A Network Meta-Analysis of Teaching Methods Influencing English Reading
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Abstract
The current research endeavor aimed to first analyze the overall effect size of the teaching methods on English reading. Secondly, we strove to study characteristics of research that impacted the effect size of different teaching methods on English reading. Lastly, we would like to compare effect sizes of different teaching methods on English reading. Data were collected from various national journals from the TCI tier 1 in the field of social sciences and international journals from Scopus from the year 2012 to 2021 based on PICO search. The research studies that passed the criteria were further selected based on the PRISMA protocol; also, the publication bias was investigated. The obtained data went through the meta-analysis and network meta-analysis to find out answers for the research questions.
The results of the meta-analysis revealed that first, the overall effect size of the teaching methods on students’ English reading was considered in the middle range (0.62). Next, group work and instructional management based on mutual psychology impacted the effect sizes of different teaching methods on English reading. The effect size of the group that did not implement group work on different teaching methods was greater than the counterpart that did so. Moreover, the effect size of the group that adopted mutual psychology was greater than the one that did not. The network meta-analysis discovered that the reading strategy had the most significant effect on English reading, followed by the effect size of computer-assisted instruction, and traditional learning, which accounted for the least influential.
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References
พงศ์ศักดิ์ สังขภิญโญ. (2563). ปัญหาการอ่านในสังคมไทย: บริบทระบบการศึกษาและปัจจัยสนับสนุน. วารสารมนุษยศาสตร์และสังคมศาสตร์ มหาวิทยาลัยราชภัฏสุราษฎร์ธานี, 12(1), 1-32.
พรพรรณ พูลเขาล้าน. (2563). การพัฒนาาความสามารถในการอ่านเพื่อความเข้าใจโดยใช้การจดัการเรียนรู้ แบบ Active Learning ร่วมกับเทคนิค SQ4R. การศึกษามหาบัณฑิตสาขาวิชาวิทยาการทางการศึกษาและการจัดการเรียนรู้. มหาวิทยาลัยศรีนครินทรวิโรฒ. http://ir-ithesis.swu.ac.th/dspace/bitstream/123456789/1283/1/
gs601130010.pdf
สมบัติ คชสิทธิ์ จันทนี อินทรสูต และ ธนกร สุวรรณพฤฒิ.(2560). การจัดการเรียนรู้ภาษาอังกฤษให้กับผู้เรียนยุค THAILAND 4.0. วารสารวไลยอลงกรณ์ปริทัศน์ (มนุษยศาสตร์และสังคมศาสตร์). 7(2). 175-186. http://acad.vru.ac.th/
Journal/journal%207_2/7_2_16.pdf
สำนักงานสถิติแห่งชาติ. (2563). การสำรวจการอ่านของประชากร พ.ศ. 2561. กรุงเทพฯ : กองสถิติพยากรณ์.
สิทธิพงศ์ วัฒนานนท์สกุล นัยนา ถาวรายุศม์ ชนินทร์ สกุลอิสริยาภรณ์ และพิมพ์นภัสสรา หงส์จ้อย. (2562). ผลของโปรแกรมส่งเสริมการกำกับตนเองและการรับรู้ความสามารถของตน ที่มีต่อการเสริมสร้างความเข้าใจในการอ่านภาษาอังกฤษของนักเรียนชั้นประถมศึกษา. วารสารวิจัยและพัฒนาหลักสูตร, 9(2), 308-328.
สุภาภรณ์ ยิ้มวิลัย. (2562). การพัฒนาความสามารถการอ่านภาษาอังกฤษและการมีส่วนร่วมของผู้เรียนที่เรียนภาษาอังกฤษเป็นภาษาต่างประเทศโดยการจัดการเรียนรู้แบบสื่อประสม. วารสารมนุษยศาสตร์และสังคมศาสตร์ มหาวิทยาลัยราชภัฏพิบูลสงคราม, 13(2), หน้า 368-382.
หนึ่งฤทัย เขียวสวัสดิ์ วิชิต สุรัตน์เรืองชัย และปริญญา ทองสอน. (2564). ผลการจัดการเรียนรู้โดยใช้แนวคิดการเรียนรู้แบบใช้สมองเป็นฐาน (BRAIN-BASED LEARNING) ร่วมกับกลวิธีเสริมต่อการเรียนรู้เพื่อพัฒนาทักษะการอ่านจับใจความภาษาอังกฤษ ของนักเรียนชั้นประถมศึกษาปีที่ 6. วารสารศึกษาศาสตร์ มหาวิทยาลัยนเรศวร, 23(3),
หน้า 371-381.
