Age/order of acquisition effects and the cumulative learning of foreign words: A word training study

Early acquired words are processed faster than later acquired words in lexical and semantic tasks. Demonstrating such age of acquisition (AoA) effects beyond reasonable doubt, and then investigating those effects empirically, is complicated by the natural correlation between AoA and other word properties such as frequency and imageability. In an effort to find a laboratory analog of AoA effects which would allow such issues to be addressed more easily, we conducted three experiments in which participants learned foreign words, with some (‘early’) words trained from the outset while other (‘late’) words were introduced some time later then interleaved with the early words. Order of acquisition effects were observed in picture naming, lexical decision and semantic categorization, persisting for several weeks after the end of training. The results demonstrate an important role for order of acquisition in the formation of lexical representations that is independent of other factors such as cumulative frequency, frequency trajectory and imageability. Analyses of cumulative learning effects offer the potential to investigate the differential impact of early and later experiences on the formation of lexical and other mental representations. The discovery of order of acquisition effects in word learning also has implications for classroom teaching of second language vocabulary.

[1]  R. Ratcliff,et al.  A model of the go/no-go task. , 2007, Journal of experimental psychology. General.

[2]  Juan Segui,et al.  Predictors of picture naming speed , 2004, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.

[3]  Matthew P Walker,et al.  A refined model of sleep and the time course of memory formation. , 2005, The Behavioral and brain sciences.

[4]  R. Johnston,et al.  Age of acquisition and lexical processing , 2006 .

[5]  R. Johnston,et al.  Age of acquisition effects in the semantic processing of pictures , 2005, Memory & cognition.

[6]  Cristina Izura,et al.  Age of acquisition effects in translation judgement tasks , 2004 .

[7]  Barbara L. Grabowski Generative Learning Contributions to the Design of Instruction and Learning , 2013 .

[8]  Neil Stewart,et al.  Order of acquisition in learning perceptual categories: A laboratory analogue of the age-of-acquisition effect? , 2008, Psychonomic bulletin & review.

[9]  K. Bäuml,et al.  Revisiting an old issue: Retroactive interference as a function of the degree of original and interpolated learning , 1996, Psychonomic bulletin & review.

[10]  Gert Storms,et al.  Age-of-acquisition differences in young and older adults affect latencies in lexical decision and semantic categorization. , 2007, Acta psychologica.

[11]  J. Kroll,et al.  Handbook of bilingualism : psycholinguistic approaches , 2005 .

[12]  James L. McClelland,et al.  Why there are complementary learning systems in the hippocampus and neocortex: insights from the successes and failures of connectionist models of learning and memory. , 1995, Psychological review.

[13]  Hua Shu,et al.  Predictors of timed picture naming in Chinese , 2007, Behavior research methods.

[14]  M. A. Pérez,et al.  Normas españolas de 290 nuevos dibujos:acuerdo en la denominación, concordancia de la imagen, familiaridad, complejidad visual y variabilidad de la imagen , 2003 .

[15]  D. Howard,et al.  Age of acquisition and imageability ratings for a large set of words, including verbs and function words , 2001, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.

[16]  A W Ellis,et al.  Contrasting effects of age of acquisition and word frequency on auditory and visual lexical decision , 1998, Memory & cognition.

[17]  Catriona M. Morrison,et al.  Real age-of-acquisition effects in lexical retrieval. , 1998, Journal of experimental psychology. Learning, memory, and cognition.

[18]  Hans Stadthagen-Gonzalez,et al.  Age-of-acquisition effects in visual word recognition: evidence from expert vocabularies , 2004, Cognition.

[19]  Jelena Havelka,et al.  Age of acquisition in naming Japanese words , 2006 .

[20]  Marco Zorzi,et al.  Semantic Effects in Word Naming: Evidence from English and Japanese Kanji , 2003, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[21]  Hua Shu,et al.  Age-of-acquisition effects on oral reading in Chinese , 2008, Psychonomic bulletin & review.

[22]  Miguel A. Perez Age of acquisition persists as the main factor in picture naming when cumulative word frequency and frequency trajectory are controlled , 2007, Quarterly journal of experimental psychology.

[23]  R. Johnston,et al.  Effects of age of acquisition, age, and repetition priming on object naming , 2006 .

[24]  Jakke Tamminen,et al.  Short Article: Newly Learned Spoken Words Show Long-Term Lexical Competition Effects , 2008, Quarterly journal of experimental psychology.

[25]  Raja Parasuraman,et al.  SuperLab: General-purpose Macintosh software for human experimental psychology and psychological testing , 1993 .

