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Investigating the impact of mobile blended learning on history students’ academic achievement

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Abstract

History teaching and learning can be improved through pedagogically innovative practices. In the face of technological advancement, this study examined the effectiveness of mobile blended learning on the academic performance of senior high school history students. The study adopted a quasi-experimental research approach using a pretest-posttest nonequivalent groups design. The study employed a teacher-made test to gather data from two intact senior high school final-year history classes in Central Region, Ghana. The two classes were grouped into control and experimental groups. The control group participants were taught using conventional instruction, while the experimental group participants were taught using mobile blended learning through WhatsApp Messenger and adapted YouTube videos. The study revealed that mobile blended learning had a significant effect on the academic performance of history students. The findings also demonstrated a gender gap in the academic performance of history students when taught through mobile blended learning, with female students outperforming their male counterparts. The study contributes new insights for pedagogical innovation in history teaching and learning in the under-researched context of Ghana. It further makes links between mobile blended learning and historical knowledge in Ghanaian schools and offers views on equitable access to and use of technologies in schools. The study implies that there should be a comprehensive and thoughtful approach to history teaching and learning, incorporating mobile blended learning, addressing gender disparities regarding mobile blended learning use, and ensuring equitable access and learning outcomes.

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The data that support the findings of this study are available, but restrictions apply to the availability of these data. The data are, however, available from the first author upon reasonable request.

References

  • Adjepong, A., & Kwarteng, K. O. (2017). Resuscitating ‘clio’ for the development of twenty-first-century Ghana and beyond: Arguments in defence of the government’s decision to reintroduce national history as a separate subject in the pre-tertiary school curriculum. Journal of Education and Practice, 8(26), 19–44.

    Google Scholar 

  • Ali, S., Qamar, A., Habes, M., & Adwan, M. N. A. (2021). Gender discrepancies concerning social media usage and its influences on students’ academic performance. Utopía Y Praxis Latinoamericana, 26(Esp.1), 321–333.

    Google Scholar 

  • Amin, A., Sudana, I., Setyosari, P., & Djatmika, E. (2021). The effectiveness of mobile blended problem based learning on mathematical problem solving. iJIM, 15(11), 119–141.

    Google Scholar 

  • Behera, S. K. (2013). M-learning: A new learning paradigm. International Journal on New Trends in Education and Their Implications, 4(2), 24–34.

    Google Scholar 

  • Black, E. R. (2017). Learning then and there: an exploration of virtual reality in k-12 history education Unpublished Honours Thesis. The University of Texas at Austin.

  • Boadu, G. (2016). Teachers’ perceptions of the problems faced in the teaching of history in senior high schools. Journal of Arts and Humanities, 5(7), 38–48.

    Article  Google Scholar 

  • Boadu, G. (2021a). Developments in history education in Ghana, Yesterday & Today, 25. https://doi.org/10.17159/2223-0386/2021/n25a5.

  • Boadu, G. (2021b). History and public history in Ghana. Public History Weekly. https://doi.org/10.1515/phw-2021-18122.

    Article  Google Scholar 

  • Boadu, G. (2022). Why was inquiry practice not there? Analysis of the demand-resource empirics of classroom pedagogy. Educational Review. https://doi.org/10.1080/00131911.2022.2066631.

    Article  Google Scholar 

  • Boadu, G., Awuah, M., Ababio, A. M., & Eduaquah, S. (2014). An examination of the use of technology in teaching: A study of selected senior high schools in the Cape Coast metropolis, Ghana. International Journal of Learning Teaching and Educational Research, 8(1), 187–214.

    Google Scholar 

  • Boadu, G., Donnelly, D. J., & Sharp, H. (2020). History teachers’ pedagogical reasoning and the dynamics of classroom implementation. History Education Research Journal, 17(2), 179–194.

