.
Pasupathi, M., & Rich, B. (2005). Inattentive listening undermines self-verification in personal storytelling. Journal of Personality, 73, 1051–1086.
Pedersen, S. G., Malmberg, P., Christensen, A. J., Pedersen, M., Nipper, S., Græm, C. D., & Norrgård, J. (2006). E-learning Nordic 2006: The impact of ICT on education. Copenhagen: Ramboll Management. http://www.oph.fi/download/47637_eLearning_Nordic_English.pdf. Accessed 29 Apr 2016.
Pelgrum, W., & Anderson, R. E. (1999). ICT and the emerging paradigm for life-long learning: An IEA educational assessment of infrastructure, goals and practices in twenty-six countries. Amsterdam: The International Association for the Evaluation of Educational Achievement (IEA).
Perrotta, C. (2013). Do school‐level factors influence the educational benefits of digital technology? A critical analysis of teachers’ perceptions. British Journal of Educational Technology, 44, 314–327.
Perrotta, C. (2015). Beyond rational choice: How teacher engagement with technology is mediated by culture and emotions. Education and Information Technologies, 1–16. doi:10.1007/s10639-015-9457-6.
Poynton, T. A. (2005). Computer literacy across the lifespan: A review with implications for educators. Computers in Human Behavior, 21, 861–872.
Prensky, M. (2001). Digital natives, digital immigrants: Part 1. On the Horizon, 9(5), 1–6.
Punie, Y., Zinnbauer, D., & Cabrera, M. (2008). A review of the impact of ICT on learning. Bruxelles: Joint Research Centre (JRC).
Roca, J. C., & Gagné, M. (2008). Understanding e-learning continuance intention in the workplace: A self-determination theory perspective. Computers in Human Behavior, 24(4), 1585–1604. doi:10.1016/j.chb.2007.06.001.
Roehrig, G. H., Kruse, R. A., & Kern, A. (2007). Teacher and school characteristics and their influence on curriculum implementation. Journal of Research in Science Teaching, 44, 883–907.
Ryan, R. M., & Deci, E. L. (2000). Intrinsic and extrinsic motivations: Classic definitions and new directions. Contemporary Educational Psychology, 25, 54–67. doi:10.1006/ceps.1999.1020.
Sáinz, M., & Eccles, J. (2012). Self-concept of computer and math ability: Gender implications across time and within ICT studies. Journal of Vocational Behavior, 80(2), 486–499. doi:10.1016/j.jvb.2011.08.005.
Schiefele, U. (1991). Interest, learning, and motivation. Educational Psychologist, 26(3–4), 299–323. doi:10.1080/00461520.1991.9653136.
Senkbeil, M., & Ihme, J. M. (2014). Kurzskala zur Messung computer- und internetbezogener Motivationen bei jungen Erwachsenen [Short-scale for the assessment of computer- and internet-related motivation of young adults]. Psychologie in Erziehung und Unterricht, 61, 216–230.
Senkbeil, M., & Wittwer, J. (2007). Die Computervertrautheit von Jugendlichen und Wirkungen der Computernutzung auf den fachlichen Kompetenzerwerb [Adolescents’ computer literacy and effects of computer use on competence acquisition]. In PISA-Konsortium Deutschland (Ed.), PISA 2006 – Die Ergebnisse der dritten internationalen Vergleichsstudie (pp. 277–307). Münster: Waxmann.
Senkbeil, M., & Wittwer, J. (2013). The relationship between computer use and educational achievement. In L. Rutkowski, M. von Davier, & D. Rutkowski (Eds.), A handbook of international large-scale assessment: Background, technical issues, and methods of data analysis (pp. 287–298). London: Chapman & Hall.
Spektor-Levy, O., & Granot-Gilat, Y. (2012). The impact of learning with laptops in 1:1 classes on the development of learning skills and information literacy among middle school students. Interdisciplinary Journal of E-Learning and Learning Objects, 8, 83–96.
Stafford, F. T., Stafford, R. M., & Schkade, L. L. (2004). Determining uses and gratifications for the internet. Decision Sciences, 35(2), 259–288.
Tapscott, D. (1999). Growing up digital: The rise of the net generation. New York: McGraw-Hill.
Thoman, D. B., Sansone, C., & Pasupathi, M. (2007). Talking about interest: Exploring the role of social interaction for regulating motivation and the interest experience. Journal of Happiness Studies, 8, 335–370. doi:10.1007/s10902-006-9016-3.
UNESCO (2009). Map** media education policies in the world: Visions, programmes and challenges. Montreal: UNESCO.
Valas, H., & Sovik, N. (1993). Variables affecting students’ intrinsic motivation for school mathematics: Two empirical studies based on Deci and Ryan’s theory of motivation. Learning and Instruction, 3, 281–298.
van Deursen, A. J. A. M., & van Diepen, S. (2013). Information and strategic internet skills of secondary students: A performance test. Computers & Education, 63, 218–226.
van Deursen, A. J. A. M., & van Dijk, J. A. (2009). Using the internet: Skill related problems in users’ online behavior. Interacting with Computers, 21(5), 393–402. doi:10.1016/j.intcom.2009.06.005.
van Dijk, J. (2006). Digital divide research, achievements and shortcomings. Poetics, 34(4–5), 221–235. doi:10.1016/j.poetic.2006.05.004.
Vanderlinde, R., Aesaert, K., & van Braak, J. (2014). Institutionalised ICT use in primary education: A multilevel analysis. Computers & Education, 72, 1–10. doi:10.1016/j.compedu.2013.10.007.
Verhoeven, J. C., Heerwegh, D., & de Wit, K. (2016). ICT learning experience and research orientation as predictors of ICT skills and the ICT use of university students. Education and Information Technologies, 21, 71–103.
Wigfield, A., & Eccles, J. S. (2000). Expectancy-value theory of achievement motivation. Contemporary Educational Psychology, 25(1), 68–81. doi:10.1006/ceps.1999.1015.
Wigfield, A., Guthrie, J. T., Perencevich, K. C., Taboada, A., Klauda, S. L., McRae, A., & Barbosa, P. (2008). The role of reading engagement in mediating effects of reading comprehension instruction on reading outcomes. Psychology in the Schools, 45(5), 432–445. doi:10.1002/pits.20307.
Wittwer, J., & Senkbeil, M. (2008). Is students’ computer use at home related to their mathematical performance at school? Computers & Education, 50, 1558–1571.
Wongyu, L. (2005). A model curriculum for integrating computer science and ICT curriculum. Seoul: Korea Education and Research Information Service (KERIS). KR 2005–29.
Zarrett, N. R., & Malanchuk, O. (2005). Who’s computing? Gender and race differences in young adults’ decisions to pursue an information technology career. New Directions for Child and Adolescent Development, 110, 65–84.
Zylka, J., Christoph, G., Kroehne, U., Hartig, J., & Goldhammer, F. (2015). Moving beyond cognitive elements of ICT literacy: First evidence on the structure of ICT engagement. Computers in Human Behavior, 12(53), 49–160.
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Goldhammer, F., Gniewosz, G., Zylka, J. (2016). ICT Engagement in Learning Environments. In: Kuger, S., Klieme, E., Jude, N., Kaplan, D. (eds) Assessing Contexts of Learning. Methodology of Educational Measurement and Assessment. Springer, Cham. https://doi.org/10.1007/978-3-319-45357-6_13
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