Abstract
Writing is an important activity that involves many demanding processes. Given the complexity and goal-directed nature of writing, this activity is heavily dependent on executive functions (EFs). This study aimed to examine the longitudinal contribution of EFs (i.e., inhibitory control, working memory, cognitive flexibility, and planning) to text quality in Grade 2. One hundred and sixteen Portuguese native speakers in Grade 2 (Mage = 7.26 years; SD = 0.29) participated in two measurement occasions with a 6-month interval (viz., Fall and Spring). In the Fall measurement, students completed EFs and writing tasks, while in the Spring measurement, students completed writing tasks only. We conducted a set of hierarchical regression analyses to examine the contribution of EFs measured in the Fall to story quality measured both in the Fall and in the Spring. Results showed that working memory and planning at the beginning of the school year had a significant and unique contribution to text quality 6 months later, above and beyond the effects of gender, reasoning, and transcription skills. These findings provide evidence of the key role of working memory and planning in children’s writing. From an applied side, this study also indicates that teachers should aim to promote EFs in order to support writing in young learners.
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References
Abbott, R. D., & Berninger, V. W. (1993). Structural equation modeling of relationships among developmental skills and writing skills in primary- and intermediate-grade writers. Journal of Educational Psychology,85, 478–508. https://doi.org/10.1037/0022-0663.85.3.478.
Abbott, R. D., Berninger, V. W., & Fayol, M. (2010). Longitudinal relationships of levels of language in writing and between writing and reading in grades 1 to 7. Journal of Educational Psychology,102, 281–298. https://doi.org/10.1037/a0019318.
Allain, P., Nicoleau, S., Pinon, K., Etcharry-Bouyx, F., Barré, J., Berrut, G., et al. (2005). Executive functioning in normal aging: A study of action planning using the Zoo Map Test. Brain and Cognition,57, 4–7. https://doi.org/10.1016/j.bandc.2004.08.011.
Allred, R. A. (1990). Gender differences in spelling achievement in grades 1 through 6. Journal of Educational Research,83(4), 187–193. https://doi.org/10.1080/00220671.1990.10885955.
Altemeier, L. E., Abbott, R. D., & Berninger, V. W. (2008). Executive functions for reading and writing in typical literacy development and dyslexia. Journal of Clinical and Experimental Neuropsychology,30(5), 588–606. https://doi.org/10.1080/13803390701562818.
Alves, R. A., & Limpo, T. (2015). Progress in written language bursts, pauses, transcription, and written composition across schooling. Scientific Studies of Reading,19(5), 374–391. https://doi.org/10.1080/10888438.2015.1059838.
Alves, R. A., Limpo, T., Fidalgo, R., Carvalhais, L., Pereirra, L. A., & Castro, S. L. (2016). The impact of promoting transcription on early text production: Effects on bursts and pauses, levels of written language, and writing performance. Journal of Educational Psychology,108(5), 665–679. https://doi.org/10.1037/edu0000089.
Berninger, V. W., Cartwright, A. C., Yates, C. M., Swanson, H. L., & Abbott, R. D. (1994). Developmental skills related to writing and reading acquisition in the intermediate grades: Shared and unique functional systems. Reading and Writing: An Interdisciplinary Journal,6, 161–196. https://doi.org/10.1007/bf01026911.
Berninger, V. W., & Chanquoy, L. (2012). What writing is and how it changes across early and middle childhood development: A multidisciplinary perspective. In E. L. Grigorenko, E. Mambrino, & D. D. Preiss (Eds.), A mosaic of new perspectives (pp. 65–84). London: Psychology Press.
Berninger, V. W., & Fuller, F. (1992). Gender differences in orthographic, verbal, and compositional fluency: Implications for assessing writing disabilities in primary grade children. Journal of School Psychology,30, 363–382. https://doi.org/10.1016/0022-4405(92)90004-o.
Berninger, V. W., & Swanson, H. L. (1994). Modifying Hayes and Flower’s model of skilled writing to explain beginning and developing writing. In E. C. Butterfield (Ed.), Children’s writing: Toward a process theory of the development of skilled writing (Vol. 2, pp. 57–81). Greenwich: JAI Press.
Berninger, V. W., & Winn, W. (2006). Implications of advancements in brain research and technology for writing development, writing instruction, and educational evolution. In C. A. MacArthur, S. Graham, & J. Fitzgerald (Eds.), Handbook of writing research (pp. 96–114). New York, NY: Guilford Press.
Berninger, V. W., Yates, C. M., Cartwright, A. C., Rutberg, J., Remy, E., & Abbott, R. D. (1992). Lower-level developmental skills in beginning writing. Reading and Writing: An Interdisciplinary Journal,4, 257–280. https://doi.org/10.1007/bf01027151.
