Publication Cover
Educational Psychology
An International Journal of Experimental Educational Psychology
Volume 37, 2017 - Issue 10
532
Views
3
CrossRef citations to date
0
Altmetric
Articles

Cross-lagged cross-subject bidirectional predictions among achievements in mathematics, English language and Chinese language of school children

ORCID Icon, ORCID Icon & ORCID Icon
Pages 1259-1280 | Received 30 Sep 2016, Accepted 22 May 2017, Published online: 02 Jun 2017

References

  • Alt, M., Arizmendi, G. D., & Beal, C. R. (2014). The relationship between mathematics and language: Academic implications for children with specific language impairment and English language learners. Language, Speech, and Hearing Services in Schools, 45, 220–233. doi:10.1044/2014_LSHSS-13-0003
  • Baltagi, B. H. (2013). Econometric analysis of panel data (5th ed.). Chichester: John Wiley & Sons.
  • Bjork, I. M., & Bowyer-Crane, C. (2013). Cognitive skills used to solve mathematical word problems and numerical operations: A study of 6- to 7-year-old children. European Journal of Psychology of Education, 28, 1345–1360. doi:10.1007/s10212-012-0169-7
  • Buchweitz, A., & Prat, C. (2013). The bilingual brain: Flexibility and control in the human cortex. Physics of Life Reviews, 10, 428–443. doi:10.1016/j.plrev.2013.07.020
  • Buckingham, J., Beaman, R., & Wheldall, K. (2014). Why poor children are more likely to become poor readers: The early years. Educational Review, 66, 428–446. doi:10.1080/00131911.2013.795129
  • Census and Statistics Department. (2016). Thematic household survey report No. 59: Pattern of smoking, personal computer and internet penetration, use of language. Hong Kong: Census and Statistics Department.
  • Cha, K., & Goldenberg, C. (2015). The complex relationship between bilingual home language input and kindergarten children’s Spanish and English oral proficiencies. Journal of Educational Psychology, 107, 935–953. doi:10.1037/edu0000030
  • Chen, Y., Yanke, J., & Campbell, J. I. D. (2016). Language-specific memory for everyday arithmetic facts in Chinese-English bilinguals. Psychonomic Bulletin and Review, 23, 526–532. doi:10.3758/s13423-015-0920-6
  • Choi, W., Tong, X., & Cain, K. (2016). Lexical prosody beyond first-language boundary: Chinese lexical tone sensitivity predicts English reading comprehension. Journal of Experimental Child Psychology, 148, 70–86. doi:10.1016/j.jecp.2016.04.002
  • Cui, J., Georgiou, G. K., Zhang, Y., Li, Y., Shu, H., & Zhou, X. (2017, February). Examining the relationship between rapid automatized naming and arithmetic fluency in Chinese kindergarten children. Journal of Experimental Child Psychology, 154, 146–163. doi:10.1016/j.jecp.2016.10.008
  • Cummins, J. (1979). Linguistic interdependence and the educational development of bilingual children. Review of Educational Research, 49, 222–251. doi:10.3102/00346543049002222
  • Curriculum Development Council. (2000). Learning to learn – The way forward in curriculum. Hong Kong: Government Printer.
  • Dehaene, S., Piazza, M., Pinel, P., & Cohen, L. (2013). Three parietal circuits for number processing. Cognitive Neuropsychology, 20, 487–506. doi:10.1080/02643290244000239
  • Dent, A. L., & Koenka, A. C. (2016). The relation between self-regulated learning and academic achievement across childhood and adolescence: A meta-analysis. Educational Psychology Review, 28, 425–474. doi:10.1007/s10648-015-9320-8
  • Duncan, G. J., & Magnuson, K. (2011). The nature and impact of early achievement skills, attention skills, and behavior problems. In G. J. Duncan & R. Murnane (Eds.), Whither opportunity? Rising inequality and the uncertain life chances of low-income children (pp. 47–70). New York, NY: Russell Sage.
  • Evans, S. (2013). The long March to biliteracy and trilingualism: Language policy in Hong Kong education since the handover. Annual Review of Applied Linguistics, 33, 302–324. doi:10.1017/S0267190513000019
  • Fortin, L., Marcotte, D., Diallo, T., Potvin, P., & Royer, É. (2013). A multidimensional model of school dropout from an 8-year longitudinal study in a general high school population. European Journal of Psychology of Education, 28, 563–583. doi:10.1007/s10212-012-0129-2
  • Fuchs, L. S., Geary, D. C., Compton, D. L., Fuchs, D., Hamlett, C. L., Seethaler, P. M., et al. (2010). Do different types of school mathematics development depend on different constellations of numerical versus general cognitive abilities? Developmental Psychology, 46, 1731–1746. doi:10.1037/a0020662
  • Gablasova, D. (2014). Issues in the assessment of bilingually educated students: Expressing subject knowledge through L1 and L2. The Language Learning Journal, 42, 151–164. doi:10.1080/09571736.2014.891396
  • Geary, D. C. (2011). Cognitive predictors of achievement growth in mathematics: A 5-year longitudinal study. Developmental Psychology, 47, 1539–1552. doi:10.1037/a0025510
  • Georgiou, G., Aro, M., Liao, C.-H., & Parrila, R. (2016). Modeling the relationship between rapid automatized naming and literacy skills across languages varying in orthographic consistency. Journal of Experimental Child Psychology, 143, 48–64. doi:10.1016/j.jecp.2015.10.017
  • Goldstein, H. (2011). Multilevel statistical models (4th ed.). Hoboken, NJ: Wiley.
