Developmental predictors of mathematics achievement at the end of Year 1
Abstract
Abstract: This study examined the predictive role of child cognitive, social, emotional, and behavioural dimensions assessed at the age of 4½, as well as of the traditional variables related to academic school readiness before the entry to primary school, on mathematics achievement at the end of Year 1. A sample of 58 Portuguese children and their parents participated in this longitudinal study. Initial correlations indicated significant associations between child intelligence quotient (IQ), inhibitory control, set-shifting, dysregulation profile, academic school readiness, and their subsequent performance in mathematics. A hierarchical regression analysis showed that inhibitory control at 4½ years significantly predicted mathematics achievement at the end of Year 1 over and above the effect of academic school readiness before entering primary school. These results add to the existing literature by highlighting the impact of child executive functioning assessed during the preschool years on subsequent mathematics performance in early school years.
Keywords
Full Text:
PDFReferences
Achenbach, T. M., & Rescorla, L. A. (2000). Manual for the ASEBA preschool age forms & profiles. University of Vermont, Research Center for Children, Youth, & Families.
Agostino, A., Johnson, J., & Pascual-Leone, J. (2010). Executive functions underlying multiplicative reasoning: Problem type matters. Journal of Experimental Child Psychology, 105, 286-305. http://doi.org/10.1016/j.jecp.2009.09.006
Althoff, R. R., Rettew, D. C., Ayer, L. A., & Hudziak, J. J. (2010). Cross-informant agreement of the dysregulation profile of the child behavior checklist. Psychiatry Research, 178(3), 550-555. https://doi.org/10.1016/j.psychres.2010.05.002
Baptista, J., Osório, A., Martins, E. C., Veríssimo, M., & Martins, C. (2016). Does social-behavioral adjustment mediate the relation between executive function and academic readiness?. Journal of Applied Developmental Psychology, 46, 22-30. https://doi.org/10.1016/j.appdev.2016.05.004
Barriga, A. Q., Doran, J. W., Newell, S. B., Morrison, E. M., Barbetti, V., & Robbins, B. (2002). Relationships between problem behaviors and academic achievement in adolescents. Journal of Emotional and Behavioral Disorders, 10(4), 233-240. https://doi.org/10.1177/10634266020100040501
Blair, C. (2002). School readiness: Integrating cognition and emotion in a neurobiological conceptualization of child functioning at school entry. American Psychologist, 57, 111-127. https://psycnet.apa.org/doi/10.1037/0003-066X.57.2.111
Blair, C., & Razza, R. P. (2007). Relating effortful control, executive function, and false belief understanding to emerging math and literacy ability in kindergarten. Child Development, 78(2), 647-663. https://doi.org/10.1111/j.1467-8624.2007.01019.x
Braak, D., Lenes, R., Purpura, D., Schmitt, S., & Størksen, I. (2022). Why do early mathematics skills predict later mathematics and reading achievement? The role of executive function. Journal of Experimental Child Psychology, 214. https://doi.org/10.1016/j.jecp.2021.105306
Brennan, L. M., Shaw, D. S., Dishion, T. J., & Wilson, M. (2012). Longitudinal predictors of school-age academic achievement: Unique contributions of toddler-age aggression, oppositionality, inattention, and hyperactivity. Journal of Abnormal Child Psychology, 40(8), 1289-1300. https://doi.org/10.1007/s10802-012-9639-2
Bub, K. L., McCartney, K., & Willett, J. B. (2007). Behavior problem trajectories and first-grade cognitive ability and achievement skills: A latent growth curve analysis. Journal of Educational Psychology, 99(3), 653-670. https://doi.org/10.1037/0022-0663.99.3.653
Bull, R., Espy, K. A., & Wiebe, S. A. (2008). Short-term memory, working memory, an executive functioning in preschoolers: Longitudinal predictors of mathematical achievement at age 7 years. Developmental Neuropsychology, 33(3), 205-228. https://doi.org/10.1080/87565640801982312
