Abstract
The orthographic choice (OC) task—requiring individuals to choose the correct spelling between a word and a pseudohomophone foil (e.g., goat vs. gote)—has been used as an outcome measure of orthographic learning and as a predictor of individual differences in word reading development. Some consider the OC task a measure of orthographic knowledge (e.g., Conrad, Harris, & Williams (Reading and Writing, 26(8), 1223–1239, 2013)), whereas others have suggested that the task measures a reader’s familiarity with the word’s orthographic representation and thus measures word reading skill (e.g., Castles & Nation, 2006). We examined this assertion by testing OC task performance of individuals ages 8 to 18 (J = 296) and their ability to read the OC target words (I = 80) in isolation using crossed random effects item-response models. Results reveal that response on the OC task is not fully determined by the ability of an individual to read the target word in isolation. Specifically, the probability of choosing the correct orthographic form when the word was pronounced incorrectly was .79; whereas it was .90 when the word was pronounced correctly. Measures of receptive spelling and phonemic awareness (person-characteristics) and word frequency and orthographic neighborhood size (item-characteristics) accounted for significant variance in orthographic choice after controlling for target item reading and other reading-related abilities. We interpret the results to suggest that the OC task taps both item-specific orthographic knowledge and more general orthographic knowledge.
Similar content being viewed by others
Notes
We use the term orthographic knowledge, as opposed to orthographic processing, to emphasize the accumulation of knowledge resulting from orthographic learning (Nation & Castles, 2017).
We acknowledge that our item-specific word-recognition task is not a pure measure of item-specific orthographic knowledge and therefore inferences that any item-level variance in the orthographic choice task not accounted for by this task is attributable to general orthographic knowledge must be conditionalized on this possible mismatch between measure and construct.
We included trigram frequency as a word-level predictor based on work by Siegel, Share, and Geva (1995) indicating children base orthographic decisions in part on the probable sequences and positions of letters that appear within the English corpus. In this study, trigram frequency served as a proxy for sensitivity to probable letter positions, a measure of more general orthographic knowledge.
References
Adams, M. J. (1994). Beginning to read: Thinking and learning about print. Cambridge, MA: MIT Press.
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, 445–459.
Barker, T. A., Torgesen, J. K., & Wagner, R. K. (1992). The role of orthographic processing skills on five different reading tasks. Reading Research Quarterly, 27, 334–345.
Bates, D., Maechler, M., & Bolker, B. (2011). lme4: Linear mixed-effects models using S4 classes. R package version 0.999375–39. http://CRAN.R-project.org/package=lme4
Blachman, B. (2000). Phonological awareness. In: M. L. Kamil, P. B. Mosenthal, P. D. Pearson, & R. Barr (Eds.), Handbook of reading research (Vol. 3, pp. 483-502).
Bruce, D. J. (1964). The analysis of word sounds. British Journal of Educational Psychology, 34, 158–170.
Burt, J. S. (2006). What is orthographic processing skill and how does it relate to word identification in reading? Journal of Research in Reading, 29, 400–416.
Castles, A., & Nation, K. (2006). How does orthographic learning happen? In S. Andrews (Ed.), From inkmarks to ideas: Current issues in lexical processing (pp. 151–179). Hove, England: Psychology Press.
Cho, S.-J., & Rabe-Hesketh, S. (2011). Alternating imputation posterior estimation of models with crossed random effects. Computational Statistics and Data Analysis, 55, 12–25.
Coltheart, M., Davelaar, E., Jonasson, J. T., & Besner, D. (1977). Access to the internal lexicon. S. Dornick (ed.) Attention and performance, volume VI, 535–556.
Conners, F. A., & Olson, R. K. (1990). Reading comprehension in dyslexic and normal readers: A component-skills analysis. In D. A. Balota, G. B. Flores d’Arcais & K. Rayner (Eds.), Comprehension processes in reading; comprehension processes in reading (pp. 557–579, Chapter xix, 656 Pages). Hillsdale, NJ: Lawrence Erlbaum Associates, Inc.