Camarata, S., & Woodcock, R. (2006). Sex differences in processing speed: Developmental effects in males and females. Intelligence,34, 231–252. https://doi.org/10.1016/j.intell.200512.001.
Collins, A., & Koechlin, E. (2012). Reasoning, learning, and creativity: Frontal lobe function and human decision-making. PLoS Biology,10(3), e1001293. https://doi.org/10.1371/journal.pbio.1001293.
Cooper, C. R. (1977). Holistic evaluation of writing. In C. R. Cooper & L. Odell (Eds.), Evaluating writing: Describing, measuring, judging (pp. 1–31). Urbana, IL: National Council of Teachers of English.
Cordeiro, C., Castro, S. L., & Limpo, T. (2018). Examining potential sources of gender differences in writing: The role of handwriting fluency and self-efficacy beliefs. Written Comunication,35(4), 448–473. https://doi.org/10.1177/0741088318788843.
Das, J. P., & Heemsbergen, D. B. (1983). Planning as a factor in the assessment of cognitive processes. Journal of Psychoeducational Assessment,1, 1–15. https://doi.org/10.1177/073428298300100101.
Diamond, A. (2013). Executive functions. Annual Reviews of Psychology,64, 135–168. https://doi.org/10.1146/annurev-psych-113011-143750.
Drijbooms, E., Groen, M. A., & Verhoeven, L. (2015). The contribution of executive functions to narrative writing in fourth grade children. Reading and Writing,28, 989–1011. https://doi.org/10.1007/s11145-015-9558-z.
Drijbooms, E., Groen, M. A., & Verhoeven, L. (2017). How executive functions predict development in syntactic complexity of narrative writing in the upper elementary grades. Reading and Writing,30, 209–231. https://doi.org/10.1007/s11145-016-9670-8.
Ferrer, E., Shaywitz, B. A., Holahan, J. M., Marchione, K., & Shaywitz, S. E. (2010). Uncoupling of reading and IQ over time: Empirical evidence for a definition of dyslexia. Psychological Science,21(1), 93–101. https://doi.org/10.1177/0956797609354084.
Gooch, D., Thompson, P., Nash, H. M., Snowling, M. J., & Hulme, C. (2016). The development of executive function and language skills in the early school years. The Journal of Child Psychology and Psychiatry,57(2), 180–187. https://doi.org/10.1111/jcpp.12458.
Graham, S., Berninger, V. W., Abbott, R. D., Abbott, S. P., & Whitaker, D. (1997). Role of mechanics in composing of elementary school students: A new methodological approach. Journal of Educational Psychology,89, 170–182. https://doi.org/10.1037/0022-0663.89.1.170.
Graham, S., & Harris, K. R. (2000). The role of self-regulation and transcription skills in writing and writing development. Educational Psychologist,35(1), 3–12. https://doi.org/10.1207/S15326985EP3501_2.
Graham, S., Harris, K. R., & Adkins, M. (2018). The impact of supplemental handwriting and spelling instruction with first grade students who do not acquire transcription skills as rapidly as peers: A randomized control trial. Reading and Writing,31(6), 1273–1294. https://doi.org/10.1007/s11145-018-9822-0.
Graham, S., Harris, K. R., & Hebert, M. (2011). It is more than just the message: Presentation effects in scoring writing. Focus on Exceptional Children,44(4), 1–12. https://doi.org/10.17161/fec.v44i4.6687.
Graham, S., McKeown, D., Kiuhara, S., & Harris, K. R. (2012). A meta-analysis of writing instruction for students in the elementary grades. Journal of Educational Psychology,104, 879–896. https://doi.org/10.1037/a0029185.
Graham, S., & Perin, D. (2007). A meta-analysis of writing instruction for adolescent students. Journal of Educational Psychology,99(3), 445–476. https://doi.org/10.1037/0022-0663.99.3.445.
Graham, S., & Santangelo, T. (2014). Does spelling instruction make students better spellers, readers, and writers? A meta-analytic review. Reading and Writing: An Interdisciplinary Journal,27, 1703–1743. https://doi.org/10.1007/s11145-014-9517-0.
Hajovsky, D. B., Villeneuve, E. F., Mason, B. A., & De Jong, D. A. (2018). A quantile regression analysis of cognitive ability and spelling predictors of written expression: Evidence of gender, age, and skill level moderation. School Psychology Review,47(3), 291–315. https://doi.org/10.17105/SPR-2017-0110.V47-3.
Halpern, D. F. (2004). A cognitive-process taxonomy for sex differences in cognitive abilities. Current Directions in Psychological Science,13, 135–139. https://doi.org/10.1111/j.0963-7214.2004.00292.x.
