研究生: |
黃秋月 Huynh, Thi Thu Nguyet |
---|---|
論文名稱: |
外語學習者認知學習風格對於差異化多模態語料呈現與教學之效益影響 Meshing or stretching teaching style? Exploring the roles of EFL learners' learning styles in multimodal input processing |
指導教授: |
劉宇挺
Liu, Yeu-Ting |
口試委員: |
簡雅臻
Chien, Ya-Chen Jane 陳湄涵 Chen, I-Shan Jenny 羅美蘭 Lo, Mei-Lan 曾俊傑 Tseng, Jun-Jie 劉宇挺 Liu, Yeu-Ting |
口試日期: | 2022/09/19 |
學位類別: |
博士 Doctor |
系所名稱: |
英語學系 Department of English |
論文出版年: | 2022 |
畢業學年度: | 110 |
語文別: | 英文 |
論文頁數: | 117 |
中文關鍵詞: | 學習風格 、多模 、影片 、字幕 |
英文關鍵詞: | learning styles, multimodal input, videos, captions |
研究方法: | 實驗設計法 |
DOI URL: | http://doi.org/10.6345/NTNU202201694 |
論文種類: | 學術論文 |
相關次數: | 點閱:227 下載:0 |
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現今的語言教育研究當中,除了引進新穎科技在學習空間的布置當中,亦有大 量的研究著重在妥適的應用多媒體來設計教學。除了探討多媒體教學中需要融入的要 素,言語教師也關注影響學習成效的個體差異 (individual differences) 因素。在這些個 體差異因素中,個人學習風格是目前最為關注的一項因素,但很多研究學者仍對這差 異頗巨的研究結果存疑。在使用科技來達成多元風格的教學前提下,本研究考量學習 風格在採用多媒體幫助學習外國語言的成效。研究對象為一百六十位主修英語的大學 生 (包含八十位聽覺學習者與八十位視覺學習者),分配至四個英文影片學習情境,(1) 有字幕的動態影片(2)無字幕的動態影片(3)有字幕的影像集(4)無字幕的影像集。學習成 效的評估分為直接以及事後測試.分數顯示聽覺學習者不管在有沒有標題字幕的情況下, 學習成效都是比較穩定的。相對的,視覺學習者就很依賴字幕標題的呈現。另外,在 無字幕協助的情況下,聽覺型學習者表現更顯著地勝過視覺型學習者.。根據結果,我 們可以得到下列結論,學習風格確實存在,而字幕標題的導入能提升外語學生的學習 理解,以及靜態背景對於學習者是更有幫助的。
In line with the plethora of multimedia materials in language education, besides introducing new technologies to language classrooms, there have been an increasing number of studies targeting the optimal design of such media in multimedia instruction. In particular, aside from exploring what components should be included, educators are also concerned about individual difference (IDs) factors that moderate the efficacies of those designs. Among various IDs factors, learning styles are possibly the most popular among practitioners, and yet they are being questioned by researchers due to the inconsistent results in the huge body of research. On the premise of differentiated and personalised instruction made possible by technology, this study foregrounds learning styles in exploring the efficacy of various video designs for foreign language listening. A total of 160 English-major college students (80 auditory and 80 visual learners) were equally assigned to four learning conditions with English videos, which varied in terms of backgrounds (i.e. recorded footages or image sequences) and captions (i.e. with or without captions). Specifically, the four versions of videos were (1) captioned-dynamic-video, (2) non-captioned-dynamic-video, (3) captioned-image-sequence- video, and (4) non-captioned-image-sequence-video. The learning outcomes were evaluated by immediate and delayed post-tests administered in three learning sessions. Results revealed the evidence for the moderating roles of learning styles in FL listening comprehension. Whilst auditory participants performed stably with or without captions, the visual participants’ scores were dependent upon the presence of captions. The impacts of learning styles were more apparent in non-captioned video conditions, in which the auditory participants significantly outperformed the visual participants. In addition, captions were found to assist all FL learners in enhancing their listening comprehension. Moreover, the static background seems to be more beneficial to learning, especially for auditory learners. Implications for language education are also discussed.
Abraham, L. (2008). Computer-mediated glosses in second language reading comprehension and vocabulary learning: A meta-analysis. Computer Assisted Language Learning, 12(3), 199–226. https://doi.org/10.1080/09588220802090246
Acha, J. (2009). The effectiveness of multimedia programmes in children’s vocabulary learning. British Journal of Educational Technology, 40, 23–31.
Ainsworth, S. (2014). The multiple representation principle in multimedia learning. In R. E. Mayer (Ed.), The Cambridge handbook of multimedia learning (2 ed., pp. 464-486). Cambridge University Press. https://doi.org/10.1017/CBO9781139547369.024
Alloway, T. P., Banner, G. E., & Smith, P. (2010). Working memory and cognitive styles in adolescents' attainment. British Journal of Educational Psychology, 80(4), 567-581. https://doi.org/10.1348/000709910X494566
Arana, S., Marquand, A., Hultén, A., Hagoort, P., & Schoffelen, J.-M. (2020). Sensory modality-independent activation of the brain network for language. The Journal of Neuroscience, 40(14), 2914-2924. https://doi.org/10.1523/jneurosci.2271-19.2020
Arbuthnott, K. D., & Krätzig, G. P. (2015). Effective teaching: sensory learning styles versus general memory processes. Comprehensive Psychology, 4, 06.IT.04.02. https://doi.org/10.2466/06.It.4.2
Armstrong, S., Peterson, E., & Rayner, S. G. (2012). Understanding and defining cognitive style and learning style: A delphi study in the context of educational psychology. Educational Studies, 38(4), 449-455.
Aslaksen, K., & Lorås, H. (2018). The modality-specific learning style hypothesis: a mini-review. Frontiers in Psychology, 9(1538). https://doi.org/10.3389/fpsyg.2018.01538
Atkinson, R. C., & Shiffrin, R. M. (1968). Human memory: a proposed system and its control processes. In K. W. Spence & J. T. Spence (Eds.), The psychology of learning and motivation: Advances in research and theory (Vol. 2, pp. 89-195). Academic Press.
Atkinson, R. C., & Shiffrin, R. M. (1971). The control of short-term memory. Scientific American, 225(2), 82-90. https://doi.org/10.1038/scientificamerican0871-82
Baddeley, A. D. (1999a). Essentials of human memory. Psychology.
Baddeley, A. D. (1999b). Human memory. Allyn & Bacon.
Baddeley, A. D. (2003). Working memory and language: an overview. Journal of Communication Disorders, 36(3), 189-208. https://doi.org/10.1016/s0021-9924(03)00019-4
Baddeley, A. D. (2007). Working memory, thought, and action. Oxford University Press. https://doi.org/10.1093/acprof:oso/9780198528012.001.0001
Baddeley, A. D. (2010). Working memory. Current Biology, 20(4), R136-R140. https://doi.org/10.1016/j.cub.2009.12.014
Baddeley, A. D. (2012). Working memory: theories, models, and controversies. Annual Review of Psychology, 63(1), 1-29. https://doi.org/10.1146/annurev-psych-120710-100422
Baddeley, A. D., Gathercole, S., & Papagno, C. (1998). The phonological loop as a language learning device. Psychological Review, 105(1), 158-173. https://doi.org/10.1037/0033-295X.105.1.158
Barcroft, J. (2015). Lexical input processing and vocabulary learning. John Benjamins.
