LEBIHAN, Laetitia and MAO TAKONGMO, Charles Olivier (2018): Mathematics Trajectories and Risk Factors During Childhood.
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Abstract
In this paper, we use the National Longitudinal Survey of Children and Youth to identify the trajectory of mathematical abilities among Canadian children 7 to 15 years old. We also analyse families and personal characteristics during early childhood that may influence the likelihood of being in one of these abilities groups. We identify three trajectory groups: average abilities (47.6 %), high abilities (30.1 %), and low abilities (22.3 %). Our results also show that maternal education is one of the most important predictors for a low mathematics abilities trajectory. Cognitive score at ages 4 to 5 is also a good indicator of future academic success. Finally, children at risk are those whose parents have low parenting skills.
Item Type: | MPRA Paper |
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Original Title: | Mathematics Trajectories and Risk Factors During Childhood |
Language: | English |
Keywords: | Group-based trajectory modelling, mathematical abilities, risk factors, Canadian children. |
Subjects: | I - Health, Education, and Welfare > I2 - Education and Research Institutions I - Health, Education, and Welfare > I2 - Education and Research Institutions > I24 - Education and Inequality I - Health, Education, and Welfare > I2 - Education and Research Institutions > I26 - Returns to Education I - Health, Education, and Welfare > I2 - Education and Research Institutions > I28 - Government Policy |
Item ID: | 88612 |
Depositing User: | Dr Charles Olivier MAO TAKONGMO |
Date Deposited: | 25 Aug 2018 17:30 |
Last Modified: | 26 Sep 2019 11:21 |
References: | Baker, M. (2011). Innis lecture: Universal early childhood interventions: what is the evidence base? Canadian Journal of Economics/Revue canadienne d’Economique, 44(4), 1069 1105. Blau, D. M. (1999). The effect of income on child development. Review of Economics and Statistics, 81(2), 261 276. Bynner, J., & Parsons, S. (2006). Does numeracy matter more? Campbell, F. A., Ramey, C. T., Pungello, E., Sparling, J., & Miller-Johnson, S. (2002). Early childhood education: Young adult outcomes from the Abecedarian project. Applied developmental science, 6(1), 42 57. Card, D. (1999). The causal effect of education on earnings. In Handbook of labor economics (Vol. 3, pp. 1801 1863). Elsevier. Carneiro, P., Crawford, C., & Goodman, A. (2007). The impact of early cognitive and non-cognitive skills on later outcomes. CEE DP 92. Centre for the Economics of Education. Caro, D. H. (2009). Socio-economic status and academic achievement trajectories from childhood to adolescence. Canadian Journal of Education, 32(3), 558. Corcoran, J. (1998). Consequences of adolescent pregnancy/parenting: A review of the literature. Social work in health care, 27(2), 49 67. Cote, S., Tremblay, R. E., Nagin, D., Zoccolillo, M., & Vitaro, F. (2002). The development of impulsivity, fearfulness, and helpfulness during childhood: Patterns of consistency and change in the trajectories of boys and girls. Journal of Child Psychology and Psychiatry, 43(5), 609 618. Cote, S., Vaillancourt, T., LeBlanc, J. C., Nagin, D. S., & Tremblay, R. E. (2006). The development of physical aggression from toddlerhood to pre-adolescence: A nation wide longitudinal study of Canadian children. Journal of abnormal child psychology, 34(1), 68 82. Currie, J., & Thomas, D. (1995). Nature vs. nurture? the bell curve and children’s cognitive achievement (Tech. Rep.). RAND-Labor and Population Program. Dahinten, V. S., Shapka, J. D., & Willms, J. D. (2007). Adolescent children of adolescent mothers: The impact of family functioning on trajectories of development. Journal of Youth and Adolescence, 36(2), 195 212. Dooley, M., & Stewart, J. (2004). Family income and child outcomes in Canada. Canadian Journal of Economics/Revue canadienne d’Economique, 37(4), 898 917. Duncan, G. J., Dowsett, C. J., Claessens, A., Magnuson, K., Huston, A. C., Klebanov, P., ... others (2007). School readiness and later achievement. Developmental psychology, 43(6), 1428. Gagne, L. G. (2003). Parental work, child-care use and young children’s cognitive outcomes. Statistics Canada. Gagne, M. H., Schonert-Reichl, K., Costigan, C., Guhn, M., & Shapka, J. D. (2018). Factors predicting the strati ed academic achievement trajectories of foreign-born canadian adolescents: A population-based study. Applied Developmental Science, 1 18. Garon-Carrier, G., Boivin, M., Lemelin, J.-P., Kovas, Y., Parent, S., Seguin, J., ... Dionne, G. (2018). Early developmental trajectories of number knowledge and math achievement from 4 to 10 years: Low-persistent pro le and early-life predictors. Journal of school psychology, 68, 84 98. Green, D. A., & Riddell, W. C. (2003). Literacy and earnings: an investigation of the interaction of cognitive and unobserved skills in earnings generation. Labour Economics, 10(2), 165 184. Haeck, C., Lebihan, L., & Merrigan, P. (2018). Universal child care and long-term effects on child well-being: Evidence from Canada. Journal of Human Capital, 12(1), 38 98. Hanushek, E. A. (1992). The trade-off between child quantity and quality. Journal of political economy, 100(1), 84 117. Heckman, J. J. (2006). Skill formation and the economics of investing in disadvantaged children. Science, 312(5782), 1900 1902. Herbers, J. E., Cutuli, J., Supko , L. M., Heistad, D., Chan, C.-K., Hinz, E., & Masten, A. S. (2012). Early reading skills and academic achievement trajectories of students facing poverty, homelessness, and high residential mobility. Educational Researcher, 41(9), 366 374. Hill, K. G., White, H. R., Chung, I.