The DOI matches its Crossref record; 91 of the 92 references it cites were found in a registry or an index.
The overlap model: A model of letter position coding.
Open accessAbstract
Recent research has shown that letter identity and letter position are not integral perceptual dimensions (e.g., jugde primes judge in word-recognition experiments). Most comprehensive computational models of visual word recognition (e.g., the interactive activation model, J. L. McClelland & D. E. Rumelhart, 1981, and its successors) assume that the position of each letter within a word is perfectly encoded. Thus, these models are unable to explain the presence of effects of letter transposition (trial-trail), letter migration (beard-bread), repeated letters (moose-mouse), or subset/superset effects (faulty-faculty). The authors extend R. Ratcliff's (1981) theory of order relations for encoding of letter positions and show that the model can successfully deal with these effects. The basic assumption is that letters in the visual stimulus have distributions over positions so that the representation of one letter will extend into adjacent letter positions. To test the model, the authors conducted a series of forced-choice perceptual identification experiments. The overlap model produced very good fits to the empirical data, and even a simplified 2-parameter model was capable of producing fits for 104 observed data points with a correlation coefficient of .91.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The cited source says what the claim attributes to it.
In the citing paper
“Replacing this mechanism with an alternative coding scheme (e.g., Gomez et al., 2008) would not be detrimental to our approach, as long as the new mechanism exhibits the key properties of flexibility, and maximizing the use of diagnostic information given constraints in letter visibility.”
From A Dual-Route Approach to Orthographic Processing (2011) · cites this paper as Gomez et al., 2008
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
(1967) · Medical Entomology and Zoology · Cited by 7,532
McClelland, J. L., & Rumelhart, D. E. (1981) · Psychological Review · doi:10.1037/0033-295x.88.5.375 · Cited by 4,889
Ratcliff, R. (1978) · Psychological Review · doi:10.1037/0033-295x.85.2.59 · Cited by 4,513
Self-citationDRC: A dual route cascaded model of visual word recognition and reading aloud.
Coltheart, M., Rastle, K., Perry, C., Langdon, R., & Ziegler, J. (2001) · Psychological Review · doi:10.1037/0033-295x.108.1.204 · Cited by 4,500
A distributed, developmental model of word recognition and naming.
Seidenberg, M. S., & McClelland, J. L. (1989) · Psychological Review · doi:10.1037/0033-295x.96.4.523 · Cited by 3,909
The Diffusion Decision Model: Theory and Data for Two-Choice Decision Tasks
Ratcliff, R., & McKoon, G. (2008) · Neural Computation · doi:10.1162/neco.2008.12-06-420 · Cited by 3,059
Self-citationUnderstanding normal and impaired word reading: Computational principles in quasi-regular domains.
Plaut, D. C., McClelland, J. L., Seidenberg, M. S., & Patterson, K. (1996) · Psychological Review · doi:10.1037/0033-295x.103.1.56 · Cited by 2,698
Chambers, J. M., Hastie, T. J., & Pregibon, D. (1990) · Physica-Verlag eBooks · doi:10.1007/978-3-642-50096-1_48 · Cited by 1,784
Bergum, B. O., & Dornič, S. (1978) · The American Journal of Psychology · doi:10.2307/1421701 · Cited by 1,778
Rumelhart, D. E., & McClelland, J. L. (1982) · Psychological Review · doi:10.1037/0033-295x.89.1.60 · Cited by 1,530
Repetition priming and frequency attenuation in lexical access.
Forster, K. I., & Davis, C. (1984) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.10.4.680 · Cited by 1,414
Illusory conjunctions in the perception of objects
Treisman, A., & Schmidt, H. J. (1982) · Cognitive Psychology · doi:10.1016/0010-0285(82)90006-8 · Cited by 1,361
Toward a model of eye movement control in reading.
Reichle, E. D., Pollatsek, A., Fisher, D., & Rayner, K. (1998) · Psychology Review · doi:10.1037/0033-295x.105.1.125 · Cited by 1,313
The neural code for written words: a proposal
Dehaene, S., Cohen, L., Sigman, M., & Vinckier, F. (2005) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2005.05.004 · Cited by 1,201
Attention and Performance XII: The Psychology of Reading
Coltheart, M. (1987) · Cited by 1,195
Orthographic processing in visual word recognition: A multiple read-out model.
