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Erschienen in: Technology, Knowledge and Learning 3/2020

23.05.2019 | Original research

Unpacking the Inherent Design Principles of Mobile Microlearning

verfasst von: Isa Jahnke, Yen-Mei Lee, Minh Pham, Hao He, Linda Austin

Erschienen in: Technology, Knowledge and Learning | Ausgabe 3/2020

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Abstract

Mobile microlearning targets a new audience of learners: employees and workers outside of offices, using smartphones for flexible, anywhere, anytime training. The term ‘mobile’ emphasizes that the content is made for small screens of smartphones. According to literature and industry reports, micro-lessons are generally between 30 s and 5 min. While research shows that mobile microlearning is a promising approach, it remains unclear how the current systems have been ‘built’: What are the underlying principles of such platforms? The goal of this study was to explore mobile-microlearning platforms and to unpack their inherent design principles. We applied different methods: First, we reviewed literature in both academic publications and industry reports in two iterative rounds. Second, we conducted interviews with industry professionals, e.g., directors and entrepreneurs of mobile- and micro-learning systems. Results show a set of 15 principles regarding technical issues, pedagogical usability of micro-content interaction and sequenced instructional flow. They can be used to detect issues and challenges in existing mobile platforms and may inform meaningful design principles for future development. The results expose that a more critical eye on the learning design implied in the small-screen platforms is needed e.g., future systems may include learning designs for higher order thinking skills.

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Literatur
Zurück zum Zitat Aitchanov, B., Zhaparov, M., & Ibragimov, M. (2018). The research and development of the information system on mobile devices for micro-learning in educational institutes. In 2018 14th international conference on electronics computer and computation (ICECCO) (pp. 1–4). IEEE. Aitchanov, B., Zhaparov, M., & Ibragimov, M. (2018). The research and development of the information system on mobile devices for micro-learning in educational institutes. In 2018 14th international conference on electronics computer and computation (ICECCO) (pp. 1–4). IEEE.
Zurück zum Zitat Asiimwe, E. N., Grönlund, Å., & Hatakka, M. (2017). Practices and challenges in an emerging m-learning environment. International Journal of Education & Development Using Information & Communication Technology,13(1), 103–122. Asiimwe, E. N., Grönlund, Å., & Hatakka, M. (2017). Practices and challenges in an emerging m-learning environment. International Journal of Education & Development Using Information & Communication Technology,13(1), 103–122.
Zurück zum Zitat Bursztyn, N., Shelton, B., Walker, A., & Pederson, J. (2017). Increasing undergraduate interest to learn geoscience with GPS-based augmented reality field trips on Student’s own smartphones. GSA Today,27(6), 4–10. Bursztyn, N., Shelton, B., Walker, A., & Pederson, J. (2017). Increasing undergraduate interest to learn geoscience with GPS-based augmented reality field trips on Student’s own smartphones. GSA Today,27(6), 4–10.
Zurück zum Zitat Carter, J. (2017). Expanding access to learning with mobile digital devices. Journal of Research & Practice for Adult Literacy, Secondary & Basic Education,6(2), 49–54. Carter, J. (2017). Expanding access to learning with mobile digital devices. Journal of Research & Practice for Adult Literacy, Secondary & Basic Education,6(2), 49–54.
Zurück zum Zitat Cates, S., Barron, D., & Ruddiman, P. (2017). MobiLearn go: Mobile microlearning as an active, location-aware game. In Paper presented at the Proceedings of the 19th international conference on human-computer interaction with mobile devices and services. https://doi.org/10.1145/3098279.3122146. Cates, S., Barron, D., & Ruddiman, P. (2017). MobiLearn go: Mobile microlearning as an active, location-aware game. In Paper presented at the Proceedings of the 19th international conference on human-computer interaction with mobile devices and services. https://​doi.​org/​10.​1145/​3098279.​3122146.
Zurück zum Zitat Cerratto-Pargman, T., & Jahnke, I. (2019). Emergent practices and material conditions in learning and teaching with technologies. New York: Springer. Cerratto-Pargman, T., & Jahnke, I. (2019). Emergent practices and material conditions in learning and teaching with technologies. New York: Springer.
Zurück zum Zitat Chee, K. N., Yahaya, N., Ibrahim, N. H., & Hasan, M. N. (2017). Review of mobile learning trends 2010–2015: A meta-analysis. Journal of Educational Technology & Society,20(2), 113–126. Chee, K. N., Yahaya, N., Ibrahim, N. H., & Hasan, M. N. (2017). Review of mobile learning trends 2010–2015: A meta-analysis. Journal of Educational Technology & Society,20(2), 113–126.