Conrad, N. J., Harris, N., & Williams, J. (2013). Individual differences in children’s literacy development: The contribution of orthographic knowledge. Reading and Writing, 26(8), 1223–1239.
Cunningham, A. E., Perry, K. E., & Stanovich, K. E. (2001). Converging evidence for the concept of orthographic processing. Reading and Writing: An Interdisciplinary Journal, 14, 549–568.
Cunningham, A. E., Perry, K. E., Stanovich, K. E., & Share, D. L. (2002). Orthographic learning during reading: Examining the role of self-teaching. Journal of Experimental Child Psychology, 82(3), 185–199.
Cunningham, A. E., & Stanovich, K. E. (1990). Assessing print exposure and orthographic processing skill in children: A quick measure of reading experience. Journal of Educational Psychology, 82, 733–740.
Cunningham, A. E., Stanovich, K. E., & West, R. F. (1994). Literacy environment and the development of children's cognitive skills. In: E. M. H. Assink (Ed.), Literacy environment and the development of children’s cognitive skills (pp. 70-90).
Deacon, S. H. (2012). Sounds, letters and meanings: The independent influences of phonological, morphological and orthographic skills on early word reading accuracy. Journal of Research in Reading, 35(4), 456–475.
Deacon, S. H., Benere, J., & Castles, A. (2012). The chicken or egg? Untangling the relationship between orthographic processing skill and reading accuracy. Cognition, 122, 110–117. https://doi.org/10.1016/j.cognition.2011.09.003.
Dunn, L. M., & Markwardt, F. C. (1970). Examiner’s manual: Peabody Individual Achievement Test. Circle Pines, MN: American Guidance Service.
Lété, B., Peereman, R., & Fayol, M. (2008). Consistency and word-frequency effects on spelling among first- to fifth-grade French children: A regression-based study. Journal of Memory and Language, 58, 952–977. https://doi.org/10.1016/j.jml.2008.01.001.
Lund, K., & Burgess, C. (1996). Producing high-dimensional semantic spaces from lexical co-occurrence. Behavior Research Methods, Instruments, & Computers, 28, 203–208.
Manis, F. R., Custodio, R., & Szeszulski, P. A. (1993). Development of phonological and orthographic skill: A 2-year longitudinal study of dyslexic children. Journal of Experimental Child Psychology, 56, 64–86.
Manis, F. R., Doi, L. M., & Bhadha, B. (2000). Naming speed, phonological awareness, and orthographic knowledge in second graders. Journal of Learning Disabilities, 33(325–333), 374–333. https://doi.org/10.1177/002221940003300405.
Martinet, C., Valdois, S., & Fayol, M. (2004). Lexical orthographic knowledge develops from the beginning of literacy acquisition. Cognition, 91, B11–B22.
Nation, K., Angells, P., & Castles, A. (2007). Orthographic learning via self-teaching in children learning to read English: Effects of exposure, durability, and context. Journal of Experimental Child Psychology, 96(1), 71–84.
Nation, K., & Castles, A. (2017). Putting the learning in to orthographic learning. In K. Cain, D. Compton, & R. Parrila (Eds.), Theories of reading development (pp. 147–168). Amsterdam, The Netherlands: John Benjamins.
National Institute of Child Health and Human Development (NICHD). (2000). Report of the National Reading Panel. Teaching children to read: An evidence-based assessment of the scientific research literature on reading and its implications for reading instruction: Reports of the subgroups (NIH Publication No. 00–4754). Washington, DC: U.S. Government Printing Office. Retrieved November 11, 2005, from http://www.nichd.nih.gov/ publications/nrp/report.htm.
Olson, R., Wise, B., Conners, F., Rack, J., & Fulker, D. (1989). Specific deficits in component reading and language skills: Genetic and environmental influences. Journal of Learning Disabilities, 22, 339–348.