Grainger, J., & Jacobs, A. M. (1996) · Psychological Review · doi:10.1037/0033-295x.103.3.518 · Cited by 947
Perry, C., Ziegler, J. C., & Zorzi, M. (2007) · Psychological Review · doi:10.1037/0033-295x.114.2.273 · Cited by 748
Whitney, C. (2001) · Psychonomic Bulletin & Review · doi:10.3758/bf03196158 · Cited by 619
Localist Connectionist Approaches To Human Cognition
(2013) · Psychology Press eBooks · doi:10.4324/9780203774533 · Cited by 618
A Diffusion Model Account of the Lexical Decision Task.
Ratcliff, R., Gómez, P., & McKoon, G. (2004) · Psychological Review · doi:10.1037/0033-295x.111.1.159 · Cited by 608
Self-citationConnectionist and diffusion models of reaction time.
Ratcliff, R., Zandt, T. V., & McKoon, G. (1999) · Psychological Review · doi:10.1037/0033-295x.106.2.261 · Cited by 588
Self-citationMasked priming with graphemically related forms: Repetition or partial activation?
Forster, K. I., Davis, C., Schoknecht, C., & Carter, R. (1987) · The Quarterly Journal of Experimental Psychology Section A · doi:10.1080/14640748708401785 · Cited by 476
Gómez, P., Ratcliff, R., & Perea, M. (2007) · Journal of Experimental Psychology General · doi:10.1037/0096-3445.136.3.389 · Cited by 460
Self-citationThe Bayesian reader: Explaining word recognition as an optimal Bayesian decision process.
Norris, D. G. (2006) · Psychological Review · doi:10.1037/0033-295x.113.2.327 · Cited by 446
Masking of foveal and parafoveal vision during eye fixations in reading.
Rayner, K., & al, E. (1981) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037//0096-1523.7.1.167 · Cited by 388
A theory of perceptual matching.
Krueger, L. E. (1978) · Psychological Review · doi:10.1037/0033-295x.85.4.278 · Cited by 330
Can CANISO activate CASINO? Transposed-letter similarity effects with nonadjacent letter positions
Perea, M., & Lupker, S. J. (2004) · Journal of Memory and Language · doi:10.1016/j.jml.2004.05.005 · Cited by 312
Self-citationModeling letter position coding in printed word perception
Jonathan Grainger, B., & van Heuven, W. J. B. (2004) · Radboud Repository (Radboud University) · Cited by 308
The CODE theory of visual attention: An integration of space-based and object-based attention.
Logan, G. D. (1996) · Psychological Review · doi:10.1037/0033-295x.103.4.603 · Cited by 299
Theoretical interpretations of the speed and accuracy of positive and negative responses.
Ratcliff, R. (1985) · Psychology Review · doi:10.1037/0033-295x.92.2.212 · Cited by 294
Self-citationA theory of order relations in perceptual matching.
Ratcliff, R. (1981) · Psychological Review · doi:10.1037/0033-295x.88.6.552 · Cited by 274
Self-citationAn Exemplar-Based Random Walk Model of Speeded Classification
Nosofsky, R., & Palmeri, T. (1997) · Psychological Review · doi:10.1037/0033-295x.104.2.266 · Cited by 271
van Gompel, R. P. G., Fischer, M. H., Murray, W. S., & Hill, R. L. (2007) · Elsevier eBooks · doi:10.1016/b978-0-08-044980-7.x5000-9 · Cited by 269
Cracking the orthographic code: An introduction
Grainger, J. (2008) · Language and Cognitive Processes · doi:10.1080/01690960701578013 · Cited by 263
Does jugde activate COURT? Transposed-letter similarity effects in masked associative priming
Perea, M., & Lupker, S. J. (2003) · Memory & Cognition · doi:10.3758/bf03196438 · Cited by 256
Self-citationA diffusion model account of masking in two-choice letter identification.
Ratcliff, R., & Rouder, J. N. (2000) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037//0096-1523.26.1.127 · Cited by 238
Self-citationRaeding Wrods With Jubmled Lettres
Rayner, K., White, S. J., Johnson, R. L., & Liversedge, S. P. (2006) · Psychological Science · doi:10.1111/j.1467-9280.2006.01684.x · Cited by 235
Letter position coding in printed word perception: Effects of repeated and transposed letters
Schoonbaert, S., & Grainger, J. (2004) · Language and Cognitive Processes · doi:10.1080/01690960344000198 · Cited by 221
Eye Movement Control during Reading: Evidence for Direct Control
Rayner, K., & Pollatsek, A. (1981) · The Quarterly Journal of Experimental Psychology Section A · doi:10.1080/14640748108400798 · Cited by 218
Transposed-letter effects in reading: Evidence from eye movements and parafoveal preview.
