Measuring Phonological Complexity Using the Perfect Rhymes Dictionary (PeRDict)

References

• Andrews, S. (1989). Frequency and neighborhood effects on lexical access: Activation or search? Journal of Experimental Psychology: Learning, Memory, and Cognition, 15(5), 802–814. doi:10.1037/0278-7393.15.5.802
   Web of Science ®Google Scholar
• Andrews, S. (1992). Frequency and neighborhood effects on lexical access: Lexical similarity or orthographic redundancy? Journal of Experimental Psychology: Learning, Memory, and Cognition, 18(2), 234–254. doi:10.1037/0278-7393.18.2.234
   Web of Science ®Google Scholar
• Andrews, S. (1997). The effect of orthographic similarity on lexical retrieval: Resolving neighborhood conflicts. Psychonomic Bulletin & Review, 4(4), 439–461. doi:10.3758/BF03214334
   Web of Science ®Google Scholar
• Anthony, J. L., Lonigan, C. J., Burgess, S. R., Driscoll, K., Phillips, B. M., & Cantor, B. G. (2002). Structure of preschool phonological sensitivity: Overlapping sensitivity to rhyme, words, syllables, and phonemes. Journal of Experimental Child Psychology, 82(1), 65–92. doi:10.1006/jecp.2002.2677
   PubMed Web of Science ®Google Scholar
• Baayen, R. H., Piepenbrock, R., & Gulikers, L. (1996). CELEX. Philadelphia: Linguistic Data Consortium.
   Google Scholar
• Ball, E. W., & Blachman, B. A. (1991). Does phoneme awareness training in kindergarten make a difference in early word recognition and developmental spelling? Reading Research Quarterly, 26(1), 49–66. doi:10.1598/RRQ.26.1.3
   Web of Science ®Google Scholar
• Balota, D. A., & Chumbley, J. I. (1984). Are lexical decisions a good measure of lexical access? The role of word frequency in the neglected decision stage. Journal of Experimental Psychology: Human Perception & Performance, 10, 340–357.
   PubMed Web of Science ®Google Scholar
• Balota, D. A., Yap, M. J., Cortese, M. J., Hutchison, K. A., Kessler, B., Loftis, B., … Treiman, R. (2007). The English Lexicon project. Behavior Research Methods, 39(3), 445–459. doi:10.3758/bf03193014
   PubMed Web of Science ®Google Scholar
• Berger, C., Crossley, S. A., & Skalicky, S. (2019). Using lexical features to investigate second language lexical decision performance. Studies in Second Language Acquisition, 41(5), 911–935.
   Web of Science ®Google Scholar
• Blachman, B. A. (1984). Relationship of rapid naming ability and language analysis skills to kindergarten and first-grade reading achievement. Journal of Educational Psychology, 76(4), 610–622. doi:10.1037/0022-0663.76.4.610
   Web of Science ®Google Scholar
• Bradley, L., & Bryant, P. E. (1978). Difficulties in auditory organisation as a possible cause of reading backwardness. Nature, 271(5647), 746–747. doi:10.1038/271746a0
   PubMed Web of Science ®Google Scholar
• Beardsley, T., & Flanagan, M. (1983). Categorizing sounds and learning to read—a causal connection. Nature, 301(5899), 365–421.
