An Empirical Investigation of the Association between Musical Aptitude and Foreign Language Aptitude Lorraine Frances Gilleece Thesis submitted for the Degree of Doctor of Philosophy Centre for Language and Communication Studies University of Dublin Trinity College 2006 The man that hath no music in himself, Nor is not moved with concord of sweet sounds, Is fit for treasons, stratagems and spoils; The motions of his spirit are dull as night And his affections dark as Erebus: Let no such man be trusted. Mark the music. William Shakespeare (1564 – 1616) Declaration I hereby declare that this thesis, submitted in candidature for the degree of Doctor of Philosophy at Trinity College Dublin, is entirely my own work and has not been previously submitted for a degree at this or any other university. I agree that the Library may lend or copy the thesis upon request. ____________________________________ Lorraine Gilleece, 30th September 2005 i Abstract Given the joint ubiquity of music and language, and pre-theoretic similarities between the two, it is relevant to consider the relationship between musical ability and linguistic ability, specifically in relation to second language acquisition. The specific question of musical aptitude and its relationship to foreign language aptitude is the central focus of this thesis. In Chapter 2, the dissertation reviews classical and recent research on individual differences, in particular those individual differences which are known to have a major impact on the second language learning process. This review reveals a complex relationship between language aptitude, intelligence and working memory. Chapter 3 examines the relationship between music and other cognitive abilities, focussing primarily on the relationship between music and language ability. This suggests that further analysis of the music-language relationship is indeed justified. From the analysis of past research reported in Chapters 2 and 3, open questions emerge about two important issues: the extent to which music and language aptitude are related, and the extent to which that relationship is mediated by general intelligence. Empirical investigations are carried out to investigate these issues quantitatively and qualitatively. Phase I of the study examines receptive aptitude in music and language. A sample of 149 subjects completes the Bentley Measures of Musical Aptitude and a language aptitude test based on the Modern Language Aptitude Test, in addition to the Raven Progressive Matrices Test. Phase II of the study examines productive aptitude in music and language. Forty one of the original subjects imitate foreign language words and sentences and short rhythm patterns. Results of both experiments reveal a significant relationship between music and language aptitude, independent of general intelligence. Correlations may be considered small to moderate. ii Acknowledgments I would like to thank my supervisor Professor David Singleton for all his encouragement and kind words throughout my postgraduate studies. I would also like to express my deep gratitude to Dr. Carl Vogel for his assistance throughout my time in Trinity, particularly for taking the time to offer advice and suggestions on this thesis. I am very grateful to Marie Moran in the Royal Irish Academy of Music for her assistance, especially for so willingly spending a weekend correcting all the productive music tests. I cannot over emphasise how much this is appreciated. Dr. Cathal Walsh in the Department of Statistics was also very generous with his time and I deeply appreciate the prompt replies to my numerous emails. A very big thank you must go to all the pupils and staff of the schools where I carried out my field work, particularly to the following teachers and principals: Mr. Johnson, St. Benildus College, Stillorgan; Ms. Eileen O’Donnell, St. Raphaela’s Secondary School, Stillorgan; Mr. John Gildea, St. Bricin’s Vocational School, Belturbet; Mr. Ken Duggan, CBS Westland Row; Mr. Sean Casey, Dundrum College and Mr. Brendan Doyle, St. Conleth’s College, Ballsbridge. I would also like to thank the language schools who recruited native speakers of various foreign languages for me – Alpha College, North Great George’s St.; Mr. Noel Gardner, Centre for English Studies, Dame St. and Mr. Ciaran McCarthy, EF International Language School, Fitzwilliam Square. Thank you very much to the native speakers of Chinese, Czech, Korean and Spanish who helped me prepare and correct the language aptitude tests. Thanks to Benji for help with Chinese, also to Nam, Ko and Namhee, and Namsook in the Korean Embassy, for help with Korean, Lucie, and also Petra in the Czech Embassy, for help with Czech, and finally, Susana, Nuria and Alma for help with Spanish. I also appreciate the helpful comments of Jeong-Young Kim, University of Helsinki, on the Korean stimuli used in Phase II. Thanks to Martha Dalton for teaching me how to use the Praat software and for answering any phonetics questions. Thank you also to Dr. Ann Devitt and Brian iii Murphy in the Computational Linguistics Group for help with Perl and general computer queries! I also appreciate the help of Denise O’Leary in reading earlier drafts of this thesis. Thanks to Drs. Colm O’Reilly and Sheila Gilheany in the Centre for Talented Youth, DCU for providing me with the Raven Progressive Matrices Test booklets. This research was made possible through various sources of funding. I am very grateful for the financial support of Trinity College, from whom I have received the following funding: Foundation Scholarship, Trinity College Postgraduate Award, Trinity Trust Travel Grant. I also appreciate being awarded the Dr. A. J. Leventhal Scholarship. Finally, I would like to acknowledge receipt of a postgraduate scholarship from the Irish Research Council for the Humanities and Social Sciences. Finally and most especially, I must thank my family. Thank you very much to mum and dad for everything over the years – from finding digs in first year, to advice on buying a lap-top, from frozen dinners to advice on teaching, I am very grateful for everything. Thank you Richard for all your help – posters in Powerpoint, statistics, neuroanatomy, …., but more than anything, for chocolate and ice-cream at times when the relationship between music and language seemed particularly elusive! iv Table of Contents Declaration.....................................................................................................................i Abstract..........................................................................................................................ii Acknowledgments.........................................................................................................iii Table of Contents...........................................................................................................v List of Figures................................................................................................................x List of Tables................................................................................................................xii List of Equations.........................................................................................................xiii Chapter 1 Introduction................................................................................................1 Chapter 2 Individual Differences.............................................................................19 2.1 Introduction............................................................................................................19 2.2 Individual Differences in Psychological Research................................................20 2.3 Individual Differences in First Language Acquisition...........................................26 2.4 Differences between Second Language Learners..................................................28 2.5 General Aptitude....................................................................................................33 2.5.1 Stability of Aptitude........................................................................................33 2.5.2 Components of Aptitude.................................................................................34 2.5.3 Other Approaches to Aptitude........................................................................38 2.5.4 Aptitude and Age............................................................................................40 2.5.5 Language Aptitude Tests................................................................................41 2.5.6 Relationship between Language Aptitude and Other Cognitive Skills..........43 2.5.7 Importance of Aptitude in Different Contexts................................................45 2.5.8 Conclusion......................................................................................................46 2.6 Intelligence.............................................................................................................48 2.6.1 Introduction.....................................................................................................48 2.6.2 Early Measurements of Intelligence...............................................................53 2.6.3 Current Views on Intelligence........................................................................57 2.6.4 Conclusion......................................................................................................60 2.7 Working Memory...................................................................................................61 2.7.1 