Johnson, R. L., Perea, M., & Rayner, K. (2007) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.33.1.209 · Cited by 217
Self-citationEffects of syllable frequency and syllable neighborhood frequency in visual word recognition.
Perea, M., & Carreiras, M. (1998) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.24.1.134 · Cited by 213
Self-citationOrder and position in primary memory for letter strings
Lee, C. L., & Estes, W. K. (1977) · Journal of Verbal Learning and Verbal Behavior · doi:10.1016/s0022-5371(77)80036-4 · Cited by 205
A diffusion model analysis of the effects of aging on letter discrimination.
Thapar, A., Ratcliff, R., & McKoon, G. (2003) · Psychology and Aging · doi:10.1037/0882-7974.18.3.415 · Cited by 202
Self-citationLexical Retrieval and Selection Processes: Effects of Transposed-Letter Confusability
Andrews, S. (1996) · Journal of Memory and Language · doi:10.1006/jmla.1996.0040 · Cited by 200
Letter position information and printed word perception: The relative-position priming constraint.
Grainger, J., Granier, J.-P., Farioli, F., Assche, E. V., & van Heuven, W. J. B. (2006) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.32.4.865 · Cited by 195
Transposed-Letter Confusability Effects in Masked Form Priming
Kinoshita, S., & Lupker, S. J. (2004) · Psychology Press eBooks · doi:10.4324/9780203502846-13 · Cited by 194
Eye movements when reading transposed text: The importance of word-beginning letters.
White, S. J., Johnson, R. L., Liversedge, S. P., & Rayner, K. (2008) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.34.5.1261 · Cited by 187
Rayner, K., Liversedge, S. P., White, S. J., & Vergilino‐Perez, D. (2003) · Psychological Science · doi:10.1111/1467-9280.24483 · Cited by 184
The locus of inferential and perceptual processes in letter identification.
Estes, W. K. (1975) · Journal of Experimental Psychology General · doi:10.1037/0096-3445.104.2.122 · Cited by 174
Serial position functions for letter identification at brief and extended exposure durations
Estes, W. K., Allmeyer, D. H., & Reder, S. (1976) · Perception & Psychophysics · doi:10.3758/bf03199379 · Cited by 170
Mental lexicon : "some words to talk about words"
Bonin, P. (2004) · Cited by 170
A Note on the Informativeness of Parts of Words
Bruner, J. S., & O’Dowd, D. D. (1958) · Language and Speech · doi:10.1177/002383095800100203 · Cited by 168
A counter model for implicit priming in perceptual word identification.
Ratcliff, R., & McKoon, G. (1997) · Psychological Review · doi:10.1037/0033-295x.104.2.319 · Cited by 159
Self-citationA formal theory of feature binding in object perception.
Ashby, F. G., Prinzmetal, W., Ivry, R. I., & Maddox, W. T. (1996) · Psychological Review · doi:10.1037/0033-295x.103.1.165 · Cited by 155
Criterion bias and search sequence bias in word recognition
O’Connor, R. E., & Forster, K. I. (1981) · Memory & Cognition · doi:10.3758/bf03196953 · Cited by 147
Configurational effects on the enumeration of dots: Counting by groups
van Oeffelen, M. P., & Vos, P. G. (1982) · Memory & Cognition · doi:10.3758/bf03202432 · Cited by 138
Masked priming effects with syllabic neighbors in a lexical decision task.
Carreiras, M., & Perea, M. (2002) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.28.5.1228 · Cited by 138
Self-citationLetter and order information in lexical access
Chambers, S. M. (1979) · Journal of Verbal Learning and Verbal Behavior · doi:10.1016/s0022-5371(79)90136-1 · Cited by 137
Davis, C. J., & Bowers, J. S. (2006) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.32.3.535 · Cited by 135
Automatic semantic activation of embedded words: Is there a “hat” in “that”?
Bowers, J. S., Davis, C. J., & Hanley, D. A. (2004) · Journal of Memory and Language · doi:10.1016/j.jml.2004.09.003 · Cited by 132
Letter Transpositions Within and Across Morphemes.
