The International Research Foundation

for English Language Education

META-ANALYSES IN LANGUAGE RESEARCH: SELECTED REFERENCES

(Last updated 2 May 2016)

Abraham, L. B. (2008). Computer-mediated glosses in second language reading comprehension and vocabulary learning: A meta-analysis. Computer Assisted Language Learning, 21(3), 199-226.

Adesope, O. O., Lavin, T., Thompson, T., & Ungerleider, C. (2010). A systematic review and meta-analysis of the cognitive correlates of bilingualism. Review of Educational Research, 80(2), 207-245.

Adesope, O. O., Lavin, T., Thompson, T., & Ungerleider, C. (2011). Best practices in teaching literacy to ESL immigrant students: A meta-analysis. British Journal of Educational Psychology, 81(4), 629-653.

Bangert-Drowns, R. L. (1995). Misunderstanding meta-analysis. Evaluation & the Health Professions, 18(3), 304-314.

Becker, B. J. (2005). Failsafe N or file-drawer number. In H. R. Rothstein, A. J. Sutton, & M. Borenstein (Eds.), Publication bias in meta-analysis: Prevention, assessment and adjustments (pp. 111-126). New York, NY: John Wiley & Sons.

Becker, B. J. (2009). Model-based meta-analysis. In H. Cooper, L. V. Hedges, & J. C. Valentine (Eds.), The handbook of research synthesis and meta-analysis (2nd ed., pp. 377-395). New York, NY: Sage.

Berlin, J. A., & Ghersi, D. G. (2005). Preventing publication bias: Registries and prospective meta-analysis. In H. R. Rothstein, A. J. Sutton, & M. Borenstein (Eds.), Publication bias in meta-analysis: Prevention, assessment and adjustments (pp. 35-48). Hoboken, NJ: Wiley.

Biber, D., T. Nekrasova, & Horn, B. (2011). The effectiveness of feedback for L1-English and L2 writing development: A meta-analysis. TOEFL iBT Re-search Report No. TOEFLiBT-14. Princeton, NJ: Educational Testing Service.

Borenstein, M., Hedges, L. V., Higgins, J. P. T., & Rothstein, H. R. (2005). Comprehensive meta-analysis (version 2). Englewood, NJ: Biostat.

Borenstein, M., Hedges, L. V., Higgins, J P. T.,& Rothstein, H. R. (2009). Introduction to meta-analysis. Hoboken, NJ: Wiley.

Boulton, A. (2015). From research to research synthesis in CALL. In F. Helm, F. Bradley, M. Guarda, & S. Thouësny (Eds.), Critical CALL: Proceedings of the 2015 EUROCALL Conference, Padova, Italy (pp. 84-90). Dublin, Ireland: research-publishing.net

Bowles, M. (2010). Features that make a task amenable to think-aloud: A meta-analysis of studies investigating the validity of think-alouds on verbal tasks. In The think-aloud controversy in second language research (Chapter 3). New York, NY: Routledge.

Branum-Martin, L., Tao, S., Garnaat, S., Brunta, F., & Francis, D. J. (2012). Meta-analysis of bilingual phonological awareness: Language, age, and psycholinguistic grain size. Journal of Educational Psychology, 104(4), 932-944.

Brown, D. (2014). The type and linguistic foci of oral corrective feedback in the L2 classroom: A meta-analysis. Language Teaching Research.doi: 10.1177/1362168814563200

Burston, J. (2014). Twenty years of MALL project implementation: A meta-analysis of learning outcomes. ReCALL, 27(1), 4-20. doi:10.1017/S0958344014000159

Chaudron, C. (2006). Some reflections on the development of (meta-analytic) synthesis in second language research. In J. M. Norris & L. Ortega (Eds.), Synthesizing research on language learning and teaching (pp. 323-339). Philadelphia: John Benjamins.

Cheung, S. F., & Chan, D. K.-S. (2004). Dependent effect sizes in meta-analysis: Incorporating the degree of interdependence. Journal of Applied Psychology, 89(5), 780-791.

Cheung, A. C. K., & Slavin, R. E. (2012). Effective reading programs for Spanish-dominant English language learners (ELLs) in the elementary grades: A synthesis of research. Review of Educational Research, 82(4), 351-395.

Chiu, Y.-H. (2013). Computer-assisted second language vocabulary instruction: A meta-analysis. British Journal of Educational Technology, 44(2), E52-E56.

Chiu, Y. H., Kao, C. W., & Reynolds, B. L. (2012). The relative effectiveness of digital game-based learning types in English
as a foreign language setting: A meta-analysis. British Journal of Educational Technology, 43(4), E104-E107.