Becker, A. (2016). L2 students' performance on listening comprehension items targeting local and global information. Journal of English for Academic Purposes, 24, 1-13. https://doi.org/10.1016/j.jeap.2016.07.004
Berent, I. (2013). The phonological mind. Trends in Cognitive Science, 17(7), 319-327. https://doi.org/10.1016/j.tics.2013.05.004
Bernsen, N. O. (2008). Multimodality theory. In D. Tzovaras (Ed.), Multimodal User Interfaces: From Signals to Interaction (pp. 5-29). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-540-78345-9_2
Boers, F., Warren, P., He, L., & Deconinck, J. (2017). Does adding pictures to glosses enhance vocabulary uptake from reading? System, 66, 113-129. https://doi.org/10.1016/j.system.2017.03.017
Boucheix, J.-M., Lowe, R. K., & Bugaiska, A. (2015). Age differences in learning from instructional animations. Applied Cognitive Psychology, 29(4), 524-535. https://doi.org/https://doi.org/10.1002/acp.3131
Brod, G. (2020). Generative learning: which strategies for what age? Educational Psychology Review. https://doi.org/10.1007/s10648-020-09571-9
Brucker, B., de Koning, B., Rosenbaum, D., Ehlis, A.-C., & Gerjets, P. (2022). The influence of gestures and visuospatial ability during learning about movements with dynamic visualizations – An fNIRS study. Computers in Human Behavior, 129, 107151. https://doi.org/10.1016/j.chb.2021.107151
Butcher, K. R. (2014). The multimedia principle. In R. E. Mayer (Ed.), The Cambridge Handbook of Multimedia Learning (2 ed., pp. 174-205). Cambridge University Press. https://doi.org/10.1017/CBO9781139547369.010
Çakiroğlu, Ü., Güler, M., Atabay, M., & Güler, M. (2019). Connections between learning styles and perceived cognitive load in multimedia learning: an experimental study. Journal of Educational Technology Systems, 48(4), 553-573. https://doi.org/10.1177/0047239519844509
Campoy-Cubillo, M. C., & Querol-Julián, M. (2015). Assessing multimodal listening. In B. C. Camiciottoli & I. Fortanet-Gómez (Eds.), Multimodal analysis in academic settings: from research to teaching (1st ed.). Routledge. https://doi.org/10.4324/9781315738758
Cassidy, S. (2004). Learning styles: An overview of theories, models, and measures. Educational Psychology, 24(4), 419-444. https://doi.org/10.1080/0144341042000228834
Chang, C.-C., Tseng, K.-H., & Tseng, J.-S. (2011). Is single or dual channel with different English proficiencies better for English listening comprehension, cognitive load and attitude in ubiquitous learning environment? Computers & Education, 57(4), 2313-2321. https://doi.org/10.1016/j.compedu.2011.06.006
Chang, C.-C., Warden, C., A., Liang, C., & Chou, P.-N. (2018). Performance, cognitive load, and behaviour of technology-assisted English listening learning: from CALL to MALL. Journal of Computer Assisted Learning, 34(2), 105-114. https://doi.org/10.1111/jcal.12218
Chi, C., Chen, H.-J. H., Tseng, W.-T., & Liu, Y.-T. (2022). Efficacy of different presentation modes for L2 video comprehension: Full versus partial display of verbal and nonverbal input. ReCALL, 1-17. https://doi.org/10.1017/S0958344022000088
Chen, C.-M., Li, M.-C., & Lin, M.-F. (2020). The effects of video-annotated learning and reviewing system with vocabulary learning mechanism on English listening comprehension and technology acceptance. Computer Assisted Language Learning, 1-37. https://doi.org/10.1080/09588221.2020.1825093
Chien, S.-Y., Hwang, G.-J., & Jong, M. S.-Y. (2020). Effects of peer assessment within the context of spherical video-based virtual reality on EFL students’ English-speaking performance and learning perceptions. Computers & Education, 146, 103751. https://doi.org/10.1016/j.compedu.2019.103751
Chiu, P.-S., Chen, H.-C., Huang, Y.-M., Liu, C.-J., Liu, M.-C., & Shen, M.-H. (2016). A video annotation learning approach to improve the effects of video learning. Innovations in Education and Teaching International, 55(4), 459-469. https://doi.org/10.1080/14703297.2016.1213653
Chun, D., Kern, R., & Smith, B. (2016). Technology in language use, language teaching, and language learning. The Modern Language Journal, 100(S1), 64-80. https://doi.org/10.1111/modl.12302
Clark, J. M., & Paivio, A. (1991). Dual coding theory and education. Educational Psychology Review, 3(3), 149-210. https://doi.org/10.1007/BF01320076
Clark, R. C., & Mayer, R. E. (2016). E-learning and the science of instruction: Proven guidelines for consumers and designers of multimedia learning (4th ed.). John Wiley & Sons, Inc.
Clark, R. E., & Feldon, D. F. (2014). Ten common but questionable principles of multimedia learning. In R. E. Mayer (Ed.), The Cambridge handbook of multimedia learning (2 ed., pp. 151-173). Cambridge University Press. https://doi.org/10.1017/CBO9781139547369.009
Coffield, F., Moseley, D., Hall, E., & Ecclestone, K. (2004). Learning styles and pedagogy in post-16 learning: A systematic and critical review. Learning and Skills Research Centre.
Cohen, J. (1998). Statistical power analysis for the behavioural sciences (2nd ed.). Lawrence Erlbaum Associates.
Cohen, A. D., Oxford, R. L., & Chi, J. C. (2009). Learning style survey: assessing your own learning styles. In B. Kappler Mikk, A. D. Cohen, & R. M. Paige (Eds.), Maximizing study abroad: an instructional guide to strategies for language and culture learning and use (pp. 153–161). Center for Advanced Research on Language Acquisition.
Conklin, K., Alotaibi, S., Pellicer-Sánchez, A., & Vilkaitė-Lozdienė, L. (2020). What eye-tracking tells us about reading-only and reading-while-listening in a first and second language. Second Language Research, 36(3), 257-276. https://doi.org/10.1177/0267658320921496
Constable, R. T., Pugh, K. R., Berroya, E., Mencl, W. E., Westerveld, M., Ni, W., & Shankweiler, D. (2004). Sentence complexity and input modality effects in sentence comprehension: an fMRI study. Neuroimage, 22(1), 11-21. https://doi.org/10.1016/j.neuroimage.2004.01.001
Constantinidou, F., & Baker, S. (2002). Stimulus modality and verbal learning performance in normal aging. Brain and Language, 82, 296–311.
