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HOW DO DIFFERENT FORMS OF GLOSSING CONTRIBUTE TO L2 VOCABULARY LEARNING FROM READING?

A META-REGRESSION ANALYSIS

Published online by Cambridge University Press:  14 January 2020

Akifumi Yanagisawa
Affiliation:
University of Western Ontario
Stuart Webb
Affiliation:
University of Western Ontario
Takumi Uchihara
Affiliation:
University of Western Ontario

Abstract

This meta-analysis investigated the overall effects of glossing on L2 vocabulary learning from reading and the influence of potential moderator variables: gloss format (type, language, mode) and text and learner characteristics. A total of 359 effect sizes from 42 studies (N = 3802) meeting the inclusion criteria were meta-analyzed. The results indicated that glossed reading led to significantly greater learning of words (45.3% and 33.4% on immediate and delayed posttests, respectively) than nonglossed reading (26.6% and 19.8%). Multiple-choice glosses were the most effective, and in-text glosses and glossaries were the least effective gloss types. L1 glosses yielded greater learning than L2 glosses. We found no interaction between language (L1, L2) and proficiency (beginner, intermediate, advanced), and no significant difference among modes of glossing (textual, pictorial, auditory). Learning gains were moderated by test formats (recall, recognition, other), comprehension of text, and proficiency.

Type
Research Article
Open Practices
Open data
Copyright
Copyright © Cambridge University Press 2020 

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Footnotes

We would like to thank Dr. James E. Pustejovsky for his input about statistical analysis. We are also grateful to Susan Gass, Luke Plonsky, and the anonymous SSLA reviewers for their constructive feedback on earlier versions of the manuscript.

The experiment in this article earned an Open Data badge for transparent practices. The materials are available at https://osf.io/zr6t2/.