Christianson, K., Johnson, R. L., & Rayner, K. (2005) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.31.6.1327 · Cited by 128
Acha, J., & Perea, M. (2007) · British Journal of Psychology · doi:10.1348/000712607x224478 · Cited by 126
Self-citationLetter migration in word perception.
Mozer, M. C. (1983) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037//0096-1523.9.4.531 · Cited by 124
Friedmann, N., & Gvion, A. (2001) · Cognitive Neuropsychology · doi:10.1080/02643290143000051 · Cited by 118
Masked priming: State of the Art
Bowers, J. S. (2003) · Cited by 115
The frequency effect for pseudowords in the lexical decision task
Perea, M., Rosa, E., & Gómez, C. (2005) · Perception & Psychophysics · doi:10.3758/bf03206493 · Cited by 109
Self-citationWord-Specific Knowledge, Word-Recognition Strategies, and Spelling Ability
Holmes, V. M., & Ng, E. (1993) · Journal of Memory and Language · doi:10.1006/jmla.1993.1013 · Cited by 96
Do Transposed-Letter Similarity Effects Occur at a Prelexical Phonological Level?
Perea, M., & Carreiras, M. (2005) · Quarterly Journal of Experimental Psychology · doi:10.1080/17470210500298880 · Cited by 94
Self-citationEvaluating a computational model of perceptual grouping by proximity
Compton, B. J., & Logan, G. D. (1993) · Perception & Psychophysics · doi:10.3758/bf03206783 · Cited by 88
Neighborhood-frequency effects when primes and targets are of different lengths
Moor, W. D., & Brysbaert, M. (2000) · Psychological Research · doi:10.1007/pl00008174 · Cited by 84
A bias interpretation of facilitation in perceptual identification.
Ratcliff, R., McKoon, G., & Verwoerd, M. (1989) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037//0278-7393.15.3.378 · Cited by 82
Self-citationWhat Do Letter Migration Errors Reveal About Letter Position Coding in Visual Word Recognition?
Davis, C. J., & Bowers, J. S. (2004) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.30.5.923 · Cited by 80
Masked form priming with extreme transposition
Guerrera, C., & Forster, K. I. (2008) · Language and Cognitive Processes · doi:10.1080/01690960701579722 · Cited by 79
Jordan, T. R. (1990) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037//0096-1523.16.4.893 · Cited by 77
Speed and accuracy of same and different responses in perceptual matching
Ratcliff, R., & Hacker, M. J. (1981) · Perception & Psychophysics · doi:10.3758/bf03214286 · Cited by 69
Self-citationDo transposed-letter effects occur across lexeme boundaries?
Perea, M., & Carreiras, M. (2006) · Psychonomic Bulletin & Review · doi:10.3758/bf03193863 · Cited by 68
Self-citationTransposed-Letter Priming Effects for Close Versus Distant Transpositions
Perea, M., Duñabeitia, J. A., & Carreiras, M. (2008) · Experimental Psychology (formerly Zeitschrift für Experimentelle Psychologie) · doi:10.1027/1618-3169.55.6.384 · Cited by 66
Self-citationThe effect of neighborhood frequency in reading: Evidence with transposed-letter neighbors
Acha, J., & Perea, M. (2008) · Cognition · doi:10.1016/j.cognition.2008.02.006 · Cited by 65
Self-citationAn algorithm for pattern description on the level of relative proximity
van Oeffelen, M. P., & Vos, P. G. (1983) · Pattern Recognition · doi:10.1016/0031-3203(83)90040-7 · Cited by 63
A study of relative-position priming with superset primes.