Constantinidou, F., Danos, M. A., Nelson, D., & Baker, S. (2011). Effects of modality presentation on working memory in school-age children: evidence for the pictorial superiority hypothesis. Child Neuropsychology, 17(2), 173-196. https://doi.org/10.1080/09297049.2010.525503
Courage, M. L. (2019). From print to digital: The medium is only part of the message. In J. E. Kim & B. Hassinger-Das (Eds.), Reading in the digital age: Young children’s experiences with e-books (pp. 23-43). Springer Nature Switzerland AG. https://doi.org/10.1007/978-3-030-20077-0_3
Crawford Camiciottoli, B., & Fortanet-Gómez, I. (2015). Multimodal analysis in academic settings: from research to teaching (1st ed.). Routledge. https://doi.org/10.4324/9781315738758
Cronbach, L. J., & Snow, R. E. (1977). Aptitudes and instructional methods.
Danesh, T., & Farvardin, M. T. (2016). A comparative study of the effects of different glossing conditions on EFL learners’ vocabulary recall. SAGE Open. https://doi.org/10.1177/2158244016669548
de Jong, T. (2010). Cognitive load theory, educational research, and instructional design: Some food for thought. Instructional Science: An International Journal of the Learning Sciences, 38, 105-134. https://doi.org/10.1007/s11251-009-9110-0
Desmet, P., & Cornillie, F. (2012). Multimedia CALL. In N. M. Seel (Ed.), Encyclopedia of the sciences of learning (pp. 2368-2371). Springer US. https://doi.org/10.1007/978-1-4419-1428-6_963
Dörnyei, Z., & Ryan, S. (2015). Learning styles and cognitive styles. In Z. Dörnyei & S. Ryan (Eds.), The psychology of the language learners revisited (pp. 106-139). Routledge.
Dressman, M. (2019). Multimodality and language learning. In The Handbook of informal language learning (pp. 39-55). https://doi.org/10.1002/9781119472384.ch3
Ellis, R. (2008). The study of second language acquisition. Oxford University Press.
Feldon, D. F., Jeong, S., & Clark, R. E. (2021). Fifteen common but questionable principles of multimedia learning. In L. Fiorella & R. E. Mayer (Eds.), The Cambridge handbook of multimedia learning (3 ed., pp. 25-40). Cambridge University Press. https://doi.org/10.1017/9781108894333.005
Fiorella, L., & Mayer, R. E. (2015). Learning as a generative activity: eight learning strategies that promote understanding. Cambridge University Press. https://doi.org/10.1017/CBO9781107707085
Fiorella, L., & Mayer, R. E. (2016). Eight ways to promote generative learning. Educational Psychology Review(28), 717–741. https://doi.org/10.1007/s10648-015-9348-9
Fiorella, L., Stull, A. T., Kuhlmann, S., & Mayer, R. E. (2019). Fostering generative learning from video lessons: benefits of instructor-generated drawings and learner-generated explanations. Journal of Educational Psychology. https://doi.org/10.1037/edu0000408
Forsberg, J., Mohr, S., & Jansen, S. (2019). “The goal is to enable students to communicate”: Communicative competence and target varieties in TEFL practices in Sweden and Germany. European Journal of Applied Linguistics, 7(1), 31-60. https://doi.org/10.1515/eujal-2018-0006
Franciosi, S. J., 2017. . Educ. Technol. Soc. 20 (1), 123–133. (2017). The effect of computer game-based learning on FL vocabulary transferability. Educational Technology and Society, 20(1), 123-133.
Gamboa Mora, M. C., Vera-Monroy, S. P., Mejía-Camacho, A., & Guerrero Rueda, W. J. (2021). Perception channels and cognitive styles: opponents, followers or learning allies? Heliyon, 7(2), e06242. https://doi.org/10.1016/j.heliyon.2021.e06242
Gasiorek, J. (2018). Message processing: the science of creating understanding. University of Hawaii Manoa.
Gass, S., Winke, P., Isbell, D. R., & Ahn, J. (2019). How captions help people learn languages: A working-memory, eye-tracking study. Language Learning & Technology, 23(2), 84–104. https://doi.org/10125/44684
Georgiadou, E., & Roehr-Brackin, K. (2017). Investigating executive working memory and phonological short-term memory in relation to fluency and self-repair behavior in L2 speech. Journal of Psycholinguistic Research, 46(4), 877-895. https://doi.org/10.1007/s10936-016-9463-x
Gerjets, P., Scheiter, K., & Cierniak, G. (2009). The scientific value of cognitive load theory: a research agenda based on the structuralist view of Theories. Educational Psychology Review, 21, 43–54. https://doi.org/10.1007/s10648-008-9096-1
Gettys, S., Imhof, L. A., & Kautz, J. O. (2001). Computer-assisted reading: the effect of glossing format on comprehension and vocabulary retention. Foreign Language Annals, 34, 91–106.
Golonka, E. M., Bowles, A. R., Frank, V. M., Richardson, D. L., & Freynik, S. (2014). Technologies for foreign language learning: a review of technology types and their effectiveness. Computer Assisted Language Learning, 27(1), 70-105. https://doi.org/10.1080/09588221.2012.700315
Greving, S., & Richter, T. (2018). Examining the testing effect in university teaching: retrievability and question format matter. Frontiers in Psychology, 9. https://doi.org/10.3389/fpsyg.2018.02412
Griffiths, C. (2012). Learning styles: traversing the quagmire. In S. Mercer, S. Ryan, & M. Williams (Eds.), Psychology for language learning: insights from theory, research and practice (pp. 151–168). Palgrave Macmillan.
Güryay, B. (2016). The relationship between learning modalities and perceived self‐regulation levels. Procedia‐Social and Behavioral Sciences, 232, 389–395.
Haciomeroglu, E. S., & LaVenia, M. (2017). Object-spatial imagery and verbal cognitive styles in high school students. Perceptual and Motor Skills, 124(3), 689–702.
Hanke, U. (2012). Generative Learning. In S. N.M. (Ed.), Encyclopedia of the sciences of learning. Springer. https://doi.org/10.1007/978-1-4419-1428-6_171
Harskamp, E., Mayer, R. E., Suhre, C., & Jansma, J. (2007). Does the modality principle for multimedia learning apply to science classrooms? Learning and Instruction, 17, 465–477.
Hegarty, M. (2004). Dynamic visualizations and learning: Getting to the difficult questions. Learning and Instruction, 14(3), 343-351.