   Web of Science ®Google Scholar
• Bradley, R. A., & Terry, M. E. (1952). Rank analysis of incomplete block designs: I. The method of paired comparisons. Biometrika, 39(3–4), 324–345. doi:10.1093/biomet/39.3-4.324
   Web of Science ®Google Scholar
• Bryant, P. E., MacLean, M., Bradley, L. L., & Crossland, J. (1990). Rhyme and alliteration, phoneme detection, and learning to read. Developmental Psychology, 26(3), 429–438. doi:10.1037/0012-1649.26.3.429
   Web of Science ®Google Scholar
• Brysbaert, M., & New, B. (2009). Moving beyond Kučera and Francis: A critical evaluation of current word frequency norms and the introduction of a new and improved word frequency measure for American English. Behavior Research Methods, 41(4), 977–990. doi:10.3758/BRM.41.4.977
   PubMed Web of Science ®Google Scholar
• Calfee, R. C., Lindamood, P., & Lindamood, C. (1973). Acoustic-phonetic skills and reading: Kindergarten through twelfth grade. Journal of Educational Psychology, 64(3), 293–298. doi:10.1037/h0034586
   PubMed Web of Science ®Google Scholar
• Carroll, J. M., Snowling, M. J., Stevenson, J., & Hulme, C. (2003). The development of phonological awareness in preschool children. Developmental Psychology, 39(5), 913–923. doi:10.1037/0012-1649.39.5.913
   PubMed Web of Science ®Google Scholar
• Cassady, J. C., Smith, L. L., & Putman, S. M. (2008). Phonological awareness development as a discrete process: Evidence for an integrative model. Reading Psychology, 29(6), 508–533. doi:10.1080/02702710802271966
   Google Scholar
• Catts, H. W., Fey, M. E., Zhang, X., & Tomblin, J. B. (2001). Estimating the risk of future reading difficulties in kindergarten children. Language Speech and Hearing Services in Schools, 32(1), 38–50. doi:10.1044/0161-1461(2001/004)
   Google Scholar
• Coltheart, M., Davelaar, E., Jonasson, J. T., & Besner, D. (1977). Access to the internal lexicon. In S. Dornic (Ed.), Attention and performance VI (pp. 535–555). New York: Academic Press.
   Google Scholar
• Crossley, S. A., & Kyle, K. (2022). Managing SLA data with NLP tools. In A. Berez-Kroeker, B. McDonnell, E. Koller, & L. Collister (Eds.), The open handbook of linguistic data management (pp. 411–421). Cambridge, MA: The MIT Press.
   Google Scholar
• Crossley, S. A., Heintz, A., Choi, J., Batchelor, J., & Karimi, M. (2021). The CommonLit Ease of Readability (CLEAR) Corpus. Proceedings of the 14th International Conference on Educational Data Mining (EDM), Paris, France.
   Google Scholar
• Crossley, S. A., Heintz, A., Choi, J., Batchelor, J., Karimi, M., & Malatinszky, A. (2023). A large-scaled corpus for assessing text readability. Behavior Research Methods, 55, 491–507.
   Google Scholar
• Davies, M. (2009). The corpus of contemporary American English (COCA). Retrieved form https://www.english-corpora.org/coca/.
   Google Scholar
• De Cara, B., & Goswami, U. (2002). Similarity relations among spoken words: The special status of rimes in English. Behavior Research Methods, Instruments, & Computers, 34(3), 416–423. doi:10.3758/BF03195470
   PubMedGoogle Scholar
• Dormann, C. F., Elith, J., Bacher, S., Buchmann, C., Carl, G., Carré, G., … Lautenbach, S. (2013). Collinearity: A review of methods to deal with it and a simulation study evaluating their performance. Ecography, 36(1), 27–46. doi:10.1111/j.1600-0587.2012.07348.x
   Web of Science ®Google Scholar
• Duncan, L. G., Seymour, P. H., & Hill, S. (1997). How important are rhyme and analogy in beginning reading? Cognition, 63(2), 171–208. doi:10.1016/s0010-0277(97)00001-2
   Web of Science ®Google Scholar
• Elbro, C., & Jensen, M. N. (2005). Quality of phonological representations, verbal learning, and phoneme awareness in dyslexic and normal readers. Scandinavian Journal of Psychology, 46(4), 375–384. doi:10.1111/j.1467-9450.2005.00468.x
   PubMed Web of Science ®Google Scholar
• Fox, B., & Routh, D. K. (1975). Analysing spoken language into words, syllables, and phonemes: A developmental study. Journal of Psycholinguistic Research, 4(4), 331–342. doi:10.1007/BF01067062
   Web of Science ®Google Scholar
• Gilhooly, K. J., & Logie, R. H. (1980). Age-of-acquisition, imagery, concreteness, familiarity, and ambiguity measures for 1,944 words. Behavior Research Methods & Instrumentation, 12(4), 395–427. doi:10.3758/BF03201693
   Web of Science ®Google Scholar
• Gillon, G. T. (2004). Phonological awareness: From research to practice. New York, NY: Guilford Press.