Olson, R. K. (2006). Genes, environment, and dyslexia the 2005 Norman Geschwind memorial lecture. Annals of Dyslexia, 56(2), 205–238.
Olson, R. K., Forsberg, H., & Wise, B. (1994). Genes, environment, and the development of orthographic skills. In V. W. Berninger (Ed.), The varieties of orthographic knowledge I: Theoretical and developmental issues (pp. 27–71). Dordrecht, the Netherlands: Kluwer.
Preacher, K. J., Curran, P. J., & Bauer, D. J. (2006). Computational tools for probing interaction effects in multiple linear regression, multilevel modeling, and latent curve analysis. Journal of Educational and Behavioral Statistics, 31, 437–448.
Rastle, K., & Coltheart, M. (1999). Serial and strategic effects in reading aloud. Journal of Experimental Psychology: Human Perception and Performance, 25, 482–503.
Raudenbush, S. W., & Bryk, A. S. (2002). Hierarchical linear models: Applications and data analysis methods (2nd ed.). Thousand Oaks, CA: Sage.
Rosner, J., & Simon, D. (1971). The auditory analysis test: An initial report. Journal of Learning Disabilities, 4, 384–392.
Share, D. L. (2004). Orthographic learning at a glance: On the time course and developmental onset of self-teaching. Journal of Experimental Child Psychology, 87, 267–298.
Siegel, L. S., Share, D., & Geva, E. (1995). Evidence for superior orthographic skills in dyslexics. Psychological Science, 6(4), 250–254.
Solso, R. L., Barbuto Jr., P. F., & Juel, C. L. (1979). Bigram and trigram frequencies and versatilities in the English language. Behavior Research Methods and Instrumentation, 11, 475–484.
Stanovich, K. E. (1986). Matthew effects in reading: Some consequences of individual differences in the acquisition of literacy. Reading Research Quarterly, 21, 360–407.
Stanovich, K. E., & West, R. F. (1989). Exposure to print and orthographic processing. Reading Research Quarterly, 24, 402–433.
Stanovich, K. E., West, R. F., & Cunningham, A. E. (1991). Beyond phonological processes: Print exposure and orthographic processing. In: S. A. Brady, & D. P. Shankweiler (Eds.), Phonological processes in literacy: A tribute to Isabelle Y. Liberman, (pp. 219-235).
Vellutino, F. R., Scanlon, D. M., & Chen, R. S. (1995). The increasingly inextricable relationship between orthographic and phonological coding in learning to read: Some reservations about current methods of operationalizing orthographic coding. In V. W. Berninger (Ed.), The varieties of orthographic knowledge, 2: Relationships to phonology, reading, and writing (pp. 47–111). Dordrecht, the Netherlands: Kluwer Academic Publishers.
Vellutino, F. R., Scanlon, D. M., & Tanzman, M. S. (1994). Components of reading ability: Issues and problems in operationalizing word identification phonological coding, and orthographic coding. In G. R. Lion (Ed.), Frames of reference for the assessment of learning disabilities: New views on measurement issues (pp. 279–332). Baltimore, MD: Brookes.
Wang, H.-C., Nickels, L., Nation, K., & Castles, A. (2013). Predictors of orthographic learning of regular and irregular words. Scientific Studies of Reading, 17, 369–384.
Funding
This research was supported in part by Grant P50HD027802 awarded to The University of Colorado and Grant P20HD091013 awarded to Florida State University by Eunice Kennedy Shriver National Institute of Child Health and Human (NICHD). The content is solely the responsibility of the authors and does not necessarily represent the official view of NICHD.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Compton, D.L., Gilbert, J.K., Kearns, D.M. et al. Using an item-specific predictor to test the dimensionality of the orthographic choice task. Ann. of Dyslexia 70, 243–258 (2020). https://doi.org/10.1007/s11881-020-00202-0
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11881-020-00202-0