    Article  Google Scholar 

  • Bonsu, N. O., Bervell, B., Kpodo, E., Arkorful, V., & Edumadze, J. K. E. (2020). Computer-assisted instruction in the teaching and learning of history: A systematic review in Africa. International Journal of Innovation Creativity and Change, 14(9), 584–605.

    Google Scholar 

  • Bonsu, N. O., Bervell, B., Armah, J. K., Aheto, S. K., & Valentina, A. (2021). WhatsApp Use in Teaching and Learning during Covid-19 pandemic period: Investigating the initial attitudes and acceptance of students. Library Philosophy and Practice, 6362.

  • Campbell, M. J., Julious, S. A., & Altman, D. G. (1995). Estimating sample sizes for binary, ordered categorical, and continuous outcomes in two group comparisons. BMJ: British Medical Journal, 311, 1145–1148.

    Article  Google Scholar 

  • Chew, E., Jones, N., & Turner, D. (2008). Critical review of the blended learning models based on Maslow’s and Vygotsky’s educational theory’ in hybrid learning and education. Springer.

  • Clyde, J., Hopkins, H., & Wilkinson, G. (2012). Beyond the historical simulation: Using theories of history to inform scholarly game design. The Journal of the Canadian Game Studies Association, 6(9), 3–16.

    Google Scholar 

  • Colazzo, L., Ronchetti, M., Trifonova, A., & Molinari, A. (2003). Towards a multi-vendor mobile learning management system, In A. Rossett (Ed.). Proceedings of e-learn 2003-world conference on e-learning in corporate, government, healthcare, and higher education (pp. 2097–2100). Association for the Advancement of Computing in Education.

  • Crymble, A. (2021). Technology and the historian: Transformations in the digital age. University of Illinois Press.

  • Dash, R. R., & Ghosh, C. (2021). Use of blended learning in teaching of history. Global and Lokal Distance Education, 7(1).

  • Daughtery, C., & Berge, Z. L. (2017). Mobile learning pedagogy. International Journal for the Scholarship of Technology Enhanced Learning, 1(2), 111–118. https://doi.org/10.13016/m2h8xw-5hct.

    Article  Google Scholar 

  • Davison, C. B., & Lazaros, E. J. (2015). Adopting mobile technology in the higher education classroom. Journal of Technology Studies, 41(1), 2097–2100.

    Article  Google Scholar 

  • de Winter, J. C. F. (2019). Using the Student’s t-test with extremely small sample sizes. Practical Assessment Research and Evaluation, 18(10), 1–12.

    MathSciNet  Google Scholar 

  • Dwarko, D. A. (2007). History - our ailing subject: The need for revival in the 21st century. In D. E. K. Amenumey (Ed.), Challenges of education in Ghana in the 21st century (pp. 167–178). Woeli Publishing Services.

  • Glahn, C., & Gruber, M. R. (2018). Mobile blended learning. In: de Witt C., Gloerfeld C. (Eds.). Handbuch mobile learning (pp. 303–320). Springer. https://doi.org/10.1007/978-3-658-19123-8_16.

  • Grassian, E., Botello, K., Phares, S., & Turnbow, D. (2005). UCLA information literacy program. blended instruction course (BICO) task force report, UCLA Library. https://escholarship.org/uc/item/4123n3v4.

  • Greene, J. P., Kisida, B., & Bowen, D. H. (2014). The Educational Value of Field trips. Education Next, 14(1), 78–86.

    Google Scholar 

  • Gulc, E. (2006). Using blended learning to accommodate different learning styles, https://www.advance-he.ac.uk/knowledge-hub/using-blended-learning-accommodate-different-learning-styles.

  • Han, Y., Tian, L., & Cheng, W. (2017). Design and implementation of mobile blended learning model based on wechat public platform. MATEC Web of Conferences, 100, 02020. https://doi.org/10.1051/matecconf/201710002020.

  • Hikmah, R. W., Soepeno, B., Puji, R. P. N., & Sugiyanto (2021). The effectiveness of WhatsApp mobile learning shows the existence of Kamal historical site towards student interest. IOP Conference Series: Earth and Environmental Science, 747(1), 012073. https://doi.org/10.1088/1755-1315/747/1/012073.

