The effect of frequency on learners’ ability to recall the forms of deliberately learned L2 multiword
expressions
In incidental learning, open class vocabulary items with high or relatively high objective frequency in input are
comparatively likely to be acquired. However, many single words and most multiword expressions (MWEs) occur infrequently in
authentic input. It has therefore been argued that learners of school age or older can benefit from episodes of instructed or
self-managed deliberate (or intentional) L2 vocabulary learning, especially when L2 is learned in an EFL environment and most
especially when productive knowledge is the goal. A relevant question is whether the objective frequency of vocabulary items is an
important factor in production-oriented deliberate L2 vocabulary learning. We report three small-scale interim meta-analyses
addressing this question with regard to two-word English Adj-Noun and Noun-Noun expressions. The data derive from 8 original
studies involving 406 learners and 139 different MWEs. Our results suggest that objective frequency has a weak, possibly negative
effect in the deliberate learning of MWE forms.
Article outline
- Literature review
- Frequency effects in general and in L1 in particular
- Effects of frequency in incidental learning of L1 and L2 vocabulary
- Frequency effects on ability to recall deliberately learned L2 vocabulary
- Three meta-analyses
- The purpose and nature of the previously conducted primary studies
- Learners, stimulus expressions, and procedures in the original studies
- Learners
- Stimulus expressions
- Procedures
- A new meta-analytic study
- Introduction
- Research questions
- Data analysis: Final steps before the meta-analysis
- The meta-analytic approach
- Results of the meta-analyses
- Summary and discussion
- Limitations
- Conclusion
- Acknowledgements
- Notes
-
References
References (102)
References
Abelson, R. (1985). A variance explanation paradox: When a little is a lot. Psychological Bulletin, 97(1), 129–133. <[URL]>
Aloe, A., & Becker, B. (2012). An effect size for regression predictors in meta-analysis. Journal of Educational and Behavioral Statistics, 371, 278–297.
Anderson, M. (2009). Retrieval. In Baddeley, Eysenck, & Anderson (Eds.), 161–189.
Anderson, S., & Maxwell, S. (2016). There’s more than one way to conduct a replication study: Beyond statistical significance. Psychological Methods, 21(1), 1–12.
Asher, J. (1969). The total physical response approach to second language learning. Modern Language Journal, 53(1), 3–17.
Baayen, H. (2008). Analyzing linguistic data: A practical introduction to statistics using R. Cambridge: Cambridge University Press.
Baddeley, A., Eysenck, M., & Anderson, M. (Eds.). (2009). Memory. Hove: Psychology Press.
Bates, E., D’Amico, S., Jacobsen, T., Székely, A., Andonova, E., Devescovi, A., Herron, D., & Tzeng, O. (2003). Timed picture naming in seven languages. Psychonomic Bulletin and Review, 10(2), 344–380. [URL]
Begg, I. (1972). Recall of meaningful phrases. Journal of Verbal Learning and Verbal Behavior, 11(4), 431–439.
Boers, F., Dang, C. T., & Strong, B. (2017). Comparing the effectiveness of phrase-focused exercises. A partial replication of Boers, Demecheleer, Coxhead, and Webb (2014). Language Teaching Research, 21(3), 362–280.
Boers, F., Demecheleer, M., Coxhead, A., & Webb, S. (2014). Gauging the effects of exercises on verb-noun collocations. Language Teaching Research, 18(1), 54–74.
Boers, F., Eyckmans, J., & Lindstromberg, S. (2014). The effect of a discrimination task on L2 learners’ recall of collocations and compounds. International Journal of Applied Linguistics, 24(3), 357–369.
Boers, F., & Lindstromberg, S. (2009). Optimizing a Lexical Approach to Instructed Second Language Acquisition. Basingstoke, UK: Palgrave-Macmillan.
Boers, F., & Lindstromberg, S. (2012). Experimental and intervention studies of formulaic sequences in a second language. Annual Rev. of Applied Linguistics, 321, 83–110.
Boers, F., Lindstromberg, S., & Eyckmans, J. (2012). Are alliterative word combinations comparatively easy to remember for adult learners? RELC Journal, 43(1), 127–135.
Boers, F., Lindstromberg, S., & Eyckmans, J. (2014a). Some explanations for the slow acquisition of L2 collocations. Vigo International Journal of Applied Linguistics, 111, 41–62. <[URL]>
Boers, F., Lindstromberg, S., & Eyckmans, J. (2014b). When does assonance make lexical phrases memorable? European Journal of Applied Linguistics and TEFL, 3(1), 93–107. <[URL]>
Boers, F., Lindstromberg, S., & Eyckmans, J. (2014c). Is alliteration mnemonic without awareness-raising? Language Awareness, 23(4), 291–303.