   Google Scholar
• Goswami, U., & Bryant, P. (1990). Phonological skills and learning to read. Mahwah, NJ: Lawrence Erlbaum Associates, Inc.
   Google Scholar
• Grömping, U. (2006). Relative importance for linear regression in R: The Package Relaimpo. Journal of Statistical Software, 17(1), 1–27. doi:10.18637/jss.v017.i01
   Web of Science ®Google Scholar
• Gunning, T. G. (2001). Creating literacy instruction for all children. Boston: Allyn & Bacon.
   Google Scholar
• Hipfner-Boucher, K., Milburn, T., Weitzman, E., Greenberg, J., Pelletier, J., & Girolametto, L. (2014). Relationships between preschoolers’ oral language and phonological awareness. First Language, 34(2), 178–197. doi:10.1177/0142723714525945
   Web of Science ®Google Scholar
• Hoien, T., Lundberg, I., Stanovich, K. E., & Bjaalid, I.-K. (1995). Components of phonological awareness. Reading and Writing, 7(2), 171–188. doi:10.1007/BF01027184
   Web of Science ®Google Scholar
• Honnibal, M., Montani, I., Van Landeghem, S., & Boyd, A. (2020). spaCy: Industrial-strength Natural Language Processing in Python.
   Google Scholar
• Hulme, C. (2002). Phonemes, rimes, and the mechanisms of early reading development. Journal of Experimental Child Psychology, 82(1), 58–64. doi:10.1006/jecp.2002.2674
   Web of Science ®Google Scholar
• Katz, L., Brancazio, L., Irwin, J., Katz, S., Magnuson, J., & Whalen, D. H. (2012). What lexical decision and naming tell us about reading. Reading and Writing, 25(6), 1259–1282. doi:10.1007/s11145-011-9316-9
   PubMed Web of Science ®Google Scholar
• Kim, M., Crossley, S. A., & Skalicky, S. (2018). Effects of lexical features, textual properties, and individual differences on word processing times during second language reading comprehension. Reading and Writing, 31(5), 1155–1180. doi:10.1007/s11145-018-9833-x
   Web of Science ®Google Scholar
• Konza, D. (2011). Phonological awareness. Research into Practice, 1(1), 1–6.
   Google Scholar
• Kucera, H., & Francis, N. (1967). Computational analysis of present-day American English. Providence, RI: Brown University Press.
   Google Scholar
• Kuhn, M. (2008). Building predictive models in R using the caret package. Journal of Statistical Software, 28(5), 1–26. doi:10.18637/jss.v028.i05
   PubMed Web of Science ®Google Scholar
• Kyle, K., Crossley, S., & Berger, C. (2018). The tool for the automatic analysis of lexical sophistication (TAALES): version 2.0. Behavior Research Methods, 50(3), 1030–1046. doi:10.3758/s13428-017-0924-4
   PubMed Web of Science ®Google Scholar
• Levenshtein, V. I. (1966). Binary codes capable of correcting deletions, insertions, and reversals. Soviet Physics Doklady, 10(8), 707–710.
   Google Scholar
• Lewkowicz, N. K. (1980). Phonemic awareness training: What to teach and how to teach it. Journal of Educational Psychology, 72(5), 686–700. doi:10.1037/0022-0663.72.5.686
   Web of Science ®Google Scholar
• Lindeman, R. H., Merenda, P. F., & Gold, R. Z. (1980). Introduction to bivariate and multivariate analysis. Glenview, IL Scott, Foresman and Company.
   Google Scholar
• Lonigan, C. J. (2007). Vocabulary development and the development of phonological awareness skills in preschool children. In R. K. Wagner, A. E., Muse, & K. R. Tannenbaum (pp. 15–31). Vocabulary acquisition: Implications for reading comprehension. Add New York, NY: Guilford Press.