Cobb, T., & Boultin, A. (2014, August). Using corpora in language learning: A meta-analysis of effectiveness and efficiency. In J. M. Norris, L. Ortega, & L. Plonsky (organizers), Advancing synthetic methods in applied linguistics. Symposium conducted at the Congress of the International Association for Applied Linguistics (AILA), Brisbane, Australia.

Cobb, T., Boulton, A. (in preparation). Data driven learning: Definition, rationale, and outcomes. Manuscript in preparation.

Cole, M. (2014). Speaking to read: Meta-analysis of peer-mediated learning for English language learners. Journal of Literacy Research, 46(3), 358-382. DOI: 10.1177/1086296X14552179

de Bruin, A., Treccani, B., & Della Sala, S. (2015). Cognitive advantage in bilingualism: An example of publication bias? Psychological Science, 26(1), 99–107.

Derrick, D. J. (2015). Instrument reporting practices in second language research. TESOL Quarterly, 50(1), 132-153.

Dollaghan, C. A., & Horner, E. A. (2011). Bilingual language assessment: A meta-analysis of diagnostic accuracy. Journal of Speech, Language, and Hearing Research, 54(4), 1077-1088.

Dinsmore, T. H. (2006). Principles, parameters, and SLA: A retrospective meta-analytic investigation into adult L2 learners' access to Universal Grammar. In J. M. Norris & L. Ortega (Eds.), Synthesizing research on language learning and teaching (pp. 53-90). Philadelphia, PA: John Benjamins.

Durrant, P. (2014). Corpus frequency and second language learners’ knowledge of collocations: A meta-analysis. International Journal of Corpus Linguistics, 19(4), 443–477.

Ellis, N. C. (2006). Meta-analysis, human cognition, and language learning. In J. M. Norris & L. Ortega (Eds.), Synthesizing research on language learning and teaching (pp. 301-322). Philadelphia, PA: John Benjamins.

Ellis, N. C., & Sagarra, N. (2011). Learned attention in adult language acquisition: A replication and generalization study and meta-analysis. Studies in Second Language Acquisition, 33(4), 589-624.

Eysenck, H. J. (1984). Meta-analysis: An abuse of research integration. Journal of Special Education, 18(1), 41-59.

Feliz, U. (2005). What do meta-analyses tell us about CALL effectiveness? ReCALL, 17(2), 269-288.

Feliz, U. (2008). The unreasonable effectiveness of CALL: What have we learned in two decades of research? ReCALL, 20(2), 141-161.

Francis, D. J., Rivera, M., Lesaux, N., Kieffer, M, & Rivera, H. (2006). Practical guidelines for the education of English language learners: Research-based recommendations for the use of accommodations in large-scale assessments. Portsmouth, NH: RMC Research Corporation, Center on Instruction. Retrieved July 3, 2013 from centeroninstruction.org/files/ELL3-assessments.pdf

Glass, G. V. (1976). Primary, secondary, and meta-analysis or research. Educational Researcher, 5(10), 3-8.

Goldschneider, J. M.,& Dekeyser, R. M.(2001). Explaining the natural order of L2 morpheme acquisition: A meta-analysis of multiple determinants. Language Learning, 51(1), 1-50.

Graham, S., & Hebert, M. (2011). Writing to read: A meta-analysis of the impact of writing and writing instruction on reading. Harvard Educational Review, 81(4), 710-744.

Graham, S., & Perin, D. (2007). A meta-analysis of writing instruction for adolescent students. Journal of Educational Psychology, 99(3), 445-476.

Greene, J. P. (1998). A meta-analysis of the effectiveness of bilingual education. Claremont, CA: Thomas Rivera Policy Institute.

Goo, J., Granena, G., Yilmaz, Y., & Novella, M. (2015). Implicit and explicit instruction in L2 learning: Norris & Ortega (2000) revisited and updated. In P. Rebuschat (Ed.), Implicit and explicit learning of languages (pp. 443-482). Amsterdam, Netherlands: John Benjamins.

Goodwin, A. P., & Ahn, S. (2010). A meta-analysis of morphological interventions: effects on literacy achievement of children with literacy difficulties. Annals of Dyslexia, 60(2), 183-208.

Graham, S., & Perin, D. (2007). A meta-analysis of writing instruction for adolescent students.Journal of Educational Psychology, 99(3), 445-476.

Greene, J. P. (1998).A meta-analysis of the effectiveness of bilingual education. Claremont, CA: Thomas Rivera Policy Institute.