-J., Hawkins, J. D., & Catalano, R. F. (2000). Early adult outcomes of adolescent binge drinking: person-and variable-centered analyses of binge drinking trajectories. Alcoholism: Clinical and Experimental Research, 24(6), 892 901. Hoddinott, J., Lethbridge, L., & Phipps, S. (2002). Is history destiny? Resources, transitions and child education attainments in Canada. Final report. ERIC. Iruka, I. U., De Marco, A., Garrett-Peters, P., Investigators, F. L. P. K., et al. (2018). Pro les of academic/socioemotional competence: Associations with parenting, home, child care, and neighborhood. Journal of Applied Developmental Psychology, 54, 1 11. Jones, B. L., & Nagin, D. S. (2007). Advances in group-based trajectory modeling and an SAS procedure for estimating them. Sociological methods & research, 35(4), 542 571. Jones, B. L., & Nagin, D. S. (2013). A note on a Stata plugin for estimating group-based trajectory models. Sociological Methods & Research, 42(4), 608 613. Jones, B. L., Nagin, D. S., & Roeder, K. (2001). A SAS procedure based on mixture models for estimating developmental trajectories. Sociological methods & research, 29(3), 374 393. Jordan, N. C., Kaplan, D., Nabors Olah, L., & Locuniak, M. N. (2006). Number sense growth in kindergarten: A longitudinal investigation of children at risk for mathematics di fficulties. Child development, 77(1), 153 175. Karoly, L. A., Kilburn, M. R., & Cannon, J. S. (2006). Early childhood interventions: Proven results, future promise. Rand Corporation. Korenman, S., & Winship, C. (1995). A reanalysis of the bell curve (Tech. Rep.). National Bureau of Economic Research. Landy, S., & Tam, K. K. (1996). Yes, parenting does make a difference to the development of children in Canada. Growing Up in Canada: National Longitudinal Survey of Children and Youth, 117 126. Landy, S., & Tam, K. K. (1998). Understanding the contribution of multiple risk factors on child development at various ages. Human Resources Development Canada, Applied Research Branch. Lebihan, L., & Mao Takongmo, C. O. (2018). The impact of universal child benefits on family health and behaviours. Research in Economics, Forthcoming. Marjoribanks, K. (1996). Family socialisation and children’s school outcomes: an investigation of a parenting model. Educational Studies, 22(1), 3 11. Mayer, S. (1997). What money can’t buy. Cambridge, MA: Harvard University Press. McLanahan, S., & Sandefur, G. (1994). Growing up with a single parent. What hurts, what helps. ERIC. Merton, R. K. (1973). The sociology of science: Theoretical and empirical investigations. University of Chicago press. Murnane, R. J., Willett, J. B., Levy, F., et al. (1995). The growing importance of cognitive skills in wage determination. The Review of Economics and Statistics, 77(2), 251 266. Nagin, D., & Tremblay, R. E. (1999). Trajectories of boys’ physical aggression, opposition, and hyperactivity on the path to physically violent and nonviolent juvenile delinquency. Child development, 70(5), 1181 1196. Nagin, D. S. (1999). Analyzing developmental trajectories: a semiparametric, group-based approach. Psychological methods, 4(2), 139. Nagin, D. S. (2005). Group-based modeling of development. Harvard University Press. NICHD. (2002). Early child care and children’s development prior to school entry: Results from the NICHD study of early child care. American educational research journal, 39(1), 133 164. OECD. (2004). Pisa learning for tomorrow’s world: First results from PISA 2003 (Vol. 659). Simon and Schuster. OECD. (2007). Pisa 2006: Science competencies for tomorrow’s world: Volume 1: Analysis. The PISA homepage at http:www.pisa.oecd.org. Pong, S.-L. (1997). Family structure, school context, and eighth-grade math and reading achievement. Journal of Marriage and the Family, 734 746. Reynolds, A. J., & Temple, J. A. (1998). Extended early childhood intervention and school achievement: Age thirteen findings from the Chicago longitudinal study. Child development, 69(1), 231 246. Rivera-Batiz, F. L. (1992). Quantitative literacy and the likelihood of employment among young adults in the United States. Journal of Human Resources, 313 328. Romano, E., Babchishin, L., Pagani, L. S., & Kohen, D. (2010). School readiness and later achievement: replication and extension using a nationwide Canadian survey. Developmental Psychology, 46(5), 995. Rose, H., & Betts, J. R. (2004). The effect of high school courses on earnings. Review of Economics and Statistics, 86(2), 497 513. Shore, R. (1997). Rethinking the brain: New insights into early development. Spera, C. (2005). A review of the relationship among parenting practices, parenting styles, and adolescent school achievement. Educational psychology review, 17(2), 125 146. Steelman, L. C., Powell, B., Werum, R., & Carter, S. (2002). Reconsidering the effects of sibling con guration: Recent advances and challenges. Annual Review of Sociology, 28(1), 243 269. Sutcli e, A. G., Gardiner, J., & Melhuish, E. (2017). Educational progress of looked-after children in england: a study using group trajectory analysis. Pediatrics, 3, e20170503. Todd, P. E., & Wolpin, K. I. (2003). On the specification and estimation of the production function for cognitive achievement. The Economic Journal, 113(485). Todd, P. E., & Wolpin, K. I. (2007). The production of cognitive achievement in children: Home, school, and racial test score gaps. Journal of Human capital, 1(1), 91 136. Verstraete, M. (2006). L’impact sur le developpement cognitif des enfants ages de 4 et 5 ans de la politique de garde 5$ du Quebec. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/88612 |