   Google Scholar
• Lonigan, C. J., Anthony, J. L., Phillips, B. M., Purpura, D. J., Wilson, S. B., & McQueen, J. D. (2009). The nature of preschool phonological processing abilities and their relations to vocabulary, general cognitive abilities, and print knowledge. Journal of Educational Psychology, 101(2), 345–358. doi:10.1037/a0013837
   PubMed Web of Science ®Google Scholar
• Lukatela, G., & Turvey, M. T. (2000). An evaluation of the two-cycles model of phonology assembly. Journal of Memory and Language, 42(2), 183–207. doi:10.1006/jmla.1999.2672
   Web of Science ®Google Scholar
• Lund, K., & Burgess, C. (1996). Producing high-dimensional semantic spaces from lexical co-occurrence. Behavior Research Methods, Instruments, & Computers, 28(2), 203–208. doi:10.3758/BF03204766
   Google Scholar
• Lundberg, I., Frost, J., & Peterson, O. P. (1988). Effects of preschool children. Reading Research Quarterly, 23(2), 263–284.
   Google Scholar
• McDowell, K. D., Lonigan, C. J., & Goldstein, H. (2007). Relations among socioeconomic status, age, and predictors of phonological awareness. Journal of Speech Language and Hearing Research, 50, 1079–1092.
   PubMed Web of Science ®Google Scholar
• Melby-Lervåg, M., Lyster, S. A. H., & Hulme, C. (2012). Phonological skills and their role in learning to read: A meta-analytic review. Psychological Bulletin, 138(2), 322–352. doi:10.1037/a0026744
   PubMed Web of Science ®Google Scholar
• Metsala, J. L. (1999). Young children’s phonological awareness and nonword repetition as a function of vocabulary development. Journal of Educational Psychology, 91(1), 3–19. doi:10.1037/0022-0663.91.1.3
   Web of Science ®Google Scholar
• Metsala, J. L., & Walley, A. C. (1998). Spoken vocabulary growth and the segmental restructuring of lexical representations: Precursors to phonemic awareness and early reading ability. In J. L. Metsala & L. C. Ehri (Eds.), Word recognition in beginning literacy (pp. 89–120). Mahwah, NJ: Lawrence Erlbaum Associates Publishers.
   Google Scholar
• Morais, J. (2003). Levels of phonological representation in skilled reading and in learning to read. Reading and Writing, 16(1/2), 123–151. doi:10.1023/A:1021702307703
   Google Scholar
• Muter, V., Hulme, C., Snowling, M., & Taylor, S. (1998). Segmentation, not rhyming, predicts early progress in learning to read. Journal of Experimental Child Psychology, 71(1), 3–27. doi:10.1006/jecp.1998.2453
   PubMed Web of Science ®Google Scholar
• Nation, K., & Hulme, C. (1997). Phonemic segmentation, not onset‐rime segmentation, predicts early reading and spelling skills. Reading Research Quarterly, 32(2), 154–167.
   Web of Science ®Google Scholar
• Nithart, C., Demont, E., Metz-Lutz, M. N., Majerus, S., Poncelet, M., & Leybaert, J. (2011). Early contribution of phonological awareness and later influence of phonological memory throughout reading acquisition. Journal of Research in Reading, 34(3), 346–363. doi:10.1111/j.1467-9817.2009.01427.x
   Web of Science ®Google Scholar
• Peereman, R., & Content, A. (1995). Neighborhood size effect in naming: Lexical activation or sublexical correspondences? Journal of Experimental Psychology: Learning, Memory, and Cognition, 21(2), 409–421. doi:10.1037/0278-7393.21.2.409
   Web of Science ®Google Scholar
• Perfetti, C., & Stafura, J. (2014). Word knowledge in a theory of reading comprehension. Scientific Studies of Reading, 18(1), 22–37. doi:10.1080/10888438.2013.827687
   Web of Science ®Google Scholar
• Pfost, M. (2015). Children’s phonological awareness as a predictor of reading and spelling: A systematic review of longitudinal research in German-speaking countries. Zeitschrift Für Entwicklungspsychologie und Pädagogische Psychologie, 47(3), 123–138. doi:10.1026/0049-8637/a000141
   Web of Science ®Google Scholar
• Pufpaff, L. A. (2009). A developmental continuum of phonological sensitivity skills. Psychology in the Schools, 46(7), 679–691. doi:10.1002/pits.20407
   Web of Science ®Google Scholar
• Rastle, K., & Coltheart, M. (2006). Is there serial processing in the reading system; and are there local representations? In S. Andrews (Ed.), From inmarks to ideas: Current issues in lexical processing (pp. 3–24). Hove, UK: Psychology Press.
