Approaching the Concept of Multiliteracies: Multilingual Writing Competence as an Integrated Model

Abstract

In linguistically diverse contexts, language repertoires include various literacy skills in multiple languages across different modes of representation (multiliteracies), where multilingual writing can be conceptualized as a synthesized competence that includes all languages in a person’s repertoire and is continuously evolving. We respond to the call to operationalize existing theory on multilingual writing for empirical testing by conducting first- and second-order confirmatory factor analyses that explore whether and how students’ writing proficiency in different languages can be modelled as an integrated construct, to analyze multilingual writing’s dimensionality. We draw on a corpus of multilingual writing in secondary students (n = 965) in three different languages: the majority language (German), the heritage languages of migrants in Germany (Russian or Turkish), and the first foreign language (English). Based on competence data of a substantial sample of multilingual adolescents, the results provide an empirical approach to modelling multilingual writing competence in complex multilingual repertoires.

References

1. Agirdag, O. (2014a). The long-term effects of bilingualism on children of immigration: Student bilingualism and future earnings. International Journal of Bilingual Education and Bilingualism, 17(4), 449–464. https://doi.org/10.1080/13670050.2013.816264
2. Agirdag, O. (2014b). The literal cost of language assimilation for the children of immigration: The effects of bilingualism on labor market outcomes. In R. M. Callahan, & P. C. Gándara (Eds.), The bilingual advantage: Language, literacy, and the labor market (pp. 160–181). Multilingual Matters. https://doi.org/10.21832/9781783092437-008
3. Angay-Crowder, T., Choi, J., & Yi, Y. (2013). Putting multiliteracies into practice: Digital storytelling for multilingual adolescents in a summer program. TESL Canada Journal, 30(2), 36–45. http://doi.org/10.18806/tesl.v30i2.1140
4. Bentler, P. M. (1995). EQS structural equations program manual. Multivariate Software.
5. Berthele, R., & Vanhove, J. (2020). What would disprove interdependence? Lessons learned from a study on biliteracy in Portuguese heritage language speakers in Switzerland. International Journal of Bilingual Education and Bilingualism, 23(5), 550–566. https://doi.org/10.1080/13670050.2017.1385590
6. Bollen, K. A. (1980). Issues in the comparative measurement of political democracy. American Sociological Review, 45(3), 370–390.
7. Böhmer, J. (2015). Biliteralität. Eine Studie zu literalen Strukturen in Sprachproben von Jugendlichen im Deutschen und Russischen. Waxmann.
8. Brehmer, B., & Mehlhorn, G. (2018). Unterricht in den Herkunftssprachen Russisch und Polnisch –Einstellungen und Effekte. In G. Mehlhorn & B. Brehmer (Eds.), Potenziale von Herkunftssprachen. Sprachliche und außersprachliche Einflussfaktoren (pp. 259–293). Stauffenburg.
9. Brown, T. A. (2015). Confirmatory factor analysis for applied research (2 nd ed.). Methodology in the social sciences. The Guilford Press.
10. Canagarajah, S. (2015). Clarifying the relationship between translingual practice and L2 writing: Addressing learner identities. Applied Linguistics Review, 6(4), 415–440. https://doi.org/10.1515/applirev-2015-0020
11. Cenoz, J., & Gorter, D. (2011). Focus on multilingualism: A study of trilingual writing. The Modern Language Journal, 95(3), 356–369. https://doi.org/10.1111/j.1540-4781.2011.01206.x
12. Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling: A Multidisciplinary Journal, 9(2), 233–255.
13. Coleman, J. S. (1990). Foundations of social theory. Belknap Press of Harvard University Press.
14. Cope, B., & Kalantzis, M. (2000). Introduction: Multiliteracies: The beginnings of an idea. In B. Cope, & M. Kalantzis (Eds.), Multiliteracies: Literacy learning and the design of social futures (pp. 3–8). Routledge. https://doi:10.4324/9780203979402-5
15. Cope, B., & Kalantzis, M. (2009). “Multiliteracies”: New literacies, new learning. Pedagogies: An International Journal, 4(3), 164–195. https://doi:10.1080/15544800903076044
16. Council of Europe. (2001). Common European framework of reference for languages. Cambridge University Press. http://www.coe.int/t/dg4/linguistic/source/framework_en.pdf
17. Cummins, J. (1979). Cognitive/academic language proficiency, linguistic interdependence, the optimum age question and some other matters. Working Papers on Bilingualism, 19, 121–129.
