Age of acquisition effects in word reading and other tasks

Zevin, Jason D. and Seidenberg, Mark S. (2002) Age of acquisition effects in word reading and other tasks. [Preprint]

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Recent studies have suggested that age of acquisition (AoA) has an impact on skilled reading independent of factors such as frequency. This result raises questions about previous studies in which AoA was not controlled, and about current theories in which it is not addressed. Analyses of the materials used in previous studies suggest that the observed AoA effects may have been due to other factors. We also found little evidence for an AoA effect in computational models of reading which used words that exhibit normal spelling-sound regularities. An AoA effect was observed, however, in a model in which early and late learned words did not overlap in terms of orthography or phonology. The results suggest that, with other correlated properties of stimuli controlled, AoA effects occur when what is learned about early patterns does not carry over to later ones. This condition is not characteristic of learning spelling-sound mappings but may be relevant to tasks such as learning the names for objects.

Item Type:Preprint
Keywords:age of acquisition, reading, connectionist modeling, linguistic development
Subjects:Psychology > Cognitive Psychology
Psychology > Psycholinguistics
ID Code:2149
Deposited By: Zevin, Jason D.
Deposited On:25 Mar 2002
Last Modified:11 Mar 2011 08:54

References in Article

Select the SEEK icon to attempt to find the referenced article. If it does not appear to be in cogprints you will be forwarded to the paracite service. Poorly formated references will probably not work.

Baayen, R. H., Piepenbrock, R., & van Rijn, H. (1993). The CELEX lexical database (CD-ROM). (Linguistic

Data Consortium, University of Pennsylvania, Philadelphia, PA)

Balota, D. (1994). Visual word recognition:The journey from features to meaning. In M. A. Gernsbacher

(Ed.), Handbook of psycholinguistics (p. 303-356). San Diego, CA: Academic Press.

Balota, D., & Chumbley, J. (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 and

Performance, 10, 340-357.

Balota, D., Pilotti, M., & Cortese, M. J. (2001). Item-level analyses of lexical decision performance: Results

from a mega-study. Memory & Cognition. (manuscript submitted for publication)

Balota, D. A., & Abrams, R. A. (1995). Mental chronometry - beyond onset latencies in the lexical decision

task. Journal of Experimental Psychology: Learning, Memory and Cognition, 21, 1289-1302.

Bishop, C. M. (1995). Neural networks for pattern recognition. Oxford: Clarendon Press.

Brown, G. D. A., & Watson, F. L. (1987). First in, first out: Word learning age and spoken word frequency

as predictors of word familiarity and word naming latency. Memory & Cognition, 15, 208-216.

Brysbaert, M., Lange, M., & Van Wijnendaele, I. (2000). The effects of age-of-acquisition and frequency-of-occurrence

in visual word recognition: Further evidence from the Dutch language. European Journal

of Cognitive Psychology, 12, 65-85.

Brysbaert, M., Van Wijnendaele, I., &De Deyne, S. (2000). Age-of-acquisition effects in semantic processing

tasks. Acta Psychologica, 104, 215-226.

Butler, B., & Hains, S. (1979). Individual differences in word recognition latency. Memory & Cognition, 7,


Carroll, J. B., & White, M. N. (1973). Word frequency and age of acquisition as determiners of picture-naming

latency. Quarterly Journal of Experimental Psychology, 25, 85-95.

Cassidy, K. W., Kelly, M. H., & Sharoni, L. (1998). Inferring gender from name phonology. Journal of

Experimental Psychology: General, 128, 362-381.

Coltheart, M., Curtis, B., Atkins, P., & Haller, M. (1993). Models of reading aloud: Dual-route and parallel-distributed-

processing approaches. Psychological Review, 100, 589-608.

Coltheart, M., Davelaar, E., Jonasson, K., & Besner, D. (1977). Access to the internal lexicon. In S. Dornic

(Ed.), Attention & Performance VI (p. 535-555). Hillsdale, NJ: Erlbaum.

Coltheart, V., Laxon, V. J., & Keating, C. (1988). Effects of word imageability and age of acquisition on

children s reading. British Journal of Psychology, 79, 1-12.

Doupe, A. J., & Kuhl, P. K. (1999). Birdsong and human speech: Common themes and mechanisms. Annual

Review of Neuroscience, 22, 567-631.

Ellis, A., & Morrison, C. (1998). Real age-of-acquisition effects in lexical retrieval. Journal of Experimental

Psychology: Learning, Memory and Cognition, 24, 515-523.

Ellis, A. W., & Lambon Ralph, M. A. (2000). Age of acquisition effects in adult lexical processing reflect

loss of plasticity in maturing systems: Insights from connectionist networks. Journal of Experimental

Psychology: Learning, Memory and Cognition, 26, 1103-1123.

Flege, J. E., Yeni-Komshian, G. H., & Liu, S. (1999). Age constraints on second-language acquisition.

Journal of Memory and Language, 41, 78-104.

Forster, K. I., & Chambers, S. M. (1973). Lexical access and naming time. Journal of Verbal Learning and

Verbal Behavior, 12, 627-635.

