Flipped Classroom Educational Model (2010-2019): A Bibliometric Study
J. Julia , Nurul Afrianti , Kamal Ahmed Soomro , Tedi Supriyadi , Dewi Dolifah , I. Isrokatun , E. Erhamwilda , Dedah Ningrum
Nowadays, teaching and learning activity employing the flipped classroom model has an important position in the process of providing education. This r.
- Pub. date: October 15, 2020
- Pages: 1377-1392
- 2214 Downloads
- 3459 Views
- 25 Citations
Nowadays, teaching and learning activity employing the flipped classroom model has an important position in the process of providing education. This research aimed at identifying and analyzing articles examining the flipped classroom model that has been published in several reputable international journals issued in the 2010-2019 timeframe, which was conducted using bibliometric studies. The research was conducted using a 4-stages systematic mapping method: (1) searching for articles using the Publish or Perish application in the Scopus database, (2) classifying the articles for the bibliometric analysis, (3) checking and completing the metadata of those articles, and (4) conducting bibliometric analysis using VOSviewer application. The bibliometric analysis produced seven findings, as follows: (1) the trend of flipped classroom publications continued to increase from 2013-2019; (2) the ten most contributive journals has published 88 articles by 2019; (3) the ten most cited articles has produced 1,155 citations; (4) the three highest order of author keywords most widely used in flipped classroom articles were flipped classroom, active learning, and blended learning; (5) author collaboration with strong links only occurred in 21 authors through one document; (6) institutional collaboration with strong links formed through 28 collaborating institutions; and (7) state statistics were formed into three clusters and spread across various countries through contributions from authors who were in charge of 456 institutions. The flipped classroom model can be concluded as an educational model that is currently popular among researchers.
flipped classroom educational model bibliometric study publication trend flipped classroom mapping
Keywords: Flipped classroom, educational model, bibliometric study, publication trend, flipped classroom mapping.
References
Abeysekera, L., & Dawson, P. (2015). Motivation and cognitive load in the flipped classroom: definition, rationale and a call for research. Higher Education Research & Development, 34(1), 1-14. https://doi.org/10.1080/07294360.2014.934336
Adnan, M. (2017). Perceptions of senior-year elt students for flipped classroom: a materials development course. Computer Assisted Language Learning, 30(3), 204-222. https://doi.org/10.1080/09588221.2017.1301958
Al-Shabibi, T. S., & Al-Ayasra, M. A.-K. (2019). Effectiveness of the flipped classroom strategy in learning outcomes (bibliometric study). International Journal of Learning, Teaching and Educational Research, 18(3), 96-127. https://doi.org/10.26803/ijlter.18.3.6
Amiryousefi, M. (2019). The incorporation of flipped learning into conventional classes to enhance efl learners’ l2 speaking, l2 listening, and engagement. Innovation in Language Learning and Teaching, 13(2), 147-161. https://doi.org/10.1080/17501229.2017.1394307
Arnold-Garza, S. (2014). The flipped classroom teaching model and its use for information literacy instruction. Communications in Information Literacy, 8(1), 7-22. https://doi.org/10.15760/comminfolit.2014.8.1.161
Ballew, B. S. (2009). Elsevier's scopus® database. Journal of Electronic Resources in Medical Libraries, 6(3), 245-252. https://doi.org/10.1080/15424060903167252
Batanero, J. M. F., Montenegro Rueda, M., Fernandez Cerero, J., & Garcia Martinez, I. (2019a). Impact of the information and communication technologies on the education of students with Down Syndrome: A bibliometric study (2008-2018). European Journal of Educational Research, 9(1), 79-89. https://doi.org/10.12973/eu-jer.9.1.79
Batanero, J. M. F., Rebollo, M. M. R., & Rueda, M. M. (2019b). Impact of ict on students with high abilities. bibliographic review (2008–2018). Computers & Education, 137(8), 48-58. https://doi.org/10.1016/j.compedu.2019.04.007
Baytiyeh, H., & Naja, M. K. (2017). Students’ perceptions of the flipped classroom model in an engineering course: A case study. European Journal of Engineering Education, 42(6), 1048-1061. https://doi.org/10.1080/03043797.2016.1252905
Bergmann, J., & Sams, A. (2012). Flip your classroom: reach every student in every class every day. International society for technology in education.