Zurück zum Zitat Creswell, J. (2009). Research design. Thousand Oaks: Sage. Creswell, J. (2009). Research design. Thousand Oaks: Sage.
Zurück zum Zitat Dai, H., Tao, Y., & Shi, T. W. (2018). Research on mobile learning and micro course in the big data environment. In Proceedings of the 2nd international conference on e-education, e-business and e-technology (pp. 48–51). ACM. Dai, H., Tao, Y., & Shi, T. W. (2018). Research on mobile learning and micro course in the big data environment. In Proceedings of the 2nd international conference on e-education, e-business and e-technology (pp. 48–51). ACM.
Zurück zum Zitat D’Errico, D. (2016). Mobile learning: What’s it good for? Absolutely everything (that needs to be done now). Workforce Solutions Review,7(3), 11–13. D’Errico, D. (2016). Mobile learning: What’s it good for? Absolutely everything (that needs to be done now). Workforce Solutions Review,7(3), 11–13.
Zurück zum Zitat Ely, M. (1991). Doing qualitative research: Circles within circles. New York: Routledge. Ely, M. (1991). Doing qualitative research: Circles within circles. New York: Routledge.
Zurück zum Zitat Emerson, L., & Berge, Z. (2018). Microlearning: Knowledge management applications and competency-based training in the workplace. Knowledge Management & E-Learning: An International Journal,10(2), 125–132. Emerson, L., & Berge, Z. (2018). Microlearning: Knowledge management applications and competency-based training in the workplace. Knowledge Management & E-Learning: An International Journal,10(2), 125–132.
Zurück zum Zitat Fang, Q. (2018). A study of college english teaching mode in the context of micro-learning. In 2018 International conference on management and education, humanities and social sciences (MEHSS 2018). Atlantis Press. Fang, Q. (2018). A study of college english teaching mode in the context of micro-learning. In 2018 International conference on management and education, humanities and social sciences (MEHSS 2018). Atlantis Press.
Zurück zum Zitat Faulkner, L. (2003). Beyond the five-user assumption: Benefits of increased sample sizes in usability testing. Behavior Research Methods, Instruments, and Computers,35(3), 379–383. Faulkner, L. (2003). Beyond the five-user assumption: Benefits of increased sample sizes in usability testing. Behavior Research Methods, Instruments, and Computers,35(3), 379–383.
Zurück zum Zitat Gagne, R. (1987). Instructional technology foundations. Hillsdale, NJ: Lawrence Erlbaum Association. Gagne, R. (1987). Instructional technology foundations. Hillsdale, NJ: Lawrence Erlbaum Association.
Zurück zum Zitat Gao, B., Wan, Q., Chang, T., & Huang, R. (2019). A framework of learning activity design for flow experience in smart learning environment. In M. Chang, E. Popescu, N.-S. C. Kinshuk, M. Jemni, R. Huang, & D. G. Sampson (Eds.), Foundations and trends in smart learning (pp. 5–14). Singapore: Springer. Gao, B., Wan, Q., Chang, T., & Huang, R. (2019). A framework of learning activity design for flow experience in smart learning environment. In M. Chang, E. Popescu, N.-S. C. Kinshuk, M. Jemni, R. Huang, & D. G. Sampson (Eds.), Foundations and trends in smart learning (pp. 5–14). Singapore: Springer.
Zurück zum Zitat Gassler, G., Hug, T., & Glahn, C. (2004). Integrated micro learning—An outline of the basic method and first results. Interactive Computer Aided Learning,4, 1–7. Gassler, G., Hug, T., & Glahn, C. (2004). Integrated micro learning—An outline of the basic method and first results. Interactive Computer Aided Learning,4, 1–7.
Zurück zum Zitat Göschlberger, B., & Bruck, P. A. (2017). Gamification in mobile and workplace integrated microLearning. In iiWAS’17: The 19th international conference on information integration and web-based applications & services, December 4–6, 2017, Salzburg, Austria. https://doi.org/10.1145/3151759.3151795. Göschlberger, B., & Bruck, P. A. (2017). Gamification in mobile and workplace integrated microLearning. In iiWAS’17: The 19th international conference on information integration and web-based applications & services, December 4–6, 2017, Salzburg, Austria. https://​doi.​org/​10.​1145/​3151759.​3151795.
Zurück zum Zitat Harris, C. W. (2018). Gnowbe—The latest guest to the platform party is distinctly mobile. Journal of Applied Learning and Teaching,1(2), 38–42. Harris, C. W. (2018). Gnowbe—The latest guest to the platform party is distinctly mobile. Journal of Applied Learning and Teaching,1(2), 38–42.