Bull, R., Espy, K. A., Wiebe, S. A., Sheffield, T. D., & Nelson, J. M. (2011). Using confirmatory factor analysis to understand executive control in preschool children: Sources of variation in emergent mathematic achievement. Developmental Science, 14(4), 679-692. http://doi.org/10.1111/j.1467-7687.2010.01012.x
Bull, R., & Lee, K. (2014). Executive functioning and mathematics achievement. Child Development Perspectives, 8(1), 36-41. https://doi.org/10.1111/cdep.12059
Bull, R., & Scerif, G. (2001). Executive functioning as a predictor of children’s mathematics ability: Inhibition, switching, and working memory. Developmental Neuropsychology, 19(3), 273-293. https://doi.org/10.1207/s15326942dn1903_3
Cameron, C., Kim, H., Duncan, R., Becker, D., & McClelland, M. (2019). Bidirectional and co-developing associations of cognitive, mathematics, and literacy skills during kindergarten. Journal of Applied Developmental Psychology, 62, 135-144. https://doi.org/10.1016/j.appdev.2019.02.004
Chew, A., & Morris, J. (1984). Validation of the Lollipop Test: A diagnostic screening test of school readiness. Educational and Psychological Measurement, 44, 987-991. https://doi.org/10.1177%2F0013164484444022
Clark, C. A., Pritchard, V. E., & Woodward, L. J. (2010). Preschool executive functioning abilities predict early mathematics achievement. Developmental Psychology, 46, 1176-1191. http://doi.org/10.1037/a0019672
Cragg, L., Keeble, S., Richardson, S., Roome, H., & Gilmore, C. (2017). Direct and indirect influences of executive functions on mathematics achievement. Cognition, 162, 12-26. https://doi.org/10.1016/j.cognition.2017.01.014
Croft, T., Grove, M., & Lawson, D. (2022). The importance of mathematics and statistics support in English universities: An analysis of institutionally-written regulatory documents. Journal of Higher Education Policy and Management, 44(3), 240-257. https://doi.org/10.1080/1360080X.2021.2024639
De Caluwé, E., Decuyper, M., & De Clercq, B. (2013). The Child Behavior Checklist Dysregulation Profile predicts adolescent DSM-5 pathological personality traits 4 years later. European Child & Adolescent Psychiatry, 22(7), 401-411. https://doi.org/10.1007/s00787-013-0379-9
Deary, I. J., Strand, S., Smith, P., & Fernandes, C. (2007). Intelligence and educational achievement. Intelligence, 35(1), 13-21. https://doi.org/10.1016/j.intell.2006.02.001
Denham, S. A., Blair, K. A., DeMulder, E., Levitas, J., Sawyer, K., Auerbach-Major, S., & Queenan, P. (2003). Preschool emotional competence: Pathway to social competence?. Child Development, 74(1), 238-256. https://doi.org/10.1111/1467-8624.00533
Diamond, A., Barnett, W. S., Thomas, J., & Munro, S. (2007). Preschool program improves cognitive control. Science, 318, 1387-1388. https://doi.org/10.1126/science.1151148
Diamond, A., Carlson, S. M., & Beck, D. M. (2005). Preschool children’s performance in task switching on the Dimensional Change Card Sort task: Separating the dimensions aids the ability to switch. Developmental Neuropsychology, 28(2), 689-729. https://doi.org/10.1207/s15326942dn2802_7
Diamond, A., & Lee, K. (2011). Interventions shown to aid executive function development in children 4 to 12 years old. Science, 333, 959-964. https://doi.org/10.1126/science.1204529
Dias, P., Veríssimo, L., Carneiro, A., & Figueiredo, B. (2022). Academic achievement and emotional and behavioural problems: The moderating role of gender. Clinical Child Psychology and Psychiatry, 27(4), 1184-1196. http://doi.org/10.1177/13591045211059410
Dockett, S., & Perry, B. (2004). What makes a successful transition to school? Views of Australian parents and teachers. International Journal of Early Years Education, 12(3), 217-230. http://doi.org/10.1080/ 0966976042000268690
Dockett, S., & Perry, B. (2009). Readiness for school: A relational construct. Australian Journal of Early Childhood, 34(1), 20-26. https://doi.org/10.1177/183693910903400104
Dockett, S., & Perry, B. (2015). Transition to school: Times of opportunity, expectation, aspiration, and entitlement. In J. M. Iorio & W. Parnell (Eds.), Rethinking readiness in early childhood education: Implications for policy and practice (pp. 123-139). Palgrave McMillan.