Hellenbrand, J., Mayer, R. E., Opfermann, M., Schmeck, A., & Leutner, D. (2019). How generative drawing affects the learning process: An eye-tracking analysis. Applied Cognitive Psychology, 33(6), 1147-1164. https://doi.org/10.1002/acp.3559
Höffler, T. N., & Leutner, D. (2007). Instructional animation versus static pictures: A meta-analysis. Learning and Instruction, 17(6), 722-738. https://doi.org/10.1016/j.learninstruc.2007.09.013
Holler, J., & Levinson, S. C. (2019). Multimodal language processing in human communication. Trends in Cognitive Sciences, 23(8), 639-652. https://doi.org/10.1016/j.tics.2019.05.006
Hsieh, Y. (2020). Effects of video captioning on EFL vocabulary learning and listening comprehension. Computer Assisted Language Learning, 33(5-6), 567-589. https://doi.org/10.1080/09588221.2019.1577898
Hsu, C.-K., Hwang, G.-J., & Chan, C.-K. (2014). An automatic caption filtering and partial hiding approach to improving the English listening comprehension of EFL students. Journal of Educational Technology & Society, 17(2), 270-283. http://www.jstor.org/stable/jeductechsoci.17.2.270
Hsu, C.-K., Hwang, G.-J., Chang, Y.-T., & Chang, C.-K. (2013). Effects of video caption modes on English listening comprehension and vocabulary acquisition using handheld devices. Educational Technology & Society, 16(1), 403–414.
Hsu, C.-K., Hwang, G.-J., & Chan, C.-K. (2014). An automatic caption filtering and partial hiding approach to improving the English listening comprehension of EFL students. Journal of Educational Technology & Society, 17(2), 270-283. http://www.jstor.org/stable/jeductechsoci.17.2.270
Hsu, T.-C., & Hwang, G.-J. (2016). The application of augmented reality in English vocabulary learning for elementary school students. In M. J. Spector, B. B. Lockee, & M. D. Childress (Eds.), Learning, Design, and Technology: An International Compendium of Theory, Research, Practice, and Policy (pp. 1-19). Springer International Publishing. https://doi.org/10.1007/978-3-319-17727-4_28-1
Hsu, T.-C., & Hwang, G.-J. (2021). Interaction of visual interface and academic levels with young students’ anxiety, playfulness, and enjoyment in programming for robot control. Universal Access in the Information Society. https://doi.org/10.1007/s10209-021-00821-3
Hsu, T. C. (2017). Learning English with augmented reality: do learning styles matter? Computer & Education, 106, 137–149.
Hu, S. M., Vongpumivitch, V., Chang, J. S., & Liou, H. C. (2014). The effects of L1 and L2 e-glosses on incidental vocabulary learning of junior high-school English students. ReCALL, 26, 80–99.
Huang, L. L., & Lin, C. C. (2014). Three approaches to glossing and their effects on vocabulary learning. System, 44, 127-136.
Husmann, P. R., & O’Loughlin, V. D. (2018). Another nail in the coffin for learning styles? Disparities among undergraduate anatomy students’ study strategies, class performance, and reported VARK learning styles. Anatomical Sciences Education, 12, 6-19.
Hwang, G.-J., Hsu, T.-C., & Hsieh, Y.-H. (2018). Impacts of different smartphone caption/subtitle mechanisms on English listening performance and perceptions of students with different learning styles. International Journal of Human–Computer Interaction, 35(4-5), 333-344. https://doi.org/10.1080/10447318.2018.1543091
Hwang, G.-J., Huang, H., Wang, R.-X., & Zhu, L.-L. (2021). Effects of a concept mapping-based problem-posing approach on students’ learning achievements and critical thinking tendency: An application in Classical Chinese learning contexts. British Journal of Educational Technology, 52(1), 374-493. https://doi.org/10.1111/bjet.13007
Jewitt, C. (2008). Multimodality and literacy in school classrooms. Review of Research in Education, 32(1), 241-267. https://doi.org/10.3102/0091732x07310586
Jewitt, C. (2014). The Routledge handbook of multimodal analysis. Routledge.
Jewitt, C. (2017). Multimodal discourses across the curriculum. In S. L. Thorne & S. May (Eds.), Language, Education and Technology (pp. 31-43). Springer International Publishing. https://doi.org/10.1007/978-3-319-02237-6_4
Jonassen, D. H., & Grabowski, B. L. (1993). Handbook of individual differences, learning, and instruction. Erlbaum.
Johnson, D., & Samora, D. (2016). The potential transformation of higher education through computer‐based adaptive learning systems. Global Education Journal, 1, 1–17.
Joyce, H. D. S., & Feez, S. (2018). Multimodality across classrooms: learning about and through different modalities. Routledge. https://doi.org/10.4324/9780203701072
Juffs, A., & Rodriguez, G. A. (2014). Second language sentence processing. Routledge.
Kalyuga, S., & Sweller, J. (2021). The redundancy principle in multimedia learning. In L. Fiorella & R. E. Mayer (Eds.), The Cambridge handbook of multimedia learning (3 ed., pp. 212-220). Cambridge University Press. https://doi.org/10.1017/9781108894333.021
Kam, E. F., Liu, Y.-T., & Tseng, W.-T. (2020). Effects of modality preference and working memory capacity on captioned videos in enhancing L2 listening outcomes. ReCALL, 32(2), 213-230. https://doi.org/10.1017/S0958344020000014
Kamińska, P. M. (2014). Learning styles and second language education. Cambridge Scholars Publishing.
Kang, X., Matthews, S., Yip, V., & Wong, P. C. M. (2021). Language and nonlanguage factors in foreign language learning: evidence for the learning condition hypothesis. npj Science of Learning, 6(1), 28. https://doi.org/10.1038/s41539-021-00104-9
Kearney, M. D., & Schuck, S. R. (2004). Authentic learning through the use of digital video. 1-7.
Kessler, G. (2016). Technology standards for language teacher preparation. In F. Farr & L. Murray (Eds.), The Routledge handbook of language learning and technology (pp. 57-70). Routledge.
Kirschner, P. A. (2017). Stop propagating the learning styles myth. Computers & Education, 106, 166-171. https://doi.org/10.1016/j.compedu.2016.12.006
Knörzer, L., Brünken, R., & Park, B. (2016). Emotions and multimedia learning: the moderating role of learner characteristics. Journal of Computer Assisted Learning, 32(6), 618-631. https://doi.org/10.1111/jcal.12158
Koć‐Januchta, M. M., Höffler, T. N., Eckhardt, M., & Leutner, D. (2019). Does modality play a role? Visual‐verbal cognitive style and multimedia learning. Journal of Computer Assisted Learning, 35, 747-757. https://doi.org/10.1111/jcal.12381
Koć‐Januchta, M. M., Höffler, T. N., Thoma, G.-B., Prechtl, H., & Leutner, D. (2017). Visualizers versus verbalizers: Effects of cognitive style on learning with texts and pictures - An eye-tracking study. Computers in Human Behavior, 68, 170-179.