References

REFERENCES

Abraham, L. B. (2008). Computer-mediated glosses in second language reading comprehension and vocabulary learning: A meta-analysis. Computer Assisted Language Learning, 21, 199226. https://doi.org/10.1080/09588220802090246CrossRefGoogle Scholar
AbuSeileek, A. F. M. (2013). Hypermedia annotation presentation: Learners’ preferences and effect on EFL reading comprehension and vocabulary acquisition. CALICO Journal, 25, 260275.Google Scholar
Al-Seghayer, K. (2001). The effect of multimedia annotation modes on L2 vocabulary acquisition: A comparative study. Language Learning & Technology, 5, 202232.Google Scholar
Azari, F. (2012). Review of effects of textual glosses on incidental vocabulary learning. International Journal of Innovative Ideas, 12, 1324.Google Scholar
Azari, F., Abdullah, F. S., Heng, C. S., & Hoon, T. B. (2012). Effects of glosses on vocabulary gain and retention among tertiary level EFL learners. Retrieved from https://eric.ed.gov/?id=ED533228Google Scholar
Bell, F. L., & LeBlanc, L. B. (2000). The language of glosses in L2 reading on computer: Learners’ preferences. Hispania, 83, 274285. https://doi.org/10.2307/346199CrossRefGoogle Scholar
Boers, F., Warren, P., Grimshaw, G., & Siyanova-Chanturia, A. (2017). On the benefits of multimodal annotations for vocabulary uptake from reading. Computer Assisted Language Learning, 30, 709725. https://doi.org/10.1080/09588221.2017.1356335CrossRefGoogle Scholar
Boers, F., Warren, P., He, L., & Deconinck, J. (2017). Does adding pictures to glosses enhance vocabulary uptake from reading? System, 66, 113129. https://doi.org/10.1016/j.system.2017.03.017CrossRefGoogle Scholar
Bowles, M. A. (2004). L2 glossing: To CALL or not to CALL. Hispania, 87, 541. https://doi.org/10.2307/20063060CrossRefGoogle Scholar
Cheng, Y. H., & Good, R. L. (2009). L1 glosses: Effects on EFL learners’ reading comprehension and vocabulary retention. Reading in a Foreign Language, 21, 119142.Google Scholar
Cheung, M. W.-L. (2014). Modeling dependent effect sizes with three-level meta-analyses: A structural equation modeling approach. Psychological Methods, 19, 211229. https://doi.org/10.1037/a0032968CrossRefGoogle ScholarPubMed
Choi, S. (2016). Effects of L1 and L2 glosses on incidental vocabulary acquisition and lexical representations. Learning and Individual Differences, 45, 137143. https://doi.org/10.1016/j.lindif.2015.11.018CrossRefGoogle Scholar
Chun, D. M., & Plass, J. L. (1996). Effects of multimedia annotations on vocabulary acquisition. The Modern Language Journal, 80, 183198. https://doi.org/10.2307/328635CrossRefGoogle Scholar
Clenton, J. (2015). Testing the Revised Hierarchical Model: Evidence from word associations. Bilingualism: Language and Cognition, 18, 118125. https://doi.org/10.1017/S136672891400008XCrossRefGoogle Scholar
Cooper, H., & Patall, E. A. (2009). The relative benefits of meta-analysis conducted with individual participant data versus aggregated data. Psychological Methods, 14, 165176. https://doi.org/10.1037/a0015565CrossRefGoogle ScholarPubMed
Day, R. R., Omura, C., & Hiramatsu, M. (1992). Incidental EFL vocabulary learning and reading. Reading in a Foreign Language, 7, 541551.Google Scholar
de Vos, J. F., Schriefers, H., Nivard, M. G., & Lemhöfer, K. (2018). A meta-analysis and meta-regression of incidental second language word learning from spoken input. Language Learning, 68, 906941. https://doi.org/10.1111/lang.12296CrossRefGoogle Scholar
Egger, M., Smith, G. D., Schneider, M., & Minder, C. (1997). Bias in meta-analysis detected by a simple, graphical test. BMJ, 315, 629634. https://doi.org/10.1136/bmj.315.7109.629CrossRefGoogle ScholarPubMed
Fang, S. (2009). Chinese gloss or English gloss: Which is more effective for incidental vocabulary acquisition through reading? Kristianstad University College. Retrieved from http://urn.kb.se/resolve?urn=urn:nbn:se:hkr:diva-1045Google Scholar