18. Danzak, R. L., & Arfé, B. (2016). Globally minded text production: Bilingual, expository writing of Italian adolescents learning English. Topics in Language Disorders, 36(1), 35–51. http://doi.org/10.1097/tld.0000000000000077
19. De Bot, K., Wander, L., & Verspoor, M. (2007). A dynamic systems theory approach to second language acquisition. Bilingualism: Language and Cognition, 10(1), 7–21.
20. Dempster, A. P., Laird, N. M., & Rubin, D. B. (1977). Maximum likelihood from incomplete data via the EM algorithm. Journal of Royal Statistical Society, 39(1), 1–38.
21. Effatpanah, F., & Baghaei, P. (2021). Cognitive components of writing in a second language: An analysis with the linear logistic test model. Psychological Test and Assessment Modeling, 63(1), 13–44
22. Enders, C. K. (2010). Applied missing data analysis: Methodology in the social sciences. Guilford Press.
23. Enders, C., & Bandalos, D. (2001). The relative performance of full information maximum likelihood estimation for missing data in structural equation models. Structural Equation Modeling: A Multidisciplinary Journal, 8(3), 430–457. https://doi.org/10.1207/S15328007SEM0803_5
24. European Commission/EACEA/Eurydice. (2016). Structural indicators on achievement in basic skills in Europe – 2016. Eurydice report. Luxembourg: Publications Office of the European Union. https://op.europa.eu/de/publication-detail/-/publication/94fc76f3-f997-11e6-8a35-01aa75ed71a1.
25. Francis, N. (2012). Bilingual competence and bilingual proficiency in child development. The MIT Press.
26. Gándara, P. (2018). The economic value of bilingualism in the United States. Bilingual Research Journal, 41(4), 334–343, https://doi.org/10.1080/15235882.2018.1532469
27. García, O., & Kleifgen, J.A. (2020). Translanguaging and Literacies. Reading Research Quarterly, 55(4), 553–571. https://doi.org/10.1002/rrq.286
28. Gogolin, I., Klinger, T., Lagemann, M., & Schnoor, B. (2017). Indikation, Konzeption und Untersuchungsdesign des Projekts Mehrsprachigkeitsentwicklung im Zeitverlauf (MEZ) (MEZ Arbeitspapiere Nr. 1). Universität Hamburg. http://www.pedocs.de/volltexte/2017/14825/pdf/Gogolin_et_al_2017_Indikation_Konzeption_Untersuchungsdesign.pdf
29. Gogolin, I., Klinger, T., Schnoor, B., & Usanova, I. (2022). The competence model of writing skills in MEZ. In H. Brandt, M. Krause, & I. Usanova (Eds.), Language development in linguistically diverse settings: Interdisziplinäre Ergebnisse aus dem Projekt "Mehrsprachigkeitsentwicklung im Zeitverlauf“ (MEZ) (pp. 35–73). Springer VS.
30. Gogolin, I., Schnoor, B., & Usanova, I. (2021). Crossing the bridge to literacy in foreign languages: C-test as a measure of language development. Multilingua. Advance online publication. https://doi.org/10.1515/multi-2021-0018
31. Heller, K. A., & Perleth, C. (2000). Kognitiver Fähigkeitstest für 4. bis 12. Klassen, Revision: KFT 4-12+R. Beltz.
32. Hiver, P. and Al-Hoorie, A. H. (2020). Research methods for complexity theory in applied linguistics. Multilingual Matters.