  • Hitosugi, C. I., Schmidt, M., & Hayashi, K. (2014). Digital Game-based Learning (DGBL) in the L2 Classroom: The impact of the UN’s off-the-Shelf Videogame, Food Force, on Learner Affect and Vocabulary Retention. CALICO Journal, 31(1), 19–39.

    Article  Google Scholar 

  • Hoyle, R. H. (1999). Statistical strategies for small Sample Research. Sage.

  • Jamieson, J. (2004). Analysis of covariance (ANCOVA) with difference scores. International Journal of Psychophysiology, 52(3), 277–283. https://doi.org/10.1016/j.ijpsycho.2003.12.009.

    Article  Google Scholar 

  • Janušonis, S. (2009). Comparing two small samples with an unstable, treatment-independent baseline. Journal of Neuroscience Methods, 179, 173–178.

    Article  Google Scholar 

  • Jibril, M., Issa, A. I., Onojah, A. O., Aderele, S. O., & Onojah, A. A. (2022). Effect of blended learning on students’ performance in educational technology concept, ASEAN Journal of Educational Research and Technology, 1(1), Article 1.

  • Kavadella, A., Tsiklakis, K., Vougiouklakis, G., & Lionarakis, A. (2012). Evaluation of a blended learning course for teaching oral radiology to undergraduate dental students. European Journal of Dental Education, 16(1), e88–e95. https://doi.org/10.1111/j.1600-0579.2011.00680.x.

    Article  Google Scholar 

  • Kheraj, S. (2017). The presence of the past: the possibilities of virtual reality for history, http://activehistory.ca/2017/02/the-presence-of-the-past-the-possibilities-of-virtual-reality-for-history/.

  • Klímová, B., & Pražák, P. (2019). Mobile blended learning and evaluation of its effectiveness on students’ learning achievement, In Cheung S., Lee LK., Simonova I., Kozel T., Kwok LF. (Eds.), Blended learning: educational innovation for personalized learning, Lecture Notes in Computer Science, 11546. Springer. https://doi.org/10.1007/978-3-030-21562-0_18.

  • Kljunić, J., & Vukovac, D. P. (2015). A survey on usage of mobile devices for learning among tertiary students in Croatia. Proceedings of the 26th Central European Conference on Information and Intelligent Systems (pp. 97–104). Faculty of Organization and Informatics, University of Zagreb.

  • Kusuma, G. P., Suryapranata, P., Wigati, L. K., E. K., & Utomo, Y. (2021). Enhancing historical learning using role-playing game on mobile platform. Procedia Computer Science, 179, 886–893. https://doi.org/10.1016/j.procs.2021.01.078.

    Article  Google Scholar 

  • Lenth, R. V. (2001). Some practical guidelines for effective sample size determination. The American Statistician, 55(3), 187–193. https://login.libraryproxy.griffith.edu.au/login?url=https://www.proquest.com/scholarly-journals/some-practical-guidelines-effective-sample-size/docview/228499872/se-2.

    Article  MathSciNet  Google Scholar 

  • Leppink, J., Winston, K., & O’Sullivan, P. (2016). Statistical significance does not imply a real effect. Perspect Med Educ, 5, 122–124. https://doi.org/10.1007/s40037-016-0256-6.

    Article  Google Scholar 

  • Lynch, L (2020). Why you should implement blended learning on mobile.https://www.learndash.com/why-you-shouldimplement-blended-learning-on-mobile/

  • Maina, E. M., Njoroge, R. W., Waiganjo, P. W., & Gitonga, R. (2015). Use of tablets in blended learning: A case study of an Institution of Higher Learning in Kenya, IST-Africa Conference, 1–8, https://doi.org/10.1109/ISTAFRICA.2015.7190593.

