Skip to main content
Erschienen in: Education and Information Technologies 2/2021

18.09.2020

The effectiveness of a virtual fitness trainer app in motivating and engaging students for fitness activity by applying motor learning theory

verfasst von: Nur Azlina Mohamed Mokmin, Nurullizam Jamiat

Erschienen in: Education and Information Technologies | Ausgabe 2/2021

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Based on the study of virtual learning systems, motion learning theory, and instructional design theory, a virtual fitness trainer app named TRAINIME has been developed to be used as one of the tools to teach exercise for fitness education programs. This paper describes the design and development as well as the evaluation of the developed app. The methodology can be divided into two parts, first the design and development activity, and then the evaluation activities. The design and development process were guided by the motor learning theory and focused on the application of observation and random practice learning strategies in teaching fitness exercise. The app contains five virtual fitness trainers that show different movements that target different fitness levels. The effectiveness of the app in terms of the students’ motivation is measured using the Situational Motivational Scale (SIMS) and tested with a group of 54 students from a local higher institute of learning. Their engagement with the activities is measured with a structured interview. The results showed that the students had the motivation to do fitness activities after being in the practice session with the virtual fitness trainers. The respondents found that the activities were interesting, fun, and made them feel good. They were also motivated to follow the activities because they agreed that they had to do it and the activity was important for them. Most of the respondents agreed that the activities had a good effect on their fitness level and easy to follow for their physical activities. The interview revealed that the movements shown to them by the virtual trainers were very useful in engaging them with fitness activities. There are additional recommendations and added functions that should be included before the app can be fully deployed in a bigger market.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Aaptic Inc. (2020). The “New You” In 30 Days. Aaptic Inc. (2020). The “New You” In 30 Days.
Zurück zum Zitat Baddeley, A. D., & Hitch, G. (1974). Baddeley working memory - Google scholar. Psychology of Learning and Motivation, 8, 47–89.CrossRef Baddeley, A. D., & Hitch, G. (1974). Baddeley working memory - Google scholar. Psychology of Learning and Motivation, 8, 47–89.CrossRef
Zurück zum Zitat Bandura, A. (1997). Self-efficacy: The exercise of control. New York: Worth Publishers. Bandura, A. (1997). Self-efficacy: The exercise of control. New York: Worth Publishers.
Zurück zum Zitat Chan, Y. Y., Lim, K. K., Lim, K. H., Teh, C. H., Kee, C. C., Cheong, S. M., Khoo, Y. Y., Baharudin, A., Ling, M. Y., Omar, M. A., & Ahmad, N. A. (2017). Physical activity and overweight/obesity among Malaysian adults: Findings from the 2015 National Health and morbidity survey (NHMS). BMC Public Health, 17(1), 1–12. https://doi.org/10.1186/s12889-017-4772-z.CrossRef Chan, Y. Y., Lim, K. K., Lim, K. H., Teh, C. H., Kee, C. C., Cheong, S. M., Khoo, Y. Y., Baharudin, A., Ling, M. Y., Omar, M. A., & Ahmad, N. A. (2017). Physical activity and overweight/obesity among Malaysian adults: Findings from the 2015 National Health and morbidity survey (NHMS). BMC Public Health, 17(1), 1–12. https://​doi.​org/​10.​1186/​s12889-017-4772-z.CrossRef
Zurück zum Zitat Choi, W., Kim, J., Oh, J., Edge, D., & Lee, U. (2015). Designing group fitness swimming Exergames: A case study. In Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers - UbiComp ‘15 (pp. 221–224). https://doi.org/10.1145/2800835.2800928. Choi, W., Kim, J., Oh, J., Edge, D., & Lee, U. (2015). Designing group fitness swimming Exergames: A case study. In Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers - UbiComp ‘15 (pp. 221–224). https://​doi.​org/​10.​1145/​2800835.​2800928.
