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Research Article

Effectiveness of blended learning on students’ learning performance: a meta-analysis

Received 18 Feb 2023, Accepted 15 Sep 2023, Published online: 11 Oct 2023

References

  • Aidinopoulou, V., & Sampson, D. G. (2017). An action research study from implementing the flipped classroom model in primary school history teaching and learning. Educational Technology & Society, 20(1), 237–247. https://www.jstor.org/stable/jeductechsoci.20.1.237
  • Allen, E., Seaman, J. (2010). Class differences: Online education in the United States. Sloan Consortium. https://files.eric.ed.gov/fulltext/ED529952.pdf.
  • Alebaikan, R. A. (2010). Perceptions of blended learning in Saudi universities [Doctoral dissertation]. University of Exeter. http://hdl.handle.net/10036/117486
  • Alammary, A., Sheard, J., & Carbone, A. (2014). Blended learning in higher education: Three different design approaches. Australasian Journal of Educational Technology, 30(4), 440–454. https://doi.org/10.14742/ajet.693
  • Alharbi, M. M. (2022). Investigating the potential of blended learning to develop critical thinking skills among student teachers in Saudi Arabia [Doctoral dissertation]. University of Leicester. https://doi.org/10.25392/leicester.data.19144478.v1
  • Argyriou, P., Benamar, K., & Nikolajeva, M. (2022). What to blend? Exploring the relationship between student engagement and academic achievement via a blended learning approach. Psychology Learning & Teaching, 21(2), 126–137. https://doi.org/10.1177/14757257221091512
  • Ashraf, M. A., Mollah, S., Perveen, S., Shabnam, N., & Nahar, L. (2021). The pedagogical applications, prospects, and challenges of blended learning in Chinese higher education: A systematic review. Frontiers in Psychology, 12, 772322. https://doi.org/10.3389/fpsyg.2021.772322
  • Asarta, C. J., & Schmidt, J. R. (2020). The effects of online and blended experience on outcomes in a blended learning environment. The Internet and Higher Education, 44, 100708. https://doi.org/10.1016/j.iheduc.2019.100708
  • Baepler, P., Walker, J. D., & Driessen, M. (2014). It’s not about seat time: Blending, flipping, and efficiency in active learning classrooms. Computers & Education, 78, 227–236. https://doi.org/10.1016/j.compedu.2014.06.006
  • Bazelais, P., & Doleck, T. (2018). Investigating the impact of blended learning on academic performance in a first semester college physics course. Journal of Computers in Education, 5(1), 67–94. https://doi.org/10.1007/s40692-018-0099-8
  • Bernard, R. M., Abrami, P. C., Borokhovski, E., Wade, C. A., Tamim, R. M., Surkes, M. A., & Bethel, E. C. (2009). A meta-analysis of three types of interaction treatments in distance education. Review of Educational Research, 79(3), 1243–1289. https://doi.org/10.3102/0034654309333844
  • Bernard, R. M., Borokhovski, E., Schmid, R. F., Tamim, R. M., & Abrami, P. C. (2014). A meta-analysis of blended learning and technology use in higher education: From the general to the applied. Journal of Computing in Higher Education, 26(1), 87–122. https://doi.org/10.1007/s12528-013-9077-3
  • Birkun, A. A., Altukhova, I. V., Perova, E. A., Frolova, L. P., & Abibullayev, L. R. (2019). Blended distance-classroom training as an alternative to the traditional classroom training in basic cardiopulmonary resuscitation and automated external defibrillation. Russian Sklifosovsky Journal "Emergency Medical Care", 8(2), 145–151. https://doi.org/10.23934/2223-9022-2019-8-2-145-151
  • Boelens, R., De Wever, B., & Voet, M. (2017). Four key challenges to the design of blended learning: A systematic literature review. Educational Research Review, 22, 1–18. https://doi.org/10.1016/j.edurev.2017.06.001
  • Borenstein, M., Hedges, L. V., Higgins, J. P., & Rothstein, H. R. (2010). A basic introduction to fixed-effect and random-effects models for meta-analysis. Research Synthesis Methods, 1(2), 97–111. https://doi.org/10.1002/jrsm.12
  • Bozkurt, A., Jung, I., Xiao, J., Vladimirschi, V., Schuwer, R., Egorov, G., Lambert, S., Al-Freih, M., Pete, J., Olcott Jr, D., Rodes, V., Aranciaga, I., Bali, M., Jr Alvarez, A., Roberts, J., Pazurek, A., Raffaghelli, J. E., Panagiotou, N., de Coëtlogon, P., . . . Paskevicius, M. (2020). A global outlook to the interruption of education due to COVID-19 pandemic: Navigating in a time of uncertainty and crisis. Asian Journal of Distance Education, 15(1), 1–126. https://doi.org/10.5281/zenodo.3878572
  • Brown, M. G. (2016). Blended instructional practice: A review of the empirical literature on instructors’ adoption and use of online tools in face-to-face teaching. The Internet and Higher Education, 31, 1–10. https://doi.org/10.1016/j.iheduc.2016.05.001
  • Brown, M., Skerritt, C., Shevlin, P., McNamara, G., & O’Hara, J. (2022). Deconstructing the challenges and opportunities for blended learning in the post emergency learning era. Irish Educational Studies, 41(1), 71–84. https://doi.org/10.1080/03323315.2021.2022526
  • Brooks, D. C. (2016, October). ECAR study of undergraduate students and information technology 2016. ECAR. https://library.educause.edu/resources/2016/6/∼/media/files/library/2016/10/ers1605.pdf.