Berrett, D. (2012). How ‘flipping’the classroom can improve the traditional lecture. The chronicle of higher education, 12(19), 1-3. https://ugeb.pw/826630.pdf
Bishop, J. L., & Verleger, M. A. (2013). The flipped classroom: a survey of the research. In A. Editorial (Eds), 120th Annual Conference & Exposition of the American Society for Engineering Education (ASEE) (pp. 1-18). American Society for Engineering Education. https://www.asee.org/public/conferences/20/papers/6219/view
Blair, E., Maharaj, C., & Primus, S. (2016). Performance and perception in the flipped classroom. Education and Information Technologies, 21(6), 1465-1482. https://doi.org/10.1007/s10639-015-9393-5
Bruff, D. O., Fisher, D. H., McEwen, K. E., & Smith, B. E. (2013). Wrapping a mooc: student perceptions of an experiment in blended learning. Journal of Online Learning and Teaching, 9(2), 187-199. https://www.academia.edu/download/34095325/bruff_0613.pdf
Campbell, K., Vick, D. W., Murray, A. D., & Little, G. F. (1999). Journal publishing, journal reputation, and the united kingdom's research assessment exercise. Journal of Law and Society, 26(4), 470-501. https://doi.org/10.1111/1467-6478.00137
Caner, M. (2012). The definition of blended learning in higher education. In S. Ferebee, A. Heinze, N. Labropoulos, H. Lukosch, F. Mossavar-Rahmani, T.-T. Goh, & T. Zeng (Eds.), Blended learning environments for adults: Evaluations and frameworks (pp. 19-34). IGI Global. https://doi.org/10.4018/978-1-4666-0939-6.ch002
Chen, Y., Wang, Y., & Chen, N.-S. (2014). Is flip enough? or should we use the flipped model instead? Computers & Education, 79, 16-27. https://doi.org/10.1016/j.compedu.2014.07.004
Chen, Y.-T., Liou, S., & Chen, L.-F. (2019). The relationships among gender, cognitive styles, learning strategies, and learning performance in the flipped classroom. International Journal of Human–Computer Interaction, 35(4), 395-403. https://doi.org/10.1080/10447318.2018.1543082
Davies, R. S., Dean, D. L., & Ball, N. (2013). Flipping the classroom and instructional technology integration in a college-level information systems spreadsheet course. Educational Technology Research and Development, 61(4), 563-580. https://doi.org/10.1007/s11423-013-9305-6
Davis, N. L. (2016). Anatomy of a flipped classroom. Journal of Teaching in Travel & Tourism, 16(3), 228-232. https://doi.org/10.1080/15313220.2015.1136802
de Araujo, Z., Otten, S., & Birisci, S. (2017). Conceptualizing “homework” in flipped mathematics classes. Journal of educational technology & society, 20(1), 248-260. https://www.jstor.org/stable/jeductechsoci.20.1.248
DeLozier, S. J., & Rhodes, M. G. (2017). Flipped classrooms: a review of key ideas and recommendations for practice. Educational Psychology Review, 29(1), 141-151. https://doi.org/10.1007/s10648-015-9356-9
Doi, C. (2016). Applying the flipped classroom methodology in a first-year undergraduate music research methods course. Music Reference Services Quarterly, 19(2), 114-135. https://doi.org/10.1080/10588167.2016.1167427
Eduan, W., & Yuanqun, J. (2019). Patterns of the china-africa research collaborations from 2006 to 2016: a bibliometric analysis. Higher education, 77(6), 979-994. https://doi.org/10.1007/s10734-018-0314-6
Enfield, J. (2013). Looking at the impact of the flipped classroom model of instruction on undergraduate multimedia students at csun. TechTrends, 57(6), 14-27. https://doi.org/10.1007/s11528-013-0698-1
Eryilmaz, M. (2015). The effectiveness of blended learning environments. Contemporary Issues in Education Research (CIER), 8(4), 251-256. https://doi.org/10.19030/cier.v8i4.9433
Evans, B. J., Baker, R. B., & Dee, T. S. (2016). Persistence patterns in massive open online courses (moocs). The Journal of Higher Education, 87(2), 206-242. https://doi.org/10.1080/00221546.2016.11777400
Forsey, M., Low, M., & Glance, D. (2013). Flipping the sociology classroom: Towards a practice of online pedagogy. Journal of Sociology, 49(4), 471-485. https://doi.org/10.1177/1440783313504059
Garza-Reyes, J. A. (2015). Lean and green–a systematic review of the state of the art literature. Journal of Cleaner Production, 102, 18-29. https://doi.org/10.1016/j.jclepro.2015.04.064
Gilboy, M. B., Heinerichs, S., & Pazzaglia, G. (2015). Enhancing student engagement using the flipped classroom. Journal of Nutrition Education and Behavior, 47(1), 109-114. https://doi.org/10.1016/j.jneb.2014.08.008
Hantla, B. F. (2014). Book review: Flip your classroom: reach every student in every class every day. SAGE.
