Unraveling Vocabulary Learning: Reader and Item-Level Predictors of Vocabulary Learning Within Comprehension Instruction for Fifth and Sixth Graders

ABSTRACT This study explores reader, word, and learning activity characteristics related to vocabulary learning for 202 fifth and sixth graders (N = 118 and 84, respectively) learning 16 words. Three measures of word knowledge were used: multiple-choice definition knowledge, self-report of meaning knowledge, and production of morphologically related words. Results indicate that significant vocabulary learning occurred on each measure and that certain words were easier to learn for certain types of readers. Controlling for other predictors in the model, reader characteristics like morphological awareness, reading comprehension, and language background were significant predictors of vocabulary learning, but not word reading fluency. Also, word characteristics like morphological family size and opaqueness were significant predictors of word difficulty but not number of morphemes or frequency of the word or root-word or affix. Controlling for other predictors in the model, morphological learning activities supported vocabulary learning for all 3 aspects of word knowledge. Implications for theory and instruction are discussed.

[1]  Amanda P. Goodwin,et al.  Morphological Contributions to Adolescent Word Reading: An Item Response Approach , 2013 .

[2]  Michael J. Kieffer,et al.  Exploring Sources of Reading Comprehension Difficulties Among Language Minority Learners and Their Classmates in Early Adolescence , 2010 .

[3]  William E. Nagy,et al.  Learning Word Meanings From Context During Normal Reading , 1987 .

[4]  Anne Goudvis,et al.  Strategies That Work: Teaching Comprehension for Understanding and Engagement , 2007 .

[5]  Ways to WIN at Vocabulary Learning , 2016 .

[6]  C. Perfetti,et al.  The lexical quality hypothesis , 2002 .

[7]  P. David Pearson,et al.  A Vocabulary assessment: What we know and what we need to learn , 2008 .

[8]  Richard C. Anderson,et al.  Morphological Awareness and Learning to Read: A Cross-Language Perspective , 2006 .

[9]  J. M. Anglin Vocabulary Development: A Morphological Analysis , 1994 .

[10]  Amanda P. Goodwin Effectiveness of word solving: Integrating morphological problem-solving within comprehension instruction for middle school students , 2016 .

[11]  Isaac I. Bejar,et al.  Biased assessment of program impact due to psychometric artifacts. , 1980 .

[12]  William E. Nagy,et al.  Words as Tools: Learning Academic Vocabulary as Language Acquisition , 2012 .

[13]  Victoria J. Risko,et al.  Using Translation to Drive Conceptual Development for Students Becoming Literate in English as an Additional Language , 2015, Research in the Teaching of English.

[14]  Putting Two and Two Together: Middle School Students' Morphological Problem-Solving Strategies for Unknown Words. , 2013 .

[15]  Michael F. Graves,et al.  The Place of Word Consciousness in a Research-Based Vocabulary Program , 2002 .

[16]  Amanda P. Goodwin,et al.  Word Detectives: Morphological Instruction That Supports Academic Language. , 2015 .

[17]  Amanda P. Goodwin,et al.  Explanatory Multidimensional Multilevel Random Item Response Model: An Application to Simultaneous Investigation of Word and Person Contributions to Multidimensional Lexical Representations , 2013, Psychometrika.

[18]  Richard C. Anderson,et al.  How Many Words are There in Printed School English , 1984 .

[19]  Amanda P. Goodwin,et al.  A Meta-Analysis of Morphological Interventions in English: Effects on Literacy Outcomes for School-Age Children , 2013 .

[20]  Sun-Joo Cho,et al.  Modeling Learning in Doubly Multilevel Binary Longitudinal Data Using Generalized Linear Mixed Models: An Application to Measuring and Explaining Word Learning , 2017, Psychometrika.

[21]  L. Feldman Modeling Morphological Processing , 2013 .

[22]  P. Boeck,et al.  Additive Multilevel Item Structure Models with Random Residuals: Item Modeling for Explanation and Item Generation , 2014, Psychometrika.

[23]  John O. Willis,et al.  Test of Silent Word Reading Fluency , 2014 .

[24]  Jean-Paul Fox,et al.  Bayesian Item Response Modeling , 2010 .

[25]  Cornelis A.W. Glas,et al.  A Bayesian Approach to Person Fit Analysis in Item Response Theory Models , 2003 .

[26]  Spelling development: Fine-tuning strategy-use and capitalising on the connections between words , 2010 .

[27]  D. Mahony Using sensitivity to word structure to explain variance in high school and college level reading ability , 1994 .

[28]  Michael J. Kieffer,et al.  Effects of Academic Vocabulary Instruction for Linguistically Diverse Adolescents , 2014 .

[29]  Michael F. Graves,et al.  Words, Words Everywhere, But Which Ones Do We Teach? , 2014 .

[30]  R. Sternberg Most vocabulary is learned from context. , 1987 .

[31]  C. Snow,et al.  Academic Language and the Challenge of Reading for Learning About Science , 2010, Science.

[32]  E. B. Huey The Psychology And Pedagogy Of Reading , 1908 .