Zurück zum Zitat Howland, J., Jonassen, D., & Marra, R. (2012). Meaningful learning with technology (4th ed.). Boston, MA: Pearson. Howland, J., Jonassen, D., & Marra, R. (2012). Meaningful learning with technology (4th ed.). Boston, MA: Pearson.
Zurück zum Zitat Jacob, S. A., & Furgerson, S. P. (2012). Writing interview protocols and conducting interviews: Tips for students new to the field of qualitative research. The Qualitative Report,17(42), 1–10. Jacob, S. A., & Furgerson, S. P. (2012). Writing interview protocols and conducting interviews: Tips for students new to the field of qualitative research. The Qualitative Report,17(42), 1–10.
Zurück zum Zitat Jahnke, I., Bergstrom, P., Marell-Olsson, E., Hall, L., & Kumar, S. (2017). Digital Didactical Designs as research framework: iPad integration in Nordic schools. Computers & Education, 113, 1–15. Jahnke, I., Bergstrom, P., Marell-Olsson, E., Hall, L., & Kumar, S. (2017). Digital Didactical Designs as research framework: iPad integration in Nordic schools. Computers & Education, 113, 1–15.
Zurück zum Zitat Javorcik, T., & Polasek, R. (2018). The basis for choosing microlearning within the terms of e-learning in the context of student preferences. In 2018 16th international conference on emerging elearning technologies and applications (ICETA) (pp. 237–244). https://doi.org/10.1109/iceta.2018.8572183. Javorcik, T., & Polasek, R. (2018). The basis for choosing microlearning within the terms of e-learning in the context of student preferences. In 2018 16th international conference on emerging elearning technologies and applications (ICETA) (pp. 237–244). https://​doi.​org/​10.​1109/​iceta.​2018.​8572183.
Zurück zum Zitat Jonassen, D. (1996). Computers in the classroom: mindtools for critical thinking. New Jersey: Prentice-Hall. Jonassen, D. (1996). Computers in the classroom: mindtools for critical thinking. New Jersey: Prentice-Hall.
Zurück zum Zitat Kabir, F. S., & Kadage, A. T. (2017). ICTs and educational development: The utilization of mobile phones in distance education in Nigeria. Turkish Online Journal of Distance Education,18(1), 63–76. Kabir, F. S., & Kadage, A. T. (2017). ICTs and educational development: The utilization of mobile phones in distance education in Nigeria. Turkish Online Journal of Distance Education,18(1), 63–76.
Zurück zum Zitat Kaliisa, R., & Picard, M. (2017). A systematic review on mobile learning in higher education: The African perspective. Turkish Online Journal of Educational Technology - TOJET,16(1), 1–18. Kaliisa, R., & Picard, M. (2017). A systematic review on mobile learning in higher education: The African perspective. Turkish Online Journal of Educational Technology - TOJET,16(1), 1–18.
Zurück zum Zitat Kamilali, D., & Sofianopoulou, C. (2015). Microlearning as innovative pedagogy for mobile learning in MOOCs. Madrid: International Association for Development of the Information Society. Kamilali, D., & Sofianopoulou, C. (2015). Microlearning as innovative pedagogy for mobile learning in MOOCs. Madrid: International Association for Development of the Information Society.
Zurück zum Zitat Kolb, D. A. (1984). Experiential learning: Experience as the source of learning and development. New Jersey: Prentice-Hall. Kolb, D. A. (1984). Experiential learning: Experience as the source of learning and development. New Jersey: Prentice-Hall.
Zurück zum Zitat Mamba, T., & Kohda, Y. (2017). Smartphone applications improve high school students’ learning achievements. In Proceedings of the multidisciplinary academic conference (pp. 499–506). Mamba, T., & Kohda, Y. (2017). Smartphone applications improve high school students’ learning achievements. In Proceedings of the multidisciplinary academic conference (pp. 499–506).
Zurück zum Zitat Merriam, S. B., & Tisdell, E. J. (2015). Qualitative research: A guide to design and Implementation. San Francisco: Wiley. Merriam, S. B., & Tisdell, E. J. (2015). Qualitative research: A guide to design and Implementation. San Francisco: Wiley.
Zurück zum Zitat Moore, J., Dickson-Deane, C., & Liu, M. (2014). Designing CMC Courses From a Pedagogical Usability Perspective. In A. Benson (Ed.), Perspective in Instructional Technology and Distance Education (chap. 7, pp. 154–169). Information Age Publishing. Moore, J., Dickson-Deane, C., & Liu, M. (2014). Designing CMC Courses From a Pedagogical Usability Perspective. In A. Benson (Ed.), Perspective in Instructional Technology and Distance Education (chap. 7, pp. 154–169). Information Age Publishing.