Grgurović, M., Chapelle, C. A., & Shelley, M. (2013). A meta-analysis of effectiveness studies on computer technology-supported language learning. ReCALL, 25(2), 165-198.

Han, Z. (2015). Striving for complementarity between narrative and meta-analytic reviews. Applied Linguistics, 36(3), 409-415.

Hall, J. A., & Rosenthal, R. (1995). Interpreting and evaluating meta-analysis. Evaluation & The Health Professions, 18(4), 393-407.

Hedges, L. V., & Olkin, I. (1985). Statistical methods for meta-analysis. Orlando, FL: Academic Press.

Hedges, L. V., & Pigott, T. D. (2001). The power of statistical tests in meta-analysis. Psychological Methods, 6(3), 203-217.

Henson, R. K. (2006). Effect-size measures and meta-analytic thinking in counseling psychology research. The Counseling Psychologist, 34(5), 601-629.

Higgins, J. P. T., White, I. R., & Wood, A. M. (2008). Imputation methods for missing outcome data in meta-analysis of clinical trials. Clinical Trials, 5(3), 225-239.

Hirai, A., Ito, N., & O’Ki, T. (2011). Applicability of peer assessment for classroom oral performance. Japan Language Testing Association Journal, 14, 41–59.

Hunter, J. E., & Schmidt, F. L. (2004). Methods of meta-analysis: Correcting error and bias in research findings. Thousand Oaks, CA: Sage.

In’nami, Y. (2012). Meta bunseki nyumon: Kenkyu kekka wo togo suruniha (An introduction to meta-analysis). In O. Takeuchi & A. Mizumoto (Eds.),Gaikokugo kyoiku kenkyu handbook: Kenkyu shuho no yoriyoi rikaino tameni (The handbook of research into foreign language education)(pp. 227–239). Tokyo, Japan: Shohakusha.

In’nami, Y., & Koizumi, R. (2009). A meta-analysis of test format effects on reading and listening test performance: Focus on multiple-choice and open-ended formats. Language Testing, 26(2), 219-244.

In’nami, Y., & Koizumi, R. (2010). Database selection guidelines for meta-analysis in applied linguistics. TESOL Quarterly, 44(1), 169-184.

In’nami, Y., & Koizumi, R. (2012). A quantitative reanalysis of data on the structure of L1 and L2 language ability in multitrait-multimethod studies. Asian EFL Journal, 14(3), 213–264.

In’nami, Y., Koizumi, R. (2014). Research synthesis and meta-analysis in second language learning and testing. English Language Teaching & Learning, 38(3), 1-27.

In’nami, Y., & Koizumi, R. (Eds.) (2014). Research synthesis and meta-analysis in second language learning and testing. Special issue of English Teaching and Learning, 38(3), 1-27.

Jackson, D., & Suethanapornkul, S. (2013). The Cognition Hypothesis: A synthesis and meta-analysis of research on second language task complexity. Language Learning, 63(2), 330-367.

Jeon, E. H., & Kaya, T. (2006). Effects of L2 instruction on interlanguage pragmatic development: A meta-analysis in J. M. Norris & L. Ortega (Eds.), Synthesizing research on language learning and teaching (pp. 165-211). Philadelphia, PA: John Benjamins.

Jeon, E. H., & Yamashita, J. (2014). L2 reading Comprehension and its correlates: A meta-analysis. Language Learning, 64(1), 160-212.

Jeon, E.-Y., & Day. R. R. (2015). The effectiveness of core ER principles. Reading in a Foreign Language, 27(2), 302-307

Jun, S. W., Ramirez, G., & Cumming, A. (2010). Tutoring adolescents in literacy: A meta-analysis. McGill Journal of Education / Revue des Sciences de L'éducation de McGill, 45(2), 219-238.

Kang, E., & Han, Z. (2015). The efficacy of written corrective feedback in improving L2 written accuracy: A meta-analysis. Modern Language Journal, 99(1), 1-18.

Kao, C.-W., & Wible, D. (2014). A meta-analysis on the effectiveness of grammar correction in second language writing. English Language Teaching & Learning, 38(3), 29-69.

Kavale, K. A. (1995). Meta-analysis at 20: Retrospect and prospect. Evaluation & the Health Professions, 18(4), 349-369.

Keck, C. M., Iberri-Shea, G., Tracy-Ventura, N., & Wa-Mbaleka, S. (2006). Investigating the empirical link between task-based interaction and acquisition: A meta-analysis. In J. M. Norris & L. Ortega (Eds.), Synthesizing research on language learning and teaching (pp. 91-131). Philadelphia, PA: John Benjamins.