[26]  A. Cutler Making up materials is a confounded nuisance, or: Will we able to run any psycholinguistic experiments at all in 1990? , 1981, Cognition.

[27]  R. H. Baayen,et al.  The CELEX Lexical Database (CD-ROM) , 1996 .

[28]  J. Carroll,et al.  Word Frequency and Age of Acquisition as Determiners of Picture-Naming Latency , 1973 .

[29]  Fernando Cuetos,et al.  Word naming in Spanish , 2006 .

[30]  Jonathan C Catling,et al.  The varying effects of age of acquisition , 2009, Quarterly journal of experimental psychology.

[31]  T G F Gray,et al.  5 – COMPUTER SOFTWARE , 1992 .

[32]  Andrew W. Ellis,et al.  Age and age of acquisition: An evaluation of the cumulative frequency hypothesis , 2002 .

[33]  Karsten Müller,et al.  Distinct brain representations for early and late learned words , 2003, NeuroImage.

[34]  Catriona M. Morrison,et al.  Age of acquisition and speech production in L2 , 2003, Bilingualism: Language and Cognition.

[35]  H. Pashler,et al.  Distributed practice in verbal recall tasks: A review and quantitative synthesis. , 2006, Psychological bulletin.

[36]  Mark S. Seidenberg,et al.  Theories of word naming interact with spelling-sound consistency. , 2002, Journal of experimental psychology. Learning, memory, and cognition.

[37]  K. Dent,et al.  Age of acquisition, not word frequency affects object recognition: evidence from the effects of visual degradation. , 2008, Acta psychologica.

[38]  Michael J Cortese,et al.  Visual word recognition of single-syllable words. , 2004, Journal of experimental psychology. General.

[39]  Mark S. Seidenberg,et al.  Age of Acquisition Effects in Word Reading and Other Tasks , 2002 .

[40]  James L. McClelland,et al.  Précis of Semantic Cognition: A Parallel Distributed Processing Approach , 2008, Behavioral and Brain Sciences.

[41]  Jörgen Pind,et al.  Determinants of picture naming times in Icelandic. , 2002, Scandinavian journal of psychology.

[42]  Wendy S. Francis,et al.  Bilingual semantic and conceptual representation , 2005 .

[43]  Tim Valentine,et al.  The Effect of Age of Acquisition on Speed and Accuracy of Naming Famous Faces , 1998, The Quarterly journal of experimental psychology. A, Human experimental psychology.

[44]  Noel E. Sharkey,et al.  An Analysis of Catastrophic Interference , 1995, Connect. Sci..

[45]  J. G. Snodgrass,et al.  A standardized set of 260 pictures: norms for name agreement, image agreement, familiarity, and visual complexity. , 1980, Journal of experimental psychology. Human learning and memory.

[46]  C. Kauschke,et al.  The Differential Influence of Lexical Parameters on Naming Latencies in German. A Study on Noun and Verb Picture Naming , 2008, Journal of psycholinguistic research.

[47]  Andrew W. Ellis,et al.  Reply to Strain, Patterson, and Seidenberg (2002). , 2002 .

[48]  M. L. Lambon Ralph,et al.  Age of acquisition effects depend on the mapping between representations and the frequency of occurrence: Empirical and computational evidence , 2006 .

[49]  Mark S. Seidenberg,et al.  Phonology, reading acquisition, and dyslexia: insights from connectionist models. , 1999 .

[50]  Karalyn Patterson,et al.  Anomia: A doubly typical signature of semantic dementia , 2008, Neuropsychologia.

[51]  V. Coltheart,et al.  Word imagery but not age of acquisition affects episodic memory , 1986, Memory & cognition.

[52]  S. Gerhand,et al.  Word frequency effects in oral reading are not merely age-of-acquisition effects in disguise. , 1998 .

[53]  Michel Denis,et al.  Cognitive and Neuropsychological Approaches to Mental Imagery , 1988 .

[54]  J. Michael Spector,et al.  Handbook of Research on Educational Communications and Technology, 3rd Edition , 2012 .

[55]  Michael McCloskey,et al.  Catastrophic Interference in Connectionist Networks: The Sequential Learning Problem , 1989 .

[56]  Christopher Barry,et al.  The influence of age of acquisition in word reading and other tasks : A never ending story ? , 2004 .

[57]  F. Cuetos,et al.  Efectos de las variables léxico-semánticas en el reconocimiento visual de palabras , 2006 .