Zurück zum Zitat Nielsen, J. (1999). Designing Web Usability: The Practice of Simplicity. Indianapolis: New Riders Publishing. Nielsen, J. (1999). Designing Web Usability: The Practice of Simplicity. Indianapolis: New Riders Publishing.
Zurück zum Zitat Palinkas, L. A., Horwitz, S. M., Green, C. A., Wisdom, J. P., Duan, N., & Hoagwood, K. (2015). Purposeful sampling for qualitative data collection and analysis in mixed method implementation research. Administration and Policy in Mental Health and Mental Health Services Research,42(5), 533–544. https://doi.org/10.1007/s10488-013-0528-y.CrossRef Palinkas, L. A., Horwitz, S. M., Green, C. A., Wisdom, J. P., Duan, N., & Hoagwood, K. (2015). Purposeful sampling for qualitative data collection and analysis in mixed method implementation research. Administration and Policy in Mental Health and Mental Health Services Research,42(5), 533–544. https://​doi.​org/​10.​1007/​s10488-013-0528-y.CrossRef
Zurück zum Zitat Paul, A. M. (2016). Microlearning 101. HR Magazine,61(4), 36. Paul, A. M. (2016). Microlearning 101. HR Magazine,61(4), 36.
Zurück zum Zitat Rajala, L. (2016). Making training mobile (cover story). New Hampshire Business Review,38(3), 1. Rajala, L. (2016). Making training mobile (cover story). New Hampshire Business Review,38(3), 1.
Zurück zum Zitat Rao, M. (2014). Microlearning from the KM perspective (cover story). KM World,23(2), 1–20. Rao, M. (2014). Microlearning from the KM perspective (cover story). KM World,23(2), 1–20.
Zurück zum Zitat Reinhardt, K. S., & Elwood, S. (2019). Promising practices in online training and support: Microlearning and personal learning environments to promote a growth mindset in learners. In Handbook of research on virtual training and mentoring of online instructors (pp. 298–310). https://doi.org/10.4018/978-1-5225-6322-8.ch013. Reinhardt, K. S., & Elwood, S. (2019). Promising practices in online training and support: Microlearning and personal learning environments to promote a growth mindset in learners. In Handbook of research on virtual training and mentoring of online instructors (pp. 298–310). https://​doi.​org/​10.​4018/​978-1-5225-6322-8.​ch013.
Zurück zum Zitat Sauro, J., & Lewis, J. R. (2012). Quantifying the user experience: Practical statistics for user research. Waltham, MA: Morgan Kaufmann. Sauro, J., & Lewis, J. R. (2012). Quantifying the user experience: Practical statistics for user research. Waltham, MA: Morgan Kaufmann.
Zurück zum Zitat Schneegass, C., Terzimehić, N., Nettah, M., & Schneegass, S. (2018). Informing the design of user-adaptive mobile language learning applications. In: Proceedings of the 17th international conference on mobile and ubiquitous multimedia (pp. 233–238). https://doi.org/10.1145/3282894.3282926. Schneegass, C., Terzimehić, N., Nettah, M., & Schneegass, S. (2018). Informing the design of user-adaptive mobile language learning applications. In: Proceedings of the 17th international conference on mobile and ubiquitous multimedia (pp. 233–238). https://​doi.​org/​10.​1145/​3282894.​3282926.
Zurück zum Zitat Shen, C. W., Kuo, C. J., & Ly, P. T. M. (2017). Analysis of social media influencers and trends on online and mobile learning. The International Review of Research in Open and Distributed Learning,18(1), 208–224. Shen, C. W., Kuo, C. J., & Ly, P. T. M. (2017). Analysis of social media influencers and trends on online and mobile learning. The International Review of Research in Open and Distributed Learning,18(1), 208–224.
Zurück zum Zitat Shooriabi, M., & Gilavand, A. (2017). Investigating the use of smartphones for learning purposes by Iranian dental students. Middle East Journal of Family Medicine,15(7), 108–113. Shooriabi, M., & Gilavand, A. (2017). Investigating the use of smartphones for learning purposes by Iranian dental students. Middle East Journal of Family Medicine,15(7), 108–113.
Zurück zum Zitat Skalka, J., & Drlík, M. (2019). Educational model for improving programming skills based on conceptual microlearning framework. In M. E. Auer & T. Tsiatsos (Eds.), The challenges of the digital transformation in education (pp. 923–934). Cham: Springer International Publishing. Skalka, J., & Drlík, M. (2019). Educational model for improving programming skills based on conceptual microlearning framework. In M. E. Auer & T. Tsiatsos (Eds.), The challenges of the digital transformation in education (pp. 923–934). Cham: Springer International Publishing.