  • Çakır, H., & Bichelmeyer, B. A. (2016). Effects of teacher professional characteristics on student achievement: An investigation in blended learning environment with standards-based curriculum. Interactive Learning Environments, 24(1), 20–32. https://doi.org/10.1080/10494820.2013.817437
  • Caskurlu, S., Maeda, Y., Richardson, J. C., & Lv, J. (2020). A meta-analysis addressing the relationship between teaching presence and students’ satisfaction and learning. Computers & Education, 157, 103966. https://doi.org/10.1016/j.compedu.2020.103966
  • Caron, A., Muscanell, N. (2022). 2023 Higher Education Trend Watch. EDUCAUSE. https://www.educause.edu/ecar/research-publications/higher-education-trend-watch/2023.
  • Clark, R. E. (1994). Media will never influence learning. Educational Technology Research and Development, 42(2), 21–29. https://doi.org/10.1007/BF02299088
  • Cohen, J. (1992). A power primer. Psychological Bulletin, 112(1), 155–159. https://doi.org/10.1037/0033-2909.112.1.155
  • Cronje, J. (2020). Towards a new definition of blended learning. Electronic Journal of e-Learning, 18(2), 114–121. https://doi.org/10.34190/EJEL.20.18.2.001
  • Dahlstrom-Hakki, I., Alstad, Z., & Banerjee, M. (2020). Comparing synchronous and asynchronous online discussions for students with disabilities: The impact of social presence. Computers & Education, 150, 103842. https://doi.org/10.1016/j.compedu.2020.103842
  • Duval, S., & Tweedie, R. (2000). A nonparametric “Trim and Fill” method of accounting for publication bias in meta-analysis. Journal of the American Statistical Association, 95(449), 89–98. https://doi.org/10.2307/2669529
  • de Freitas, S., Waring, P., Douglas, H. E., Curtis, G. J., & Ritchie, S. M. (2022). Delivering blended learning to transnational students: Students’ perceptions and needs-satisfaction. Studies in Higher Education, 47(9), 1890–1902. https://doi.org/10.1080/03075079.2021.1983533
  • Detyna, M., Sanchez-Pizani, R., Giampietro, V., Dommett, E. J., & Dyer, K. (2023). Hybrid flexible (HyFlex) teaching and learning: Climbing the mountain of implementation challenges for synchronous online and face-to-face seminars during a pandemic. Learning Environments Research, 26(1), 145–159. https://doi.org/10.1007/s10984-022-09408-y
  • Dhawan, S. (2020). Online learning: A panacea in the time of COVID-19 crisis. Journal of Educational Technology Systems, 49(1), 5–22. https://doi.org/10.1177/0047239520934018
  • Diep, A. N., Zhu, C., Struyven, K., & Blieck, Y. (2017). Who or what contributes to student satisfaction in different blended learning modalities? British Journal of Educational Technology, 48(2), 473–489. https://doi.org/10.1111/bjet.12431
  • Dziuban, C., Graham, C. R., Moskal, P. D., Norberg, A., & Sicilia, N. (2018). Blended learning: The new normal and emerging technologies. International Journal of Educational Technology in Higher Education, 15(1), 1–16. https://doi.org/10.1186/s41239-017-0087-5
  • Edgerton, D. (2010). Innovation, technology, or history: What is the historiography of technology about. Technology and Culture, 51(3), 680–697. https://doi.org/10.1353/tech.2010.0007
  • Feng, X. Y., Guo, W. R., & Son, J. X. (2021). Teachers’ blended teaching competency development Model: Principles, preparations and strategies. Open Education Research, 27(5), 53–62.