Borenstein, M., Hedges, L., Higgins, J., & Rothstein, H. (2009). Introduction to meta-analysis. Hoboken, NJ: Wiley & Sons.
Braver, S., Theommes, F., & Rosenthal, R. (2014). Continuously accumulating meta-analysis and replicability. Perspectives on Psychological Science, 91, 333–342.
Brown, R. (1976). A first language: The early stages. Harmondsworth, MA: Penguin.
Brysbaert, M., Warriner, A., & Kuperman, V. (2014). Concreteness ratings for 40,000 generally known English word lemmas. Behavior Research Methods, 46(3), 904–911.
Cohen, R. (1989). Memory for action events: The power of enactment. Educational Psychology Review, 1(1), 57–80.
Conneely, K., & Boehnke, M. (2007). So many correlated tests, so little time! Rapid adjustment of P values for multiple correlated tests. American Journal of Human Genetics, 81(6), 1158–1168.
Cop, U., Keuleers, E., Drieghe, D., & Duyck, W. (2015). Frequency effects in monolingual and biliingual natural reading. Psychonomic Bulletin and Review, 22(5), 1216–1234.
Criss, A., Aue, W., & Smith, L. (2011). The effects of word frequency and context variability in cued recall. Journal of Memory and Language, 64(2), 119–132.
Crossley, S., Salsbury, T., Titak, A., & McNamara, D. (2014). Frequency effects in second language acquisition: Word types, word tokens, and word production. International Journal of Corpus Linguistics, 19(3), 301–332.
Cumming, G. (2012). Understanding the new statistics: Effect sizes, confidence intervals, and meta-analysis. Hove: Routledge.
Cumming, G. (2014). The new statistics: Why and how. Psychological Science, 251, 7–29.
Davies, M. (2008–2018). The Corpus of Contemporary American English (COCA). <[URL]>
De Groot, A., & Keijzer, R. (2000). What is hard to learn is easy to forget: The roles of words concreteness, cognate status, and word frequency in foreign-language vocabulary learning and forgetting. Language Learning, 50(1), 1–56.
Dell, G., & J. Gordon. (2003). Neighbors in the lexicon: Friends or foes? In N. Schiller & A. Meyer (Eds.), Phonetics and phonology in language comprehension and production: Differences and similarities (pp. 9–37). Berlin: Mouton.
Dellantonio, S., Mulatti, C., Pastore, L., & Job, R. (2014). Measuring inconsistencies can lead you forward: Imageability and the x-ception theory. Frontiers in Psychology, 5, 708.
DeLosh, E., & McDaniel, M. (1996). The role of order information in free recall: Application to the word-frequency effect. Journal of Experimental Psychology: Learning, Memory and Cognition, 22(5), 1136–1146.
Del Re, A. (2014). compute.es, version 0.2–4. (R package). <[URL]>
Dewhurst, S., Brandt, K., & Sharp, M. (2004). Intention to learn influences the word frequency effect in recall but not in recognition memory. Memory and Cognition, 32(8), 1316–1325.
Diana, R., & Reder, L. (2006). The low-frequency encoding disadvantage: Word frequency affects processing demands. Journal of Experimental Psychology: Learning, Memory, and Cognition, 32(4), 805–815. <[URL]>
Durrant, P., & Doherty, A. (2010). Are high-frequency collocations psychologically real? Investigating the thesis of collocational priming. Corpus Linguistics and Linguistic Theory, 6(2),125–155.
Ellis, N. (2002). Frequency effects in language processing: A review with implications for theories of implicit and explicit language acquisition. Studies in Second Language Acquisition, 24(2), 143–188.
Ellis, N., & Sagarra, N. (2011). Learned attention in adult language acquisition: A replication and generalization study and meta-analysis. Studies in Second Language Acquisition 331, 589–624.
Ellis, P. (2010). Essential guide to effect sizes. Cambridge: Cambridge University Press.
Eyckmans, J., Boers, F., & Stengers, H. (2007). Identifying chunks: Who can see the wood for the trees? Language Forum, 331, 85–100.
Eyckmans, J., & Lindstromberg, S. (2016). The power of sound in L2 idiom learning. Language Teaching Research, 21(3), 341–365.
Eysenck, M., & Eysenck, C. (1980). Effects of processing depth, distinctiveness, and word frequency on retention. British Journal of Psychology, 71(2), 263–274.
Gardner, M., Rothkopf, E., Lapan, R., & Lafferty, T. (1987). The word frequency effect in lexical decision: Finding a frequency-based component. Memory and Cognition 15(1), 24–28.
Glanzer, M., & Ehrenreich, S. (1979). Structure and search of the internal lexicon. Journal of Verbal Learning and Verbal Behavior, 18(4), 381–398.
Goldberg, A. (2006). Constructions at work: The nature of generalization in language. Oxford: Oxford University Press.