  • Grasby, K. L., & Coventry, W. L. (2016). Longitudinal stability and growth in literacy and numeracy in Australian school students. Behavior Genetics, 46, 649–664. doi:10.1007/s10519-016-9796-0
  • Gubbins, V., & Otero, G. (2016). Effect of the parental involvement style perceived by elementary school students at home on Language and Mathematics performance in Chilean schools. Educational Studies, 42, 121–136. doi:10.1080/03055698.2016.1148586
  • Guglielmi, R. S. (2012). Math and science achievement in English language learners: Multivariate latent growth modeling of predictors, mediators, and moderators. Journal of Educational Psychology, 104, 580–602. doi:10.1037/a0027378
  • Hong Kong Examinations and Assessment Authority. (2008). Territory-wide System Assessment 2007 report on the basic competencies of students in Chinese Language, English Language and Mathematics Key Stages 1–3. Retrieved January 31, 2017, from http://www.bca.hkeaa.edu.hk/web/TSA/en/2007tsaReport/secSubject_report_eng.html
  • Hornberger, N. H. (2013). Biteracy continua. In M. R. Hawkins (Ed.), Framing languages and literacies: Socially situated views and perspectives (pp. 149–167). New York, NY: Routledge.
  • Jõgi, A.-L., & Kikas, E. (2016). Calculation and word problem-solving skills in primary grades – Impact of cognitive abilities and longitudinal interrelations with task-persistent behaviour. British Journal of Educational Psychology, 86, 165–181. doi:10.1111/bjep.12096
  • Kline, R. B. (2011). Principles and practice of structural equation modeling (3rd ed.). New York, NY: Guildford Press.
  • Kuo, L.-J., Uchikoshi, Y., Kim, T.-J., & Yang, X. (2016). Bilingualism and phonological awareness: Re-examining theories of cross-language transfer and structural sensitivity. Contemporary Educational Psychology, 46, 1–9. doi:10.1016/j.cedpsych.2016.03.002
  • Lazarides, R., Viljaranta, J., Aunola, K., Pesu, L., & Nurmi, J.-E. (2016). The role of parental expectations and students’ motivational profiles for educational aspirations. Learning and Individual Differences, 51, 29–36. doi:10.1016/j.lindif.2016.08.024
  • LeFevre, J.-A., Fast, L., Skwarchuk, S.-L., Smith-Chant, B. L., Bisanz, J., Kamawar, D., & Penner-Wilger, M. (2010). Pathways to mathematics: Longitudinal predictors of performance. Child Development, 81, 1753–1767. doi:10.1111/j.1467-8624.2010.01508.x
  • Lo, Y. Y., & Lo, E. S. C. (2014). A meta-analysis of the effectiveness of English-medium education in Hong Kong. Review of Educational Research, 84, 47–73. doi:10.3102/0034654313499615
  • McBride-Chang, C., & Ho, C. S.-H. (2005). Predictors of beginning reading in Chinese and English: A 2-year longitudinal study of Chinese Kindergartners. Scientific Studies of Reading, 9, 117–144. doi:10.1207/s1532799xssr0902_2
  • Mok, M. M. C. (2010). Basic competency assessment in Hong Kong. Curriculum & Instruction, 13, 67–94.
  • Mok, M. M. C., McInerney, D. M., Zhu, J., & Or, A. (2015). Growth trajectories of mathematics achievement: Longitudinal tracking of student academic progress. British Journal of Educational Psychology, 85, 154–171. doi:10.1207/s1532799xssr0902_2
  • Muthén, L. K., & Muthén, B. O. (2008). MPLUS statistical analysis with latent variables: User’s guide (7th ed.). Los Angeles, CA: Muthén & Muthén.