Zurück zum Zitat Akker, H. Den, Moualed, L. S., Jones, V. M., & Hermens, H. J. (2011). A self-learning personalized feedback agent for motivating physical activity. In ISABEL ‘11: Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies (pp. 26–29). Barcelona. https://doi.org/10.1145/2093698.2093845. Akker, H. Den, Moualed, L. S., Jones, V. M., & Hermens, H. J. (2011). A self-learning personalized feedback agent for motivating physical activity. In ISABEL ‘11: Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies (pp. 26–29). Barcelona. https://​doi.​org/​10.​1145/​2093698.​2093845.
Zurück zum Zitat Di Tore, P. A., Schiavo, R., & D’Isanto, T. (2016). Physical education, motor control and motor learning: Theoretical paradigms and teaching practices from kindergarten to high school. Journal of physical education and sport, 16, 1293. Journal of Physical Education and Sport, 16(4), 1293–1297. https://doi.org/10.7752/jpes.2016.04205.CrossRef Di Tore, P. A., Schiavo, R., & D’Isanto, T. (2016). Physical education, motor control and motor learning: Theoretical paradigms and teaching practices from kindergarten to high school. Journal of physical education and sport, 16, 1293. Journal of Physical Education and Sport, 16(4), 1293–1297. https://​doi.​org/​10.​7752/​jpes.​2016.​04205.CrossRef
Zurück zum Zitat Draganov, I. R., & Boumbarov, O. L. (2015). Investigating oculus rift virtual reality display applicability to medical assistive system for motor disabled patients. In Proceedings of the 2015 IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2015 (Vol. 2, pp. 751–754). https://doi.org/10.1109/IDAACS.2015.7341403. Draganov, I. R., & Boumbarov, O. L. (2015). Investigating oculus rift virtual reality display applicability to medical assistive system for motor disabled patients. In Proceedings of the 2015 IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, IDAACS 2015 (Vol. 2, pp. 751–754). https://​doi.​org/​10.​1109/​IDAACS.​2015.​7341403.
Zurück zum Zitat Ennis, C. D., & Ennis, C. D. (2017). Research quarterly for exercise and sport educating students for a lifetime of physical activity: enhancing mindfulness, motivation , and meaning educating students for a lifetime of physical activity: enhancing mindfulness, motivation, and meaning. Research Quarterly for Exercise and Sport, 88(3), 241–250. https://doi.org/10.1080/02701367.2017.1342495.CrossRef Ennis, C. D., & Ennis, C. D. (2017). Research quarterly for exercise and sport educating students for a lifetime of physical activity: enhancing mindfulness, motivation , and meaning educating students for a lifetime of physical activity: enhancing mindfulness, motivation, and meaning. Research Quarterly for Exercise and Sport, 88(3), 241–250. https://​doi.​org/​10.​1080/​02701367.​2017.​1342495.CrossRef
Zurück zum Zitat Kelly, P., Matthews, A., & Foster, C. (2012). Young and Physically Active: a blueprint for making physical activity appealing to youth. ISBN 978 92 890 0285 1. Kelly, P., Matthews, A., & Foster, C. (2012). Young and Physically Active: a blueprint for making physical activity appealing to youth. ISBN 978 92 890 0285 1.
Zurück zum Zitat Kohl, H. W., Cook, H. D., Van Dusen, D. P., Kelder, S. H., Kohl, H. W., Ranjit, N., & Perry, C. L. (2013). Educating the study body: Taking physical activity and physical education to school. Journal of school health (Vol. 81). Washington, DC: The National Academies Press. https://doi.org/10.17226/18314.CrossRef Kohl, H. W., Cook, H. D., Van Dusen, D. P., Kelder, S. H., Kohl, H. W., Ranjit, N., & Perry, C. L. (2013). Educating the study body: Taking physical activity and physical education to school. Journal of school health (Vol. 81). Washington, DC: The National Academies Press. https://​doi.​org/​10.​17226/​18314.CrossRef
