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Long-term relationships among early first language skills, second language aptitude, second language affect, and later second language proficiency

Published online by Cambridge University Press:  01 October 2009

RICHARD L. SPARKS ,
JON PATTON ,
LEONORE GANSCHOW  and
NANCY HUMBACH
RICHARD L. SPARKS*
Affiliation:
College of Mount St. Joseph
JON PATTON
Affiliation:
Miami University
LEONORE GANSCHOW
Affiliation:
Miami University
NANCY HUMBACH
Affiliation:
Miami University
*
ADDRESS FOR CORRESPONDENCE Richard L. Sparks, Department of Education, College of Mount St. Joseph, Cincinnati, OH 45233. E-mail: [email protected]
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Abstract

Fifty-four students were followed over 10 years beginning in first grade to determine best predictors of oral and written second language (L2) proficiency. Predictor variables included measures of first language (L1) skill administered in first through fifth grades, L1 academic aptitude, L2 aptitude (Modern Language Aptitude Test), and L2 affect (motivation, anxiety). All participants completed 2 years of L2 study in high school. Findings revealed strong correlations between early L1 skills and later L2 proficiency, but the Modern Language Aptitude Test was the best predictor of overall L2 proficiency and most L2 proficiency subtests. However, L1 word decoding was the best predictor of L2 word decoding skills. Early L1 skills, L2 motivation, or L2 anxiety added a small amount of variance to the prediction models. Findings suggested that language-related variables are the most robust predictors of L2 proficiency. Results are discussed in the context of long-term cross linguistic transfer of early L1 skills to later L2 aptitude and L2 proficiency.

Type
Articles
Information
Applied Psycholinguistics , Volume 30 , Issue 4 , October 2009 , pp. 725 - 755
Copyright
Copyright © Cambridge University Press 2009

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References

REFERENCES

Aaron, P. G. (1989). Can reading disabilities be diagnosed without using intelligence tests? Journal of Learning Disabilities, 24, 178–191.CrossRefGoogle Scholar
Abu-Rabia, S. (2001). Testing the interdependence hypothesis among native adult bilingual Russian–English students. Journal of Psycholinguistic Research, 30, 437–455.CrossRefGoogle ScholarPubMed
American Council on the Teaching of Foreign Languages. (1986). ACTFL Proficiency Guidelines. Yonkers, NY: Author.Google Scholar
American Council on the Teaching of Foreign Languages. (ACTFL). (1989). ACTFL Proficiency Guidelines. Hastings-on-Hudson, NY: Author.Google Scholar
Bailey, P., Onwuegbuzie, A., & Daley, C. (2000). Correlates of anxiety at three stages of the foreign language learning process. Journal of Language and Social Psychology, 19, 474–490.CrossRefGoogle Scholar
Bus, A., Ijzendoorn, M., & Pelligrini, A. (1995). Joint book reading makes for success in learning to read: A meta-analysis in intergenerational transmission of literacy. Review of Educational Research, 65, 1–21CrossRefGoogle Scholar
Carroll, J. (1962). The prediction of success in intensive foreign language training. In Glaser, R. (Ed.), Training and research in education (pp. 87–136). Pittsburgh, PA: University of Pittsburgh Press.Google Scholar
Carroll, J. (1963). A model of school learning. Teachers’ College Record, 64, 723–733.Google Scholar
Carroll, J. (1973). Implications of aptitude test research and psycholinguistic theory for foreign language learning. International Journal of Psycholinguistics, 2, 5–14.Google Scholar
Carroll, J. (1990). Cognitive abilities in foreign language aptitude: Then and now. In Parry, T. & Stansfield, C. (Eds.), Language aptitude reconsidered (pp. 1–29). Englewood Cliffs, NJ: Prentice–Hall.Google Scholar
Carroll, J., & Sapon, S. (2000). Modern Language Aptitude Test (MLAT): Manual. Rockville, MD: Second Language Testing. (Original work published 1959)Google Scholar
Chen, T., & Chang, G. (2004). The relationship between foreign language anxiety and learning difficulties. Foreign Language Annals, 37, 279–289.CrossRefGoogle Scholar