  • Field, A. P., & Gillett, R. (2010). How to do a meta-analysis. The British Journal of Mathematical and Statistical Psychology, 63(3), 665–694. https://doi.org/10.1348/000711010X502733
  • Garrison, D. R., Anderson, T., & Archer, W. (1999). Critical inquiry in a text-based environment: Computer conferencing in higher education. The Internet and Higher Education, 2(2–3), 87–105. https://doi.org/10.1016/s1096-7516(00)00016-6
  • Garrison, D. R., & Kanuka, H. (2004). Blended learning: Uncovering its transformative potential in higher education. The Internet and Higher Education, 7(2), 95–105. https://doi.org/10.1016/j.iheduc.2004.02.001
  • Garrison, D. R. (2017). E-learning in the 21st century: A community of inquiry framework for research and practice (3rd ed.) Routledge.
  • Gedik, N., Kiraz, E., & Ozden, M. Y. (2013). Design of a blended learning environment: Considerations and implementation issues. Australasian Journal of Educational Technology, 29(1), 1–19. https://doi.org/10.14742/ajet.6
  • Ghimire, B. (2022). Blended learning in rural and remote schools: Challenges and opportunities. International Journal of Technology in Education, 5(1), 88–96. https://doi.org/10.46328/ijte.215
  • Graham, C. R., Allen, S., & Ure, D. (2005). Benefits and challenges of blended learning environments. In M. Khosrow-Pour (Ed.), Encyclopedia of information science and technology (pp. 253–259). Idea Group.
  • Graham, C. R. (2006). Blended learning systems: Defnition, current trends, and future directions. In C. J. Bonk & C. R. Graham (Eds.), The handbook of blended learning: Global perspectives, local designs (pp. 3–21). Pfeiffer Publishing.
  • Güzer, B., & Caner, H. (2014). The past, present and future of blended learning: An in depth analysis of literature. Procedia – Social and Behavioral Sciences, 116, 4596–4603. https://doi.org/10.1016/j.sbspro.2014.01.992
  • Gültekin, K., & Mede, E. (2023). Blended teaching readiness of EFL instructors and their perceptions about blended learning in English preparatory schools: A case from Turkey. Journal of Research on Technology in Education, 1–17. Advance online publication. https://doi.org/10.1080/15391523.2023.2186987
  • Hanny, C. N., Arnesen, K. T., Guo, Q., Hansen, J., & Graham, C. R. (2023). Barriers and enablers to K-12 blended teaching. Journal of Research on Technology in Education, 55(4), 568–589. https://doi.org/10.1080/15391523.2021.1991865
  • Hew, K. F., Bai, S., Dawson, P., & Lo, C. K. (2021a). Meta-analyses of flipped classroom studies: A review of methodology. Educational Research Review, 33, 100393. https://doi.org/10.1016/j.edurev.2021.100393
  • Hew, K. F., Bai, S., Huang, W., Dawson, P., Du, J., Huang, G., Jia, C., & Thankrit, K. (2021b). On the use of flipped classroom across various disciplines: Insights from a second-order meta-analysis. Australasian Journal of Educational Technology, 37(2), 132–151. https://doi.org/10.14742/ajet.6475
  • Higgins, J. P., Thompson, S. G., Deeks, J. J., & Altman, D. G. (2003). Measuring inconsistency in meta-analyses. BMJ, 327(7414), 557–560. https://doi.org/10.1136/bmj.327.7414.557
  • Indriyanti, N., Yamtinah, S., & Muawiyah, D. (2020). An Inquiry into Students’ Metacognition and Learning Achievement in a Blended Learning Design. International Journal of Emerging Technologies in Learning (iJET), 15(21), 77–88. https://doi.org/10.3991/ijet.v15i21.12907
  • Jadad, A. R., Moore, R. A., Carroll, D., Jenkinson, C., Reynolds, D. J. M., Gavaghan, D. J., & McQuay, H. J. (1996). Assessing the quality of reports of randomized clinical trials: Is blinding necessary? Controlled Clinical Trials, 17(1), 1–12. https://doi.org/10.1016/01972456(95)00134-4