González-Fernández, B., & Schmitt, N. (2019). Word knowledge: Exploring the relationships and order of acquisition of vocabulary knowledge components. Applied Linguistics. Advance online publication. https://doi.org/10.1093/applin/amy057Google Scholar
Hedges, L. V., Tipton, E., & Johnson, M. C. (2010). Robust variance estimation in meta-regression with dependent effect size estimates. Research Synthesis Methods, 1, 3965. https://doi.org/10.1002/jrsm.5CrossRefGoogle ScholarPubMed
Holley, F. M., & King, J. K. (1971). Vocabulary glosses in foreign language reading materials. Language Learning, 21, 213219. https://doi.org/10.1111/j.1467-1770.1971.tb00060.xCrossRefGoogle Scholar
Horst, M., Cobb, T., & Meara, P. (1998). Beyond A Clockwork Orange: Acquiring second language vocabulary through reading. Reading in a Foreign Language, 11, 207223.Google Scholar
Hu, H. M., & Nation, I. S. P. (2000). Unknown vocabulary density and reading comprehension. Reading in a Foreign Language, 13, 403430.Google Scholar
Hulstijn, J. H. (1992). Retention of inferred and given word meanings: Experiments in incidental vocabulary learning. In Arnaud, P. J. L. & Béjoint, H. (Eds.), Vocabulary and applied linguistics (pp. 113125). London, UK: Palgrave Macmillan UK. https://doi.org/10.1007/978-1-349-12396-4_11CrossRefGoogle Scholar
Hulstijn, J. H. (2001). Intentional and incidental second language vocabulary learning: A reappraisal of elaboration, rehearsal and automaticity. In Robinson, P. (Ed.), Cognition and second language instruction (pp. 258286). Cambridge, UK: Cambridge University Press.CrossRefGoogle Scholar
Hulstijn, J. H., Hollander, M., & Greidanus, T. (1996). Incidental vocabulary learning by advanced foreign language students: The influence of marginal glosses, dictionary use, and reoccurrence of unknown words. The Modern Language Journal, 80, 327339. https://doi.org/10.2307/329439CrossRefGoogle Scholar
Hunter, J. E., & Schmidt, F. L. (2004). Methods of meta-analysis: Correcting error and bias in research findings (2nd ed.). Thousand Oaks, CA: Sage.CrossRefGoogle Scholar
Jacobs, G. M., Dufon, P., & Hong, F. C. (1994). L1 and L2 vocabulary glosses in L2 reading passages: Their effectiveness for increasing comprehension and vocabulary knowledge. Journal of Research in Reading, 17, 1928. https://doi.org/10.1111/j.1467-9817.1994.tb00049.xCrossRefGoogle Scholar
Jalali, S., & Neiriz, A. (2012). Computer-based versus traditional L1 and L2 glosses. International Journal of Physical and Social Sciences, 2, 188217.Google Scholar
Jiang, N. (2002). Form–meaning mapping in vocabulary acquisition in a second language. Studies in Second Language Acquisition, 24, 617637.CrossRefGoogle Scholar
Ko, M. H. (2012). Glossing and second language vocabulary learning. TESOL Quarterly, 46, 5679. https://doi.org/10.1002/tesq.3CrossRefGoogle Scholar
Ko, M. H. (2017). The relationship between gloss type and L2 proficiency in incidental vocabulary learning. The Modern English Society, 18, 4769. https://doi.org/10.18095/meeso.2017.18.3.03CrossRefGoogle Scholar
Konstantopoulos, S. (2011). Fixed effects and variance components estimation in three-level meta-analysis. Research Synthesis Methods, 2, 6176. https://doi.org/10.1002/jrsm.35CrossRefGoogle ScholarPubMed
Kost, C. R., Foss, P., & Lenzini, J. J. (1999). Textual and pictorial glosses: Effectiveness on incidental vocabulary growth when reading in a foreign language. Foreign Language Annals, 32, 8997. https://doi.org/10.1111/j.1944-9720.1999.tb02378.xCrossRefGoogle Scholar
Kroll, J. F., & Stewart, E. (1994). Category interference in translation and picture naming: Evidence for asymmetric connections between bilingual memory representations. Journal of Memory and Language, 33, 149174. https://doi.org/10.1006/jmla.1994.1008CrossRefGoogle Scholar