Cisero, C., & Royer, J. (1995). The development of cross-language transfer of phonological awareness. Contemporary Educational Psychology, 20, 275–303.CrossRefGoogle Scholar
Comeau, L., Cormier, P., Grandmaison, E., & Lacroix, D. (1999). A longitudinal study of phonological processing skills in children learning to read a second language. Journal of Educational Psychology, 91, 29–43.CrossRefGoogle Scholar
CTB/McGraw–Hill. (1983). Test of cognitive skills. Monterey, CA: Author.Google Scholar
Cummins, J. (1979). Linguistic interdependence and educational development of bilingual children. Review of Educational Research, 49, 222–251.CrossRefGoogle Scholar
Cummins, J. (1984). Wanted: A theoretical framework for relating language proficiency to academic achievement among bilingual students. In Rivera, C. (Ed.), Language proficiency and academic achievement (pp. 2–19). Clevedon: Multilingual Matters.Google Scholar
Dickinson, D., McCabe, A., Clark-Chiarelli, N., & Wolf, A. (2004). Cross-language transfer of phonological awareness in low-income Spanish and English bilingual preschool children. Applied Psycholinguistics, 25, 323–347.CrossRefGoogle Scholar
Dörnyei, Z. (2005). The psychology of the language learner: Individual differences in second language acquisition. Mahwah, NJ: Erlbaum.Google Scholar
Droop, M., & Verhoeven, L. (2003). Language proficiency and reading ability in first and second-language learners. Reading Research Quarterly, 38, 78–103.CrossRefGoogle Scholar
Dufva, M., & Voeten, M. (1999). Native language literacy and phonological memory as prerequisites for learning English as a foreign language. Applied Psycholinguistics, 20, 329–348.CrossRefGoogle Scholar
Dunn, L., & Dunn, L. (1981). Peabody Picture Vocabulary Test—Revised. Circle Pines, MN: American Guidance.Google Scholar
Durgunoglu, A. (2002). Cross-linguistic transfer in literacy development and implications for language learners. Annals of Dyslexia, 52, 189–204.CrossRefGoogle Scholar
Durgunoglu, A., Nagy, W., & Hancin-Bhatt, B. (1993). Cross-language transfer of phonological awareness. Journal of Educational Psychology, 85, 453–465.CrossRefGoogle Scholar
Ehrman, M. (1998). The Modern Language Aptitude Test for predicting learning success and advising students. Applied Language Learning, 93, 31–70.Google Scholar
Ehrman, M., & Oxford, R. (1995). Cognition plus: Correlates of language learning success. Modern Language Journal, 79, 67–89.CrossRefGoogle Scholar
Ganschow, L., & Sparks, R. (1996). Foreign language anxiety among high school women. Modern Language Journal, 80, 199–212.CrossRefGoogle Scholar
Ganschow, L., & Sparks, R. (2001). Learning difficulties and foreign language learning: A review of research and instruction. Language Teaching, 34, 79–98.CrossRefGoogle Scholar
Ganschow, L., Sparks, R., Anderson, R., Javorsky, J., Skinner, S., & Patton, J. (1994). Differences in anxiety and language performance among high, average, and low anxious college foreign language learners. Modern Language Journal, 78, 41–55.Google Scholar
Gardner, R. (1985a). Social psychology and second language learning: The role of attitudes and motivation. London: Arnold.Google Scholar
Gardner, R. (1985b). The Attitude/Motivation Test Battery: Technical report. London, ON, Canada: University of Western Ontario.Google Scholar
Gardner, R. (1990). Attitudes, motivation, and personality as predictors of success in foreign language learning. In Parry, T. & Stansfield, C. (Eds.), Language aptitude reconsidered (pp. 179–221). Englewood Cliffs, NJ: Prentice–Hall.Google Scholar
Gardner, R., Lalonde, R., & Moorcroft, R. (1985). The role of attitudes and motivation in second language learning: Correlational and experimental considerations. Language Learning, 35, 207–227.CrossRefGoogle Scholar
Gardner, R., & Lambert, W. (1965). Language aptitude, intelligence, and second-language achievement. Journal of Educational Psychology, 56, 191–199.CrossRefGoogle ScholarPubMed
Gardner, R., & Lambert, W. (1972). Attitudes and motivation in second language learning. Rowley, MA: Newbury House.Google Scholar
Gardner, R., & MacIntyre, P. (1992). A student's contribution to second language learning. Part I: Cognitive variables. Language Teaching, 25, 211–220.CrossRefGoogle Scholar