Zurück zum Zitat Sun, G., Cui, T., Beydoun, G., Chen, S., Dong, F., Xu, D., et al. (2017). Towards massive data and sparse data in adaptive micro open educational resource recommendation: A study on semantic knowledge base construction and cold start problem. Sustainability,9(6), 898. https://doi.org/10.3390/su9060898.CrossRef Sun, G., Cui, T., Beydoun, G., Chen, S., Dong, F., Xu, D., et al. (2017). Towards massive data and sparse data in adaptive micro open educational resource recommendation: A study on semantic knowledge base construction and cold start problem. Sustainability,9(6), 898. https://​doi.​org/​10.​3390/​su9060898.CrossRef
Zurück zum Zitat Sweller, J. (2008). Cognitive load theory and the use of educational technology. Educational Technology,48(1), 32–35. Sweller, J. (2008). Cognitive load theory and the use of educational technology. Educational Technology,48(1), 32–35.
Zurück zum Zitat Tipton, S. (2017). Maximizing Microlearning. Training,54(3), 58. Tipton, S. (2017). Maximizing Microlearning. Training,54(3), 58.
Zurück zum Zitat Tongdee, P., Srisawat, S., Loyd, R. A., Temnitithikul, B., Phumwiriya, T., & Nimkuntod, P. (2017). Leopold’s Maneuver mobile learning technology for facilitating knowledge application and self-reported confidence of preclinical medical students. Suranaree Journal of Science & Technology,24(1), 99–103. Tongdee, P., Srisawat, S., Loyd, R. A., Temnitithikul, B., Phumwiriya, T., & Nimkuntod, P. (2017). Leopold’s Maneuver mobile learning technology for facilitating knowledge application and self-reported confidence of preclinical medical students. Suranaree Journal of Science & Technology,24(1), 99–103.
Zurück zum Zitat Twum, R. (2017). Utilization of smartphones in science teaching and learning in selected universities in Ghana. Journal of Education and Practice,8(7), 216–228. Twum, R. (2017). Utilization of smartphones in science teaching and learning in selected universities in Ghana. Journal of Education and Practice,8(7), 216–228.
Zurück zum Zitat Vrana, R., Gaščić, D., & Podkonjak, M. (2017). Supporting mobile learning: usability of digital collections in Croatia for use on mobile devices. In 40th jubilee International convention MIPRO 2017. Croatian Society for Information and Communication Technology, Electronics and Microelectronics-MIPRO. Vrana, R., Gaščić, D., & Podkonjak, M. (2017). Supporting mobile learning: usability of digital collections in Croatia for use on mobile devices. In 40th jubilee International convention MIPRO 2017. Croatian Society for Information and Communication Technology, Electronics and Microelectronics-MIPRO.
Zurück zum Zitat Yamamoto, N., & Uchida, N. (2017). Improvement of the interface of smartphone for an active learning with high learning concentration. In 2017 31st international conference on advanced information networking and applications workshops (WAINA) (pp. 531–534). https://doi.org/10.1109/waina.2017.89. Yamamoto, N., & Uchida, N. (2017). Improvement of the interface of smartphone for an active learning with high learning concentration. In 2017 31st international conference on advanced information networking and applications workshops (WAINA) (pp. 531–534). https://​doi.​org/​10.​1109/​waina.​2017.​89.
Zurück zum Zitat Yun, M., & Zhengqiu, L. (2018). Characteristic personnel training and teaching reform via advanced centralized practice courses under the new format of internet. In 2018 13th international conference on computer science education (ICCSE) (pp. 1–5). https://doi.org/10.1109/iccse.2018.8468757. Yun, M., & Zhengqiu, L. (2018). Characteristic personnel training and teaching reform via advanced centralized practice courses under the new format of internet. In 2018 13th international conference on computer science education (ICCSE) (pp. 1–5). https://​doi.​org/​10.​1109/​iccse.​2018.​8468757.
Metadaten
Titel
Unpacking the Inherent Design Principles of Mobile Microlearning
verfasst von
Isa Jahnke
Yen-Mei Lee
Minh Pham
Hao He
Linda Austin
Publikationsdatum
23.05.2019
Verlag
Springer Netherlands
Erschienen in
Technology, Knowledge and Learning / Ausgabe 3/2020
Print ISSN: 2211-1662
Elektronische ISSN: 2211-1670
DOI
https://doi.org/10.1007/s10758-019-09413-w

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