Hao, W., & Zhao-Hui, L. (2014). The research of popular topic mining method based on microblogging text. In J.-B. Li (Ed.), Fourth International Conference on Instrumentation and Measurement, Computer, Communication and Control (pp. 888-892). IEEE. https://doi.org/10.1109/IMCCC.2014.186
Hava, K., & Gelibolu, M. F. (2018). The impact of digital citizenship instruction through flipped classroom model on various variables. Contemporary Educational Technology, 9(4), 390-404. https://doi.org/10.30935/cet.471013
Hodges, T. S., & Weber, N. D. (2015). Making heads or tails of classroom flipping. Kappa Delta Pi Record, 51(2), 57-63. https://doi.org/10.1080/00228958.2015.1023135
Hsieh, J. S. C., Wu, W.-C. V., & Marek, M. W. (2017). Using the flipped classroom to enhance EFL learning. Computer Assisted Language Learning, 30(1), 1-21. https://doi.org/10.1080/09588221.2015.1111910
Hudha, M. N., Hamidah, I., Permanasari, A., Abdullah, A. G., Rachman, I., & Matsumoto, T. (2020). Low carbon education: a review and bibliometric analysis. European Journal of Educational Research, 9(1), 319-329. https://doi.org/10.12973/eu-jer.9.1.319
Hwang, G.-J., Lai, C.-L., & Wang, S.-Y. (2015). Seamless flipped learning: a mobile technology-enhanced flipped classroom with effective learning strategies. Journal of Computers in Education, 2(4), 449-473. https://doi.org/10.1007/s40692-015-0043-0
Israel, M. J. (2015). Effectiveness of integrating moocs in traditional classrooms for undergraduate students. International Review of Research in Open and Distributed Learning, 16(5), 102-118. https://doi.org/10.19173/irrodl.v16i5.2222
Jovanovic, J., Mirriahi, N., Gasevic, D., Dawson, S., & Pardo, A. (2019). Predictive power of regularity of pre-class activities in a flipped classroom. Computers & Education, 134, 156-168. https://doi.org/10.1016/j.compedu.2019.02.011
Julia, J., Supriatna, E., Isrokatun, I., Aisyah, I., Hakim, A., & Odebode, A. A. (2020a). Moral education (2010-2019): a bibliometric study (part 2). Universal Journal of Educational Research, 8(7), 2954-2968. https://doi.org/10.13189/ujer.2020.080724
Julia, J., Supriatna, E., Isrokatun, I., Aisyah, I., Nuryani, R., & Odebode, A. A. (2020b). Moral education (2010-2019): a bibliometric study (part 1). Universal Journal of Educational Research, 8(6), 2554-2568. https://doi.org/10.13189/ujer.2020.080639
Katz, J. S., & Martin, B. R. (1997). What is research collaboration? Research policy, 26(1), 1-18. https://doi.org/10.1016/S0048-7333(96)00917-1
Kim, M. K., Kim, S. M., Khera, O., & Getman, J. (2014). The experience of three flipped classrooms in an urban university: an exploration of design principles. The Internet and Higher Education, 22, 37-50. https://doi.org/10.1016/j.iheduc.2014.04.003
Kong, S. C. (2014). Developing information literacy and critical thinking skills through domain knowledge learning in digital classrooms: An experience of practicing flipped classroom strategy. Computers & Education, 78, 160-173. https://doi.org/10.1016/j.compedu.2014.05.009
Koponen, J. (2019). The flipped classroom approach for teaching cross-cultural communication to millennials. Journal of Teaching in International Business, 30(2), 102-124. https://doi.org/10.1080/08975930.2019.1663776
Kwiek, M. (2015). The internationalization of research in europe: a quantitative study of 11 national systems from a micro-level perspective. Journal of Studies in International Education, 19(4), 341-359. https://doi.org/10.1177/1028315315572898
Kwiek, M. (2016). The european research elite: a cross-national study of highly productive academics in 11 countries. Higher education, 71(3), 379-397. https://doi.org/10.1007/s10734-015-9910-x