Gerhand, S., & Barry, C. (1998). Word frequency effects in oral reading are not merely age-of-acquisition

effects in disguise. Journal of Experimental Psychology: Learning, Memory and Cognition, 24, 267-


Gerhand, S., & Barry, C. (1999a). Age of acquisition, word frequency, and the role of phonology in the

lexical decision task. Memory & Cognition, 27, 592-602.

Gerhand, S., & Barry, C. (1999b). Age-of-acquisition and frequency effects in speeded word naming.

Cognition, 73, B27-B36.

Gernsbacher, M. A. (1984). Resolving 20 years of inconsistent interactions between lexical familiarity and

orthography, concreteness, and polysemy. Journal of Experimental Psychology: General, 113, 256-281.

Gilhooly, K. J., & Gilhooly, M. L. (1980). The validity of age-of-acquisition ratings. British Journal of

Psychology, 71, 105-110.

Gilhooly, K. J., & Logie, R. H. (1980). Age-of-acquisition, imagery, concreteness, familiarity, and ambiguity

measures for 1,944 words. Behavior Research Methods and Instruments, 12, 395-427.

Harm, M. W. (1998). Division of labor in a computational model of visual word recognition. Unpublished

doctoral dissertation, University of Southern California, Los Angeles, CA.

Harm, M. W., & Seidenberg, M. S. (1999). Phonology, reading, and dyslexia: Insights from connectionist

models. Psychological Review, 163, 491-528.

Harm, M. W., & Seidenberg, M. S. (2001). Division of labor in a mulitcomponent model of visual word

recognition. (manuscript submitted for publication)

Hetherington, P., & Seidenberg, M. S. (1989). Is there catastrophic interference in connectionist networks?

In Proceedings of the 11th annual conference of the cognitive science society (p. 26-33). Hillsdale, NJ:


Hinton, G. E., & Shallice, T. (1991). Lesioning an attractor network: Investigations of acquired dyslexia.

Psychological Review, 98(1), 74-95.

Hirsh, K. W., & Ellis, A. W. (1994). Age of acquisition and lexical processing in aphasia: A case study.

Cognitive Neuropsychology, 11, 435-458.

Hodgson, C., & Ellis, A. W. (1998). Last in, first to go: Age of acquisition and naming in the eldery. Brain

and Language, 64, 146-163.

Johnson, J. S., & Newport, E. L. (1989). Critical period effects in second language learning: The influence of

maturational state on the acquisition of English as a second language. Cognitive Psychology, 21, 60-99.

Kawamoto, A. H., Kello, C. T., Jones, R. J., & Bame, K. (1998). Initial phoneme versus whole word criterion

to initiate pronunciation: Evidence based on response latency and initial phoneme duration. Journal of

Experimental Psychology: Learning, Memory and Cognition, 24, 862-885.

Kelly, M. H. (1992). Using sound to solve syntactic problems: The role of phonology in grammatical

category assignments. Psychological Review, 99, 349-364.

Kessler, B., & Treiman, R. (2001). Relationships between sounds and letters in english monosyllables.

Journal of Memory and Language, 24, 592-617.

Kucera, H., & Francis, W. N. (1967). Computational analysis of present-day American English. Providence,

RI: Brown University Press.

Lambon Ralph, M. A., Graham, K. S., Ellis, A. W., & Hodges, J. R. (1998). Naming in semantic dementia

what matters? Neuropsychologia, 36, 775-784.

Lenneberg, E. H. (1967). Biological foundations of language. New York: Wiley.

Lewis, M. B. (1999). Are age-of-acquisition effects cumulative-frequency effects in disguise? A reply to

Moore, Valentine and Turner (1999). Cognition, 72, 311-316.

Lyons, A., Teer, P., & Rubenstein, H. (1978). Age-at-acquisition and word recognition. Journal of Psy-cholinguistic

Research, 7, 179-187.

Marchman, V. A., & Bates, E. (1994). Continuity in lexical and morphological development: A test of the

critical mass hypothesis. Journal of Child Language, 21, 339-366.

Marcus, M., Santorini, B., & Marcinkiewicz, M. A. (1993). Building a large annotated corpus of English:

The Penn Treebank. Computational Linguistics, 19, 313-330.

Markson, L., & Bloom, P. (1997). Evidence against a dedicated system for word learning in children. Nature,

385, 813-815.

McCandliss, B. D., Posner, M. I., & Givon, T. (1997). Brain plasticity in learning visual words. Cognitive

Psychology, 33, 88-110.

McCloskey, M., & Cohen, N. J. (1989). Catastrophic interference in connectionist networks: The sequential

learning problem. In G. H. Bower (Ed.), The psychology of learning and motivation (Vol. 23, p. 109-

164). New York, NY: Academic Press.

Monaghan, J., & Ellis, A. W. (in press). What exactly interacts with spelling-sound consistency in word

naming? Journal of Experimental Psychology: Learning, Memory and Cognition.

Moore, V., & Valentine, T. (1998). The effect of age of acquisition on speed and accuracy of naming famous

faces. The Quarterly Journal of Experimental Psychology, 51A, 485-513.