Abed, T. B. B. (2019). The implementation of jigsaw as a Cooperative learning strategy to improve Birzeit University EFL students’ reading comprehension. Ricerche di Pedagogia e Didattica. Journal of Theories and Research in Education, 14(3), 269-304. https://doi.org/10.6092/issn.1970-2221/9430269
Ahmed, A. A. A., Kumar, T., Iksan, M., Subrahmanyam, S., Kokhichko, A. N., Hussein Ali, M., ... & Sadat Mousavi, M. (2022). Comparing the Effectiveness of Massive Open Online Course (MOOC) and Flipped Instruction on EFL Learners’ Reading Comprehension. Education Research International, (9). 1-9. https://doi.org/10.1155/2022/6543920
Alhabahba, M. M., Pandian, A., & Ali Mahfoodh, O. H. (2016). The effect of integrated instructions on reading comprehension, motivation, and cognitive variables. Issues in Educational Research, 26(3), 387-406.
Borenstein, M., Hedges, L. V., Higgins, J. P. T., & Rothstein, H. R. (2009). Introduction to Meta-Analysis. John Wiley & Sons, Ltd. https://doi.org/10.1002/9780470743386
Chang, M. M., & Lin, M. C. (2019). Experimental study on strategy-oriented web-based english instruction for EFL students. Journal of Educational Computing Research, 56(8), 1238-1257. https://doi.org/10.1177/0735633117739410
Chen, M. L. (2012). Effects of Integrating Children's Literature and DVD Films into a College EFL Class. English Teaching: Practice and Critique, 11(4), 88-98.
Chiang, H. Y. A., Liu, C. H., & Shih, Y. N. (2012). Effect of assistive reading software on high school students with learning disabilities: A pilot study. Work, 42(4), 473-480. https://doi.org/10.3233/WOR-2012-1376
Cohen, A. D. (2007). Strategies in learning and using a second language. London and New York: Longman.
Dabarera, C., Renandya, W. A., & Zhang, L. J. (2014). The impact of metacognitive scaffolding and monitoring on reading comprehension. System, 42, 462-473. https://doi.org/10.1016/j.system.2013.12.020
Daftarifard, P., & Birjandi, P. (2017). Impact of mediation types on Iranian EFL learners’ reading comprehension strategies. Journal of Research in Applied Linguistics, 8(1), 22-45. https://doi.org/
22055/RALS.2017.12611
Delgado, P., Vargas, C., Ackerman, R., & Salmerón, L. (2018). Don't throw away your printed books: A meta-analysis on the effects of reading media on reading comprehension. Educational Research Review, 25, 23-38. https://doi.org/10.1016/j.edurev.2018.09.003
FactsMaps (2020). PISA 2018 Worldwide Ranking: Average score of mathematics, science and reading. Retrieved from https://factsmaps.com/pisa-2018-worldwide-ranking-average-score-of-mathematics-science-reading/
Fathi, J., & Afzali, M. (2020). The Effect of Second Language Reading Strategy Instruction on Young Iranian EFL Learners' Reading Comprehension. International Journal of Instruction, 13(1), 475-488. https://doi.org/10.29333/iji.2020.13131a
Filderman, M. J., Austin, C. R., Boucher, A. N., O’Donnell, K., & Swanson, E. A. (2022). A meta-analysis of the effects of reading comprehension interventions on the reading comprehension outcomes of struggling readers in third through 12th grades. Exceptional Children, 88(2), 163-184. https://doi.org/10.1177/00144029211050860
Galuschka, K., Görgen, R., Kalmar, J., Haberstroh, S., Schmalz, X., & Schulte-Körne, G. (2020). Effectiveness of spelling interventions for learners with dyslexia: A meta-analysis and systematic review. Educational Psychologist, 55(1), 1-20. https://doi.org/10.1080/00461520.2019.1659794
Gersten, R., Haymond, K., Newman-Gonchar, R., Dimino, J., & Jayanthi, M. (2020). Meta-analysis of the impact of reading interventions for students in the primary grades. Journal of Research on Educational Effectiveness, 13(2), 401-427. https://doi.org/10.1080/19345747.2019.1689591
Graham, S., Liu, X., Aitken, A., Ng, C., Bartlett, B., Harris, K. R., &Holzapfel, J. (2017). Effectiveness of literacy programs balancing reading and writing instruction: A meta-analysis. Reading Research Quarterly, 53(3), 279-304. https://doi.org/10.1002/rrq.194
Grant, E. S., & Calderbank-Batista, T. (2013). Network meta-analysis for complex social interventions: Problems and potential. Journal of the Society for Social Work and Research, 4(4), 406-420. https://doi.org/10.5243/jsswr.2013.25
Grissom, R. J., & Kim, J. J. (2011). Effect Sizes for Research: Univariate and Multivariate Applications (2nd ed.). Routledge. https://doi.org/10.4324/9780203803233
Haith, A. M., & Krakauer, J. W. (2018). The multiple effects of practice: skill, habit and reduced cognitive load. Current opinion in behavioral sciences, 20, 196-201. https://doi.org/10.1016/j.cobeha.2018.01.015
Hsieh, Y., & Huang, S. (2020). Using an E-book in the secondary English classroom: Effects on EFL reading and listening. Education and Information Technologies, 25(2),1285-1301. https://doi.org/10.1007/s10639-019
Hsu, C. K., Hwang, G. J., & Chang, C. K. (2013). A personalized recommendation-based mobile learning approach to improving the reading performance of EFL students. Computers & Education, 63, 327-336. https://doi.org/10.1016/j.compedu.2012.12.004
Islam, M. H. (2015). Thorndike Theory and It’s Application in Learning. At-Ta'lim: Jurnal Pendidikan, 1(1), 37-47.