  • Jou, M., Lin, Y. T., & Wu, D. W. (2016). Effect of a blended learning environment on student critical thinking and knowledge transformation. Interactive Learning Environments, 24(6), 1131–1147. https://doi.org/10.1080/10494820.2014.961485
  • Kanuka, H., Rourke, L., & Laflamme, E. (2007). The influence of teaching methods on the quality of online discussion. British Journal of Educational Technology, 38(2), 260–271. https://doi.org/10.1111/j.1467-8535.2006.00620.x
  • Kaur, M. (2013). Blended learning-its challenges and future. Procedia – Social and Behavioral Sciences, 93, 612–617. https://doi.org/10.1016/j.sbspro.2013.09.248
  • Khatony, A., Nayery, N. D., Ahmadi, F., Haghani, H., & Vehvilainen-Julkunen, K. (2009). The effectiveness of web-based and face-to-face continuing education methods on nurses’ knowledge about AIDS: A comparative study. BMC Medical Education, 9(1), 41. https://doi.org/10.1186/1472-6920-9-41
  • Khaldi, A., Bouzidi, R., & Nader, F. (2023). Gamification of e-learning in higher education: A systematic literature review. Smart Learning Environments, 10(1), 10. https://doi.org/10.1186/s40561-023-00227-z
  • Kintu, M. J., Zhu, C., & Kagambe, E. (2017). Blended learning effectiveness: The relationship between student characteristics, design features and outcomes. International Journal of Educational Technology in Higher Education, 14(1), 1–20. https://doi.org/10.1186/s41239-017-0043-4
  • Kulikowski, K., Przytula, S., & Sulkowski, L. (2021). Emergency forced pandemic e-learning–feedback from students for HEI management. Open Learning, 36(3), 245–262. https://doi.org/10.1080/02680513.2021.1942810
  • Kuo, F. R., Hwang, G. J., & Lee, C. C. (2012). A hybrid approach to promoting students’ web-based problem-solving competence and learning attitude. Computers & Education, 58(1), 351–364. https://doi.org/10.1016/j.compedu.2011.09.020
  • Larson, D. K., & Sung, C. H. (2009). Comparing student performance: Online versus blended versus face-to-face. Journal of Asynchronous Learning Networks, 13(1), 31–42.
  • Lin, Y. W., Tseng, C. L., & Chiang, P. J. (2016). The effect of blended learning in mathematics course. EURASIA Journal of Mathematics, Science and Technology Education, 13(3), 741–770. https://doi.org/10.12973/eurasia.2017.00641a
  • Lipsey, M. W., & Wilson, D. B. (2001). Practical meta-analysis. SAGE.
  • Li, X., & Qu, J. S. (2021). Review of application and evolution of meta-analysis in social sciences. Data Analysis and Knowledge Discovery, 5(11), 1–12. https://doi.org/10.11925/infotech.2096-3467.2021.0515
  • Liu, H., Zhu, J., Duan, Y., Nie, Y., Deng, Z., Hong, X., Haugen, M., Baker, J. S., & Liang, W. (2022). Development and students’ evaluation of a blended online and offline pedagogy for physical education theory curriculum in China during the COVID-19 pandemic. Educational Technology Research and Development, 70(6), 2235–2254. https://doi.org/10.1007/s11423-022-10131-x
  • Lou, Y., Abrami, P. C., & d’Apollonia, S. (2001). Small group and individual learning with technology: A meta-analysis. Review of Educational Research, 71(3), 449–521. https://doi.org/10.3102/00346543071003449
  • Lowenthal, P., Borup, J., West, R., & Archambault, L. (2020). Thinking beyond Zoom: Using asynchronous video to maintain connection and engagement during the COVID-19 pandemic. Journal of Technology and Teacher Education, 28(2), 383–391.