Zurück zum Zitat Komar, J., Potdevin, F., Chollet, D., Seifert, L., & Komar, J. (2019). Between exploitation and exploration of motor behaviours : Unpacking the constraints-led approach to foster nonlinear learning in physical education learning in physical education. Physical Education and Sport Pedagogy, 24(2), 133–145. https://doi.org/10.1080/17408989.2018.1557133.CrossRef Komar, J., Potdevin, F., Chollet, D., Seifert, L., & Komar, J. (2019). Between exploitation and exploration of motor behaviours : Unpacking the constraints-led approach to foster nonlinear learning in physical education learning in physical education. Physical Education and Sport Pedagogy, 24(2), 133–145. https://​doi.​org/​10.​1080/​17408989.​2018.​1557133.CrossRef
Zurück zum Zitat Kueh, Y. C., Abdullah, N., Chin, N., & Morris, T. (2019). Motivation for Physical Activity among Preadolescent Malay Students in Kelantan , Malaysia. Pertanika Journal of Social Sciences & Humanities, 27(1), 675–683. Kueh, Y. C., Abdullah, N., Chin, N., & Morris, T. (2019). Motivation for Physical Activity among Preadolescent Malay Students in Kelantan , Malaysia. Pertanika Journal of Social Sciences & Humanities, 27(1), 675–683.
Zurück zum Zitat Lucas, G. M., Krämer, N., Peters, C., Taesch, L.-S., Mell, J., Gratch, J., … Gratch, J. (2018). Effects of perceived agency and message tone in responding to a virtual personal trainer. In ACM International Conference on Intelligent Virtual Agents. https://doi.org/10.1145/3171221.3171258. Lucas, G. M., Krämer, N., Peters, C., Taesch, L.-S., Mell, J., Gratch, J., … Gratch, J. (2018). Effects of perceived agency and message tone in responding to a virtual personal trainer. In ACM International Conference on Intelligent Virtual Agents. https://​doi.​org/​10.​1145/​3171221.​3171258.
Zurück zum Zitat Mayer, R. E. (2011). Instructions based on visualizations. In R. E. Mayer & P. A. Alexander (Eds.), Handbook of research on learning (pp. 427–445). New York: Routledge. Mayer, R. E. (2011). Instructions based on visualizations. In R. E. Mayer & P. A. Alexander (Eds.), Handbook of research on learning (pp. 427–445). New York: Routledge.
Zurück zum Zitat Mohammadi, S., Jalaludin, M. Y., Su, T. T., & Dahlui, M. (2019). Determinants of diet and physical activity in Malaysian adolescents : A systematic review. International Journal of Environmental Research and Public Health, 16(603). https://doi.org/10.3390/ijerph16040603. Mohammadi, S., Jalaludin, M. Y., Su, T. T., & Dahlui, M. (2019). Determinants of diet and physical activity in Malaysian adolescents : A systematic review. International Journal of Environmental Research and Public Health, 16(603). https://​doi.​org/​10.​3390/​ijerph16040603.
Zurück zum Zitat Nordin, N. A. M., Yusoff, N. A. H., & Singh, D. K. A. (2019). Facilitating exercise engagement among community dwelling stroke survivors: Is a once per week group session sufficient? International Journal of Environmental Research and Public Health, 16(23). https://doi.org/10.3390/ijerph16234746. Nordin, N. A. M., Yusoff, N. A. H., & Singh, D. K. A. (2019). Facilitating exercise engagement among community dwelling stroke survivors: Is a once per week group session sufficient? International Journal of Environmental Research and Public Health, 16(23). https://​doi.​org/​10.​3390/​ijerph16234746.
Zurück zum Zitat Østerlie, O., Løhre, A., & Haugan, G. (2019). The situational motivational scale (SIMS) in physical education : A validation study among Norwegian adolescents the situational motivational scale (SIMS) in physical education : A validation study among Norwegian adolescents. Cogent Education, 6(1). https://doi.org/10.1080/2331186X.2019.1603613. Østerlie, O., Løhre, A., & Haugan, G. (2019). The situational motivational scale (SIMS) in physical education : A validation study among Norwegian adolescents the situational motivational scale (SIMS) in physical education : A validation study among Norwegian adolescents. Cogent Education, 6(1). https://​doi.​org/​10.​1080/​2331186X.​2019.​1603613.
Zurück zum Zitat Rahim, A. I. A., Ibrahim, M. I., Salim, F. N. A., & Ariffin, M. A. I. (2019). Health information engagement factors in Malaysia: A content analysis of facebook use by the ministry of health in 2016 and 2017. International Journal of Environmental Research and Public Health, 16(4). https://doi.org/10.3390/ijerph16040591. Rahim, A. I. A., Ibrahim, M. I., Salim, F. N. A., & Ariffin, M. A. I. (2019). Health information engagement factors in Malaysia: A content analysis of facebook use by the ministry of health in 2016 and 2017. International Journal of Environmental Research and Public Health, 16(4). https://​doi.​org/​10.​3390/​ijerph16040591.