Klingner, J. K. (2004). Assessing reading comprehension. Assessment for effective intervention, 29(4), 59-70. https://doi.org/10.1177/073724770402900408
Lee, J. Y. (2019). Teaching test-taking strategies to EFL student readers with different language proficiencies: An empirical reassessment. ESP Today, 7(2), 165-181. https://doi.org/
18485/esptoday.2019.7.2.3
Lee, S. P., Lee, S. D., Liao, Y. L., & Wang, A. C. (2015). Effects of audio-visual aids on foreign language test anxiety, reading and listening comprehension, and retention in EFL learners. Perceptual and motor skills, 120(2), 576-590. https://doi.org/10.2466/24.PMS.120v14x2
Littell, J. H., Corcoran, J., & Pillai, V. (2008). Systematic Reviews and Meta-Analysis. Oxford University Press. https://doi.org/10.1093/acprof:oso/9780195326543.001.0001
Lo, C. C., Lu, S. Y., & Cheng, D. D. (2021). The influence of Reader’s Theater on High School Students’ English Reading Comprehension-English Learning Anxiety and Learning Styles Perspective. SAGE Open, 11(4), 1-17. https://doi.org/10.1177/21582440211061576
Mulder, E., van de Ven, M., Segers, E., Krepel, A., de Bree, E. H., van der Maas, H., ... & Verhoeven, L. (2021). Serious game-based word-to-text integration intervention effects in English as a second language. Contemporary Educational Psychology, 65, https://doi.org/10.1016/j.cedpsych.2021.101972
Naeini, J. (2015). A comparative study of the effects of two approaches of dynamic assessment on the reading comprehension of Iranian EFL learners. International Journal of Applied Linguistics and English Literature, 4(2), 54-67. http://dx.doi.org/10.7575/aiac.ijalel.v.4n.2p.54
OECD. (2021). 21st Century Readers: Developing literacy skills in a digital world. Paris: OECD Publishing. https://doi.org/10.1787/a83d84cb-en
Oxford, R., Cho, Y., Leung, S., & Kim, H. (2004). Effect of the presence and difficulty of task on strategy use: An exploratory study. IRAL (International Review of Applied Linguistics in Language Teaching), 42, 1–47. https://doi.org/10.1515/iral.2004.001.
Padeliadu, S., & Giazitzidoui, S. (2018). A synthesis of research on reading fluency development: Study of eight meta-analyses. European Journal of Special Education Research, 3(4), 232-256. https://doi.org/10.5281/zenodo.1477124
Pan, C. Y., & Wu, H. Y. (2013). The Cooperative Learning Effects on English Reading Comprehension and Learning Motivation of EFL Freshmen. English Language Teaching, 6(5), 13-27. http://dx.doi.org/10.5539/elt.v6n5p13
Qi, W., & Jiang, Y. (2021). Use of a Graphic Organiser as a Pedagogical Instrument for the Sustainable Development of EFL Learners’ English Reading Comprehension. Sustainability, 13(24), 169-181. https://doi.org/10.3390/su132413748
Sadiku, L. M. (2015). The importance of four skills reading, speaking, writing, listening in a lesson hour. European Journal of Language and Literature, 1(1), 29-31. https://doi.org/10.26417/ejls.v1i1.p29-31
Slavin, R. E. (2019). Educational psychology: Theory and practice.
Snow, C. (2002). Reading for understanding: Toward an R&D program in reading comprehension. Rand Corporation. https://litmedmod.ca/sites/default/files/pdf/snow-rand-mr1465.pdf
Suggate, S. P. (2016). A meta-analysis of the long-term effects of phonemic awareness, phonics, fluency, and reading comprehension interventions. Journal of Learning Disabilities, 49(1), 77-96. https://doi.org/10.1177/0022219414528540
Thorndike, L., & Bruce, D. (2017). Animal intelligence: Experimental studies. Routledge.
Urquhart, A. H., & Weir, C. J. (2014). Reading in a second language: Process, product and practice. Routledge.
Wang, Z., Guo, Y., Wang, Y., Tu, Y. F., & Liu, C. (2021). Technological Solutions for Sustainable Development: Effects of a Visual Prompt Scaffolding-Based Virtual Reality Approach on EFL Learners’ Reading Comprehension, Learning Attitude, Motivation, and Anxiety. Sustainability, 13(24), https://doi.org/10.3390/su132413977
Wigfield, A., Faust, L. T., Cambria, J., & Eccles, J. S. (2019). Motivation in education.
Yu, Y. (2019). The research on cooperative learning in English reading teaching in college. Theory and Practice in Language Studies, 9(6), 678-687. http://dx.doi.org/10.17507/tpls.0906.10