  • Macaruso, P., Wilkes, S., & Prescott, J. E. (2020). An investigation of blended learning to support reading instruction in elementary schools. Educational Technology Research and Development, 68(6), 2839–2852. https://doi.org/10.1007/s11423-020-09785-2
  • Ma, L., & Lee, C. S. (2021). Evaluating the effectiveness of blended learning using the ARCS model. Journal of Computer Assisted Learning, 37(5), 1397–1408. https://doi.org/10.1111/jcal.12579
  • Martin, F., Wu, T., Wan, L., & Xie, K. (2022). A Meta-Analysis on the Community of Inquiry Presences and Learning Outcomes in Online and Blended Learning Environments. Online Learning, 26(1), 325–359. https://doi.org/10.24059/olj.v26i1.2604
  • Martin, F., Sun, T., Westine, C., & Ritzhaupt, A. (2022). Examining research on the impact of distance and online learning: A second-order meta-analysis study. Educational Research Review, 36, 100438. https://doi.org/10.1016/j.edurev.2022.100438
  • McMillan, D. W., & Chavis, D. M. (1986). Sense of community: A definition and theory. Journal of Community Psychology, 14(1), 6–23. https://doi.org/10.1002/1520-6629(198601)14:1 < 6::AID-JCOP2290140103 > 3.0.CO;2-I
  • Means, B., Toyama, Y., Murphy, R., & Baki, M. (2013). The effectiveness of online and blended learning: A meta-analysis of the empirical literature. Teachers College Record, 115(3), 1–47. https://doi.org/10.1177/016146811311500307
  • Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G. (2009). Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement. PLoS Medicine, 6(7), e1000097. https://doi.org/10.1371/journal.pmed.1000097
  • Morris, S. K. (2010). A comparison of learning outcomes in a traditional lecture-based versus blended course module using a business simulation with high cognitive load [Doctoral dissertation]. University of San Francisco. https://repository.usfca.edu/diss/390
  • Müller, C., & Mildenberger, T. (2021). Facilitating flexible learning by replacing classroom time with an online learning environment: A systematic review of blended learning in higher education. Educational Research Review, 34, 100394. https://doi.org/10.1016/j.edurev.2021.100394
  • Osguthorpe, R. T., & Graham, C. R. (2003). Blended learning environments: Definitions and directions. Quarterly Review of Distance Education, 4(3), 227–233.
  • Owston, R., & York, D. N. (2018). The nagging question when designing blended courses: Does the proportion of time devoted to online activities matter? The Internet and Higher Education, 36, 22–32. https://doi.org/10.1016/j.iheduc.2017.09.001
  • Palvia, S. C. J., & Palvia, P. C. (2007). The effectiveness of using computers for software training: An exploratory study. Journal of Information Systems Education, 18(4), 479–489.
  • Parkes, M., Stein, S., & Reading, C. (2015). Student preparedness for university e-learning environments. The Internet and Higher Education, 25, 1–10. https://doi.org/10.1016/j.iheduc.2014.10.002
  • Pei, L., Poortman, C., Schildkamp, K., & Benes, N. (2023). Teachers’ and students’ perceptions of a sense of community in blended education. Education and Information Technologies, 1–39. https://doi.org/10.1007/s10639-023-11853-y
  • Poon, J. (2013). Blended learning: An institutional approach for enhancing students’ learning experiences. Journal of Online Learning and Teaching, 9(2), 271–288. http://hdl.handle.net/10536/DRO/DU:30057995
  • Porter, W. W., Graham, C. R., Spring, K. A., & Welch, K. R. (2014). Blended learning in higher education: Institutional adoption and implementation. Computers & Education, 75, 185–195. https://doi.org/10.1016/j.compedu.2014.02.011
  • Pulham, E., & Graham, C. R. (2018). Comparing K-12 online and blended teaching competencies: A literature review. Distance Education, 39(3), 411–432. https://doi.org/10.1080/01587919.2018.1476840
  • Qutieshat, A. S., Abusamak, M. O., & Maragha, T. N. (2020). Impact of blended learning on dental students’ performance and satisfaction in clinical education. Journal of Dental Education, 84(2), 135–142. https://doi.org/10.21815/JDE.019.167
  • Rasheed, R. A., Kamsin, A., & Abdullah, N. A. (2020). Challenges in the online component of blended learning: A systematic review. Computers & Education, 144, 103701. https://doi.org/10.1016/j.compedu.2019.103701
  • Rogers, E. M. (2003). Diffusion of innovations (5th ed.). The Free Press.
