Abstract
The authors investigated the degree to which school-level teacher characteristics and resources are related to the mathematics learning of kindergarten children using a sample drawn from a large US database. Kindergarten-level teacher characteristics were operationalised as collective teacher efficacy, teacher experience and teacher preparation; kindergarten resources were operationalised as efforts that schools make to reach out to parents, classrooms with mathematics manipulatives, and classroom technology. Kindergarten students learned more in mathematics over a year in schools where teachers’ collective efficacy was high. School resources yielded a range of significant yet mixed results in young children’s mathematics achievement. Notably, younger students and students entering kindergarten with lower levels of mathematical skills benefited greatly from classroom resources. Overall, the presence of classroom technology as a school-level resource was positively related with older kindergarten students’ learning. Based upon the findings, organisational and policy implications are discussed.
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Notes
The reason for combining these particular ethnic groups was based on past research that suggested that there are greater similarities between Caucasian and Asian students concerning school learning influences and that their average reading achievement scores are more similar to each other than to those of the other groups (Lee et al. 2006).
References
Ball, D. L. (2003). What mathematical knowledge is needed for teaching mathematics? Prepared for the Secretary’s Summit on Mathematics, U.S. Department of Education, February 6, 2003, Washington, DC. Retrieved from http://www.ed.gov/inits/mathematicsscience.
Ball, D. L., & Bass, H. L. (2003). Toward a practice-based theory of mathematical knowledge for teaching. In B. Davis & E. Simmt (Eds.), Proceedings of the 2002 annual meeting of the Canadian Mathematics Education Study Group (pp. 3–14). Edmonton, AB: CMESG/GCEDM.
Bandura, A. (1977). Self-efficacy: Toward a unifying theory of behavioral change. Psychological Review, 84, 191–215.
Bandura, A. (1993). Perceived self-efficacy in cognitive development and functioning. Educational Psychology, 28, 117–148.
Baroody, A. (2004). The developmental bases for early childhood number and operations standards. In D. H. Clements, J. Sarama, & A. M. DiBiase (Eds.), Engaging young children in mathematics: Standards for early childhood mathematics education (pp. 173–219). Mahwah, NJ: Lawrence Erlbaum Associates.
Berk, D. M. (2004). The interplay between instructional policy and its constituents: How mathematics teachers interact with and understand principles and standards for school mathematics. Unpublished doctoral dissertation, University of New Hampshire.
Booth, A., & Dunn, J. F. (Eds.). (1996). Family–school links. Mahwah, NJ: Lawrence Erlbaum Association.
Bronfenbrenner, U., & Morris, P. A. (2006). The bioecological model of human development. In R. M. Lerner (Ed.), Theoretical models of human development. Handbook of child psychology (6th ed., Vol. 1, pp. 793–828). Hoboken, NJ: Wiley.
Cassidy, D. J., Buell, M. J., Pugh-Hoese, S., & Russell, S. (1995). The effect of education on child care teachers’ beliefs and classroom quality: Year one evaluation of the TEACH early childhood associate degree scholarship. Early Childhood Research Quarterly, 10, 171–183.
Clements, D. (2002). Computers in early childhood mathematics. Contemporary Issues in Early Childhood, 2, 160–181.
Clements, D., Battista, M., Sarama, J., Swaminathan, S., & McMillen, S. (1997). Students’ development of length measurements concepts in a logo-based unit on geometric paths. Journal of Research in Mathematics Education, 28, 70–95.
Clements, D., & Sarama, J. (2002). The role of technology in early childhood learning. Teaching Children Mathematics, 8, 340–343.
Clements, D., & Sarama, J. (2009). Learning and teaching early math: The learning trajectories approach. New York: Routledge.
Clements, D., Sarama, J., & DiBiase, A. (2002). NCTM position statement. Teaching Children Mathematics, 9, 24–30.
Clements, D., Sarama, J., & DiBiase, A. (Eds.). (2003). Engaging young children in mathematics: Standards for pre-school and kindergarten mathematics education. Mahwah, NJ: Lawrence Erlbaum Associates.
Coplan, R. J., Wichmann, C., Lagace-Seguin, D. G., Rachlis, L. J., & Mcvey, M. K. (1999). The “degree” of instructor education and child outcomes in junior kindergarten: A comparison of certified teachers and early childhood educators. Journal of Research in Childhood Education, 14, 78–85.
Crowson, R. L. (1998). Community empowerment and the public schools: Can educational professionalism survive? Peabody Journal of Education, 73(1), 56–68.