Zurück zum Zitat Rudd, J. R., O’Callaghan, L., & Williams, J. (2019). Physical education pedagogies built upon theories of movement learning: How can environmental constraints be manipulated to improve children’s executive function and self-regulation skills? International Journal of Environmental Research and Public Health, 16(9). https://doi.org/10.3390/ijerph16091630. Rudd, J. R., O’Callaghan, L., & Williams, J. (2019). Physical education pedagogies built upon theories of movement learning: How can environmental constraints be manipulated to improve children’s executive function and self-regulation skills? International Journal of Environmental Research and Public Health, 16(9). https://​doi.​org/​10.​3390/​ijerph16091630.
Zurück zum Zitat Rudd, J. R., Crotti, M., Fitton-Davies, K., O’Callaghan, L., Bardid, F., Utesch, T., … Foweather, L. (2020). Kill acquisition methods fostering physical literacy in early-physical education (SAMPLE-PE): Rationale and study protocol for a cluster randomized controlled trial in 5–6-year-old children from deprived areas of north West England. Frontiers in Psychology, 11(June). https://doi.org/10.3389/fpsyg.2020.01228. Rudd, J. R., Crotti, M., Fitton-Davies, K., O’Callaghan, L., Bardid, F., Utesch, T., … Foweather, L. (2020). Kill acquisition methods fostering physical literacy in early-physical education (SAMPLE-PE): Rationale and study protocol for a cluster randomized controlled trial in 5–6-year-old children from deprived areas of north West England. Frontiers in Psychology, 11(June). https://​doi.​org/​10.​3389/​fpsyg.​2020.​01228.
Zurück zum Zitat Shahar, S., Jan Bin Jan Mohamed, H., de Los Reyes, F., & Amarra, M. S. (2018). Adherence of Malaysian adults’ energy and macronutrient intakes to National Recommendations: A review and meta-analysis. Nutrients, 10(11). https://doi.org/10.3390/nu10111584. Shahar, S., Jan Bin Jan Mohamed, H., de Los Reyes, F., & Amarra, M. S. (2018). Adherence of Malaysian adults’ energy and macronutrient intakes to National Recommendations: A review and meta-analysis. Nutrients, 10(11). https://​doi.​org/​10.​3390/​nu10111584.
Zurück zum Zitat Sweller, J. (1994). Sweller’s theory of cognitive load - Google scholar. Learning and Instruction, 4(4), 295–312.CrossRef Sweller, J. (1994). Sweller’s theory of cognitive load - Google scholar. Learning and Instruction, 4(4), 295–312.CrossRef
Zurück zum Zitat Vaquero, R. C., & López, R. M. (2016). Design and evaluation of a Mobile fitness application to encourage people in physical activity. Tampere University of Technology. Vaquero, R. C., & López, R. M. (2016). Design and evaluation of a Mobile fitness application to encourage people in physical activity. Tampere University of Technology.
Zurück zum Zitat Yoo, S. (2017). Harnessing virtual reality Exergames and physical fitness sensing to create a personalised game and dashboard. Proceedings of the 25th conference on user modeling, adaptation and personalization - UMAP ‘17, 339–342. https://doi.org/10.1145/3079628.3079710. Yoo, S. (2017). Harnessing virtual reality Exergames and physical fitness sensing to create a personalised game and dashboard. Proceedings of the 25th conference on user modeling, adaptation and personalization - UMAP ‘17, 339–342. https://​doi.​org/​10.​1145/​3079628.​3079710.
Metadaten
Titel
The effectiveness of a virtual fitness trainer app in motivating and engaging students for fitness activity by applying motor learning theory
verfasst von
Nur Azlina Mohamed Mokmin
Nurullizam Jamiat
Publikationsdatum
18.09.2020
Verlag
Springer US
Erschienen in
Education and Information Technologies / Ausgabe 2/2021
Print ISSN: 1360-2357
Elektronische ISSN: 1573-7608
DOI
https://doi.org/10.1007/s10639-020-10337-7

Weitere Artikel der Ausgabe 2/2021

Education and Information Technologies 2/2021 Zur Ausgabe