Kroll, J. F., Hell, J. G. V., Tokowicz, N., & Green, D. W. (2010). The Revised Hierarchical Model: A critical review and assessment. Bilingualism: Language and Cognition, 13, 373381. https://doi.org/10.1017/S136672891000009XCrossRefGoogle ScholarPubMed
Laufer, B. (1992). Reading in a foreign language: How does L2 lexical knowledge interact with the reader’s general academic ability. Journal of Research in Reading, 15, 95103. https://doi.org/10.1111/j.1467-9817.1992.tb00025.xCrossRefGoogle Scholar
Laufer, B., & Goldstein, Z. (2004). Testing vocabulary knowledge: Size, strength, and computer adaptiveness. Language Learning, 54, 399436. https://doi.org/10.1111/j.0023-8333.2004.00260.xCrossRefGoogle Scholar
Laufer, B., & Hulstijn, J. H. (2001). Incidental vocabulary acquisition in a second language: The construct of task-induced involvement. Applied Linguistics, 22, 126. https://doi.org/10.1093/applin/22.1.1CrossRefGoogle Scholar
Lee, H., Warschauer, M., & Lee, J. H. (2017). The effects of concordance-based electronic glosses on L2 vocabulary learning. Language Learning & Technology, 21, 3251.Google Scholar
Lee, H., Warschauer, M., & Lee, J. H. (2018). The effects of corpus use on second language vocabulary learning: A multilevel meta-analysis. Applied Linguistics, 40, 721753. https://doi.org/10.1093/applin/amy012CrossRefGoogle Scholar
Liu, N., & Nation, I. S. P. (1985). Factors affecting guessing vocabulary in context. RELC Journal, 16, 3342. https://doi.org/10.1177/003368828501600103CrossRefGoogle Scholar
Marsden, E., Trofimovich, P., & Ellis, N. (2019). Extending the reach of research: Introducing open accessible summaries at language learning. Language Learning, 69, 1117. https://doi.org/10.1111/lang.12337CrossRefGoogle Scholar
Martínez-Fernández, A. (2008). Revisiting the involvement load hypothesis: Awareness, type of task and type of item. In Bowles, M. A., Foote, R., Perpiñán, S., & Bhatt, R. (Eds.), Selected proceedings of the 2007 Second Language Research Forum (pp. 210228). Somerville, MA: Cascadilla Proceedings Project.Google Scholar
Miyasako, N. (2002). Does text-glossing have any effects on incidental vocabulary learning through reading for Japanese senior high school students? Language Education & Technology, 39, 120. https://doi.org/10.24539/let.39.0_1Google Scholar
Moher, D., Liberati, A., Tetzlaff, J., Altman, D. G., & Group, T. P. (2009). Preferred reporting items for systematic reviews and meta-analyses: The PRISMA statement. PLOS Medicine, 6, e1000097. https://doi.org/10.1371/journal.pmed.1000097CrossRefGoogle ScholarPubMed
Mohsen, M. A., & Balakumar, M. (2011). A review of multimedia glosses and their effects on L2 vocabulary acquisition in CALL literature. ReCALL, 23, 135159. https://doi.org/10.1017/S095834401100005XCrossRefGoogle Scholar
Nagata, N. (1999). The effectiveness of computer-assisted interactive glosses. Foreign Language Annals, 32, 469479. https://doi.org/10.1111/j.1944-9720.1999.tb00876.xCrossRefGoogle Scholar
Nassaji, H. (2003). L2 vocabulary learning from context: Strategies, knowledge sources, and their relationship with success in L2 lexical inferencing. TESOL Quarterly, 37, 645670. https://doi.org/10.2307/3588216CrossRefGoogle Scholar
Nation, I. S. P. (2013). Learning vocabulary in another language (2nd ed.). New York, NY: Cambridge University Press.CrossRefGoogle ScholarPubMed
Pigada, M., & Schmitt, N. (2006). Vocabulary acquisition from extensive reading: A case study. Reading in a Foreign Language, 18, 128.Google Scholar
Plonsky, L., & Oswald, F. L. (2015). Meta-analyzing second language research. In Advancing quantitative methods in second language research (pp. 106128). New York, NY: Routledge. Retrieved from https://www.routledge.com/products/9780415718349CrossRefGoogle Scholar