Lage, M. J., Platt, G. J., & Treglia, M. (2000). Inverting the classroom: a gateway to creating an inclusive learning environment. The Journal of Economic Education, 31(1), 30-43. https://doi.org/10.19030/cier.v8i4.9433
Lai, C.-L., & Hwang, G.-J. (2016). A self-regulated flipped classroom approach to improving students’ learning performance in a mathematics course. Computers & Education, 100, 126-140. https://doi.org/10.1016/j.compedu.2016.05.006
Leisyte, L., & Dee, J. R. (2012). Understanding academic work in a changing institutional environment. In J. C. Smart & M. B. Paulsen (Eds.), Higher education: Handbook of theory and research (pp. 123-206). Springer.
Li, W., Aste, T., Caccioli, F., & Livan, G. (2019). Early coauthorship with top scientists predicts success in academic careers. Nature communications, 10(1), 1-9. https://doi.org/10.1038/s41467-019-13130-4
Lopez-Illescas, C., de Moya-Anegon, F., & Moed, H. F. (2008). Coverage and citation impact of oncological journals in the web of science and scopus. Journal of informetrics, 2(4), 304-316. https://doi.org/10.1016/j.joi.2008.08.001
Love, B., Hodge, A., Corritore, C., & Ernst, D. C. (2015). Inquiry-based learning and the flipped classroom model. Primus, 25(8), 745-762. https://doi.org/10.1080/10511970.2015.1046005
Macdonald, S., & Kam, J. (2007). Aardvark et al.: quality journals and gamesmanship in management studies. Journal of Information Science, 33(6), 702-717. https://doi.org/10.1177/0165551507077419
Martinez-Lopez, F. J., Merigo, J. M., Gazquez-Abad, J. C., & Ruiz-Real, J. L. (2019). Industrial marketing management: bibliometric overview since its foundation. Industrial Marketing Management, 8, 19-38. https://doi.org/10.1016/j.indmarman.2019.07.014
McLaughlin, J. E., Roth, M. T., Glatt, D. M., Gharkholonarehe, N., Davidson, C. A., Griffin, L. M., Esserman, D. A., & Mumper, R. J. (2014). The flipped classroom: a course redesign to foster learning and engagement in a health professions school. Academic medicine, 89(2), 236-243. https://doi.org/10.1097/ACM.0000000000000086
Moffett, J. (2015). Twelve tips for “flipping” the classroom. Medical teacher, 37(4), 331-336. https://doi.org/10.3109/0142159X.2014.943710
Mortensen, C. J., & Nicholson, A. M. (2015). The flipped classroom stimulates greater learning and is a modern 21st century approach to teaching today's undergraduates. Journal of Animal Science, 93(7), 3722-3731. https://doi.org/10.2527/jas.2015-9087
Nouri, J. (2016). The flipped classroom: for active, effective and increased learning–especially for low achievers. International Journal of Educational Technology in Higher Education, 13(1), 33. https://doi.org/10.1186/s41239-016-0032-z
O'Flaherty, J., & Phillips, C. (2015). The use of flipped classrooms in higher education: a scoping review. The Internet and Higher Education, 25, 85-95. https://doi.org/10.1016/j.iheduc.2015.02.002
OCallaghan, C. (2020, March 4). QS world university rankings methodology. QS Top Universities. https://www.topuniversities.com/subject-rankings/methodology
Ogden, L. (2015). Student perceptions of the flipped classroom in college algebra. Primus, 25(9), 782-791. https://doi.org/10.1080/10511970.2015.1054011
Otchie, W. O., & Pedaste, M. (2020). Using Social Media for Learning in High Schools: A Systematic Literature Review. European Journal of Educational Research, 9(2), 889-903. https://doi.org/10.12973/eu-jer.9.2.889
Pratikno, A. S., & Sujarwo. (2018). Comparative research on top five universities’ research productivity in indonesia and malaysia. The New Educational Review, 53(1), 17-27. https://doi.org/10.15804/tner.2018.53.3.01