Duncan, G. J., Dowsett, C. J., Claessens, A., Magnuson, K., Huston, A. C., Klebanov, P., Pagani, L. S., Feinstein, L., Engen, M., Brooks-Gunn, J., Sexton, H., Duckworth, K., & Japel, C. (2007). School readiness and later achievement. Developmental Psychology, 43(6), 1428-1446. https://doi.org/10.1037/0012-1649.43.6.1428
Espy, K., McDiarmid, M. M., Cwik, M. F., Stalets, M. M., Hamby, A., & Senn, T. E. (2004). The contribution of executive functions to emergent mathematic skills in preschool children. Developmental Neuropsychology, 26(1), 465-486. https://doi.org/10.1207/s15326942dn2601_6
Friso-van den Bos, I., van der Ven, S. H. G., Kroesbergen, E. H., & van Luit, J. E. H. (2013). Working memory and mathematics in primary school children: A meta-analysis. Educational Research Review, 10, 29-44. https://doi.org/10.1016/j.edurev.2013.05.003
Fuchs, L. S., Geary, D. C., Compton, D. L., Fuchs, D., Hamlett, C. L., Seethaler, P. M., Joan, B., & Schatschneider, C. (2010). Do different types of school mathematics development depend on different constellations of numerical versus general cognitive abilities?. Developmental Psychology, 46(6), 1731-1746. https://doi.org/10.1037/a0020662
Garon-Carrier, G., Boivin, M., Lemelin, J., Kovas, Y., Parent, S., Séguin, J., Vitaro, F., Tremblay, R. E., & Dionne, G. (2018). Early developmental trajectories of number knowledge and math achievement from 4 to 10 years: Low-persistent profile and early-life predictors. Journal of School Psychology, 68, 84-98. https://doi.org/10.1016/j.jsp.2018.02.004
Gashaj, V., Oberer, N., Mast, F. W., & Roebers, C. M. (2019). Individual differences in basic numerical skills: The role of executive functions and motor skills. Journal of Experimental Child Psychology, 182, 187-195. https://doi.org/10.1016/j.jecp.2019.01.021
Geary, D. (2011). Cognitive predictors of achievement growth in mathematics: A five-year longitudinal study. Developmental Psychology, 47(6), 1539-1552. https://doi.org/10.1037/a0025510
Gómez, D., Jiménez, A., Bobadilla, R., Reyes, C., & Dartnell, P. (2015). The effect of inhibitory control on general mathematics achievement and fraction comparison in middle school children. ZDM Mathematics Education, 47, 801-811. https://doi.org/10.1007/s11858-015-0685-4
Graziano, P. A., Reavis, R. D., Keane, S. P., & Calkins, S. D. (2007). The role of emotion regulation and the student-teacher relationship in children’s academic success. Journal of School Psychology, 45, 3-19. https://doi.org/10.1016/j.jsp.2006.09.002
Hughes, C. (2011). Changes and challenges in 20 years of research into the development of executive functions. Infant and Child Development, 20(3), 251-271. https://doi.org/10.1002/icd.736
Hughes, C., Adlam, A., Happé, F., Jackson, J., Taylor, A., & Caspi, A. (2000). Good test‐retest reliability for standard and advanced false‐belief tasks across a wide range of abilities. Journal of Child Psychology and Psychiatry, 41(4), 483-490. https://doi.org/10.1111/1469-7610.00633
Jamil, F., & Khalid, R. (2016). Predictors of academic achievement in primary school students. Pakistan Journal of Psychological Research, 31(1), 45-61.
Jones, D. E., Greenberg, M., & Crowley, M. (2015). Early social-emotional functioning and public health: The relationship between kindergarten social competence and future wellness. American Journal of Public Health, 105, 2283-2290. https://doi.org/10.2105/AJPH.2015.302630
Jones, L. B., Rothbart, M. K., & Posner, M. I. (2003). Development of executive attention in preschool children. Developmental Science, 6(5), 498-504. https://doi.org/10.1111/1467-7687.00307
Kim, J., Carlson, G. A., Meyer, S. E., Bufferd, S. J., Dougherty, L. R., Dyson, M. W., Laptook, R., Olino, T., & Klein, D. N. (2012). Correlates of the CBCL-dysregulation profile in preschool-aged children. Journal of Child Psychology and Psychiatry, 53(9), 918-926. https://doi.org/10.1111/j.1469-7610.2012.02546.x
Kloo, D., Osterhaus, C., Kristen-Antonow, S., & Sodian, B. (2022). The impact of theory of mind and executive function on math and reading abilities: A longitudinal study. Infant and Child Development, 31, 1-13. https://doi.org/10.1002/icd.2356
Kloo, D., & Perner, J. (2008). Training theory of mind and executive control: A tool for improving school achievement?. Mind, Brain, and Education, 2(3), 122-127. https://doi.org/10.1111/j.1751-228x.2008.00042.x
Krajewski, K., & Schneider, W. (2009). Exploring the impact of phonological awareness, visual-spatial working memory, and preschool quantity-number competencies on mathematics achievement in elementary school: Findings from a 3-year longitudinal study. Journal of Experimental Child Psychology, 103(4), 516-531. https://doi.org/10.1016/j.jecp.2009.03.009
La Paro, K. M., & Pianta, R. C. (2000). Predicting children’s competence in the early school years: A meta-analytic review. Review of Educational Research, 70(4), 443-484. https://doi.org/10.3102/00346543070004443
Lecce, S., Bianco, F., & Hughes, C. (2021). Reading minds and reading texts: Evidence for independent and specific associations. Cognitive Development, 57, 1-14. https://doi.org/10.1016/j.cogdev.2021.101010