33. Hornberger, N. H. (2003). Continua of Biliteracy: An ecological framework for educational policy, research, and practice in multilingual settings. Multilingual Matters. https://doi.org/10.21832/9781853596568
34. Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives: Structural equation modeling: A Multidisciplinary Journal, 6(1), 1–55. https://doi.org/10.1080/10705519909540118
35. Hutchinson, S. R. (1998). The stability of post hoc model modifications in confirmatory factor analysis models, The Journal of Experimental Education, 66(4), 361–380.
36. IEA Hamburg. (2017a). Methodenbericht: MEZ - Mehrsprachigkeitsentwicklung im Zeitverlauf. Erhebung in den Jahrgangsstufen 7 und 9. 1. Messzeitpunkt - Januar bis März 2016. IEA Hamburg.
37. IEA Hamburg. (2017b). Methodenbericht: MEZ - Mehrsprachigkeitsentwicklung im Zeitverlauf. Erhebung in den Jahrgangsstufen 8 und 10. 2. Messzeitpunkt - Oktober bis Dezember 2016. IEA Hamburg.
38. IEA Hamburg. (2018a). Methodenbericht: MEZ - Mehrsprachigkeitsentwicklung im Zeitverlauf. Erhebung in den Jahrgangsstufen 8 und 10. 3. Messzeitpunkt - Mai bis Juli 2017. IEA Hamburg.
39. IEA Hamburg. (2018b). Methodenbericht: MEZ - Mehrsprachigkeitsentwicklung im Zeitverlauf. Erhebung in den Jahrgangsstufen 9 und 11. 4. Messzeitpunkt - Mai bis Juni 2018. IEA Hamburg.
40. Jöreskog, K. G. (1967). Some contributions to maximum likelihood factor analysis. Psychometrika, 32, 443–477.
41. Jöreskog, K. G. (1969). A general approach to confirmatory maximum likelihood factor analysis. Psychometrika, 34, 182–202.
42. Joreskog, K. G. (1971). Simultaneous factor analysis in several populations. Psychometrika, 36(4), 409–426. https://doi.org/10.1007/BF02291366
43. Kato-Otani, E. (2008). Writing development of a bilingual child: Japanese and English. Child Language Seminar. University of Reading.
44. Kleifgen, J. (2013). Communicative practices at work: Multimodality and learning in a high-tech firm. Multilingual Matters.
45. Kline, R. B. (2016). Principles and practice of structural equation modeling (4th ed.). The Guilford Press.
46. Klinger, T., Brandt, H., & Dittmers, T. (2022). The making of MEZ – Multilingual development: A longitudinal perspective. Study design and methods. In H. Brandt, M. Krause, & I. Usanova (Eds.), Language development in linguistically diverse settings: Interdisziplinäre Ergebnisse aus dem Projekt "Mehrsprachigkeitsentwicklung im Zeitverlauf“ (MEZ) (pp. 1–35). Springer VS.
47. Klinger, T., & Schnoor, B. (2020). Prüfung der Messinvarianz über die Zeit: Das Konstrukt Schreibfähigkeit im Deutschen (MEZ Arbeitspapiere Nr. 6). Hamburg, Germany: Universität Hamburg.
48. Klinger, T., Usanova, I., & Gogolin. I. (2019). Entwicklung rezeptiver und produktiver schriftsprachlicher Fähigkeiten im Deutschen. Zeitschrift für Erziehungswissenschaft, 22(1), 75–103.
49. Kubota, R., & Bale, J. (2020). Bilingualism—but not plurilingualism—promoted by immersion education in Canada: Questioning equity for students of English as an additional language. TESOL Quarterly, 54(3), 773–785. https://doi.org/10.1002/tesq.575
50. Larsen–Freeman, D. (2012). Complex, dynamic systems: A new transdisciplinary theme for applied linguistics? Language Teaching, 45(2), 202–214. http://doi.org/10.1017/s0261444811000061
51. Le Pichon-Vorstman, E., Siarova, H., & Szonyi, E. (2021). The future of language education in Europe: case studies of innovative practices. European Journal of Language Policy, 13(1), 114–120. https://doi.org/10.3828/ejlp.2021.7c
52. Little, T. D. (1997). Mean and covariance structures (macs) analyses of cross-cultural data: practical and theoretical issues. Multivariate Behavioral Research, 32(1), 53–76. https://doi.org/10.1207/s15327906mbr3201_3