Qi, M., Zeng, A., Li, M., Fan, Y., & Di, Z. (2017). Standing on the shoulders of giants: the effect of outstanding scientists on young collaborators’ careers. Scientometrics, 111(3), 1839-1850. https://doi.org/10.1007/s11192-017-2328-8
Qiang, J. (2018). Effects of digital flipped classroom teaching method integrated cooperative learning model on learning motivation and outcome. Eurasia Journal of Mathematics, Science and Technology Education, 14(6), 2213-2220. https://doi.org/10.1108/EL-02-2019-0024
Radia, B. (2019). Approaching a reading course via moodle-based blended learning: efl learners’ insights. Modern Journal of Language Teaching Methods (MJLTM), 9(11), 1-12. https://doi.org/10.26655/mjltm.2019.11.1
Rafols, I., Leydesdorff, L., O’Hare, A., Nightingale, P., & Stirling, A. (2012). How journal rankings can suppress interdisciplinary research: a comparison between innovation studies and business & management. Research policy, 41(7), 1262-1282. https://doi.org/10.1016/j.respol.2012.03.015
Ramsden, P. (1994). Describing and explaining research productivity. Higher education, 28(2), 207-226. https://doi.org/10.1007/BF01383729
Said, M., & Bin, M. N. H. (2013). Online collaborative learning in tertiary ict education to enhance students' learning in malaysia. Waikato Journal of Education, 18(2), 189-190. https://doi.org/10.15663/wje.v18i2.178
Salisbury, L. (2009). Web of science and scopus: a comparative review of content and searching capabilities. The Charleston Advisor, 11(1), 5-18. http://www.bio.unipd.it/seminari/SCOPUSversusWoS.pdf
Shareefa, M., & Moosa, V. (2020). The most-cited educational research publications on differentiated instruction: a bibliometric analysis. European Journal of Educational Research, 9(1), 331-349. https://doi.org/10.12973/eu-jer.9.1.331
Shi, Y., Ma, Y., MacLeod, J., & Yang, H. H. (2020). College students’ cognitive learning outcomes in flipped classroom instruction: a meta-analysis of the empirical literature. Journal of Computers in Education, 7(1), 79-103. https://doi.org/10.1007/s40692-019-00142-8
Shih, H.-c. J., & Huang, S.-h. C. (2019a). College students’ metacognitive strategy use in an EFL flipped classroom. Computer Assisted Language Learning, 32(1), 1-30. https://doi.org/10.1080/09588221.2019.1590420
Shih, M., Liang, J.-C., & Tsai, C.-C. (2019b). Exploring the role of university students’ online self-regulated learning in the flipped classroom: a structural equation model. Interactive Learning Environments, 27(8), 1192-1206. https://doi.org/10.1080/10494820.2018.1541909
Shukla, N., Merigó, J. M., Lammers, T., & Miranda, L. (2019). Half a century of computer methods and programs in biomedicine: a bibliometric analysis from 1970-2017. Computer methods and programs in biomedicine, 183, 105075. https://doi.org/10.1016/j.cmpb.2019.105075
Sinta. (2020, June 15). Publications per year on scopus. Sinta Indonesia. http://sinta.ristekbrin.go.id
Sletten, S. R. (2017). Investigating flipped learning: student self-regulated learning, perceptions, and achievement in an introductory biology course. Journal of Science Education and Technology, 26(3), 347-358. https://doi.org/10.1007/s10956-016-9683-8
Sooryamoorthy, R. (2014). Publication productivity and collaboration of researchers in south africa: new empirical evidence. Scientometrics, 98(1), 531-545. https://doi.org/10.1007/s11192-013-0990-z
Sooryamoorthy, R. (2016). Producing information: communication and collaboration in the south african scientific community. Information, Communication & Society, 19(2), 141-159. https://doi.org/10.1007/s11192-013-0990-z
Stephan, P. E., & Levin, S. G. (1992). Striking the mother lode in science: The importance of age, place, and time. Oxford University Press.