  • Nguyen, T., Watts, T. W., Duncan, G. J., Clements, D. H., Sarama, J. S., Wolfe, C., & Spitler, M. E. (2016). Which preschool mathematics competencies are most predictive of fifth grade achievement? Early Childhood Research Quarterly, 36, 550–560. doi:10.1016/j.ecresq.2016.02.003
  • Organisation for Economic Co-operation and Development. (2014). PISA 2012 results: What students know and can do (Volume I, Revised edition, February 2014) (Vol. I). PISA: OECD Publishing. doi:10.1787/9789264208780-en
  • Petridou, A., & Karagiorgi, Y. (2016). Cross-sectional predictors of ‘risk’ for school failure. International Journal of Research & Method in Education, 39, 365–382. doi:10.1080/1743727X.2016.1189896
  • Pfost, M., Hattie, J., Dorfler, T., & Artelt, C. (2014). Individual differences in reading development: A review of 25 years of empirical research on Matthew effects in reading. Review of Educational Research, 84, 203–244. doi:10.3102/0034654313509492
  • Pixner, S., Moeller, K., Hermanova, V., Nuerk, H.-C., & Kaufmann, L. (2011). Whorf reloaded: Language effects on nonverbal number processing in first grade-A trilingual study. Journal of Experimental Child Psychology, 108, 371–382. doi:10.1016/j.jecp.2010.09.002
  • Place, S., & Hoff, E. (2011). Properties of dual language exposure that influence 2-year-olds’ bilingual proficiency. Child Development, 82, 1834–1849. doi:10.1111/j.1467-8624.2011.01660.x
  • Prevoo, M. J. L., Malda, M., Mesman, J., & van IJzendoorn, M. H. (2016). Within- and cross-language relations between oral language proficiency and school outcomes in bilingual children with an immigrant background: A meta-analytical study. Review of Educational Research, 86, 237–276. doi:10.3102/0034654315584685
  • Proctor, C. P., August, D., Snow, C., & Barr, C. D. (2010). The interdependence continuum: A perspective on the nature of Spanish-English bilingual reading comprehension. The Journal of the National Association for Bilingual Education, 33, 5–20. doi:10.1080/15235881003733209
  • Purpura, D. J., & Ganley, C. M. (2014). Working memory and language: Skill-specific or domain-general relations to mathematics? Journal of Experimental Child Psychology, 122, 104–121. doi:10.1016/j.jecp.2013.12.009
  • Purpura, D. J., Schmitt, S. A., & Ganley, C. M. (2017). Foundations of mathematics and literacy: The role of executive functioning components. Journal of Experimental Child Psychology, 153, 15–34. doi:10.1016/j.jecp.2016.08.010
  • Rabiner, D. L., Godwin, J., & Dodge, K. A. (2016). Predicting academic achievement and attainment: The contribution of early academic skills, attention difficulties, and social competence. School Psychology Review, 45, 250–267. doi:10.17105/SPR45-2.250-267
  • Reilly, D., Neumann, D. L., & Andrews, G. (2015). Sex differences in mathematics and science achievement: A meta-analysis of National Assessment of Educational Progress assessments. Journal of Educational Psychology, 107, 645–662. doi:10.1037/edu0000012
  • Ringler, M. C., & Bossé, M. J. (2013). Learning mathematics as a second language: Implications for instructional leaders. In D. C. Thompson & F. E. Crampton (Eds.), UCEA Conference Proceedings for Convention 2008 (Vol. 53, pp. 1689–1699). Orlando, FL.
  • Salili, F., & Lai, M. K. (2003). Learning and motivation of Chinese students in Hong Kong: A longitudinal study of contextual influences on students’ achievement orientation and performance. Psychology in the Schools, 40, 51–70. doi:10.1002/pits.10069
  • Samuels, W. E., Tournaki, N., Blackman, S., & Zilinski, C. (2016). Executive functioning predicts academic achievement in middle school: A four-year longitudinal study. The Journal of Educational Research, 109, 478–490. doi:10.1080/00220671.2014.979913
  • Sarama, J., Lange, A. A., Clements, D. H., & Wolfe, C. B. (2012). The impacts of an early mathematics curriculum on oral language and literacy. Early Childhood Research Quarterly, 27, 489–502. doi:10.1016/j.ecresq.2011.12.002
  • Shin, T., Davison, M. L., Long, J. D., Chan, C.-K., & Heistad, D. (2013). Exploring gains in reading and mathematics achievement among regular and exceptional students using growth curve modeling. Learning and Individual Differences, 23, 92–100. doi:10.1016/j.lindif.2012.10.002
  • Vukovic, R. K., & Lesaux, N. K. (2013). The language of mathematics: Investigating the ways language counts for children’s mathematical development. Journal of Experimental Child Psychology, 115, 227–244. doi:10.1016/j.jecp.2013.02.002
  • Wang, M., Cheng, C., & Chen, S.-W. (2006). Contribution of morphological awareness to Chinese-English biliteracy acquisition. Journal of Educational Psychology, 98, 542–553. doi:10.1037/0022-0663.98.3.542
  • Weiner, B., & Handel, S. J. (1985). A cognition-emotion-action sequence. Anticipated emotional consequences of causal attributions and reported communication strategy. Developmental Psychology, 21, 102–107. doi:10.1037/0012-1649.21.1.102
  • Wright, S. C., Taylor, D. M., & Macarthur, J. (2000). Subtractive bilingualism and the survival of the Inuit language: Heritage- versus second-language education. Journal of Educational Psychology, 92, 63–84. doi:10.1037/0022-0663.92.1.63
  • de Zeeuw, E. L., de Geus, E. J. C., & Boomsma, D. I. (2015). Meta-analysis of twin studies highlights the importance of genetic variation in primary school educational achievement. Trends in Neuroscience and Education, 4, 69–76. doi:10.1016/j.tine.2015.06.001
  • Zhao, N., Valcke, M., Desoete, A., Verhaeghe, J., & Xu, K. (2011). A multilevel analysis on predicting mathematics performance in Chinese primary schools: Implications for practice. Asia-Pacific Education Researcher, 20, 503–552.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.