Kozan, K., Erçetin, G., & Richardson, J. C. (2015). Input modality and working memory: Effects on second language text comprehension in a multimedia learning environment. System, 55, 63-73. https://doi.org/10.1016/j.system.2015.09.001
Krätzig, G. P., and Arbuthnott, K. D. (2006). Perceptual learning style and learning proficiency: a test of the hypothesis. J. Educ. Psychol. 98, 238–246. https://doi.org/10.1037/0022-0663.98.1.238
Kress, G. (2010). Multimodality: a social semiotic approach to contemporary communication. Routledge. https://doi.org/10.4324/9780203970034
Kress, G., & van Leeuwen, T. (2020). Reading images: the grammar of visual design (3rd ed.). Routledge. https://doi.org/10.4324/9781003099857
Lajoie, S. P. (2014). Multimedia learning of cognitive processes. In R. E. Mayer (Ed.), The Cambridge Handbook of multimedia learning (2 ed., pp. 623-646). Cambridge University Press. https://doi.org/10.1017/CBO9781139547369.031
Lee, C., Yeung, A. S., & Ip, T. (2016). Use of computer technology for English language learning: do learning styles, gender, and age matter? Computer Assisted Language Learning, 29(5), 1035-1051. https://doi.org/10.1080/09588221.2016.1140655
Lee, H., & Mayer, R. E. (2018). Fostering learning from instructional video in a second language. Applied Cognitive Psychology, 32(5), 648-654. https://doi.org/10.1002/acp.3436.
Lee, M., & Révész, A. (2018). Promoting grammatical development through textually enhanced captions: an eye-tracking study The Modern Language Journal, 102(3), 557-577. https://doi.org/10.1111/modl.12503
Lee, P.-J., Liu, Y.-T., & Tseng, W.-T. (2019). One size fits all? In search of the desirable caption display for second language learners with different caption reliance in listening comprehension. Language Teaching Research, 136216881985645-136216881985645. https://doi.org/10.1177/1362168819856451
Lehmann, J., Goussios, C., & Seufert, T. (2015). Working memory capacity and disfluency effect: an aptitude-treatment-interaction study. Metacognition and Learning, 11, 89-105. https://doi.org/10.1007/s11409-015-9149-z
Lehmann, J., & Seufert, T. (2020). The interaction between text modality and the learner’s modality preference influences comprehension and cognitive load. Frontiers in Psychology, 10(2820). https://doi.org/10.3389/fpsyg.2019.02820
Lenzner, A., Schnotz, W., & Müller, A. (2013). The role of decorative pictures in learning. Instructional Science, 41(5), 811-831. https://doi.org/10.1007/s11251-012-9256-z
Lethaby, C., & Mayne, R. (2020). A critical examination of perceptual learning styles in English language teaching. International Review of Applied Linguistics in Language Teaching, 58(2), 221-237. https://doi.org/10.1515/iral-2017-0067
Leveridge, A. N., & Yang, J. C. (2013). Testing learner reliance on caption supports in second language listening comprehension multimedia environments. ReCALL, 25(2), 199-214. https://doi.org/10.1017/s0958344013000074
Lim-Fei, V. (2021). Embodied teaching. In V. Lim-Fei (Ed.), Designing learning with embodied teaching: perspectives from multimodality (pp. 1-18). Routledge.
Lim-Fei, V., & Tan, K. Y. S. (2017). Multimodal translational research: teaching visual text. In O. Seizov & J. Wildfeuer (Eds.), New studies in multimodality: Conceptual and methodological elaborations. Bloomsbury.
Lin, C. C. (2017). Learning English with electronic textbooks on tablet PCs. Interactive Learning Environments, 25(8), 1035-1047. https://doi.org/10.1080/10494820.2016.1242505
Lin, C. C., & Yu, Y. C. (2017). Effects of presentation modes on mobile-assisted vocabulary learning and cognitive load. Interactive Learning Environments, 25(4), 528-542. https://doi.org/10.1080/10494820.2016.1155160
Liu, Y., Jang, B. G., & Roy-Campbell, Z. (2018). Optimum input mode in the modality and redundancy principles for university ESL students' multimedia learning. Computers & Education, 127, 190-200. https://doi.org/10.1016/j.compedu.2018.08.025
Liu, Y.-T. (2015). Enhancing L2 digital reading for EFL learners. English Teaching & Learning, 39(2), 33-64. https://doi.org/10.6330/ETL.2015.39.2.02
Liu, Y.-T., & Todd, A. G. (2014). Dual-modality input in repeated reading for foreign language learners with different learning styles. Foreign Language Annals, 47(4), 684-706. https://doi.org/10.1111/flan.12113
Low, R. (2012). Modality effect on learning. In N. M. Seel (Ed.), Encyclopedia of the Sciences of Learning. Springer. https://doi.org/10.1007/978-1-4419-1428-6_256
Low, R., & Sweller, J. (2014). The modality principle in multimedia learning. In R. E. Mayer (Ed.), The Cambridge Handbook of Multimedia Learning (2 ed., pp. 227-246). Cambridge University Press. https://doi.org/10.1017/CBO9781139547369.012
Marcus, N., Cleary, B., Wong, A., & Ayres, P. (2013). Should hand actions be observed when learning hand motor skills from instructional animations? Computers in Human Behavior, 29(6), 2172-2178. https://doi.org/10.1016/j.chb.2013.04.035
Martin, K. I., & Ellis, N. C. (2012). The roles of phonological short-term memory and working memory in L2 grammar and vocabulary learning. Studies in Second Language Acquisition, 34(3), 379-413. https://doi.org/10.1017/S0272263112000125
Martin, R. C., & Slevc, L. R. (2014). Language production and working memory. In M. Goldrick, V. S. Ferreira, & M. Miozzo (Eds.), The Oxford handbook of language production. Oxford University Press. https://doi.org/10.1093/oxfordhb/9780199735471.013.009
Martin, S. (2015). Measuring cognitive load and cognition: metrics for technology enhanced learning. Educational Research and Evaluation, 20(7-8), 592-621. https://doi.org/10.1080/13803611.2014.997140
Massa, L. J., & Mayer, R. E. (2006). Testing the ATI hypothesis: should multimedia instruction accommodate verbalizer-visualizer cognitive style? Learning and Individual Differences, 16, 321-335.
Mayer, R. E. (2011). Applying the science of learning to multimedia instruction. In J. P. Mestre & B. H. Ross (Eds.), Psychology of Learning and Motivation (Vol. 55, pp. 77-108). Academic Press. https://doi.org/10.1016/B978-0-12-387691-1.00003-X
Mayer, R. E. (2011). Does styles research have useful implications for educational practice? Learning and Individual Differences, 21, 319-320.
Mayer, R. E. (2014a). Cognitive theory of multimedia learning. In R. E. Mayer (Ed.), The Cambridge Handbook of Multimedia Learning (pp. 43-71). Cambridge University Press. https://doi.org/10.1017/CBO9781139547369.005
Mayer, R. E. (2014b). Research-based principles for designing multimedia instruction. In V. A. Benassi, C. E. Overson, & C. M. Hakala (Eds.), (pp. 59-70). Society for the Teaching of Psychology.
Mayer, R. E. (2021). Multimedia learning (3rd ed.). Cambridge University Press. https://doi.org/10.1017/9781316941355
Mayer, R. E., Fiorella, L., & Stull, A. T. (2020). Five ways to increase the effectiveness of instructional video. Educational Technology Research and Development, 68(3), 837-852. https://doi.org/10.1007/s11423-020-09749-6
Mayer, R. E., & Massa, L. J. (2003). Three facets of visual and verbal learners: cognitive ability, cognitive style, and learning preference. Journal of Educational Psychology, 95, 833-846.