Cuban, L. (2001). Oversold and underused: Computers in the classroom. Cambridge, MA: Harvard University Press.
Darling-Hammond, L. (1998). Teacher learning that supports student learning. Educational Leadership, 55, 6–11.
Darling-Hammond, L. (1999). Teaching quality and student achievement: A review of state policy evidence. Seattle, WA: Center for the Study of Teaching and Policy, University of Washington.
Davis, N. (1992). Information technology in United Kingdom initial teacher education, 1982–1992. Journal of Information Technology for Teacher Education, 1(1), 7–21.
Delpit, L. D. (1988). The silenced dialogue: Power and pedagogy in educating other people’s children. Harvard Education Review, 58, 280–298.
Downer, J. (2009). Teacher characteristics associated with responsiveness and exposure to consultation and online professional development resources. Early Education and Development, 20, 431–455.
Drijvers, P. (2010). The role of handheld technology in the mathematics classroom. The International Journal on Mathematics Education, 42, 665–666.
Duhaney, D. C. (2001). Teacher education: Preparing teachers to integrate technology. International Journal of Instructional Media, 28(1), 23–29.
Ellis, R., Jones, E., Okpala, C. O., & Smith, F. (2000). A clear link between school and teacher characteristics, student demographics, and student achievement. Education, 120(3), 487–495.
English, L. D. (Ed.). (2004). Mathematical and analogical reasoning of young learners. Mahwah, NJ: Lawrence Erlbaum Associates.
Epstein, J. L., & Van Voorhis, F. L. (2001). More than minutes: Teachers’ roles in designing homework. Educational Psychologist, 36, 181–194.
Furner, J. M., & Berman, B. T. (2003). Mathematics anxiety: Overcoming a major obstacle to the improvement of student mathematics performance. Childhood Education, 79, 170–175.
Fuson, K. C., & Briars, D. J. (1990). Using a base-ten blocks learning/teaching approach for first-and second-grade place-value and multidigit addition and subtraction. Journal for Research in Mathematics Education, 21, 180–206.
Gebbie, D., Ceglowski, D., Taylor, L., & Miels, J. (2012). The role of teacher efficacy in strengthening classroom support for preschool children with disabilities: Who exhibit challenging behaviors. Early Childhood Education Journal, 40(1), 35–46.
Goddard, R. D., Hoy, W. K., & Woolfolk, H. A. (2004). Collective efficacy beliefs: Theoretical developments, empirical evidence and future directions. Educational Researcher, 33(3), 3–13.
Goddard, R. D., & Skrla, L. (2006). The influence of school and social composition on teachers’ collective efficacy beliefs. Educational Administration Quarterly, 42, 216–235.
Good, T. L., McCaslin, M., Tsang, H., Zhang, J., Wiley, C. R. H., Bozack, A. R., & Hester, W. (2006). How well do 1st-year teachers teach: Does type of preparation make a difference? Journal of Teacher Education, 257, 410–430.
Greenes, C. (1999). Ready to learn: Developing young children’s mathematical learning. In J. Copley (Ed.), Mathematics in the early years (pp. 39–47). Reston, VA: National Council of Teachers of Mathematics.
Greenwald, R., Hedges, L. V., & Laine, R. D. (1996). The effect of school resources on student achievement. Review of Educational Research, 66, 361–396.
Grieve, A. M. (2010). Exploring the characteristics of ‘teachers for excellence’: Teachers’ own perceptions. European Journal of Teacher Education, 33, 265–277.
Griffin, S. A., Case, R., & Siegler, R. S. (1996). Evaluating the breadth and depth of transfer effects when central conceptual structures are taught. Society for Research in Child Development Monographs, 59, 90–113.
Grupe, L. A., & Bray, N. W. (1999). What role do manipulatives play in kindergartners’ accuracy and strategy use when solving simple addition problems? Paper presented at the 1999 biennial meeting of the Society for Research in Child Development, Albuquerque, NM.
Hanushek, E. (1986). The economics of schooling: Production and efficiency in public schools. Journal of Economic Literature, 24, 1141–1178.
Hanushek, E. A. (1997). Assessing the effects of school resources on student performance: An update. Educational Evaluation and Policy Analysis, 19, 141–164.
Higginson, W., Phillips, E., & Upitis, R. (1997). Creative mathematics: Exploring children’s understanding. London: Routledge.