[33]  L. Markson,et al.  Evidence against a dedicated system for word learning in children , 1997, Nature.

[34]  Michael J. Kieffer,et al.  Knowledge of words, knowledge about words: Dimensions of vocabulary in first and second language learners in sixth grade , 2012 .

[35]  Adam W. Meade,et al.  Establishing Measurement Equivalence and Invariance in Longitudinal Data With Item Response Theory , 2005 .

[36]  Virginia A. Mann,et al.  The relation between reading ability and morphological skills: Evidence from derivational suffixes , 2000 .

[37]  K. Stanovich Matthew Effects in Reading: Some Consequences of Individual Differences in the Acquisition of Literacy , 2009 .

[38]  Amanda P. Goodwin,et al.  Morphological Knowledge and Literacy Acquisition , 2014, Journal of learning disabilities.

[39]  William E. Nagy,et al.  Vocabulary Processes , 2013 .

[40]  Maureen McLaughlin,et al.  The Common Core: Teaching K-5 Students to Meet the Reading Standards , 2012 .

[41]  D. Gorfein On the consequences of meaning selection: Perspectives on resolving lexical ambiguity. , 2001 .

[42]  Amanda P. Goodwin,et al.  A meta-analysis of morphological interventions: effects on literacy achievement of children with literacy difficulties , 2010, Annals of dyslexia.

[43]  John O. Willis,et al.  Test of Word Reading Efficiency , 2014 .

[44]  Michael F. Graves,et al.  What Is Academic Vocabulary , 2010 .

[45]  L. Fuchs,et al.  Identifying a Measure for Monitoring Student Reading Progress. , 1992 .

[46]  Joanne F. Carlisle,et al.  Effects of Instruction in Morphological Awareness on Literacy Achievement: An Integrative Review , 2010 .

[47]  John R. Kirby,et al.  The Effects of Morphological Instruction on Literacy Skills , 2010 .

[48]  Catherine E. Snow,et al.  Large problem spaces: The challenge of vocabulary for English language learners. , 2007 .

[49]  J. Carlisle,et al.  Effects of word and morpheme familiarity on reading of derived words , 2006 .

[50]  Sandip Sinharay,et al.  Assessing Fit of Unidimensional Item Response Theory Models Using a Bayesian Approach. , 2005 .

[51]  Irene C. Fountas,et al.  Guiding Readers and Writers (Grades 3-6): Teaching, Comprehension, Genre, and Content Literacy , 1994 .

[52]  Katherine A. Rawson,et al.  From the Laboratory to the Classroom , 2018, Handbook of Research Methods in Human Memory.

[53]  Amanda P. Goodwin,et al.  Probing Lexical Representations: Simultaneous Modeling of Word and Reader Contributions to Multidimensional Lexical Representations. , 2014 .

[54]  S. Vaughn,et al.  Interventions for Adolescent Struggling Readers: A Meta-Analysis with Implications for Practice. , 2007 .

[55]  Edward W. Wlotko,et al.  Word learning and individual differences in word learning reflected in event-related potentials. , 2005, Journal of experimental psychology. Learning, memory, and cognition.

[56]  Richard K. Wagner,et al.  Vocabulary Acquisition: Implications for Reading Comprehension. , 2006 .

[57]  Michael F. Green,et al.  Bifactor and item response theory analyses of interviewer report scales of cognitive impairment in schizophrenia. , 2011, Psychological assessment.

[58]  Charles A. Perfetti,et al.  Effects of Long-Term Vocabulary Instruction on Lexical Access and Reading Comprehension. , 1982 .

[59]  J. Chall,et al.  Teaching vocabulary: Early, direct, and sequential , 2011 .

[60]  William E. Nagy,et al.  Toward a Theory of Word Selection , 2010 .

[61]  C. Stone,et al.  Exploring the Role of Morphemes in Word Reading. , 2005 .

[62]  Susan Carey,et al.  Acquiring a Single New Word , 1978 .

[63]  Robert T. Jiménez,et al.  Developing Literacy in Second-Language Learners , 2009 .

[64]  R. Mccall,et al.  The Genetic and Environmental Origins of Learning Abilities and Disabilities in the Early School , 2007, Monographs of the Society for Research in Child Development.

[65]  A. Williams,et al.  Test of Silent Word Reading Fluency , 2005 .

[66]  William E. Nagy,et al.  Spanish-English Bilingual Students' Use of Cognates in English Reading , 1993 .

[67]  Charles A. Perfetti,et al.  Reading Ability: Lexical Quality to Comprehension , 2007 .

[68]  Andrea Tyler,et al.  Use of derivational morphology during reading , 1990, Cognition.

[69]  Charles A. Perfetti,et al.  The lexical basis of comprehension skill. , 2001 .

[70]  Katharine Pace Miles,et al.  The Mnemonic Value of Orthography for Vocabulary Learning in Language Minority Students , 2008 .

[71]  William E. Nagy,et al.  The acquisition of English derivational morphology , 1989 .

[72]  Victor Leathers On Teaching Vocabulary , 1947 .