Pustejovsky, J. (2018). clubSandwich: Cluster-Robust (Sandwich) variance estimators with small-sample corrections (Version 0.3.1). Retrieved from https://CRAN.R-project.org/package=clubSandwichGoogle Scholar
Rassaei, E. (2017). Computer-mediated textual and audio glosses, perceptual style and L2 vocabulary learning. Language Teaching Research. Advance online publication. https://doi.org/10.1177/1362168817690183Google Scholar
Raudenbush, S. W. (2009). Analyzing effect sizes: Random effects models. In Cooper, H. M., Hedges, L. V., & Valentine, J. C. (Eds.), The handbook of research synthesis and meta-analysis (2nd ed., pp. 295315). New York, NY: Russell Sage Foundation.Google Scholar
R Core Team. (2017). R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing. Retrieved from http://www.R-project.org/Google Scholar
Rott, S. (2005). Processing glosses: A qualitative exploration of how form-meaning connections are established and strengthened. Reading in a Foreign Language, 17, 95124.Google Scholar
Sadeghi, K., & Ahmadi, N. (2012). The effect of gloss type and mode on Iranian EFL learners’ vocabulary acquisition. Issues in Language Teaching, 1, 159188.Google Scholar
Salehi, V., & Naserieh, F. (2013). The effects of verbal glosses on vocabulary learning and reading comprehension. Asian EFL Journal, 15, 2464.Google Scholar
Schmitt, N. (2008). Instructed second language vocabulary learning. Language Teaching Research, 12, 329363. https://doi.org/10.1177/1362168808089921CrossRefGoogle Scholar
Schmitt, N., Jiang, X., & Grabe, W. (2011). The percentage of words known in a text and reading comprehension. The Modern Language Journal, 95, 2643. https://doi.org/10.1111/j.1540-4781.2011.01146.xCrossRefGoogle Scholar
So, W. (2010). Short-term and long-term retention of new words: Investigating the role of L1 glossing in vocabulary learning among Hong Kong ESL learners (Unpublished master’s thesis). Pokfulam: The University of Hong Kong. Retrieved from http://hub.hku.hk/handle/10722/132270CrossRefGoogle Scholar
Swanborn, M. S. L., & de Glopper, K. (1999). Incidental word learning while reading: A meta-analysis. Review of Educational Research, 69, 261285. https://doi.org/10.2307/1170540CrossRefGoogle Scholar
Taylor, A. M. (2006). The effects of CALL versus traditional L1 glosses on L2 reading comprehension. CALICO Journal, 23, 309318.CrossRefGoogle Scholar
Taylor, A. M. (2013). CALL versus paper: In which context are L1 glosses more effective? CALICO Journal, 30, 6381. http://dx.doi.org/10.11139/cj.30.1CrossRefGoogle Scholar
Taylor, A. M. (2014). Glossing frequency and L2 reading comprehension: The influence of CALL glossing. CALICO Journal, 31, 374389. https://doi.org/10.11139/cj.31.3.374-389CrossRefGoogle Scholar
Taylor, A. M. (2009). Call-based versus paper-based glosses: Is there a difference in reading comprehension? CALICO Journal, 27, 147160. https://doi.org/10.11139/cj.27.1.147-160CrossRefGoogle Scholar
Tipton, E. (2015). Small sample adjustments for robust variance estimation with meta-regression. Psychological Methods, 20, 375393. https://doi.org/10.1037/met0000011CrossRefGoogle ScholarPubMed
Tipton, E., & Pustejovsky, J. E. (2015). Small-sample adjustments for tests of moderators and model fit using robust variance estimation in meta-regression. Journal of Educational and Behavioral Statistics, 40, 604634. https://doi.org/10.3102/1076998615606099CrossRefGoogle Scholar
Uchihara, T., Webb, S., & Yanagisawa, A. (2019). The effects of repetition on incidental vocabulary learning: A meta-analysis of correlational studies. Language Learning, 69, 559599. https://doi.org/10.1111/lang.12343CrossRefGoogle Scholar
Vahedi, V. S., Ghonsooly, B., & Pishghadam, R. (2016). Vocabulary glossing: A meta-analysis of the relative effectiveness of different gloss types on L2 vocabulary acquisition. Teaching English with Technology, 16, 325.Google Scholar