Goldstein, R., & Vitevitch, M. (2014). The influence of clustering coefficient on word-learning: How groups of similar sounding words facilitate acquisition. Frontiers in Psychology, 181.
Gordon, B., & Caramazza, A. (1982). Lexical decision for open- and closed-class words: Failure to replicate differential frequency sensitivity. Brain and Language, 15(1), 143–160. <[URL]>
Guolo, A., & Varin, C. (2017). Random-effects meta-analysis: The number of studies matters. Statistical Methods in Medical Research, 26(3), 1500–1518.
Hall, J. (1954). Learning as a function of word-frequency. American Journal of Psychology, 67(1), 138–140.
Hamrick, P., & Rebuschat, P. (2014). Frequency effects, learning conditions, and the development of implicit and explicit lexical knowledge. In J. Connor-Linton, & L. Amoroso (Eds.), Measured language: Quantitative approaches to acquisition, assessment, processing and variation (pp. 125–139). Washington, DC: Georgetown University Press.
Han, M., Storkel, H., Lee, J., & Yoshinaga-Itano, C. (2015). The influence of word characteristics on the vocabulary of children with cochlear implants. Journal of Deaf Studies and Deaf Education, 20(3), 242–251.
Henriksen, B. (2012). Research on L2 learners’ collocational competence and development. In C. Bardel, C. Lindqvist, & B. Laufer (Eds.), EUROSLA Yearbook 5: L2 vocabulary acquisition: Knowledge and use, (pp. 29–56). Amsterdam: John Benjamins.
Hulstijn, J. (2001). Deliberate and incidental second language vocabulary learning: A reappraisal of elaboration, rehearsal and automaticity. In P. Robinson (Ed.), Cognition and second language instruction (pp. 258–286). Cambridge: Cambridge University Press.
Izura, C., & Ellis, A. (2002). Age of acquisition effects in word recognition and production in first and second languages. Psicológica, 231, 245–281. <[URL]>
Jenkins, J., Stein, M., & Wysocki, K. (1984). Learning vocabulary through reading. American Educational Research Journal, 21(4), 767–787.
Judd, C., Westfall, J., & Kenny, D. (2016). Experiments with more than one random factor: Designs, analytic models, and statistical power. Annual Review of Psychology, 681, 17.1–17.25.
Kuperman, V., Stadthagen-Gonzalez, H., & Brysbaert, M. (2012). Age-of-acquisition ratings for 30,000 English words. Behavioral Research Methods, 44(4),978–990.
Laufer, B., & Waldman, T. (2011). Verb-noun collocations in second language writing: A corpus analysis of learners’ English. Language Learning, 61(2), 647–672.
Lindstromberg, S. (2016). Inferential statistics in Language Teaching Research: A review and ways forward. Language Teaching Research, 20(6), 741–768.
Lindstromberg, S., & Boers, F. (2008). The mnemonic effect of noticing alliteration in lexical chunks. Applied Linguistics, 29(2), 200–222.
Lindstromberg, S., & Eyckmans, J. (2017). The particular need for replication in the quantitative study of SLA: A case study of the mnemonic effect of assonance in collocations. Journal of the European Second Language Association, 1(1), 126–136.
Loftus, G., & Loftus, E. (1974). The influence of one memory retrieval on a subsequent memory retrieval. Memory and Cognition, 2(3), 467–471.
Lohnas, L., & Kahana, M. (2013). Parametric effects of word frequency in memory for mixed frequency lists. Journal of Experimental Psychology: Learning, Memory, and Cognition, 39(6), 1943–1946.
Lotto, L., & de Groot, A. (1998). Effects of learning method and word type on acquiring vocabulary in an unfamiliar language. Language Learning, 48(1), 31–69.
Martinez, R., & Murphy, V. (2011). Effect of frequency and idiomaticity on second language reading comprehension. TESOL Quarterly, 45(2), 267–290.
McChesney, J. (2016). You should summarize data with the geometric mean. <[URL]>
McLeod, C., & Kampe, K. (1996). Word frequency effects in recall, recognition, and word fragment completion tests. Journal of Experimental Psychology: Learning, Memory, and Cognition, 22(1), 132–142. <[URL]>
Meschyan, G., & Hernandez, A. (2002). Age of acquisition and word frequency: Determinants of object-naming speed and accuracy. Memory & Cognition, 30(2), 262–269.
Moon, R. (1998). Fixed expressions and idioms in English: A corpus-based approach. Oxford: Clarendon Press.
Mullen, B., Muellerleihe, P., & Bryant, B. (2001). Cumulative meta-analysis: A consideration of indicators of sufficiency and stability. Personality and Social Psychology Bulletin, 27(11), 1450–1462.
Nation, P. (2013). Learning Vocabulary in Another Language, 3rd edn. Cambridge: Cambridge University Press.