  • Malysheva, O., Tokareva, E., Orchakova, L., & Smirnova, Y. (2022). The effect of online learning in modern history education. Heliyon, 8, 1–11.

    Article  Google Scholar 

  • Mayisela, T. (2013). The potential use of mobile technology: Enhancing accessibility and communication in a blended learning course. South African Journal of Education, 33(1), 1–18.

    Article  Google Scholar 

  • McCall, J. (2012). Historical simulations as problem spaces: Criticism and classroom use. Journal of Digital Humanities, 1(2). http://journalofdigitalhumanities.org/1-2/historical-simulations-as-problem-spaces-by-jeremiah-mccall/.

  • Mingming, Z., & Zihao, L. (2019). Blended mobile learning in theatre arts classrooms in higher education. Innovations in Education and Teaching International, 56(3), 307–317. https://doi.org/10.1080/14703297.2018.1447389.

    Article  Google Scholar 

  • Ministry of Education. (2010). Teaching syllabus for history. Curriculum Research and Development Division.

  • Mokhtar, F. A. (2016). Rethinking conventional teaching in language learning and proposing Edmodo as intervention:A qualitative analysis. Malaysian Online Journal of Educational Technology, 4(2), 22–37.

  • Ngesi, N., Landa, N., Madikiza, N., Cekiso, M. P., Tshotsho, B., & Walters, L. M. (2018). Use of mobile phones as supplementary teaching and learning tools to learners in South Africa. Reading & Writing, 9(1). https://doi.org/10.4102/rw.v9i1.190.

  • Oppong, C. O. (2012). Teaching and learning of history: An evaluation in the senior high schools in the central region of Ghana. Lap Lambert.

  • Oppong, C. A. (2013). Gender differences in students’ performance in history at senior high schools in Cape Coast. Journal of Arts and Humanities, 2(1), 34–39.

    Google Scholar 

  • Osguthorpe, R.T. & Graham, C.R. (2003). Blended learning environments: Definitions and directions. QuarterlyReview of Distance Education, 4(3), 227.https://www.learntechlib.org/p/97576/.

  • Ozdamli, F. (2012). Pedagogical framework of m-learning. Procedia-Social and Behavioral Sciences, 31, 927–931.

    Article  Google Scholar 

  • Procter, C. T. (2003). Blended learning in practice, https://salford-repository.worktribe.com/output/1432176/blended-learning-in-practice.

  • Quinn, C. (2000). mLearning: Mobile, wireless and in-your-pocket learning Line Zine. https://www.researchgate.net/profile/Clark-Quinn/publication/343083598_mLearning_Mobile_Wireless_In-Your-_Pocket_Learning/links/5f15dfcba6fdcc3ed718d7bf/mLearning-Mobile-Wireless-In-Your-Pocket-Learning.pdf.

  • Radetich, L., & Jakubowicz, E. (2015). Using video games for teaching history: Experiences and challenges. Athens Journal of History, 1–14. https://www.atiner.gr/journals/history/2015-1-1-1-Radetich.pdf.

  • Rasheed, F., Onkar, P., & Narula, M. (2015). Immersive virtual reality to enhance the spatial awareness of students, 7th International Conference on HCI, India.

  • Reychav, I., & McHaney, R. (2017). The relationship between gender and mobile technology use in collaborative learning settings: An empirical investigation. Computers & Education, 113, 61–74. https://doi.org/10.1016/j.compedu.2017.05.005.

    Article  Google Scholar 

  • Robison, W. B. (2013). Stimulation, not simulation: An alternate approach to history teaching games. The History Teacher, 46(4), 577–588.

    Google Scholar 

  • Schaper, M., Santos, M., Malinverni, L., Berro, J. Z., & Pares, N. (2018). Learning about the past through situatedness, embodied exploration and digital augmentation of cultural heritage sites. International Journal of Human-Computer Studies, 1–15.