Harris, K. R., & Graham, S. (2009). Self-regulated strategy development in writing: Premises, evolution, and the future. British Journal of Educational Psychology Monograph Series,2(6), 113–135. https://doi.org/10.1348/978185409X422542.
Harris, K. R., Graham, S., Mason, L., McKeown, D., & Olinghouse, N. G. (2018). Self-regulated strategy development in writing: A classroom example of developing executive function processes and future directions. In L. Meltzer (Ed.), Executive function in education (2nd Edition): From theory to practice (pp. 326–356). New York: Guilford Press.
Hayes, J. R. (1996). A new framework for understanding cognition and affect in writing. In C. M. Levy & S. Ransdell (Eds.), The science of writing: Theories, methods, individual differences, and applications (pp. 1–27). Mahwah, NJ: Lawrence Erlbaum Associates.
Hayes, J. R. (2012). Modeling and remodeling writing. Written Comunication,29(3), 369–388. https://doi.org/10.1177/0741088312451260.
Hayes, J. R., & Flower, L. (1980). Identifying the organization of writing processes. In L. W. Gregg & E. R. Steinberg (Eds.), Cognitive processes in writing (pp. 3–29). Hillsdale, NJ: Lawrence Erlbaum Associates.
Hill, E. L. (2004). Evaluating the theory of executive dysfunction in autism. Developmental Review,24(2), 189–233. https://doi.org/10.1016/j.dr.2004.01.001.
Hooper, S. R., Costa, L.-J., McBee, M., Anderson, K. L., Yerby, D. C., Knuth, S. B., et al. (2011). Concurrent and longitudinal neuropsychological contributors to written language expression in first and second grade students. Reading and Writing,24, 221–252. https://doi.org/10.1007/s11145-010-9263-x.
Hooper, S. R., Swartz, C. W., Wakely, M. B., de Kruif, R. E., & Montgomery, J. W. (2002). Executive functions in elementary school children with and without problems in written expression. Journal of Learning Disabilities,35(1), 57–68. https://doi.org/10.1177/002221940203500105.
Ikeda, Y., Okuzumi, H., & Kokubun, M. (2014). Age-related trends of inhibitory control in Stroop-like big-small task in 3 to 12-years-old children and young adults. Frontiers in Psychology,18, 1–6. https://doi.org/10.3389/fpsyg.2014.00227.
Jones, D., & Christensen, C. A. (1999). Relationship between automaticity in handwriting and students’ ability to generate written text. Journal of Educational Psychology,91(1), 44–49. https://doi.org/10.1037//0022-0663.91.1.44.
Kellogg, R. T. (1994). The psychology of writing. New York: Oxford University Press.
Kellogg, R. T., Whiteford, A. P., Turner, C. E., Cahill, M., & Mertens, A. (2013). Working memory in written composition: An evaluation of the 1996 model. Journal of Writing Research,5(2), 159–190. https://doi.org/10.17239/jowr-2013.05.02.1.
Kerr, A., & Zelazo, P. (2004). Development of “hot” executive function: The children’s gambling task. Brain and Cognition,55, 148–157. https://doi.org/10.1016/S0278-2626(03)00275-6.
Kim, Y.-S., Al Otaiba, S., Wanzenk, J., & Gatlin, B. (2014). Toward an understanding of dimensions, predictors, and the gender gap in written composition. Journal of Educational Psychology. https://doi.org/10.1037/a0037210.
Lezak, M. D., Howieson, D. B., Biegler, E. D., & Tranel, D. (2012). Neuropsychological assessment. New York: Oxford University Press.
Limpo, T., & Alves, R. A. (2013a). Modeling writing development: Contribution of transcription and self-regulation to Portuguese students’ text generation quality. Journal of Educational Psychology,105, 401–413. https://doi.org/10.1037/a0031391.
Limpo, T., & Alves, R. A. (2013b). Teaching planning or sentence-combining strategies: Effective SRSD interventions at different levels of written composition. Contemporary Educational Psychology,38, 328–341. https://doi.org/10.1016/j.cedpsych.2013.07.004.
Limpo, T., & Alves, R. A. (2017). Written language bursts mediate the relationship between transcription skills and writing performance. Written Comunication,34(3), 306–332. https://doi.org/10.1177/0741088317714234.
Limpo, T., & Alves, R. A. (2018). Tailoring multicomponent writing interventions: Effects of coupling self-regulation and transcription training. Journal of Learning Disabilities,51(4), 381–398. https://doi.org/10.1177/0022219417708170.
Limpo, T., Alves, R. A., & Connelly, V. (2017). Examining the transcription-writing link: Effects of handwriting fluency and spelling accuracy on writing performance via planning and translating in middle grades. Learning and Individual Differences,53, 26–36. https://doi.org/10.1016/j.lindif.2016.11.004.
