An Online Calculator to Compute Phonotactic Probability and Neighborhood Density Based on Child Corpora of Spoken American English

An on-line calculator was developed (http://www.bncdnet.ku.edu/cml/info_ccc.vi) to compute phonotactic probability, the likelihood of occurrence of a sound sequence, and neighborhood density, the number of phonologically similar words, based on child corpora of American English (Kolson, 1960; Moe, Hopkins, & Rush, 1982) and compared to an adult calculator. Phonotactic probability and neighborhood density were computed for a set of 380 nouns (Fenson et al., 1993) using both the child and adult corpora. Child and adult raw values were significantly correlated. However, significant differences were detected. Specifically, child phonotactic probability was higher than adult phonotactic probability, especially for high probability words; and child neighborhood density was lower than adult neighborhood density, especially for high density words. These differences were reduced or eliminated when relative measures (i.e., z scores) were used. Suggestions are offered regarding which values to use in future research.

[1]  H. Kucera,et al.  Computational analysis of present-day American English , 1967 .

[2]  R. Rush,et al.  The vocabulary of first-grade children , 1982 .

[3]  H. Nusbaum Sizing up the Hoosier Mental Lexicon: Measuring the Familiarity of 20,000 Words, Research on Speech Perception , 1984 .

[4]  P. Luce,et al.  Similarity neighbourhoods of words in young children's lexicons , 1990, Journal of Child Language.

[5]  C. Dollaghan,et al.  Children's phonological neighbourhoods: half empty or half full? , 1994, Journal of Child Language.

[6]  P. Luce,et al.  An examination of similarity neighbourhoods in young children's receptive vocabularies , 1995, Journal of Child Language.

[7]  Jamie L. Metsala,et al.  An examination of word frequency and neighborhood density in the development of spoken-word recognition , 1997, Memory & cognition.

[8]  C. Frankish,et al.  Phonotactic influences on short-term memory. , 1999, Journal of experimental psychology. Learning, memory, and cognition.

[9]  H. Storkel,et al.  Learning new words: phonotactic probability in language development. , 2001, Journal of speech, language, and hearing research : JSLHR.

[10]  J. Metsala,et al.  Age-of-Acquisition, Word Frequency, and Neighborhood Density Effects on Spoken Word Recognition by Children and Adults , 2001 .

[11]  Richard N Aslin,et al.  Phonological neighbourhoods in the developing lexicon. , 2003, Journal of child language.

[12]  Holly L Storkel,et al.  Learning new words II: Phonotactic probability in verb learning. , 2003, Journal of speech, language, and hearing research : JSLHR.

[13]  M. Beckman,et al.  The interaction between vocabulary size and phonotactic probability effects on children's production accuracy and fluency in nonword repetition. , 2004, Journal of speech, language, and hearing research : JSLHR.

[14]  Holly L. Storkel,et al.  Do children acquire dense neighborhoods? An investigation of similarity neighborhoods in lexical acquisition , 2004, Applied Psycholinguistics.

[15]  Michael S Vitevitch,et al.  A Web-based interface to calculate phonotactic probability for words and nonwords in English , 2004, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.

[16]  Holly L Storkel,et al.  Methods for minimizing the confounding effects of word length in the analysis of phonotactic probability and neighborhood density. , 2004, Journal of speech, language, and hearing research : JSLHR.

[17]  Michael Hammond,et al.  Phonotactic probabilities in young children's speech production , 2004, Journal of Child Language.

[18]  Holly L Storkel,et al.  A comparison of homonym and novel word learning: the role of phonotactic probability and word frequency , 2005, Journal of Child Language.

[19]  C. Davis N-Watch: A program for deriving neighborhood size and other psycholinguistic statistics , 2005, Behavior research methods.

[20]  Ulla Richardson,et al.  Phonological similarity neighborhoods and children’s short-term memory: Typical development and dyslexia , 2005, Memory & cognition.

[21]  B. Munson,et al.  Lexical and phonological organization in children: evidence from repetition tasks. , 2005, Journal of speech, language, and hearing research : JSLHR.

[22]  Rochelle S Newman,et al.  Life Span Effects of Lexical Factors on Oral Naming , 2005, Language and speech.

[23]  H. Storkel,et al.  Differentiating phonotactic probability and neighborhood density in adult word learning. , 2006, Journal of speech, language, and hearing research : JSLHR.

[24]  E. Plante,et al.  Factors that influence lexical and semantic fast mapping of young children with specific language impairment. , 2006, Journal of speech, language, and hearing research : JSLHR.

[25]  R. Aslin,et al.  Lexical competition in young children’s word learning , 2007, Cognitive Psychology.

[26]  Rebecca Treiman,et al.  The English Lexicon Project , 2007, Behavior research methods.

[27]  Julia L. Evans,et al.  Lexical representations in children with SLI: evidence from a frequency-manipulated gating task. , 2008, Journal of speech, language, and hearing research : JSLHR.

[28]  Holly L Storkel,et al.  Developmental differences in the effects of phonological, lexical and semantic variables on word learning by infants* , 2008, Journal of Child Language.