Introduction.....................................................................................................62 2.7.2 Phonological Loop and Language Acquisition...............................................65 2.7.2.1 Capacity of Phonological Loop...............................................................66 2.7.2.2 Phonological Store or Rehearsal System.................................................68 2.7.3 Working Memory & Intelligence....................................................................71 2.7.4 Other Working Memory Components............................................................75 2.7.5 Summary of Discussion of Working Memory................................................79 2.8 Conclusion.............................................................................................................80 Chapter 3 Music, Language and the Brain.............................................................82 3.1 Introduction............................................................................................................82 3.2 Music and Spatial Reasoning.................................................................................83 3.2.1 Explaining the “Mozart Effect”......................................................................84 3.2.2 Replication of the “Mozart Effect” Experiments............................................86 3.2.3 Extension of Findings.....................................................................................88 3.2.4 Conclusion......................................................................................................90 3.3 Music and Linguistic Intelligence..........................................................................90 3.3.1 Music and First Language Acquisition...........................................................92 3.3.2 Music and Second Language Acquisition.......................................................94 3.3.3 Other Recent Research..................................................................................103 v 3.4 The Brain, Music and Cognition..........................................................................109 3.4.1 Introduction...................................................................................................109 3.4.2 Anatomical Differences Arising From Musical Training.............................111 3.4.4 Music and Language in the Brain.................................................................112 3.5 Conclusion...........................................................................................................118 Chapter 4 Methodology...........................................................................................120 4.1 Introduction..........................................................................................................120 4.2 Phase I - Receptive Skills....................................................................................121 4.2.1 Introduction...................................................................................................121 4.2.2 Design of Test Battery..................................................................................122 4.2.2.1 Music......................................................................................................122 4.2.2.2 Language................................................................................................124 4.2.2.3 Non-verbal Intelligence (gF)..................................................................127 4.2.3 Scoring of Tests............................................................................................128 4.2.4 Subjects.........................................................................................................128 4.2.5 Administration of Tests.................................................................................130 4.2.6 Analysis.........................................................................................................131 4.3. Phase II - Productive Skills.................................................................................132 4.3.1 Introduction...................................................................................................132 4.3.2 Design of Test Battery..................................................................................135 4.3.2.1 Music......................................................................................................135 4.3.2.2 Language................................................................................................136 4.3.3 Scoring of Tests............................................................................................139 4.3.3.1 Music......................................................................................................139 4.3.3.2 Language................................................................................................141 4.3.4 Subjects.........................................................................................................145 4.3.5 Administration of Tests.................................................................................146 4.3.6 Analysis.........................................................................................................146 4.4 Phase III –Receptive & Productive......................................................................147 4.5 Reliability.............................................................................................................147 4.5.1 Inter Rater Reliability...................................................................................148 4.5.1.1 Korean....................................................................................................148 4.5.1.2 Spanish...................................................................................................150 4.5.1.3 Kappa Statistic.......................................................................................152 4.5.1.4 Conclusion.............................................................................................153 4.5.2 Intra Rater Reliability...................................................................................153 4.5.2.1 Korean....................................................................................................153 4.5.2.2 Spanish...................................................................................................155 4.5.2.3 Kappa Statistic.......................................................................................156 4.5.2.4 Conclusion.............................................................................................158 4.5.3 Reliability of Scale Analysis.........................................................................158 4.5.3.1 Korean....................................................................................................159 4.5.3.2 Spanish...................................................................................................159 4.5.3.3 Music (Prod)..........................................................................................159 4.5.3.4 Summary................................................................................................159 4.6 Conclusion...........................................................................................................159 Chapter 5 Results and Discussion..........................................................................161 5.1 Introduction..........................................................................................................161 5.2 Phase I – Examination of Receptive Skills in Music and Language...................161 5.2.1 Distribution of scores....................................................................................161 vi 5.2.2 Correlations...................................................................................................166 5.2.2.1 Correlations between components of tests.............................................168 5.2.2.2 Correlations between tests.....................................................................171 5.2.3 Subjects divided by Raven scores.................................................................179 5.2.3.1 Correlations within high and low Raven groups....................................186 5.2.3.2 Summary and conclusion of Raven groups...........................................187 5.2.4 Subjects divided by gender...........................................................................188 5.2.5 Partial Correlation.........................................................................................191 5.2.6 Regression.....................................................................................................192 5.2.6.1 Introduction............................................................................................192 5.2.6.2 Multiple Regression...............................................................................195 5.3 Phase II – Examination of Productive Skills.......................................................200 5.3.1 Subjects.........................................................................................................201 5.3.2 Distribution of scores....................................................................................201 5.3.3 Correlations...................................................................................................203 5.3.3.1 Correlations between components of Language test.............................204 5.3.3.2 Correlations between