Mayer, R. E., & Pilegard, C. (2014). Principles for managing essential processing in multimedia learning: segmenting, pre-training, and modality principles. In R. E. Mayer (Ed.), The Cambridge Handbook of Multimedia Learning (2 ed., pp. 316-344). Cambridge University Press. https://doi.org/10.1017/CBO9781139547369.016
Mayer, R. E., Wells, A., Parong, J., & Howarth, J. (2019). Learner control of the pacing of an online slideshow: does segmenting help? Applied Cognitive Psychology, 33, 390–935.
McEwan, R. C., & Reynolds, S. (2007). Verbalisers and visualisers: cognitive styles that are less than equal. Fanshawe Faculty and Staff Publications - CRI, 13.
McVee, M. B., Dunsmore, K., & Gavelek, J. R. (2013). Schema theory revisited. In D. E. Alvermann, N. J. Unrau, & R. B. Ruddell (Eds.), Theoretical models and processes of reading (6th ed., pp. 489-523). International Reading Association.
Messick, S. (1984). The nature of cognitive styles: Problems and promise in educational practice. Educational psychologist, 19(2), 59-74. https://doi.org/10.1080/00461528409529283
Michel, M., Kormos, J., Brunfaut, T., & Ratajczak, M. (2019). The role of working memory in young second language learners’ written performances. Journal of Second Language Writing, 45, 31-45. https://doi.org/10.1016/j.jslw.2019.03.002
Mohsen, A. M., & Balakumar, M. (2011). A review of multimedia glosses and their effects on L2 vocabulary acquisition in CALL literature. ReCALL, 23(2), 135–159. https://doi.org/10.1017/S095834401100005X
Montero Perez, M. (2020). Multimodal input in SLA research. Studies in Second Language Acquisition, 42(3), 653-663. https://doi.org/10.1017/S0272263120000145
Montero Perez, M. (2022). Second or foreign language learning through watching audio-visual input and the role of on-screen text. Language Teaching, 55(2), 163-192. https://doi.org/10.1017/S0261444821000501
Moreno, R., & Mayer, R. E. (2007). Interactive multimodal learning environments. Educational Psychology Review, 19(3), 309-326. https://doi.org/10.1007/s10648-007-9047-2
Moreno, R., Mayer, R. E., Spires, H., & Lester, J. (2001). The case for social agency in computer-based teaching: Do students learn more deeply when they interact with animated pedagogical agents? Cognition and Instruction, 19, 177–214.
Moreno, R., & Park, B. (2010). Cognitive Load Theory: historical development and relation to other theories. In J. L. Plass, R. Moreno, & R. Brünken (Eds.), Cognitive load theory. Cambridge University Press.
Mutlu-Bayraktar, D., Cosgun, V., & Altan, T. (2019). Cognitive load in multimedia learning environments: A systematic review. Computers & Education, 141. https://doi.org/10.1016/j.compedu.2019.103618
Newton, P. M. (2015). The learning styles myth is thriving in higher education. Frontiers in Psychology, 6, 1908. https://doi.org/10.3389/fpsyg.2015.01908
Niegemann, H. M., & Heidig, S. (2012). Multimedia learning. In N. M. Seel (Ed.), Encyclopedia of the sciences of learning (pp. 2372-2375). Springer US. https://doi.org/10.1007/978-1-4419-1428-6_285
Nikolov, M., & Mihaljević Djigunović, J. (2019). Teaching young language learners. In X. Gao (Ed.), Second handbook of English language teaching (pp. 577-599). Springer International Publishing. https://doi.org/10.1007/978-3-030-02899-2_31
Noetel, M., Griffith, S., Delaney, O., Harris, N. R., Sanders, T., Parker, P., del Pozo Cruz, B., & Lonsdale, C. (2022). Multimedia design for learning: an overview of reviews with meta-meta-analysis. Review of Educational Research, 92(3), 413-454. https://doi.org/10.3102/00346543211052329
Nouri, J. (2019). Students multimodal literacy and design of learning during self-studies in higher education. Technology, Knowledge and Learning, 24(4), 683-698. https://doi.org/10.1007/s10758-018-9360-5
Olivier, J. (2020). Self-directed multimodal learning within a context of transformative open education. In J. Oliver (Ed.), Self-directed multimodal learning in higher education (pp. 1-49). AOSIS. https://doi.org/10.4102/aosis.2020.BK210.01
O’Toole, M. (1994). The language of displayed art. Leicester University Press.
Orru, G., & Longo, L. (2019). The evolution of Cognitive Load Theory and the measurement of its Intrinsic, Extraneous and Germane Loads: A review. In L. Longo & M. Leva (Eds.), H-WORKLOAD 2018: human mental workload: models and applications (Vol. 1012, pp. 23-48). Springer Nature Switzerland AG. https://doi.org/10.1007/978-3-030-14273-5_3
Paas, F., & Sweller, J. (2012). An evolutionary upgrade of Cognitive Load Theory: using the human motor system and collaboration to support the learning of complex cognitive tasks. Educational Psychology Review, 24(1), 27-45. https://doi.org/10.1007/s10648-011-9179-2
Paas, F., & Sweller, J. (2014). Implications of cognitive load theory for multimedia learning. In R. E. Mayer (Ed.), The Cambridge Handbook of Multimedia Learning (2 ed., pp. 27-42). Cambridge University Press. https://doi.org/10.1017/CBO9781139547369.004
Paas, F., & van Merriënboer, J. J. G. (2020). Cognitive Load Theory: methods to manage working memory load in the learning of complex tasks. Current Directions in Psychological Science, 29(4), 394-398. https://doi.org/10.1177/0963721420922183
Paivio, A. (1986). Mental representations: a dual coding approach. Oxford University Press.
Paivio, A. (2007). Mind and its evolution: a dual coding theoretical approach. Erlbaum.