[58]  Joshua B. Tenenbaum,et al.  The Large-Scale Structure of Semantic Networks: Statistical Analyses and a Model of Semantic Growth , 2001, Cogn. Sci..

[59]  R. Logie,et al.  Age-of-acquisition, imagery, concreteness, familiarity, and ambiguity measures for 1,944 words , 1980 .

[60]  Ralph R. Miller,et al.  Conditions favoring retroactive interference between antecedent events (cue competition) and between subsequent events (outcome competition) , 2001, Psychonomic bulletin & review.

[61]  A. Ellis,et al.  What exactly interacts with spelling-sound consistency in word naming? , 2002, Journal of experimental psychology. Learning, memory, and cognition.

[62]  M. L. Lambon Ralph,et al.  Age of acquisition effects in adult lexical processing reflect loss of plasticity in maturing systems: insights from connectionist networks. , 2000, Journal of experimental psychology. Learning, memory, and cognition.

[63]  Michael B. Lewis,et al.  Age of acquisition and the cumulative-frequency hypothesis: a review of the literature and a new multi-task investigation. , 2004, Acta psychologica.

[64]  Michael J Cortese,et al.  Age of acquisition predicts naming and lexical-decision performance above and beyond 22 other predictor variables: An analysis of 2,342 words , 2007, Quarterly journal of experimental psychology.

[65]  Andrew W. Ellis,et al.  Age of Acquisition Norms for a Large Set of Object Names and Their Relation to Adult Estimates and Other Variables , 1997 .

[66]  K. Forster,et al.  Lexical Access and Naming Time. , 1973 .

[67]  Marc Brysbaert,et al.  Age of acquisition effects in picture naming: evidence for a lexical-semantic competition hypothesis , 2005, Cognition.

[68]  A Wingfield,et al.  Response Latencies in Naming Objects , 1965, The Quarterly journal of experimental psychology.

[69]  Padraic Monaghan,et al.  Modeling reading development: Cumulative, incremental learning in a computational model of word naming , 2010 .

[70]  Cristina Burani,et al.  Word naming times and psycholinguistic norms for Italian nouns , 2002, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.

[71]  A. Ellis Word Finding in the Damaged Brain: Probing Marshall's Caveat , 2006, Cortex.

[72]  Cristina Burani,et al.  What causes the effect of age of acquisition in lexical processing? , 2007, Quarterly journal of experimental psychology.

[73]  Andrew W. Ellis,et al.  The Acquisition, Retention, and Loss of Vocabulary in Aphasia, Dementia, and Other Neuropsychological Conditions , 2012 .

[74]  Matthew H. Davis,et al.  Learning and Consolidation of Novel Spoken Words , 2009, Journal of Cognitive Neuroscience.

[75]  M Brysbaert,et al.  Age-of-acquisition effects in semantic processing tasks. , 2000, Acta psychologica.

[76]  Christina P Strawbridge,et al.  Generative learning during visual search for scene changes: enhancing free recall of individuals with and without mental retardation. , 2005, American journal of mental retardation : AJMR.

[77]  A. Ellis,et al.  Age of acquisition and typicality effects in three object processing tasks , 2006 .

[78]  R. Shillcock,et al.  Proceedings of the Twenty-Sixth Annual Conference of the Cognitive Science Society , 1998 .

[79]  R. Stickgold,et al.  Memory consolidation and reconsolidation: what is the role of sleep? , 2005, Trends in Neurosciences.

[80]  Michael B. Lewis,et al.  Re-evaluating age-of-acquisition effects: are they simply cumulative-frequency effects? , 2001, Cognition.

[81]  Cristina Burani,et al.  Frequency, not age of acquisition, affects Italian word naming , 2007 .

[82]  B. Rossion,et al.  Revisiting Snodgrass and Vanderwart's Object Pictorial Set: The Role of Surface Detail in Basic-Level Object Recognition , 2004, Perception.

[83]  Stephan Lewandowsky,et al.  Relating Theory and Data : Essays on Human Memory in Honor of Bennet B. Murdock , 1991 .

[84]  R. Stickgold,et al.  Dissociable stages of human memory consolidation and reconsolidation , 2003, Nature.

[85]  S. Hains,et al.  Individual differences in word recognition latency , 1979 .

[86]  David H. Jonassen,et al.  Handbook of Research on Educational Communications and Technology : A Project of the Association for Educational Communications and Technology , 1996 .

[87]  Tim Valentine,et al.  The Effects Of Age Of Acquisition In Processing Famous Faces And Names: Exploring The Locus And Proposing A Mechanism. , 2020 .