53. Little, T. D. (2013). Longitudinal structural equation modeling. Guilford Press.
54. MacSwan, J. (2017). A multilingual perspective on translanguaging. American Educational Research Journal, 54, 167–201. http://doi.org/10.3102/0002831216683935
55. Meredith, W. (1993). Measurement invariance, factor analysis and factorial invariance. Psychometrika, 58(4), 525–543. https://doi.org/10.1007/BF02294825
56. Nauck, B., & Schnoor, B. (2015). Against all odds? Bildungserfolg in vietnamesischen und türkischen Familien in Deutschland. Kölner Zeitschrift für Soziologie und Sozialpsychologie (KZfSS), 67(4), 633–657. https://doi.org/10.1007/s11577-015-0345-2
57. New London Group. (1996). A pedagogy of multiliteracies: Designing social futures. Harvard Educational Review, 66(1), 60–92. https://doi:10.17763/haer.66.1.17370n67v22j160u
58. Otheguy, R., García, O., & Reid, W. (2015). Clarifying translanguaging and deconstructing named languages: A perspective from linguistics. Applied Linguistics Review, 6(3), 281–307. https://doi.org/10.1515/applirev-2015-0014
59. Otheguy, R., García, O. & Reid, W. (2019). A translanguaging view of the linguistic system of bilinguals. Applied Linguistics Review, 10(4), 625–651. https://doi.org/10.1515/applirev-2018-0020
60. Pan, J., Ip, E. H., & Dubé, L. (2017). An alternative to post hoc model modification in confirmatory factor analysis: The Bayesian lasso. Psychological Methods, 22(4), 687–704. https://doi.org/10.1037/met0000112
61. Payant, C. (2020). Exploring multilingual learners’ writing practices during an L2 and an L3 individual writing task. The Canadian Modern Language Review, 76(4), 313–334.
62. Payant, C., & Galante, A. (2022). Plurilingualism and translanguaging: pedagogical approaches for empowerment and validation— An introduction. TESL Canada Journal, 38(2), vi–xxii. https://doi.org/10.18806/tesl.v38i2.1363
63. Puranik, C. S., Lombardino, L. J., & Altmann, L. J. P. (2008). Assessing the microstructure of written language using a retelling paradigm. American Journal of Speech-Language Pathology, 17(2), 107–120. https://doi.org/10.1044/1058-0360
64. Raykov, T. (2004). Behavioral scale reliability and measurement invariance evaluation using latent variable modeling. Behavior Therapy, 35, 299–331.
65. Riehl, C. M. (2021). The interplay of language awareness and bilingual writing abilities in heritage language speakers. Languages, 6(2), 94. https://doi.org/10.3390/languages6020094
66. Rumbaut, R. G. (2014). English plus: Exploring the socioeconomic benefits of bilingualism in Southern California. In R. M. Callahan & P. C. Gándara (Eds.), The bilingual advantage: Language, literacy, and the labor market (pp. 182–205). Multilingual Matters.
67. Schissel, J. L., Leung, C., & Chalhoub-Deville, M. (2019). The construct of multilingualism in language testing. Language Assessment Quarterly, 16(4–5), 373–378. https://doi.org/10.1080/15434303.2019.1680679
68. Schoonen, R., Van Gelderen, A., De Glopper, K., Hulstijn, J., Simis, A., Snellings, P., & Stevenson, M. (2003). First language and second language writing: The role of linguistic fluency, linguistic knowledge and metacognitive knowledge. Language Learning, 53(1), 165–202. http://doi.org/10.1111/1467-9922.00213
69. Schoonen, R., van Gelderen, A., Stoel, R. D., Hulstijn, J., & de Glopper, K. (2011). Modeling the development of L1 and EFL writing proficiency of secondary school students. Language Learning, 61(1), 31–79. https://doi.org/10.1111/j.1467-9922.2010.00590.x
70. Schnoor, B., & Usanova, I. (2022). Multilingual writing development: Relationships between writing proficiencies in German, heritage language and English. Reading and Writing. https://doi.org/10.1007/s11145-022-10276-4
71. Skerrett, A. (2013). Building multiliterate and multilingual writing practices and identities. English Education, 45(4), 322–360.