Gardner, R., & MacIntyre, P. (1993). A student's contribution to second language learning. Part II: Affective variables. Language Teaching, 26, 1–11.CrossRefGoogle Scholar
Gathercole, S., & Thorn, A. (1998). Phonological short-term memory and foreign language learning. In Healy, A. & Bourne, L. (Eds.), Foreign language learning: Psycholinguistic studies on training and retention (pp. 141–158). Mahwah, NJ: Erlbaum.Google Scholar
Gliksman, L., Gardner, R., & Smythe, P. (1982). The role of the integrative motive on students’ participation in the French classroom. Canadian Modern Language Review, 38, 625–647.CrossRefGoogle Scholar
Grigorenko, E., Sternberg, R., & Ehrman, M. (2000). A theory-based approach to the measurement of foreign language aptitude: The CANAL-F theory and test. Modern Language Journal, 84, 390–405.CrossRefGoogle Scholar
Hancin-Bhatt, B., & Bhatt, R. (1997). Optimal L2 syllables: Interactions of transfer and developmental effects. Studies in Second Language Acquisition, 19, 331–378.CrossRefGoogle Scholar
Holm, A., & Dodd, B. (1996). The effect of first written language on the acquisition of English literacy. Cognition, 59, 119–147.CrossRefGoogle ScholarPubMed
Hoover, E., & Gough, P. (1990). The simple view of reading. Reading and Writing: An Interdisciplinary Journal, 2, 127–160.CrossRefGoogle Scholar
Horwitz, E., Horwitz, M., & Cope, J. (1986). Foreign language classroom anxiety. Modern Language Journal, 70, 125–132.CrossRefGoogle Scholar
Hulstijn, J., & Bossers, B. (1992). Individual differences in L2 proficiency as a function of L1 proficiency. European Journal of Cognitive Psychology, 4, 341–353.CrossRefGoogle Scholar
Humes-Bartlo, M. (1989). Variation in children's ability to learn second languages. In Hyltenstam, K. & Obler, L. (Eds.), Bilingualism across the life span (pp. 41–54). Cambridge: Cambridge University Press.CrossRefGoogle Scholar
Juel, C., Griffith, P., & Gough, P. (1986). Acquisition of literacy: A longitudinal study of children in first and second grade. Journal of Educational Psychology, 78, 243–255.CrossRefGoogle Scholar
Kahn-Horwitz, J., Shimron, J., & Sparks, R. (2005). Predicting foreign language reading achievement in elementary school students. Reading and Writing: An Interdisciplinary Journal, 18, 527–558.CrossRefGoogle Scholar
Kahn-Horwitz, J., Shimron, J., & Sparks, R. (2006). Weak and strong novice readers of English as a foreign language: Effects of first language and socioeconomic status. Annals of Dyslexia, 56, 161–185.CrossRefGoogle Scholar
Katz, L., & Frost, R. (1992). Reading in different orthographies: The orthographic depth hypothesis. In Frost, R. & Katz, L. (Eds.), Orthography, phonology, morphology, and meaning (pp. 67–84). Amsterdam: Elsevier.CrossRefGoogle Scholar
Koda, K. (2005). Insights into second language reading: A cross-linguistic approach. Cambridge: Cambridge University Press.CrossRefGoogle Scholar
Larsen, S., & Hammill, D. (1986). Test of Written Spelling—2 (TWS-2). Austin, TX: PRO-ED.Google Scholar
Lindamood, L., & Lindamood, P. (1973). Lindamood Auditory Conceptualization Test. Austin, TX: PRO-ED.Google Scholar
Lindsey, K., Manis, F., & Bailey, C. (2003). Prediction of first-grade reading in Spanish-speaking English-language learners. Journal of Educational Psychology, 95, 482–494.CrossRefGoogle Scholar
MacIntyre, P. (2002). Motivation, anxiety, and emotion in second language acquisition. In P. Robinson (Ed.), Individual differences in instructed language learning (pp. 45–68). Amsterdam: John Benjamins.CrossRefGoogle Scholar
Masgoret, A., & Gardner, R. (2003). Attitudes, motivation, and second language learning: A meta-analysis of studies conducted by Gardner and associates. Language Learning, 53, 123–163.CrossRefGoogle Scholar
McCandle, P., & Chhabra, V. (2006). The voice of evidence in reading research. Baltimore, MD: Brookes.Google Scholar
McCollum, D. (2003). Investigating non-cognitive components of foreign language achievement. Applied Language Learning, 13, 19–32.Google Scholar