  • Rovai, A. P. (2002). Building sense of community at a distance. The International Review of Research in Open and Distributed Learning, 3(1), 1–16. https://doi.org/10.19173/irrodl.v3i1.79
  • Rovai, A. P., & Jordan, H. M. (2004). Blended learning and sense of community: A comparative analysis with traditional and fully online graduate courses. The International Review of Research in Open and Distributed Learning, 5(2), 1–13. https://doi.org/10.19173/irrodl.v5i2.192
  • Rojas, J. S. T. (2020). The effect of blended learning on language proficiency of an EFL Class: An empirical study [Master’s thesis]. West Virginia University.
  • Ruchan, U. Z., & Adem, U. Z. U. N. (2018). The influence of blended learning environment on self-regulated and self-directed learning skills of learners. European Journal of Educational Research, 7(4), 877–886. https://doi.org/10.12973/eu-jer.7.4.877
  • Shackelford, J. L., & Maxwell, M. (2012). Sense of community in graduate online education: Contribution of learner to learner interaction. The International Review of Research in Open and Distributed Learning, 13(4), 228–249. https://doi.org/10.19173/irrodl.v13i4.1339
  • Smith, J. G., & Suzuki, S. (2015). Embedded blended learning within an Algebra classroom: A multimedia capture experiment. Journal of Computer Assisted Learning, 31(2), 133–147. https://doi.org/10.1111/jcal.12083
  • Smith, K., & Hill, J. (2019). Defining the nature of blended learning through its depiction in current research. Higher Education Research & Development, 38(2), 383–397. https://doi.org/10.1080/07294360.2018.1517732
  • Senn, G. J. (2008). Comparison of face-to-face and hybrid delivery of a course that requires technology skills development. Journal of Information Technology Education, 7(1), 267–283. https://www.learntechlib.org/p/111382/
  • Short, C. R., Graham, C. R., Holmes, T., Oviatt, L., & Bateman, H. (2021). Preparing teachers to teach in K-12 blended environments: A systematic mapping review of research trends, impact, and themes. TechTrends, 65(6), 993–1009. https://doi.org/10.1007/s11528-021-00626-4
  • Shang, H. F. (2021). The impact of blended discussions on learning motivation and EFL reading performance. Educational Studies, 57(6), 629–649. https://doi.org/10.1080/00131946.2021.1969932
  • So, H. J., & Brush, T. A. (2008). Student perceptions of collaborative learning, social presence and satisfaction in a blended learning environment: Relationships and critical factors. Computers & Education, 51(1), 318–336. https://doi.org/10.1016/j.compedu.2007.05.009
  • Spring, K. J., Graham, C. R., & Hadlock, C. A. (2016). The current landscape of international blended learning. International Journal of Technology Enhanced Learning, 8(1), 84–102. https://doi.org/10.1504/IJTEL.2016.075961
  • Spring, K. J., & Graham, C. R. (2016). Blended learning citation patterns and publication across seven worldwide regions. Australasian Journal of Educational Technology, 33(2), 24–50. https://doi.org/10.14742/ajet.2632
  • Sweller, J., van Merriënboer, J. J., & Paas, F. G. (1998). Cognitive architecture and instructional design. Educational Psychology Review, 10(3), 251–296. https://doi.org/10.1023/A:1022193728205
  • Taft, S. H., Perkowski, T., & Martin, L. S. (2011). A framework for evaluating class size in online education. The Quarterly Review of Distance Education, 12(3), 181–197.
  • Tambunan, H., Silitonga, M., & Sidabutar, U. B. (2021). Online and face-to-face composition in forming the professional competencies of technical teacher candidates with various learning style types. Education and Information Technologies, 26(2), 2017–2031. https://doi.org/10.1007/s10639-020-10349-3
  • Thai, N. T. T., De Wever, B., & Valcke, M. (2017). The impact of a flipped classroom design on learning performance in higher education: Looking for the best “blend” of lectures and guiding questions with feedback. Computers & Education, 107, 113–126. https://doi.org/10.1016/j.compedu.2017.01.003
  • Thai, N. T. T., De Wever, B., & Valcke, M. (2020). Face-to-face, blended, flipped, or online learning environment? Impact on learning performance and student cognitions. Journal of Computer Assisted Learning, 36(3), 397–411. https://doi.org/10.1111/jcal.12423
  • Tosun, S. (2015). The effects of blended learning on EFL students’ vocabulary enhancement. Procedia - Social and Behavioral Sciences, 199, 641–647. https://doi.org/10.1016/j.sbspro.2015.07.592
  • Topping, K. J., Douglas, W., Robertson, D., & Ferguson, N. (2022). Effectiveness of online and blended learning from schools: A systematic review. Review of Education, 10(2), e3353. https://doi.org/10.1002/rev3.3353
  • Thomas, K. (1990). Gender and subject in higher education. Open University Press.