Hindman, A. H., Skibbe, L. E., & Morrison, F. J. (2010). Teacher outreach to families across the transition to school: An examination of teachers’ practices and their unique contribution to children’s early academic outcomes. Retrieved from http://www.springerlink.com/content/w775m0532k647981/.
Hitchcock, C. H., & Noonan, M. J. (2000). Computer-assisted instruction of early academic skills. Topics in Early Childhood Special Education, 20(3), 145–159.
Honig, A. S., & Hirallal, A. (1998). Which counts more for excellence in childcare staff—Years in service, education level or ECE coursework? Early Child Development and Care, 145, 31–46.
Howes, C., Galinsky, E., Shinn, M., Gulcur, L., Clements, M., Sibley, A., et al. (1998). The Florida Child Care Quality Improvement Study: 1996 report. New York: Families and Work Institute.
Howes, C., Philips, D. A., & Whitebook, M. (1992). Teacher characteristics and effective teaching in child care: Findings from the National Child Care Staffing Study. Child and Youth Care Forum, 21, 399–414.
Hoy, W. K., Tarter, C. J., & Hoy, A. W. (2006). Academia optimism of schools: A force for student achievement. American Educational Research Journal, 43, 425–446.
Huang, F. L. (2009). Is experience the best teacher? A multilevel analysis of teacher characteristics and student achievement in low performing schools. Educational Assessment, Evaluation and Accountability, 21, 209–234.
Hungate, H. (1986). Computers in the kindergarten. The Computing Teacher, 9, 15–18.
Huttenlocher, J., Jordan, N., & Levine, S. C. (1994). A mental model for early arithmetic. Journal of Educational Psychology: General, 123, 284–296.
Jung, E. (2011). Predicting elementary student outcomes from student and teacher characteristics. Journal of Research in Education, 21(1), 1–12.
Jung, E., & Han, H. S. (2013). Teacher outreach efforts and reading achievement in kindergarten. Journal of Research in Childhood Education, 27(1), 93–110.
Karp, K., & Voltz, D. (2000). Weaving mathematics instructional strategies into inclusive settings. Intervention in School and Clinic, 35, 206–215.
Kessel, C., Epstein, J., & Keynes, M. (Eds.). (2002). The mathematical education of teachers. Washington, DC: Conference Board of Mathematical Sciences.
Krajewski, K. (2005). Prediction of mathematical (dis-) abilities in primary school: A 4-year German longitudinal study from kindergarten to grade 4. Paper presented at the biennial meeting of the Society for Research in Child Development, Atlanta, GA.
Lee, V. E., & Smith, J. B. (1996). Social support and achievement for young adolescents in Chicago: The role of school academic press. American Educational Research Journal, 36, 907–945.
Lee, V. E., Burkam, D.T., Ready, D. D., Honigman, J., & Meisels, S. J. (2006). Full-day versus half-day kindergarten: In which program do children learn more? American Journal of Education, 112, 163–208.
Lin, C.-H. (2012). Application of a model for the integration of technology in kindergarten: An empirical investigation in Taiwan. Early Childhood Education Journal, 40(1), 5–17.
Lin, Q., & Yan, W. (2005). Parent involvement and mathematics achievement: Contrast across racial and ethnic groups. The Journal of Educational Research, 99, 116–175.
Logan, L., & Sachs, J. (1992). Changing teacher education through technology: A study of the remote area teacher education project. Journal of Information and Teacher Education, 1(2), 189–200. Retrieved from http://rice.edn.deakin.edu.au/Archives/JITTE/j124.htm.
McCarty, F., Lambert, R., & Abbott-Shim, M. (1998). An examination of teacher beliefs and practices and their relationship to head start classroom quality (NHSA dialog: A research-to-practice). Journal for the Early Intervention Field, 2(1), 91–94.
McCollister, T. S., Burts, D. C., Wright, V. L., & Hildreth, G. J. (1986). Effects of computer-assisted instruction and teacher-assisted instruction on arithmetic task achievement scores of kindergarten children. Journal of Educational Research, 80, 283–297.
McLaughlin, M., & Mitra, D. (2000). Theory-based change and change-based theory: Going deeper, going broader. Unpublished paper, Stanford University, Stanford, CA.
McMunn, N., McColskey, W., & Butler, S. (2004). Building teacher capacity in classroom assessment to improve student learning. International Journal of Educational Policy, Research, & Practice, 4(4), 25–48.
Mix, K., Huttenlocher, J., & Levine, S. (2002). Quantitative development in infancy and early childhood. New York: Oxford University Press.