Paivio, A. (2010). Dual coding theory and the mental lexicon. The Mental Lexicon, 5(2), 205-230. https://doi.org/10.1075/ml.5.2.04pai
Pashler, H., McDaniel, M., Rohrer, D., & Bjork, R. (2009). Learning styles: concepts and evidence. Psychological science in the public interest, 9(3), 105-119. https://doi.org/10.1111/j.1539-6053.2009.01038.x
Pei, H., Huang, X., & Ding, M. (2022). Image visualization: dynamic and static images generate users’ visual cognitive experience using eye-tracking technology. Displays, 73, 102175. https://doi.org/10.1016/j.displa.2022.102175
Pellicer-Sánchez, A., Tragant, E., Conklin, K., Rodgers, M., Serrano, R., & Llanes, Á. (2020). Young learners’ processing of multimodal input and its impact on reading comprehension: an eye-tracking study. Studies in Second Language Acquisition, 42(3), 577-598. https://doi.org/10.1017/S0272263120000091
Peng, P., Barnes, M., Wang, C., Wang, W., Li, S., Swanson, H. L., Dardick, W., & Tao, S. (2018). A meta-analysis on the relation between reading and working memory. Psychological Bulletin, 144(1), 48–76. https://doi.org/10.1037/bul0000124
Perez, M. M., & Rodgers, M. P. H. (2019). Video and language learning. The Language Learning Journal, 47(4), 403-406. https://doi.org/10.1080/09571736.2019.1629099
Perniss, P. (2018). Why we should study multimodal language. Frontiers in Psychology, 9(1109), 1-5. https://doi.org/10.3389/fpsyg.2018.01109
Perrachione, T. K., Ghosh, S. S., Ostrovskaya, I., Gabrieli, J. D. E., & Kovelman, I. (2017). Phonological working memory for words and nonwords in cerebral cortex. Journal of speech, language, and hearing research : JSLHR, 60(7), 1959-1979. https://doi.org/10.1044/2017_JSLHR-L-15-0446
Philip, H., & Mike, L. (2016). Theory in computer-assisted language learning research and practice. In The Routledge Handbook of Language Learning and Technology. Routledge. https://doi.org/10.4324/9781315657899.ch2
Philippe, S., Souchet, A. D., Lameras, P., Petridis, P., Caporal, J., Coldeboeuf, G., & Duzan, H. (2020). Multimodal teaching, learning and training in virtual reality: a review and case study. Virtual Reality & Intelligent Hardware, 2(5), 421-442. https://doi.org/10.1016/j.vrih.2020.07.008
Pierce, L. J., Genesee, F., Delcenserie, A., & Morgan, G. (2017). Variations in phonological working memory: linking early language experiences and language learning outcomes. Applied Psycholinguistics, 38, 1265–1302.
Plass, J. L., & Jones, L. C. (2005). Multimedia learning in second language acquisition. In R. Mayer (Ed.), The Cambridge handbook of multimedia learning (pp. 467-488). Cambridge University Press. https://doi.org/10.1017/CBO9780511816819.030
Plass, J. L., Kalyuga, S., & Leutner, D. (2010). Individual differences and Cognitive Load theory. In J. L. Plass, R. Brünken, & R. Moreno (Eds.), Cognitive Load Theory (pp. 65-88). Cambridge University Press. https://doi.org/10.1017/CBO9780511844744.006
Ploetzner, R., Berney, S., & Bétrancourt, M. (2021). When learning from animations is more successful than learning from static pictures: learning the specifics of change. Instructional Science, 49(4), 497-514. https://doi.org/10.1007/s11251-021-09541-w
Räisänen, C. (2015). There is more to multimodality than discourse features and nonverbal behaviors! In B. C. Camiciottoli & I. Fortanet-Gómez (Eds.), Multimodal Analysis in Academic Settings: From Research to Teaching. Routledge. https://doi.org/10.4324/9781315738758
Rassaei, E. (2018). Computer-mediated textual and audio glosses, perceptual style and L2 vocabulary learning. Language Teaching Research, 22(6), 657-675. https://doi.org/10.1177/1362168817690183
Rayner, S. G. (2000). Reconstructing style differences in thinking and learning: Profiling learning performance. In R. J. Riding & S. G. Rayner (Eds.), Interpersonal perspectives on individual differences (Vol. 1: Cognitive styles, pp. 115–177). Ablex.
Reinhardt, J. (2019). Social media in second and foreign language teaching and learning: Blogs, wikis, and social networking. Language Teaching, 52(1), 1-39. https://doi.org/10.1017/S0261444818000356
Reinwein, J. (2012). Does the modality effect Exist? and if so, which modality effect? Journal of Psycholinguistic Research, 41, 1-32. https://doi.org/10.1007/s10936-011-9180-4
Révész, A., Michel, M., & Lee, M. (2017). Investigating IELTS academic writing task 2: relationships between cognitive writing processes, text quality, and working memory (Online ISSN 2201-2982; IELTS Research Reports Online Series). IELTS. Melbourne, Australia: IELTS Partners: British Council, Cambridge English Language Assessment and IDP: IELTS Australia.
Riding, R. J., & Rayner, S. G. (1998). Cognitive styles and learning strategies: Understanding style differences in learning and behaviour. David Fulton Publishers.
Rogowsky, B. A., Calhoun, B. M., & Tallal, P. (2016). Does modality matter? The effects of reading, listening, and dual modality on comprehension. SAGE Open, 6(3), 2158244016669550. https://doi.org/10.1177/2158244016669550
Rowsell, J., & Collier, D. R. (2017). Researching multimodality in language and education. In K. A. King, Y.-J. Lai, & S. May (Eds.), Research Methods in Language and Education (pp. 311-324). Springer International Publishing. https://doi.org/10.1007/978-3-319-02249-9_23
Rowsell, J., & Walsh, M. (2011). Rethinking literacy education in new times : Multimodality, multiliteracies & new literacies. Brock Education: A Journal of Educational Research and Practice, 21(1), 53-62. https://doi.org/10.26522/BROCKED.V21I1.236
Ruben, M. A., Stosic, M. D., Correale, J., & Blanch-Hartigan, D. (2021). Is technology enhancing or hindering interpersonal communication? A framework and preliminary results to examine the relationship between technology use and nonverbal decoding skill. Frontiers in Psychology, 11. https://doi.org/10.3389/fpsyg.2020.611670
Rudner, M. (2018). Working memory for linguistic and non-linguistic manual gestures: evidence, theory, and application. Frontiers in Psychology, 9(679). https://doi.org/10.3389/fpsyg.2018.00679
Sadler-Smith, E., & Riding, R. (1999). Cognitive style and instructional preferences. Instructional Science, 27(5), 355-371. https://doi.org/10.1023/A:1003277503330
Schneider, S., Nebel, S., Beege, M., & Rey, G. D. (2020). The retrieval-enhancing effects of decorative pictures as memory cues in multimedia learning videos and subsequent performance tests. Journal of Educational Psychology, 112(6), 1111-1127. https://doi.org/10.1037/edu0000432
Schnotz, W. (2014). Integrated model of text and picture comprehension. In R. E. Mayer (Ed.), The Cambridge handbook of multimedia learning (2nd ed., pp. 72-103). Cambridge University Press. https://doi.org/10.1017/CBO9781139547369.006
Schwenzow, J., Hartmann, J., Schikowsky, A., & Heitmann, M. (2021). Understanding videos at scale: How to extract insights for business research. Journal of Business Research, 123, 367-379. https://doi.org/10.1016/j.jbusres.2020.09.059
Scott-Phillips, T. (2015). Speaking our minds. Palgrave Macmillan.