Van den Noortgate, W., López-López, J. A., Marín-Martínez, F., & Sánchez-Meca, J. (2015). Meta-analysis of multiple outcomes: A multilevel approach. Behavior Research Methods, 47, 12741294. https://doi.org/10.3758/s13428-014-0527-2CrossRefGoogle ScholarPubMed
Viechtbauer, W. (2010). Conducting meta-analyses in R with the metafor package. Journal of Statistical Software, 36, 148.CrossRefGoogle Scholar
Viechtbauer, W., & Cheung, M. W.-L. (2010). Outlier and influence diagnostics for meta-analysis. Research Synthesis Methods, 1, 112125. https://doi.org/10.1002/jrsm.11CrossRefGoogle ScholarPubMed
Warren, P., Boers, F., Grimshaw, G., & Siyanova-Chanturia, A. (2018). The effect of gloss type on learners’ intake of new words during reading: Evidence from eye-tracking. Studies in Second Language Acquisition, 40, 883906. https://doi.org/10.1017/S0272263118000177Google Scholar
Watanabe, Y. (1997). Input, intake, and retention: Effects of increased processing on incidental learning of foreign language vocabulary. Studies in Second Language Acquisition, 19, 287307. https://doi.org/10.1017/S027226319700301XGoogle Scholar
Webb, S. (2007). The effects of repetition on vocabulary knowledge. Applied Linguistics, 28, 4665. https://doi.org/10.1093/applin/aml048CrossRefGoogle Scholar
Webb, S., & Chang, A. (2015). Second language vocabulary learning through extensive reading with audio support: How do frequency and distribution of occurrence affect learning? Language Teaching Research, 19, 667686. https://doi.org/10.1177/1362168814559800CrossRefGoogle Scholar
Webb, S., & Nation, I. S. P. (2008). Evaluating the vocabulary load of written text. TESOLANZ Journal, 16, 110.Google Scholar
Webb, S., & Nation, P. (2017). How vocabulary is learned. Oxford, UK: Oxford University Press.Google Scholar
Xu, X. (2010). The effects of glosses on incidental vocabulary acquisition in reading. Journal of Language Teaching and Research, 1, 117120. https://doi.org/10.4304/jltr.1.2.117-120CrossRefGoogle Scholar
Yanagisawa, A., & Webb, S. (2019). Measuring depth of vocabulary knowledge. In Webb, S. (Ed.), The Routledge handbook of vocabulary studies (1st ed., pp. 371386) New York, NY: Routledge. https://doi.org/10.4324/9780429291586-24CrossRefGoogle Scholar
Yanguas, I. (2009). Multimedia glosses and their effect on L2 text comprehension and vocabulary learning. Language Learning & Technology, 13, 4867.Google Scholar
Yeh, Y., Wang, C. W., & Tsing, N. (2003). Effects of multimedia vocabulary annotations and learning styles on vocabulary learning. CALICO Journal, 21, 131144.CrossRefGoogle Scholar
Yoshii, M. (2006). L1 and L2 glosses: Their effects on incidental vocabulary learning. Language Learning & Technology, 10, 85101.Google Scholar
Yoshii, M. (2013). Effects of gloss types on vocabulary learning through reading: Comparison of single translation and multiple-choice gloss types. CALICO Journal, 30, 203229.Google Scholar
Yoshii, M., & Flaitz, J. (2002). Second language incidental vocabulary retention: The effect of text and picture annotation types. CALICO Journal, 20, 3358.CrossRefGoogle Scholar
Yun, J. (2011). The effects of hypertext glosses on L2 vocabulary acquisition: A meta-analysis. Computer Assisted Language Learning, 24, 3958. https://doi.org/10.1080/09588221.2010.523285CrossRefGoogle Scholar
Zarei, A. A., & Hasani, S. (2011). The effects of glossing conventions on L2 vocabulary recognition and production. The Journal of Teaching Language Skills, 3, 209233.Google Scholar
Zhao, T., & Ren, J. (2017). Incidental L2 lexical acquisition in reading: The role of L2-gloss frequency and learner proficiency. The Language Learning Journal, 47, 608624. https://doi.org/10.1080/09571736.2017.1349168CrossRefGoogle Scholar
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