Strayer, J. F. (2012). How learning in an inverted classroom influences cooperation, innovation and task orientation. Learning Environments Research, 15(2), 171-193. https://doi.org/10.1007/s10984-012-9108-4
Tang, F., Chen, C., Zhu, Y., Zuo, C., Zhong, Y., Wang, N., Zhou, L., Zou, Y., & Liang, D. (2017). Comparison between flipped classroom and lecture-based classroom in ophthalmology clerkship. Medical education online, 22(1), 1395679. https://doi.org/10.1080/10872981.2017.1395679
Teodorescu, D. (2000). Correlates of faculty publication productivity: a cross-national analysis. Higher education, 39(2), 201-222. https://doi.org/10.1023/A:1003901018634
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
Touchton, M. (2015). Flipping the classroom and student performance in advanced statistics: evidence from a quasi-experiment. Journal of Political Science Education, 11(1), 28-44. https://doi.org/10.1080/15512169.2014.985105
Tütüncü, N., & Aksu, M. (2018). A systematic review of flipped classroom studies in turkish education. International Journal of Social Sciences and Education Research, 4(2), 207-229. https://doi.org/10.24289/ijsser.405647
Uzunboylu, H., & Karagozlu, D. (2015). Flipped classroom: a review of recent literature. World Journal on Educational Technology, 7(2), 142-147. https://doi.org/10.18844/wjet.v7i2.46
Van Eck, N., & Waltman, L. (2010). Software survey: vosviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523-538. https://doi.org/10.1007/s11192-009-0146-3
Van Eck, N. J., & Waltman, L. (2014). Visualizing bibliometric networks. In Y. Ding, R. Rousseau, & D. Wolfram (Eds.), Measuring scholarly impact (pp. 285-320). Springer. https://doi.org/10.1007/978-3-319-10377-8_13
Ye, X.-D., Chang, Y.-H., & Lai, C.-L. (2019). An interactive problem-posing guiding approach to bridging and facilitating pre- and in-class learning for flipped classrooms. Interactive Learning Environments, 27(8), 1075-1092. https://doi.org/10.1080/10494820.2018.1495651
Yilmaz, R. M., & Baydas, O. (2017). An examination of undergraduates’ metacognitive strategies in pre-class asynchronous activity in a flipped classroom. Educational Technology Research and Development, 65(6), 1547-1567. https://doi.org/10.1007/s11423-017-9534-1
Yousef, A. M. F., Chatti, M. A., Schroeder, U., & Wosnitza, M. (2015). A usability evaluation of a blended mooc environment: an experimental case study. International Review of Research in Open and Distributed Learning, 16(2), 69-93. https://doi.org/10.19173/irrodl.v16i2.2032
Zainuddin, Z., & Halili, S. H. (2016). Flipped classroom research and trends from different fields of study. International Review of Research in Open and Distributed Learning, 17(3), 313-340. https://doi.org/10.19173/irrodl.v17i3.2274
Zheng, X.-L., Kim, H.-S., Lai, W.-H., & Hwang, G.-J. (2020). Cognitive regulations in ict-supported flipped classroom interactions: an activity theory perspective. British Journal of Educational Technology, 51(1), 103-130. https://doi.org/10.1111/bjet.12763
Zou, D., Xie, H., & Wang, F. L. (2018). Future trends and research issues of technology-enhanced language learning: a technological perspective. Knowledge Management & E-Learning: An International Journal, 10(4), 426-440. https://doi.org/10.34105/j.kmel.2018.10.026