72. Skerrett, A., & Bomer, R. (2013). Recruiting languages and lifeworlds for border-crossing compositions. Research in the Teaching of English, 47(3), 313–337.
73. Soltero-González, L., Escamilla, K., & Hopewell, S. (2012). Changing teachers’ perceptions about the writing abilities of emerging bilingual students: Towards a holistic bilingual perspective on writing assessment. International Journal of Bilingual Education and Bilingualism, 15(1), 71–94. http://doi.org/10.1080/13670050.2011.604712
74. Sparrow, W., Butvilofsky, S., Escamilla, K., Hopewell, S., & Tolento, T. (2014). Examining the longitudinal biliterate trajectory of emerging bilingual learners in a paired literacy instructional model. Bilingual Research Journal, 37(1), 24–42. http://doi.org/10.1080/15235882.2014.89327
75. Steiger, J. H., & Lind, J. C. (1980). Statistically based tests for the number of common factors. Unveröffentlichtes Manuskript zu einer Präsentation dem Psychometric Society Annual Meeting in Iowa City, USA.
76. Steiger, J. H. (1998). A note on multiple sample extensions of the RMSEA fit index: Structural equation modeling. A Multidisciplinary Journal, 5(4), 411–419. https://doi.org/10.1080/10705519809540115
77. Thurstone, L. L. (1947). Multiple-factor analysis. University of Chicago Press.
78. Tucker, L. R., & Lewis, C. (1973). A reliability coefficient for maximum likelihood factor analysis. Psychometrika, 38(1), 1-10.
79. Uluçam-Wegmann, I., Akın, S., Akkuş, N., Enzenbach, C., Gürsoy, E., Haller, P., Kaulvers, J., Roll, H. & Steck, C. (2019). Schreiben und Mehrschriftlichkeit – Eine analyse schriftsprachlicher Fähigkeiten im Deutschen und Türkischen in der Sekundarstufe I und Ansätze für eine koordinierte Förderung mehrsprachiger Literalität. In H. Roll, M. Bernhardt, C. Enzenbach, H. E. Fischer, E. Gürsoy, H. Krabbe, M. Lang, S. Manzel, & I. Uluçam-Wegmann (Eds.), Schreiben im Fachunterricht der Sekundarstufe I unter Einbeziehung des Türkischen. Empirische Befunde aus den Fächern Geschichte, Physik, Technik, Politik, Deutsch und Türkisch (pp. 51–129). Waxmann. Mehrsprachigkeit.
80. Usanova, I., & Schnoor, B. (2021a). Exploring multiliteracies in multilingual students: Profiles of multilingual writing skills. Bilingual Research Journal, 44(1), 56-73. https://doi.org/10.1080/15235882.2021.1890649
81. Usanova, I., & Schnoor, B. (2021b). Biscriptuality as a bridge to biliteracy: The development of scriptual skills in reading and writing in Russian as a heritage language in Germany. Journal of Home Language Research, 4(1), 1–14. https://doi.org/10.16993/jhlr.40
82. Verhoeven, L., Steenge, J., & van Balkom, H. (2012). Linguistic transfer in bilingual children with specific language impairment. International Journal of Communication Disorders, 47(2), 76–183
83. Victori, M. (1999). An analysis of writing knowledge in EFL composing: A case study of two effective and two less effective writers. System, 27(4), 537–555. https://doi.org/10.1016/S0346-251X(99)00049-4
84. Wagner, R. K., Puranik, C. S., Foorman, B., Foster, E., Wilson, L. G., Tschinkel, E., & Kantor, P. T. (2011). Modeling the development of written language. Reading and Writing, 24(2), 203–220. https://doi.org/10.1007/s11145-010-9266-7
85. Wang, J., & Wang, X. (2012). Structural Equation Modeling: Applications Using Mplus. Hoboken, NJ: John Wiley & Sons.