Oldfield, R. C., & Wingfield, A. (1965). Response latencies in naming objects. Quarterly Journal of Experimental Psychology, 17(4), 273–281.
Oxford University Press. (2017). How to use the OED key to frequency. <[URL]>
Paivio, A. (1986). Mental representations: A dual-coding approach. Oxford: Oxford University Press.
Paivio, A., & Desrochers, A. (1979). Effects of an imagery mnemonic on second language recall and comprehension. Canadian Journal of Psychology, 33(1), 17–28.
Perfetti, C., & Hart, L. (2002). The lexical quality hypothesis. In L. Vehoeven, C. Elbro, & P. Reitsma (Eds.), Precursors of functional literacy, (pp. 189–213). Amsterdam: John Benjamins.
Peters, E. (2014). The effects of repetition and time of post-test administration on EFL learners’ form recall of single words and collocations. Language Teaching Research, 18(1), 75–94.
Peters, E. (2016). The learning burden of collocations: The role of interlexical and intralexical factors. Language Teaching Research, 20(1), 113–138.
Pisoni, D., Nusbaum, H., Luce, P., & Slowiaczek, L. (1985). Speech Communication, 4(1–3), 75–95.
R Core Team. (2017). R: A language and environment for statistical computing. (Version 3.3.1). Vienna: R Foundation for Statistical Computing. <[URL]>
Reilly, J., & Kean, J. (2007). Formal distinctiveness of high- and low-imageability nouns: Analyses and theoretical implications. Cognitive Science, 31(1), 157–168.
Schmidt, S. (2011). Memory for emotional words in sentences: The importance of emotional contrast. Cognition and Emotion, 26(6), 1015–1035.
Schmitt, N. (2008). Review article: Instructed second language vocabulary learning. Language Teaching Research, 121, 329–363.
Siyanova-Chanturia, A., & Janssen, N. (2018). Production of familiar phrases: Frequency effects in native speakers and second language learners. Journal of Experimental Psychology: Learning, Memory, and Cognition. Advance online publication.
Sonbul, S., & Schmitt, N. (2013). Explicit and implicit lexical knowledge: Acquisition of collocations under different input conditions. Language Learning, 63(1), 121–159.
Stadthagen-Gonzales, H., & Davis, C. (2006). The Bristol norms for age of acquisition, imageability, and familiarity. Behavioral Research Methods, 38(4), 598–605. <[URL]>
Storkel, H., & Morrisette, M. (2002). The lexicon and phonology: Interactions in language acquisition. Language, Speech, and Hearing Services in Schools, 33(1), 24–37. <[URL]>
Tellings, A., Coppens, K., Gelissen, J., & Schreuder, R. (2013). Clusters of word properties as predictors of elementary school children’s performance on two word tasks. Applied Psycholinguistics, 34(3), 461–481.
Tomasello, M. (2003). Constructing a language. Cambridge, MA: Harvard University Press.
VanArsdall, J., Nairne, J., Pandeira, J., & Blunt, J. (2013). Adaptive memory: Animacy processing produces mnemonic advantages. Experimental Psychology, 60(3), 172–178.
Viechtbauer, W. (2010). Conducting meta-analyses in R with the metafor package. Journal of Statistical Software, 36(3), 1–48. <[URL]>
Waring, R., & Takaki, M. (2003). At what rate do learners learn and retain new vocabulary from reading a graded reader? Reading in a Foreign Language, 15(2), 130–163. <[URL]>
Watkins, M., LeCompte, D., & Kim, K. (2000). Role of study strategy in recall of mixed lists of common and rare words. Journal of Experimental Psychology: Learning, Memory, and Cognition, 26(1), 239–245.
Webb, S., Newton, J., & Chang, A. (2013). Incidental learning of collocation. Language Learning, 63(1), 91–120.
Westfall, J., Kenny, D., & Judd, C. (2014). Statistical power and optimal design in experiments in which samples of participants respond to samples of stimuli. Journal of Experimental Psychology: General, 1431, 220–245.
Whaley, C. (1978). Word-nonword classification time. Journal of Verbal Learning and Verbal Behavior, 17(2), 143–154.
Cited by (2)
Cited by two other publications
Yi, Wei & Yanlu Zhong
2024.
The processing advantage of multiword sequences: A meta-analysis.
Studies in Second Language Acquisition 46:2
► pp. 427 ff.
Lindstromberg, Seth & June Eyckmans
2021.
THE RETRIEVABILITY OF L2 ENGLISH MULTIWORD ITEMS IN A CONTEXT OF STRONGLY FORM-FOCUSED EXPOSURE.
Studies in Second Language Acquisition 43:5
► pp. 1040 ff.
This list is based on CrossRef data as of 13 september 2024. Please note that it may not be complete. Sources presented here have been supplied by the respective publishers.
Any errors therein should be reported to them.