Lecce, S., Caputi, M., & Hughes, C. (2011). Does sensitivity to criticism mediate the relationship between theory of mind and academic achievement?. Journal of Experimental Child Psychology, 110(3), 313-331. https://doi.org/10.1016/j.jecp.2011.04.011
Lecce, S., Caputi, M., & Pagnin, A. (2014). Long-term effect of theory of mind on school achievement: The role of sensitivity to criticism. European Journal of Developmental Psychology, 11(3), 305-318. https://doi.org/10.1080/17405629.2013.821944
Lecce, S., Caputi, M., Pagnin, A., & Banerjee, R. (2017). Theory of mind and school achievement: The mediating role of social competence. Cognitive Development, 44, 85-97. https://doi.org/10.1016/j.cogdev.2017.08.010
Lecce, S., & Devine, R. T. (2021). Theory of mind at school: Academic outcomes and the influence of the school context. Infant and Child Development, 31, 1-7. https://doi.org/10.1002/icd.2274
Lee, K., Ng, E. L., & Ng, S. (2009). The contributions of working memory and executive functioning to problem representation and solution generation in algebraic word problems. Journal of Educational Psychology, 101, 373-387. https://doi.org/10.1037/a0013843
Lockl, K., Ebert, S., & Weinert, S. (2017). Predicting school achievement from early theory of mind: Differential effects on achievement tests and teacher ratings. Learning and Individual Differences, 53, 93-102. https://doi.org/10.1016/j.lindif.2016.11.007
Lozano-Blasco, R., Quílez-Robres, A., Usán, P., Salavera, C., & Casanovas-López, R. (2022). Types of intelligence and academic performance: A systematic review and meta-analysis. Journal of Intelligence, 10, 1-16. https://doi.org/10.3390/jintelligence10040123
Magalhães, S., Carneiro, L., Limpo, T., & Filipe, M. (2020). Executive functions predict literacy and mathematics achievements: The unique contribution of cognitive flexibility in grades 2, 4 and 6. Child Neuropsychology, 26(3), 934-952. https://doi.org/10.1080/09297049.2020.1740188
Magnuson, K., Duncan, G. J., Lee, K. T., & Metzger, M. W. (2016). Early school adjustment and educational attainment. American Educational Research Journal, 53, 1198-1228. https://doi.org/10.3102/0002831216634658
Martí, G., Sidera, F., Morera, F., & Sellabona, E. (2023). Executive functions are important for academic achievement, but emotional intelligence too. Scandinavian Journal of Psychology, 1-9. https://doi.org/10.1111/sjop.12907
Martins, C., Barreto, A. L., Baptista, J., Osório, A., Martins, E. C., & Veríssimo, M. (2019). Relations between theory of mind and academic school readiness: The moderating role of child gender. Merrill-Palmer Quarterly, 65(1), 101-120. https://doi.org/10.13110/merrpalmquar1982.65.1.0101
Mejias, S., Muller, C., & Schiltz, C. (2019). Assessing mathematical school readiness. Frontiers in Psychology, 10, 1-11. https://doi.org/10.3389/fpsyg.2019.01173
Miles, S., & Stipek, D. (2006). Contemporaneous and longitudinal associations between social behavior and literacy achievement in a sample of low-income elementary school children. Child Development, 77(1), 103-117. https://doi.org/10.1111/j.1467-8624.2006.00859.x
Monette, S., Bigras, M., & Guay, M. (2011). The role of executive functions in school achievement at the end of Grade 1. Journal of Experimental Child Psychology, 109(2), 158-173. https://doi.org/10.1016/j.jecp.2011.01.008
Nesbitt, K., Farran, D., & Fuhs, M. (2015). Executive function skills and academic achievement gains in prekindergarten: Contributions of learning-related behaviors. Developmental Psychology, 51(7), 865-878. https://doi.org/10.1037/dev0000021
OECD. (2017). Starting strong V: transitions from early childhood education and care to primary education. OECD Publishing. https://doi.org/10.1787/9789264276253-en
Pan, Q., Trang, K. T., Love, H. R., & Templin, J. (2019). School readiness profiles and growth in academic achievement. Frontiers in Education, 4, 1-17. https://doi.org/10.3389/feduc.2019.00127
Pascual, A., Muñoz, N., & Robres, A. (2019). The relationship between executive functions and academic performance in primary education: Review and meta-analysis. Frontiers in Psychology, 10, 1-18. https://doi.org/10.3389/fpsyg.2019.01582
Pianta, R. C., & Stuhlman, M. W. (2004). Teacher-child relationships and children’s success in the first years of school. School Psychology Review, 33, 444-458. https://doi.org/10.1080/02796015.2004.12086261
Ponitz, C. E., McClelland, M. M., Matthews, J. S., & Morrison, F. J. (2009). A structured observation of behavioral self-regulation and its contribution to kindergarten outcomes. Developmental Psychology, 45(3), 605-619. https://doi.org/10.1037/a0015365
Rimm-Kaufman, S. E., & Pianta, R. C. (2000). An ecological perspective on the transition to the kindergarten: A theoretical framework to guide empirical research. Journal of Applied Developmental Psychology, 21(5), 491-511. https://doi.org/10.1016/S0193-3973(00)00051-4
Sattler, J. M. (1992). Assessment of children: WISC-III and WPPSI-R supplement. J.M. Sattler, Publisher, Inc.