Mendenhall, W., & Sincich, T. (1989). A second course in business statistics: Regression analyses (3rd ed.). San Francisco, CA: Dellen Publishing.Google Scholar
Meschyan, G., & Hernandez, A. (2002). Is native-language decoding skill related to second-language learning? Journal of Educational Psychology, 94, 14–22.CrossRefGoogle Scholar
Miyake, A., & Friedman, N. (1998). Individual differences in second language proficiency: Working memory as language aptitude. In Healy, A. & Bourne, L. (Eds.), Foreign language learning: Psycholinguistic studies on training and retention (pp. 339–364). Mahwah, NJ: Erlbaum.Google Scholar
Moats, L. (2000). Speech to print: Language essentials for teachers. Baltimore, MD: Brookes.Google Scholar
Olshtain, E., Shohamy, E., Kemp, J., & Chatow, R. (1990). Factors predicting success in EFL among culturally different learners. Language Learning, 40, 23–44.CrossRefGoogle Scholar
Onwuegbuzie, A., Bailey, P., & Daley, C. (2000). Cognitive, affective, personality, and demographic predictors of foreign-language achievement. Journal of Educational Research, 94, 3–15.CrossRefGoogle Scholar
Parry, T., & Child, J. (1990). Preliminary investigation of the relationship between VORD, MLAT, and language proficiency. In Parry, T. & Stansfield, C. (Eds.), Language aptitude reconsidered (pp. 30–66). Englewood Cliffs, NJ: Prentice–Hall.Google Scholar
Peterson, E., & Al-Haik, A. (1976). The development of the Defense Language Aptitude Battery (DLAB). Educational and Psychological Measurement, 36, 369–380.CrossRefGoogle Scholar
Pimsleur, P. (1966). The Pimsleur Language Aptitude Battery. New York: Harcourt Brace Jovanovich.Google Scholar
Proctor, C., August, D., Carlo, M., & Snow, C. (2006). The intriguing role of Spanish language vocabulary in predicting English reading comprehension. Journal of Educational Psychology, 98, 159–169.CrossRefGoogle Scholar
Ranta, L. (2002). The role of the learner's language analytic ability in the communicative classroom. In Robinson, P. (Ed.), Individual differences and instructed language learning (pp. 159–180). Amsterdam: John Benjamins.CrossRefGoogle Scholar
Rayner, K., Foorman, B., Perfetti, C., Pesetsky, D., & Seidenberg, M. (2001). How psychological science informs the teaching of reading. Psychological Science in the Public Interest, 2, 31–74.CrossRefGoogle ScholarPubMed
Rutherford, W. (1983). Language typology and language transfer. In Gass, S. & Selinker, L. (Eds.), Language transfer in language learning (pp. 358–370). Rowley, MA: Newbury House.Google Scholar
Scovel, T. (1991). The effect of affect on foreign language learning: A review of the anxiety research. In Horwitz, E. & Young, D. (Eds.), Language anxiety: From theory and research to classroom implications (pp. 15–23). Englewood Cliffs, NJ: Prentice–Hall.Google Scholar
Senechal, M. (2006). Testing the home literacy model: Parent involvement in kindergarten is differentially related to Grade 4 reading comprehension, fluency, spelling, and reading for pleasure. Scientific Studies of Reading, 10, 59–87.CrossRefGoogle Scholar
Senechal, M., LeFevre, J., Thomas, E., & Daley, K. (1998). Differential effects of home literacy experiences on the development of oral and written language. Reading Research Quarterly, 32, 96–116.CrossRefGoogle Scholar
Service, E., & Kohonen, V. (1995). Is the relation between phonological memory and foreign language learning accounted for by vocabulary acquisition? Applied Psycholinguistics, 16, 155–172.CrossRefGoogle Scholar
Skehan, P. (1986). The role of foreign language aptitude in a model of school learning. Language Testing, 3, 188–221.CrossRefGoogle Scholar
Skehan, P. (1989). Individual differences in second language learning. London: Arnold.Google Scholar
Skehan, P. (2002). Theorizing and updating aptitude. In Robinson, P. (Ed.), Individual differences and instructed language learning (pp. 69–93). Amsterdam: John Benjamins.CrossRefGoogle Scholar
Skehan, P., & Ducroquet, L. (1988). A comparison of first and foreign language ability (Working Document No. 8). London: London University, ESOL Department, Institute of Education.Google Scholar
Snowling, M., & Hulme, C. (2007). The science of reading: A handbook. Malden, MA: Blackwell.Google Scholar