Seel, N. M. (2012). Encyclopedia of the sciences of learning. Springer. https://doi.org/10.1007/978-1-4419-1428-6_2441
Serrano, R., & Pellicer-Sánchez, A. (2020). Young L2 learners’ online processing of information in a graded reader during reading-only and reading-while-listening conditions: A study of eye-movements. Applied Linguistics Review, 0(0). https://doi.org/10.1515/applirev-2018-0102
Stewart, J., & White, D. A. (2011). Estimating Guessing Effects on the Vocabulary Levels Test for Differing Degrees of Word Knowledge. TESOL Quarterly, 45(2), 370-380. http://www.jstor.org/stable/41307638
Stöckl, H. (2019). Linguistic multimodality – multimodal linguistics: a state-of-the-art sketch. In W. Janina, P. Jana, B. John, S. Ognyan, & I. T. Chiao (Eds.), Multimodality (pp. 41-68). De Gruyter. https://doi.org/10.1515/9783110608694-002
Stull, A. T., & Mayer, R. E. (2007). Learning by doing versus learning by viewing: Three experimental comparisons of learner-generated versus author-provided graphic organizers. Journal of Educational Psychology, 99(4), 808–820. https://doi.org/10.1037/0022-0663.99.4.808
Sun, C., Wei, L., & Young, R. F. (2022). Measuring teacher cognition: Comparing Chinese EFL teachers’ implicit and explicit attitudes toward English language teaching methods. Language Teaching Research, 26(3), 382-410. https://doi.org/10.1177/1362168820903010
Suzuki, Y., & DeKeyser, R. (2017). Exploratory research on second language practice distribution: An Aptitude × Treatment interaction. Applied Psycholinguistics, 38(1), 27-56. https://doi.org/10.1017/S0142716416000084
Sweller, J. (1988). Cognitive load during problem solving: Effects on learning. Cognitive Science, 12, 257–285.
Sweller, J. (2005). Implications of cognitive load theory for multimedia learning. In R. E. Mayer (Ed.), The Cambridge Handbook of Multimedia Learning (pp. 19-30). Cambridge University Press. https://doi.org/10.1017/CBO9780511816819.003
Sweller, J. (2020). Cognitive load theory and educational technology. Education technology research and development, 68(1), 1-16. https://doi.org/10.1007/s11423-019-09701-3
Sweller, J., van Merrienboer, J. J. G., & Paas, F. (1998). Cognitive architecture and instructional design. Educational Psychology Review, 10(3), 251-296. https://doi.org/10.1023/a:1022193728205
Sweller, J., van Merriënboer, J. J. G., & Paas, F. (2019). Cognitive architecture and instructional design: 20 years later. Educational Psychology Review, 31(2), 261-292. https://doi.org/10.1007/s10648-019-09465-5
Teng, M. F. (2022a). Incidental L2 vocabulary learning from viewing captioned videos: Effects of learner-related factors. System, 105, 102736. https://doi.org/10.1016/j.system.2022.102736
Teng, M. F. (2022b). Vocabulary learning through videos: captions, advance-organizer strategy, and their combination. Computer Assisted Language Learning, 35(3), 518-550. https://doi.org/10.1080/09588221.2020.1720253
Thomas, J. (2020). Discovering English with VersaText: studying and teaching vocabulary and grammar one text at a time (Versatile Teacher Training). Versatile Publisher.
Tragant, E., & Vallbona, A. (2018). Reading while listening to learn: young EFL learners’ perceptions. ELT Journal, 72(4), 395-404. https://doi.org/10.1093/elt/ccy009
Vanderplank, R. (2016). Captioned media in foreign language learning and teaching: Subtitles for the deaf and hard-of-hearing as tools for language learning. Springer.
Valentini, A., Ricketts, J., Pye, R. E., & Houston-Price, C. (2018). Listening while reading promotes word learning from stories. Journal of Experimental Child Psychology, 167, 10-31. https://doi.org/10.1016/j.jecp.2017.09.022
van der Hoorn, B., & Killen, C. P. (2021). Stop sanitizing project management education: Embracing Desirable Difficulties to enhance practice-relevant online learning. Project Leadership and Society, 2, 100027. https://doi.org/10.1016/j.plas.2021.100027
van Leeuwen, T. (2005). Three models of interdisciplinarity. In R. Wodak & P. Chilton (Eds.), A new agenda in (critical) discourse analysis: theory, methodology and interdisciplinarity (pp. 3-18). John Benjamins.
van Merriënboer, J. J. G., & Sweller, J. (2005). Cognitive load theory and complex learning: Recent developments and future directions. Educational Psychology Review, 17, 147-177.
Wang, J., Mendori, T., & Hoel, T. (2019). Strategies for multimedia learning object recommendation in a language learning support system: verbal learners vs. visual learners. International Journal of Human–Computer Interaction, 35(4-5), 345-355. https://doi.org/10.1080/10447318.2018.1543085
Wang, X., Zhou, P., Mayer, R. E., & Lin, L. (2020). Benefits of interactive graphic organizers in online learning: evidence for generative learning theory. Journal of Educational Psychology, 113(5), 1024-1037. https://doi.org/10.1037/edu0000606
Webb, S., & Chang, A. C.-S. (2015). Second language vocabulary learning through extensive reading with audio support: How do frequency and distribution of occurrence affect learning? Language Teaching Research, 19(6), 667-686. https://doi.org/10.1177/1362168814559800
Wen, Z. (2014). Theorizing and measuring working memory in first and second language research. Language Teaching, 47(2), 174-190. https://doi.org/10.1017/s0261444813000517
Wen, Z. (2019). Working memory as language aptitude: The phonological/executive model. In Z. Wen, P. Skehan, A. Biedroń, S. Li, & R. L. Sparks (Eds.), Language aptitude: advancing theory, testing, research and practice. Routledge. https://doi.org/10.4324/9781315122021
Wen, Z., & Li, S. (2019). Working memory in L2 learning and processing. In The Cambridge Handbook of language learning (pp. 365-389). https://doi.org/10.1017/9781108333603.016
Wildfeuer, J., Pflaeging, J. P., Bateman, J., Seizov, O., & Tseng, C. I. (2019). Multimodality. De Gruyter. https://doi.org/10.1515/9783110608694
Winke, P. (2013). An investigation into second language aptitude for advanced Chinese language learning. The Modern Language Journal, 97(1), 109-130. https://doi.org/10.1111/j.1540-4781.2013.01428.x
Wirzberger, M., Herms, R., Esmaeili Bijarsari, S., Eibl, M., & Rey, G. D. (2018). Schema-related cognitive load influences performance, speech, and physiology in a dual-task setting: A continuous multi-measure approach. Cognitive research: principles and implications, 3(1), 46. https://doi.org/10.1186/s41235-018-0138-z
Wittrock, M. C. (1990). Generative processes of comprehension. Educational psychologist(24), 345–376.
Wittrock, M. C. (1992). Generative learning processes of the brain. Educational psychologist, 27(4), 531-541. https://doi.org/10.1207/s15326985ep2704_8
Wong, L. L. C., & Nunan, D. (2011). The learning styles and strategies of effective language learners. System, 39(2), 144-163. https://doi.org/10.1016/j.system.2011.05.004
Yeh, Y., & Wang, C. (2003). Effects of multimedia vocabulary annotations and learning styles on vocabulary learning. CALICO Journal, 21(1), 131-144.
Yoshii, M. (2006). L1 and L2 glosses: Their effects on incidental vocabulary learning. Language Learning & Technology, 10, 85-101.
Yoshii, M., & Flaitz, J. (2002). Second language incidental vocabulary retention: The effect of picture and annotation types. CALICO Journal, 20, 33-58.