Smogorzewska, J., Szumski, G., Bosacki, S., Grygiel, P., & Karwowski, M. (2022). School engagement, sensitivity to criticism and academic achievement in children: The predictive role of theory of mind. Learning and Individual Differences, 93, 1-9. https://doi.org/10.1016/j.lindif.2021.102111
Sung, J., & Wickrama, K. (2018). Longitudinal relationship between early academic achievement and executive function: Mediating role of approaches to learning. Contemporary Educational Psychology, 54, 171-183. https://doi.org/10.1016/j.cedpsych.2018.06.010
Tikhomirova, T., Kuzmina, Y., Lysenkova, I., & Malykh, S. (2018). Development of approximate number sense across the elementary school years: A cross-cultural longitudinal study. Developmental Sciences, 22, 1-14. https://doi.org/10.1111/desc.12823
Valiente, C., Lemery-Chalfant, K., Swanson, J., & Reiser, M. (2008). Prediction of children’s academic competence from their effortful control, relationships, and classroom participation. Journal of Educational Psychology, 100, 67-77. https://doi.org/10.1037/0022-0663.100.1.67
Verboom, C., Sijtsema, J., Verhulst, F., Penninx, B., & Ormel, J. (2014). Longitudinal associations between depressive problems, academic performance, and social functioning in adolescent boys and girls. Developmental Psychology, 50(1), 247-257. https://doi.org/10.1037/a0032547
Walker, S. (2009). Sociometric stability and the behavioral correlates of peer acceptance in early childhood. The Journal of Genetic Psychology, 170(4), 339-358. https://doi.org/10.1080/00221320903218364
Wellman, H. M., & Liu, D. (2004). Scaling of theory-of-mind tasks. Child Development, 75(2), 523-541. https://doi.org/10.1111/j.1467-8624.2004.00691.x
Xenidou-Dervou, I., Van Luit, J. E. H., Kroesbergen, E. H., Friso-van den Bos, I., Jonkman, L., van der Schoot, M., & van Liesshout, E. C. D. (2018). Cognitive predictors of children’s development in mathematics achievement: A latent growth modeling approach. Developmental Science, 21(6), e12671. https://doi.org/10.1111/desc.12671
Zelazo, P. D. (2006). The Dimensional Change Card Sort (DCCS): A method of assessing executive function in children. Nature Protocols, 1(1), 297-301. https://doi.org/10.1038/nprot.2006.46
Zelazo, P. D., & Carlson, S. M. (2012). Hot and cool executive function in childhood and adolescence: Development and plasticity. Child Development Perspectives, 6(4), 354-360. https://doi.org/10.1111/j.1750-8606.2012.00246.x
Zimmermann, F., Schütte, K., Taskinen, P., & Köller, O. (2013). Reciprocal effects between adolescent externalizing problems and measures of achievement. Journal of Emotional Psychology, 3(105), 747-761. https://doi.org/10.1037/a0032793
DOI: https://doi.org/10.14417/ap.2037
Refbacks
- There are currently no refbacks.
Nº ERC: 107494 | ISSN (in print): 0870-8231 | ISSN (online): 1646-6020 | Copyright © ISPA - CRL, 2012 | Rua Jardim do Tabaco, 34, 1149-041 Lisboa | NIF: 501313672 | The portal and metadata are licensed under the license Creative Commons CC BY-NC