[88]  Barbara J. Juhasz,et al.  Age-of-acquisition effects in word and picture identification. , 2005, Psychological bulletin.

[89]  Identity, gender, and the role of age of acquisition in face processing , 2009 .

[90]  Cristina Izura,et al.  Age of acquisition effects in word recognition and production in first and second languages , 2002 .

[91]  Robert A. Johnston,et al.  The effects of age of acquisition on an object classification task , 2006 .

[92]  Matthew H. Davis,et al.  A complementary systems account of word learning: neural and behavioural evidence , 2009, Philosophical Transactions of the Royal Society B: Biological Sciences.

[93]  A. Ellis,et al.  Age of acquisition and the recognition of brand names: On the importance of being early , 2010 .

[94]  M. Gaskell,et al.  Learning New Words: Effects of Lexical Competition and Age of Acquisition , 2006 .

[95]  F Cuetos,et al.  Naming times for the Snodgrass and Vanderwart pictures in Spanish , 1999, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.

[96]  Gordon D. A. Brown,et al.  First in, first out: Word learning age and spoken word frequency as predictors of word familiarity and word naming latency , 1987, Memory & cognition.

[97]  Kenneth I Forster,et al.  DMDX: A Windows display program with millisecond accuracy , 2003, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.

[98]  Robert H. Logie,et al.  Word age-of-acquisition and lexical decision making ☆ , 1982 .

[99]  Susan Dunlap,et al.  Age of acquisition effects in reading Chinese: evidence in favour of the arbitrary mapping hypothesis. , 2007, British Journal of Psychology.

[100]  S. Stoness,et al.  Proceedings of the 21st Annual Meeting of the Cognitive Science Society , 1999 .

[101]  Lorella Lotto,et al.  Naming times and standardized norms for the italian PD/DPSS set of 266 pictures: Direct comparisons with American, English, French, and Spanish published databases , 2000, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.

[102]  Catriona M. Morrison,et al.  Real age of acquisition effects in word naming and lexical decision. , 2000, British journal of psychology.

[103]  Harold Pashler,et al.  Optimizing distributed practice: theoretical analysis and practical implications. , 2009, Experimental psychology.

[104]  G. Hitch,et al.  Separate effects of word frequency and age of acquisition in recognition and recall. , 1998 .

[105]  Mark S. Seidenberg,et al.  Computing the meanings of words in reading: cooperative division of labor between visual and phonological processes. , 2004, Psychological review.

[106]  Ping Li,et al.  Does frequency count? Parental input and the acquisition of vocabulary , 2008, Journal of Child Language.

[107]  Andrew W. Ellis,et al.  Age of acquisition and the completeness of phonological representations , 2002 .

[108]  Tim Valentine,et al.  The effects of age of acquisition on object perception , 2004 .

[109]  Christopher Barry,et al.  Naming the Snodgrass and Vanderwart Pictures: Effects of Age of Acquisition, Frequency, and Name Agreement , 1997 .

[110]  Andrew W. Ellis,et al.  ROLES OF WORD FREQUENCY AND AGE OF ACQUISITION IN WORD NAMING AND LEXICAL DECISION , 1995 .

[111]  Miguel A. Perez,et al.  Objective-AoA norms for 175 names in Spanish: relationships with other psycholinguistic variables, estimated AoA, and data from other languages , 2005 .

[112]  The Importance of Age of Word Acquisition for Imageability in Word Processing , 1988 .

[113]  A. Ellis,et al.  Mechanisms of Identity and Gender Decisions to Faces: Who Rocked in 1986? , 2008, Perception.

[114]  Christopher H. Ramey,et al.  Support for hybrid models of the age of acquisition of English nouns , 2007, Psychonomic bulletin & review.

[115]  Mark S. Seidenberg,et al.  Semantic effects in single-word naming. , 1995, Journal of experimental psychology. Learning, memory, and cognition.

[116]  Mark S. Seidenberg,et al.  Age-of-acquisition effects in reading aloud: Tests of cumulative frequency and frequency trajectory , 2004, Memory & cognition.

[117]  Cristina Burani,et al.  Word reading and picture naming in Italian , 2001, Memory & cognition.

[118]  Marta Ferrer García,et al.  Esquizotipia en familiares de pacientes con esquizofrenia , 2006 .

[119]  R. Johnston,et al.  Age of acquisition affects object recognition: evidence from visual duration thresholds. , 2007, Acta psychologica.