  • Ustun, A. B., & Tracey, M. W. (2020). An effective way of designing blended learning: A three phase design-based research approach. Education and Information Technologies, 25(3), 1529–1552. https://doi.org/10.1007/s10639-019-09999-9
  • Van der Kleij, F. M., Eggen, T. J., Timmers, C. F., & Veldkamp, B. P. (2012). Effects of feedback in a computer-based assessment for learning. Computers & Education, 58(1), 263–272. https://doi.org/10.1016/j.compedu.2011.07.020
  • Vo, H. M., Zhu, C., & Diep, N. A. (2017). The effect of blended learning on student performance at course-level in higher education: A meta-analysis. Studies in Educational Evaluation, 53, 17–28. https://doi.org/10.1016/j.stueduc.2017.01.002
  • Wang, Y., Han, X., & Yang, J. (2015). Revisiting the blended learning literature: Using a complex adaptive systems framework. Educational Technology & Society, 18(2), 380–393. https://www.jstor.org/stable/jeductechsoci.18.2.380
  • Wandera, S. (2017). Continuing the conversation about face-to-face, online, and blended learning a meta-analysis of empirical literature 2006–2017 [Doctoral dissertation]. Wilmington University. https://www.proquest.com/docview/1964254197
  • Wang, C., Dev, R. D. O., Soh, K. G., Nasirudddin, N. J. M., Yuan, Y., & Ji, X. (2023). Blended learning in physical education: A systematic review. Frontiers in Public Health, 11, 1073423. https://doi.org/10.3389/fpubh.2023.1073423
  • Wilson, M. L., Ritzhaupt, A. D., & Cheng, L. (2020). The impact of teacher education courses for technology integration on pre-service teacher knowledge: A meta-analysis study. Computers & Education, 156, 103941. https://doi.org/10.1016/j.compedu.2020.103941
  • Wong, K. T., Hwang, G. J., Choo Goh, P. S., & Mohd Arrif, S. K. (2020). Effects of blended learning pedagogical practices on students’ motivation and autonomy for the teaching of short stories in upper secondary English. Interactive Learning Environments, 28(4), 512–525. https://doi.org/10.1080/10494820.2018.1542318
  • Xu, Z., Zhao, Y., Zhang, B., Liew, J., & Kogut, A. (2022). A meta-analysis of the efficacy of self-regulated learning interventions on academic achievement in online and blended environments in K-12 and higher education. Behaviour & Information Technology, 1–21. Advance online publication. https://doi.org/10.1080/0144929X.2022.2151935
  • Yang, J., Yu, H., & Chen, N. S. (2019). Using blended synchronous classroom approach to promote learning performance in rural area. Computers & Education, 141, 103619. https://doi.org/10.1016/j.compedu.2019.103619
  • Yu, Q., Li, B. M., & Wang, Q. Y. (2022). The effectiveness of 3D holographic technology on students’ learning performance: A meta-analysis. Interactive Learning Environments, 1–13. https://doi.org/10.1080/10494820.2022.2124424
  • Zeng, H., & Luo, J. (2023). Effectiveness of synchronous and asynchronous online learning: A meta-analysis. Interactive Learning Environments, 1–17. https://doi.org/10.1080/10494820.2023.2197953
  • Zhang, Q. W., Zhang, M., & Yang, C. X. (2022). Situation, Challenges and Suggestions of College Teachers’ Blended Teaching Readiness. e-Education Research, 345(1), 46–53.
  • Zhu, M., Berri, S., & Zhang, K. (2021). Effective instructional strategies and technology use in blended learning: A case study. Education and Information Technologies, 26(5), 6143–6161. https://doi.org/10.1007/s10639-021-10544-w
  • Zilka, G. C., Cohen, R., & Rahimi, I. (2018). Teacher presence and social presence in virtual and blended courses. Journal of Information Technology Education: Research, 17, 103–126. https://doi.org/10.28945/4061

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