Moore, V., & Valentine, T. (1999). The effects of age of acquisition in processing famous faces : Exploring

the locus and proposing a mechanism. In Proceedings of the twenty-first annual conference of the

cognitive science society (p. 416-421). New Jersey: Erlbaum.

Morrison, C. A., & Ellis, A. W. (2000). Real age of acquisition effects in word naming and lexical decision.

British Journal of Psychology, 91, 167-180.

Morrison, C. M., & Ellis, A. W. (1995). Roles of word frequency and age of acquisition in word naming and

lexical decision. Journal of Experimental Psychology: Learning, Memory and Cognition, 21, 116-153.

Morrison, C. M., Ellis, A. W., & Chappell, T. D. (1997). Age of acquisition norms for a large set of object

names and their relation to adult estimates and other variables. Quarterly Journal of Experimental

Psychology: Human Experimental Psychology, 50A, 528-559.

Munro, P. W. (1986). State-dependent factors influences neural plasticity: A partial account of the critical

period. In J. L. McClelland, D. E. Rumelhart, & the PDP Research Group (Eds.), Parallel distributed

processing: Explorations in the microstructure of cognition. Volume 2: Psychological and biological

models (p. 471-502). Cambridge, MA: MIT Press.

Neville, H. J., & Bavelier, D. (2000). Specificity and plasticity in neurocognitive development in humans. In

M. S. Gazzaniga (Ed.), The new cognitive neurosciences (p. 83-98). Cambridge, MA: MIT press.

Perani, D., Paulesu, E., Galles, N., Dupoux, E., Dehaene, S., Bettinardi, V., Cappa, S., Fazio, F., & Mehler,

J. (1998). The bilingual brain - Proficiency and age of acquisition of the second language. Brain, 121,


Plaut, D. C., McClelland, J. L., Seidenberg, M. S., & Patterson, K. E. (1996). Understanding normal and

impaired word reading: Computational principles in quasi-regular domains. Psychological Review, 103,


Quartz, S., & Sejnowski, T. J. (1997). The neural basis of cognitive development: A constructivist manifesto.

Brain and Behavioral Sciences, 20, 537-596.

Seidenberg, M. S. (1995). Visual word recognition: An overview. In P. Eimas & J. L. Miller (Eds.), Handbook

of perception and cognition: Language. New York: Academic Press.

Seidenberg, M. S., & Gonnerman, L. M. (2000). Explaining derivational morphology as the convergence of

codes. Trends in Cognitive Sciences, 4, 353-361.

Seidenberg, M. S., & McClelland, J. L. (1989). A distributed, developmental model of word recognition and

naming. Psychological Review, 96, 523-568.

Seidenberg, M. S., & Waters, G. S. (1989). Word recognition and naming: A mega study. Bulletin of the

Psychonomic Society, 27, 489.

Seidenberg, M. S., Waters, G. S., Barnes, M. A., & Tanenhaus, M. K. (1984). When does irregular spelling

or pronunciation influence word recognition? Journal of Verbal Learning and Verbal Behavior, 23,


Smith, M. A., Cottrell, G. W., & Anderson, K. L. (2001). The early word catches the weights. In T. K. Leen,

T. G. Dietterich, & V. Tresp (Eds.), Advances in neural information processing systems 13 (p. 52-58).

Cambridge, MA: MIT Press.

Spieler, D. H., & Balota, D. A. (1997). Connectionist models of word naming: An examination of item level

performance. Psychological Science, 8, 411-416.

Strain, E., Patterson, K., & Seidenberg, M. S. (1995). Semantic effects in single-word naming. Journal of

Experimental Psychology: Learning, Memory and Cognition, 21, 1140-1154.

Turner, J. E., Valentine, T., & Ellis, A. W. (1998). Contrasting effects of age of acquisition and word

frequency on auditory and visual lexical decision. Memory & Cognition, 26, 1282-1291.

Van Orden, G. C., Johnston, J. C., & Hale, B. L. (1988). Word identification in reading proceeds from the

spelling to sound to meaning. Journal of Experimental Psychology: Memory, Language and Cognition,

14, 371-386.

Venezky, R. L. (1970). The structure of English orthography. The Hague: Mouton.

Werker, J. F., & Tees, R. C. (1984). Cross-language speech perception: Evidence for perceptual reorganiza-tion

during the first year of life. Infant Behavior & Development, 7(1), 49-63.

Yamada, J., Takashima, H., & Yamazaki, H. (1998). Effect of ease-of-acquisition on naming latency for

Japanese Kanji: A reanalysis of Yamazaki et al. s (1997) data. Psychological Reports, 83, 991-1002.

Yamazaki, M., Ellis, A. W., Morrison, C. M., & Lambon Ralph, M. A. (1997). Two age of acquisition effects

in the reading of Japanese Kanji. British Journal of Psychology, 88, 407-411.

Zeno, S. (Ed.). (1995). The educator s word frequency guide. Brewster, NJ: Touchstone Applied Science



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