Sparks, R. (1995). Examining the linguistic coding differences hypothesis to explain individual differences in foreign language learning. Annals of Dyslexia, 45, 187–214.CrossRefGoogle ScholarPubMed
Sparks, R., & Ganschow, L. (1991). Foreign language learning difficulties: Affective or native language aptitude differences? Modern Language Journal, 75, 3–16.CrossRefGoogle Scholar
Sparks, R., & Ganschow, L. (1993). Searching for the cognitive locus of foreign language learning problems: Linking first and second language learning. Modern Language Journal, 77, 289–302.CrossRefGoogle Scholar
Sparks, R., & Ganschow, L. (1995). A strong inference approach to causal factors in foreign language learning: A response to MacIntyre. Modern Language Journal, 79, 235–244.CrossRefGoogle Scholar
Sparks, R., & Ganschow, L. (2001). Aptitude for learning a foreign language. Annual Review of Applied Linguistics, 21, 371–391.CrossRefGoogle Scholar
Sparks, R., & Ganschow, L. (2007). Is the Foreign Language Classroom Anxiety Scale measuring anxiety or language skills? Foreign Language Annals, 40, 260–287.CrossRefGoogle Scholar
Sparks, R., Ganschow, L., Artzer, M., Siebenhar, D., & Plageman, M. (1997). Anxiety and proficiency in a foreign language. Perceptual and Motor Skills, 85, 559–562.CrossRefGoogle Scholar
Sparks, R., Ganschow, L., Artzer, M., Siebenhar, D., & Plageman, M. (1998). Differences in native language skills, foreign language aptitude, and foreign language grades among high, average, and low proficiency learners: Two studies. Language Testing, 15, 181–216.Google Scholar
Sparks, R., Ganschow, L., & Patton, J. (1995). Prediction of performance in first-year foreign language courses: Connections between native and foreign language learning. Journal of Educational Psychology, 87, 638–655.CrossRefGoogle Scholar
Sparks, R., Ganschow, L., & Patton, J. (2008). L1 and L2 literacy, L1 and L2 aptitude, and L2 affective variables as discriminators among high and low-achieving, LD, and ADHD L2 learners. In Kormos, J. & Kontra, E. (Eds.), Language learners with special needs: An international perspective (pp. 11–35). London: Multilingual Matters.Google Scholar
Sparks, R., Ganschow, L., Patton, J., Artzer, M., Siebenhar, D., & Plageman, M. (1997). Prediction of foreign language proficiency. Journal of Educational Psychology, 89, 549–561.CrossRefGoogle Scholar
Sparks, R., Humbach, N., & Javorsky, J. (2008). Comparing high and low achieving, LD, and ADHD foreign language learners: Individual and longitudinal differences. Learning and Individual Differences, 18, 29–43.CrossRefGoogle Scholar
Sparks, R., Patton, J., Ganschow, L., Humbach, N., & Javorsky, J. (2006). Native language predictors of foreign language proficiency and foreign language aptitude. Annals of Dyslexia, 56, 129–160.CrossRefGoogle ScholarPubMed
Sparks, R., Patton, J., Ganschow, L., Humbach, N., & Javorsky, J. (2008). Early L1 reading and spelling skills predict later L2 reading and spelling skills. Journal of Educational Psychology, 100, 162–174.CrossRefGoogle Scholar
Sparks, R., Patton, J., Ganschow, L., Humbach, N., & Javorsky, J. (2009). Long-term cross-linguistic transfer of skills from L1 to L2. Language Learning, 59, 203–243.CrossRefGoogle Scholar
Stanovich, K. (1988). The right and wrong places to look for the cognitive locus of reading disability. Annals of Dyslexia, 38, 154–177.CrossRefGoogle ScholarPubMed
Stanovich, K. (2000). Progress in understanding reading: Scientific foundations and new frontiers. New York: Guilford Press.Google Scholar
Verhoeven, L. (1994). Transfer in bilingual development: The linguistic interdependence hypothesis revisited. Language Learning, 44, 381–415.CrossRefGoogle Scholar
Verhoeven, L. (2000). Components in early second language reading and spelling. Scientific Studies of Reading, 4, 313–330.CrossRefGoogle Scholar
Wells, G. (1985). Language development in the preschool years. Cambridge: Cambridge University Press.Google Scholar
Wiederholt, L. (1986). Formal Reading Inventory. Austin, TX: PRO-ED.Google Scholar
Woodcock, R. (1987). Woodcock Reading Mastery Test—Revised. Circle Pines, MN: American Guidance.Google Scholar