   Google Scholar
• Rayner, K., & Duffy, S. A. (1986). Lexical complexity and fixation times in reading: Effects of word frequency, verb complexity, and lexical ambiguity. Memory & Cognition, 14(3), 191–201. doi:10.3758/bf03197692
   PubMed Web of Science ®Google Scholar
• R Core Team. (2020). R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing.
   Google Scholar
• Schaefer, B., Fricke, S., Szczerbinski, M., Fox-Boyer, A. V., Stackhouse, J., & Wells, B. (2009). Development of a test battery for assessing phonological awareness in German-speaking children. Clinical Linguistics & Phonetics, 23(6), 404–430. doi:10.1080/02699200902770187
   PubMed Web of Science ®Google Scholar
• Schatschneider, C., Fletcher, J. M., Francis, D. J., Carlson, C. D., & Foorman, B. R. (2004). Kindergarten prediction of reading skills: A longitudinal comparative analysis. Journal of Educational Psychology, 96(2), 265–282. doi:10.1037/0022-0663.96.2.265
   Web of Science ®Google Scholar
• Share, D. L., Jorm, A. F., Maclean, R., & Matthews, R. (1984). Sources of individual differences in reading acquisition. Journal of Educational Psychology, 76(6), 1309–1324. doi:10.1037/0022-0663.76.6.1309
   Web of Science ®Google Scholar
• Stanovich, K. E., Cunningham, A. E., & Cramer, B. B. (1984). Assessing phonological awareness in kindergarten children: Issues of task comparability. Journal of Experimental Child Psychology, 38(2), 175–190. doi:10.1016/0022-0965(84)90120-6
   Web of Science ®Google Scholar
• Stuart, M. (2005). Phonemic analysis and reading development: Some current issues. Journal of Research in Reading, 28(1), 39–49. doi:10.1111/j.1467-9817.2005.00251.x
   Web of Science ®Google Scholar
• Swanson, H. L., & Alexander, J. E. (1997). Cognitive processes as predictors of word recognition and reading comprehension in learning-disabled and skilled readers: Revisiting the specificity hypothesis. Journal of Educational Psychology, 89(1), 128–158. doi:10.1037/0022-0663.89.1.128
   Web of Science ®Google Scholar
• Verhoeven, L., van Leeuwe, J., & Vermeer, A. (2011). Vocabulary growth and reading development across the elementary school years. Scientific Studies of Reading, 15(1), 8–25. doi:10.1080/10888438.2011.536125
   Web of Science ®Google Scholar
• Wagner, R. (1988). Causal relations between the development of phonological processing abilities and the acquisition of reading skills: A meta-analysis. Merrill-Palmer Quarterly, 34, 261–279.
   Web of Science ®Google Scholar
• Walley, A. C. (1993). The role of vocabulary development in children′ s spoken word recognition and segmentation ability. Developmental Review, 13(3), 286–350. doi:10.1006/drev.1993.1015
   Web of Science ®Google Scholar
• Weber, R. M. (2006). Function words in the prosody of fluent reading. Journal of Research in Reading, 29(3), 258–269. doi:10.1111/j.1467-9817.2006.00307.x
   Web of Science ®Google Scholar
• Yarkoni, T., Balota, D., & Yap, M. (2008). Moving beyond Coltheart’s N: A new measure of orthographic similarity. Psychonomic Bulletin & Review, 15(5), 971–979. doi:10.3758/PBR.15.5.971
   PubMed Web of Science ®Google Scholar
• Yopp, H. K. (1988). The validity and reliability of phonemic awareness tests. Reading Research Quarterly, 23(2), 159–177.
   Web of Science ®Google Scholar
• Zipf, G. K. (1935). The psycho-biology of language. New York: Houghton-Mifflin.
   Google Scholar