tests.....................................................................204 5.3.4 Subjects divided by Raven scores.................................................................208 5.3.4.1 Correlations within high and low Raven groups....................................211 5.3.4.2 Summary of Low/High Raven split for Phase II...................................213 5.3.5 Subjects divided by gender...........................................................................214 5.3.6 Partial Correlations.......................................................................................215 5.3.7 Regression.....................................................................................................215 5.3.8 Comparison of PVI measures with Native Speaker scores...........................217 5.3.8.1 Why the differences?.............................................................................219 5.3.8.2 Why values are not near English or Spanish values?............................221 5.3.8.3 Comparison with Native Speaker Scores for Rhythm...........................221 5.3.8.4 PVI scores vs. ns scores.........................................................................223 5.3.9 Conclusion....................................................................................................224 5.4 Phase III: Links between Receptive and Productive Skills................................224 5.4.1 Correlations...................................................................................................225 5.4.1.1 Correlations Between Tests...................................................................225 5.4.2 Subjects divided by Raven scores.................................................................228 5.4.2.1 Correlations within high and low Raven groups....................................228 5.5 Multiple Testing...................................................................................................229 5.6 Korean and Spanish as tests of Language Aptitude.............................................230 5.7 Conclusion...........................................................................................................235 Chapter 6 Conclusion..............................................................................................236 6.1 Introduction..........................................................................................................236 6.2 Summary of research...........................................................................................236 6.3 New approaches and findings..............................................................................237 6.4 Relationship to existing literature........................................................................240 6.5 Limitations of this study......................................................................................241 6.6 Suggestions for future work.................................................................................241 6.7 Summary..............................................................................................................243 Bibliography.............................................................................................................244 Appendix 1................................................................................................................275 Correlations............................................................................................................275 Pearson Correlations..........................................................................................275 Spearman’s Rho.................................................................................................276 vii Groups divided by Raven scores............................................................................277 Groups divided by gender......................................................................................278 Regression..............................................................................................................280 Outliers omitted.................................................................................................280 Gender as predictor............................................................................................282 Stepwise regression............................................................................................283 Appendix 2................................................................................................................285 Normal Q-Q Plots..................................................................................................285 Correlations............................................................................................................288 Pearson Correlations..........................................................................................288 Spearman’s Rho.................................................................................................290 Group divided by Raven scores.............................................................................292 Regression..............................................................................................................293 Outliers omitted.................................................................................................294 Stepwise regression............................................................................................295 Appendix 3................................................................................................................297 Correlations............................................................................................................297 Pearson Correlations..........................................................................................297 Spearman’s Rho.................................................................................................298 Group divided by Raven scores.............................................................................299 Appendix 4................................................................................................................300 Bentley Measures of Musical Aptitude..................................................................300 Test items...........................................................................................................300 Answer sheet......................................................................................................304 Transcript of Instructions...................................................................................305 Receptive Language Aptitude Test........................................................................308 Test items...........................................................................................................308 Answer sheet......................................................................................................314 Transcript of Instructions...................................................................................318 Appendix 5................................................................................................................320 Music productive test.............................................................................................320 Spanish sentences...................................................................................................322 Korean Words........................................................................................................322 Appendix 6................................................................................................................324 Korean rater instructions........................................................................................324 Spanish rater instructions.......................................................................................325 Appendix 7................................................................................................................326 Calculation of Kappa statistic for Korean raters....................................................326 Korean rater 1........................................................................................................326 Algorithm...........................................................................................................326 Items examined..................................................................................................329 Output of algorithm............................................................................................329 Korean rater 2........................................................................................................330 Algorithm...........................................................................................................330 Items examined..................................................................................................334 Output................................................................................................................335 Spanish rater 1........................................................................................................335 Items examined..................................................................................................335 Output................................................................................................................336 Spanish rater 2........................................................................................................337 viii
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