Lunt, L., Bramham, J., Morris, R. G., Bullock, P. R., Selway, R. P., Xenitidis, K., et al. (2012). Prefrontal cortex dysfunction and ‘Jumping to Conclusions’: Bias or deficit? Journal of Neuropsychology,6, 65–78. https://doi.org/10.1111/j.1748-6653.2011.02005.x.
McCutchen, D., Covill, A., Hoyne, S. H., & Mildes, K. (1994). Individual differences in writing: Implications of translating fluency. Journal of Educational Psychology,86, 256–266. https://doi.org/10.1037/0022-0663.86.2.256.
Melby-Lervag, M., & Hulme, C. (2013). Is working memory training effective? A meta-analytic review. Developmental Psychology,49(2), 270–291. https://doi.org/10.1037/a0028228.
Olive, T. (2004). Working memory in writing: Empirical evidence from the dual-task technique. European Psychologist,9(1), 32–42. https://doi.org/10.1027/1016-9040.9.1.32.
Olive, T. (2012). Working memory in writing. In V. W. Berninger (Ed.), Past, present, and future contributions of cognitive writing research to cognitive psychology. New York, NY: Psychology Press.
Olive, T. (2014). Toward a parallel and cascading model of the writing system: A review of research on writing processes coordination. Journal of Writing Research,6(2), 173–194. https://doi.org/10.17239/jowr-2014.06.02.4.
Olive, T., & Kellogg, R. T. (2002). Concurrent activation of high- and low-level production processes in written composition. Memory and Cognition,30, 594–600. https://doi.org/10.3758/BF03194960.
Raven, J., Raven, J. C., & Court, J. H. (2004). Manual for Raven’s progressive matrices and vocabulary scales. San Antonio, TX: Harcourt Assessment.
Rodríguez, C., Torrance, M., Betts, L., Cerezo, R., & García, T. (2017). Effects of attention-deficit/hyperactivity disorder on writing composition product and process in school age students. Journal of Attention Disorders. https://doi.org/10.1177/1087054717707048.
Santangelo, T., & Graham, S. (2016). A comprehensive meta-analysis of handwriting instruction. Educational Psychology Review,28, 225–265. https://doi.org/10.1007/s10648-015-9335-1.
Scheiber, C., Reynolds, M. R., Hajovsky, D. B., & Kaufman, A. S. (2015). Gender differences in achievement in a large, nationally representative sample of children and adolescents. Psychology in the Schools,52(4), 335–348. https://doi.org/10.1002/pits.21827.
Simões, M. (2000). Investigações no âmbito da aferição nacional do Teste das Matrizes Progressivas Coloridas de Raven (M.P.C.R.). Lisboa: Fundação Calouste Gulbenkian.
Simões, M., Albuquerque, C., Pinho, M., Vilar, M., Pereira, M., Lopes, A., et al. (2016). Bateria de Avaliação Neuropsicológica de Coimbra. Lisboa: CEGOC-TEA.
Simões, M., Rocha, A. M., & Ferreira, C. (2003). WISC-III, Escala de Inteligência de Wechsler para Crianças - 3ª edição. Lisboa: CEGOC-TEA.
St Clair-Thompson, H. L., & Gathercole, S. E. (2006). Executive functions and achievements in school: Shifting, updating, ihnibition, and working memory. The Quarterly Journal of Experimental Psychology,59(4), 745–759. https://doi.org/10.1080/17470210500162854.
Stanovich, K. E., Cunningham, A. E., & Freeman, D. J. (1984). Intelligence, cognitive skills, and early reading progress. Reading Research Quartely,19, 278–303. https://doi.org/10.2307/747822.
Swanson, H. L., & Berninger, V. W. (1994). Working memory as source of individual differences in children’s writing. In E. C. Butterfield (Ed.), Advances in cognition and educational practice, Vol. 2: Children’s writing: Towards a process theory of the development of skilled writing (pp. 31–56). Greenwich, CT: JAI Press.
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This research was supported by the Portuguese Foundation for Science and Technology (FCT; Grants UID/PSI/00050/2013, and PD/BD/135428/2017) and it was conducted within the M2S Project, funded through the Operational Programme for Competitiveness and Internationalization, supported by FEDER and national funds allocated to FCT (NORTE-01-0145-FEDER-028404).
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Cordeiro, C., Limpo, T., Olive, T. et al. Do executive functions contribute to writing quality in beginning writers? A longitudinal study with second graders. Read Writ 33, 813–833 (2020). https://doi.org/10.1007/s11145-019-09963-6
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DOI: https://doi.org/10.1007/s11145-019-09963-6