Kieffer, M. T., Lesaux, N. K., Rivera, M., & Francis, D J. (2009). Accommodations for English language learners taking large-scale assessments: A meta-analysis on effectiveness and validity. Review of Educational Research, 79(3), 1168-1201.

Kobayashi, K. (2006). Combined effects of note taking/-reviewing on learning and the enhancement through interventions: A meta-analytic review. Educational Psychology, 26(3), 459–477.

Lee, S.-K., & Huang, H.-T. (2008). Visual input enhancement and grammar learning: A meta-analytic review. Studies in Second Language Acquisition, 30(3), 307-331.

Koo, J., Becker, B. J., & Kim, Y.-S. (2014). Examining differential item functioning trends for English language learners in a reading test: A meta-analytical approach. Language Testing, 31(1), 89-109.

Krashen, S. (2007). Extensive reading in English as foreign language by adolescents and young adults: A meta-analysis. The International Journal of Foreign Language Teaching, 3(2), 23-29.

Larson-Hall, J., & Plonsky, L. (2015). Reporting and interpreting quantitative research findings: What gets reported and recommendations for the field. Language Learning, 65(S1), 127-159.

Lee, S.-K., & Huang, H.-T. (2008). Visual input enhancement and grammar learning: A meta-analytic review. Studies in Second Language Acquisition, 30(3), 307–331.

Lee, J., Jang, J., & Plonsky, L. (2015). The effectiveness of second language pronunciation instruction: A meta-analysis. Applied Linguistics, 36(3), 345-366.

Li, H., & Suen, H. K. (2012). The effects of test accommodations for English language learners: A meta-analysis. Applied Measurement in Education, 25(4), 327-346.

Li, S. (2010). The effectiveness of corrective feedback in SLA: A meta-analysis. Language Learning, 60(2), 309-365.

Li, S. (2015). The associations between language aptitude and second language grammar acquisition: A meta-analytic review of five decades of research. Applied Linguistics, 36(3), 385-408.

Li, S., Shintani, N., & Ellis, R. (2012). Doing meta-analysis in SLA: Practice, choices, and standards. Contemporary Foreign Language Studies, 384(12),1-17.

Lin, H. (2012). The effectiveness of computer-mediated communication on SLA: A meta-analysis and research synthesis. In L. Bradley & S. Thouësny (Eds.) EUROCALL Proceedings (pp. 177-181). Dublin, Ireland: Research-Publishing.net.

Lin, H. (2014). Establishing an empirical link between computer-mediated communication (CMC) and SLA: A meta-analysis of the research. Language Learning & Technology, 18(3), 120-147.

Lin, H. (2015). A meta-synthesis of empirical research on the effectiveness of computer-mediated communication (CMC) in SLA. Language Learning & Technology, 19, 86-117.

Lin, H. (2015). Computer-mediated communication (CMC) in L2 oral proficiency development: A meta-analysis. ReCALL, 27(3), 261-287.

Lin, W.-C., Huang, H.-T., & Liou, H.-C. (2013). The effects of text-based SCMC on SLA: A meta-analaysis. Language Learning & Technology, 17(2), 123-142.

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Littell, J. H., Corcoran, J. C., & Pillai, V. (2008). Systematic reviews and meta-analysis. New York, NY: Oxford University Press.

Liu, Q., & Brown, D. (2015). Methodological synthesis of research on the effectiveness of corrective feedback in L2 writing. Journal of Second Language Writing, 30, 66-81.

Lo, Y. Y., & Lo, E. S. C. (2014). A meta-analysis of the effectiveness of English-medium education in Hong Kong. Review of Educational Research, 84(1), 47-73.

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Mackey, A., & Goo, J. (2007). Interaction research in SLA: A meta-analysis and research synthesis. In A. Mackey (Ed.), Conversational interaction in second language acquisition: A collection of empirical studies (pp. 407-451). New York, NY: Oxford University Press.

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Norris, J. M. (2014, August). Committing to a synthetic ethic in applied linguistics research. In J. M. Norris, L. Ortega, & L. Plonsky (organizers), Advancing synthetic methods in applied linguistics. Symposium conducted at the Congress of the International Association for Applied Linguistics (AILA), Brisbane, Australia.

Norris, J. M., & Ortega, L. (2000). Effectiveness of L2 instruction: A research synthesis and quantitative meta-analysis. Language Learning, 50(3), 417-528. doi:10.1111/0023-8333.00136

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