  • Shen, R., Wang, M., Gao, W., Novak, D., & Tang, L. (2009). Mobile learning in a large blended computer science classroom: System function, pedagogies, and their impact on learning. IEEE Transactions on Education, 52(4), 538–546. https://doi.org/10.1109/te.2008.930794.

    Article  Google Scholar 

  • Spring, D. (2015). Gaming history: Computer and video games as historical scholarship. Rethinking History, 19(2), 207–221. https://doi.org/10.1080/13642529.2014.973714.

    Article  Google Scholar 

  • Stephens, R. P., Lehr, J. L., Thorp, D., Ewing, T., and Hicks, D. (2005), Using technology to teach historicalunderstanding: the digital history reader brings the possibilities of new technology to the history classroom, SocialEducation, 69(3), 1–6.

  • Taharim, N. F., Lokman, A. M., Isa, W. A. R. W. M., & Noor, N. L. (2015). Investigating feasibility of mobile learning (m-learning) for history lesson, In O. H. Hassan, S. Z. Abidin, R. Legino, R. Anwar, and M. F. Kamaruzaman (Eds.), International Colloquium of Art and Design Education Research (i-CADER 2014) (pp. 541–550). Springer. https://doi.org/10.1007/978-981-287-332-3_55.

  • Thomas, S. (2020). Student’s evaluation of a classroom bring-your-own-device (BYOD) policy. JALT CALL Journal, 16(1), 29–49.

    Article  Google Scholar 

  • Traxler, J. (2005). Defining mobile learning. a paper presented at IADIS International Conference Mobile Learning, Qwara, Malta, 28–30.

  • Triantafyllidou, I., Chatzitsakiroglou, A. M., Georgiadou, S., & Palaigeorgiou, G. (Eds.). (2018). Fingertrips on tangible augmented 3D maps for learning history (Vol. 725). Springer.

  • Ustun, A. B. (2019). Effects of mobile learning in blended learning environments. Journal of Information and Communication Technologies, 1(1), 1–14.

    Google Scholar 

  • Vaughan, N., & Lawrence, K. (2013). Investigating the role of mobile devices in a blended pre-service teacher education program. Canadian Journal of Higher Education, 43(3), 56–77.

    Article  Google Scholar 

  • Wainwright, A. M. (2014). Teaching historical theory through video games. The History Teacher, 47(4), 579–612.

    Google Scholar 

  • White, H., & Sabarwal, S. (2014). Quasi-experimental design and methods. UNICEF Office of Research.

  • Wineburg, S. (2018). Why learn history (when it’s already on your phone). The University of Chicago.

  • Yu, Z. (2021). The effects of gender, educational level, and personality on online learning outcomes during the COVID-19 pandemic, International Journal of Educational Technology in Higher Education, 18, 14 (2021). https://doi.org/10.1186/s41239-021-00252-3.

  • Zhang, J., Zhang, L. W., & Zang, T. Y. (2013). Design of mobile blended learning system based on context-aware. Advanced Materials Research, 756–759. https://doi.org/10.4028/www.scientific.net/amr.756-759.2019.

  • Zhao, W. (2022). An empirical study on blended learning in higher education in internet + era. Education Information Technologies, 27, 8705–8722. https://doi.org/10.1007/s10639-022-10944-6.

    Article  Google Scholar 

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N.O.B: Conceptualization (Lead), Data Curator, Formal Analysis (Lead), Discussion, Investigation, Methodology, Resources, Software, Validation (Lead), Writing: Original Draft, Writing: Review And Editing (Lead); G.B: Discussion, Writing: Review And Editing, Validation; B. B: Conceptualization, Formal Analysis, Validation; J.Z: Writing: Review And Editing, Validation.

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Correspondence to Nana Osei Bonsu.

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Bonsu, N.O., Boadu, G., Bervell, B. et al. Investigating the impact of mobile blended learning on history students’ academic achievement. Educ Inf Technol 29, 24783–24801 (2024). https://doi.org/10.1007/s10639-024-12822-9

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