Assche, E. V., & Jonathan Grainger, B. (2006) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.32.2.399 · Cited by 58
Chapter 9 A new model of letter string encoding: simulating right neglect dyslexia
Whitney, C., & Berndt, R. S. (1999) · Progress in brain research · doi:10.1016/s0079-6123(08)63072-1 · Cited by 55
Transposed-letter similarity effects in naming pseudowords: Evidence from children and adults
Perea, M., & Estévez, A. (2007) · The European Journal of Cognitive Psychology · doi:10.1080/09541440701306941 · Cited by 54
Self-citationLetter Form as a Constraint for Errors in Neglect Dyslexia and Letter Position Dyslexia
Friedmann, N., & Gvion, A. (2005) · Behavioural Neurology · doi:10.1155/2005/635634 · Cited by 46
The flexibility of letter coding
Johnson, R. L. (2007) · Elsevier eBooks · doi:10.1016/b978-008044980-7/50021-5 · Cited by 37
Comparison of the SERIOL and SOLAR theories of letter-position encoding
Whitney, C. (2007) · Brain and Language · doi:10.1016/j.bandl.2007.08.002 · Cited by 35
Facilitative orthographic neighborhood effects: The SERIOL model account
Whitney, C., & Michal Lavidor, B. (2005) · Cognitive Psychology · doi:10.1016/j.cogpsych.2005.07.001 · Cited by 34
Perea, M., Acha, J., & Fraga, I. (2007) · Brain and Language · doi:10.1016/j.bandl.2007.08.005 · Cited by 30
Self-citationWord recognition development in children: Insights from masked priming
Castles, A. E., Davis, C., & Forster, K. I. (2003) · Cited by 27
Task-specific serial position effects in comparisons of multiletter strings
Proctor, R. W., & Healy, A. F. (1987) · Perception & Psychophysics · doi:10.3758/bf03210507 · Cited by 20
Order-relevant and order-irrelevant decision rules in multiletter matching.
Proctor, R. W., & Healy, A. F. (1985) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037//0278-7393.11.3.519 · Cited by 20
A probabilistic multidimensional model of location information
Maddox, W. T., Prinzmetal, W., Ivry, R. B., & Ashby, F. G. (1994) · Psychological Research · doi:10.1007/bf00419713 · Cited by 14
Flagged first, then by citations
1 of the 92 references couldn’t be matched to a known paper.
Research works printed but not linked: 3
- Davis CJ The self-organizing lexical acquisition and recognition (SOLAR) model of visual word recognition Dissertation Abstracts International 1999 62 01 594B
- Davis CJ When knowing what is not the same as knowing where Australian Journal of Psychology 2002 54 54
- Ratcliff R Order information and distributed memory models Proceedings of the Ninth Annual Conference of the Cognitive Science Society 1987 474 486 Erlbaum Hillsdale, NJ
Cited by
Sorted by citations
The spatial coding model of visual word identification.
Davis, C. J. (2010) · Psychological Review · doi:10.1037/a0019738 · Cited by 523
Towards a universal model of reading
Frost, R. (2012) · Behavioral and Brain Sciences · doi:10.1017/s0140525x11001841 · Cited by 509
A Dual-Route Approach to Orthographic Processing
Grainger, J., & Ziegler, J. C. (2011) · Frontiers in Psychology · doi:10.3389/fpsyg.2011.00054 · Cited by 459
Bayesian just-so stories in psychology and neuroscience.
Bowers, J. S., & Davis, C. J. (2012) · Psychological Bulletin · doi:10.1037/a0026450 · Cited by 436
Cracking the orthographic code: An introduction
Grainger, J. (2008) · Language and Cognitive Processes · doi:10.1080/01690960701578013 · Cited by 263
Metadata
- Authors
- Gomez, P., Ratcliff, R., & Perea, M.
- Venue
- Psychological Review
- Published
- 2008
- Volume
- 115
- Issue
- 3
- Pages
- 577-600
- ISSN
- 0033-295X (ISSN-L)
- 1939-1471
- PMC
- PMC2597794
- OpenAlex
- W1973816319
- Semantic Scholar
- 13280e57c8e593bdddf2df1846334c05c90f836f
- Cited by
- 405
- References
- 92
- Citations by year
- 2026: 18 · 2025: 21 · 2024: 22 · 2023: 16 · 2022: 25 · 2021: 20 · 2020: 22 · 2019: 24 · 2018: 18 · 2017: 20 · 2016: 17 · 2015: 22 · 2014: 21 · 2013: 28 · 2012: 35
- FWCI
- 42.85
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Psychological Review (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute of Mental Health (R37-MH44640; K05-MH01891)
- Spanish Ministry of Education and Science (SEJ2005-05205/EDU)
- National Science Foundation (SES-0446869)
- Topics
- Social Sciences › Psychology › Developmental and Educational Psychology › Reading and Literacy Development
- Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neurobiology of Language and Bilingualism
- Keywords
- overlap model, letter position coding, visual word recognition, letter transposition, order relations, perceptual identification, interactive activation model, letter identity
- MeSH terms
- Cognition, Humans, Phonetics, Visual Perception, Vocabulary, Recognition, Psychology
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review