National Center for Education Statistics. (1999). Highlights from TIMSS: Overview and key findings across grade levels. Washington, DC: Office of Educational Research and Improvement, U.S. Department of Education.
National Center for Education Statistics. (2001). The nation’s report card: 2000 mathematics assessment results. Retrieved from http://nces.ed.gov/nationsreportcard/.
National Center for Education Statistics. (2002). The condition of education 2002 (NCES 2002-025). Washington, DC: U.S. Government Printing Office.
National Commission on Teaching and America’s Future. (1996). What matters most: Teaching for America’s future. New York: Author.
National Mathematics Panel. (2008). Foundations for success: The final report of the National Mathematics Advisory Panel. Washington, DC: U.S. Department of Education.
National Research Council. (2001). Adding it up: Helping children learn mathematics. Washington, DC: National Academy Press.
O’Neil, H. F., Jr, Sugrue, B., & Baker, E. L. (1996). Effects of motivational interventions on the National Assessment of Educational Progress mathematics performance. Educational Assessment, 3, 135–157.
O’Neil, R., Welsh, M., Parke, R. D., Wang, S., & Strand, C. (1997). A longitudinal assessment of the academic correlates of early peer acceptance and rejection. Journal of Clinical Child Psychology, 26, 290–303.
Padron, Y. N., & Waxman, H. C. (2012). Classroom observations of teaching and learning with technology in elementary school mathematics classrooms serving ELLs. International Journal of Instructional Media, 39(1), 45–54.
Pas, E. T., Bradshaw, C. P., & Hershfeldt, P. A. (2012). Teacher- and school-level predictors of teacher efficacy and burnout: Identifying potential areas for support. Journal of School Psychology, 50, 129–145.
Pianta, R., Laparo, K., Payne, C., Cox, M., & Bradley, R. (2002). The relation of kindergarten classroom environment to teacher, family, and school characteristics and child outcomes. Elementary School Journal, 102, 225–238.
Potari, D. (2012). The complexity of mathematics teaching and learning in mathematics teacher education and research. Journal of Mathematics Teacher Education, 15(2), 97–101.
Ramey, S. L., & Ramey, C. T. (1994). The transition to school: Why the first few years matter for a lifetime. Phi Delta Kappan, 76, 194–200.
Raudenbush, W. R., & Bryk, A. S. (2002). Hierarchical linear models: Applications and data analysis methods (2nd ed.). London: Sage.
Roschelle, J. M., Pea, R. D., Hoadley, C. M., Gordin, D. N., & Means, B. M. (2000). Changing how and what children learn in school with computer-based technologies. The Future of Children, 10(2), 76–82.
Saam, J., & Nowak, J. A. (2005). The effects of full-day versus half-day kindergarten on the achievement of students with low/moderate income status. Journal of Research in Childhood Education, 20, 27–37.
Sarama, J., & Clements, D. (2003). Building blocks of early childhood mathematics. Teaching Children Mathematics, 8, 480–484.
Sarama, J., & Clements, D. (2008). Mathematics in early childhood. In O. N. Saracho & B. Spodek (Series Eds.), O. N. Saracho & B. Spodek (Vol. Eds.), Contemporary perspectives in early childhood education: Mathematics in early childhood education (pp. 67–94). Greenwich, CT: Information Age.
Sarama, J., & Clements, D. H. (2008, April). Mathematics knowledge of low-income entering pre-schoolers. Paper presented at the annual meeting of the American Educational Research Association, Montreal, Canada.
Sarama, J., & Clements, D. H. (2009). Early childhood mathematics educational research: Learning trajectories for young children. New York: Routledge.
Sheldon, S. B., & Epstein, J. L. (2005). Involvement counts: Family and community partnerships and mathematics achievement. The Journal of Educational Research, 98, 196–207.
Soltis, J. F. (Ed.). (1987). Reforming teacher education: The impact of the Holmes Group report. New York: Teachers College Press.
Sophian, C. (1997). Beyond competence: The significance of performance for conceptual development. Cognitive Development, 12, 218–303.
Steffe, L. P., & Cobb, P. (1988). Construction of arithmetical meanings and strategies. New York: Springer.
Tschannen-Moran, M., Woolfolk, A., & Hoy, W. (1998). Teacher efficacy: Its meaning and measure. Review of Educational Research, 68, 202–248.
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Jung, E., Brown, E.T. & Karp, K.S. Role of teacher characteristics and school resources in early mathematics learning. Learning Environ Res 17, 209–228 (2014). https://doi.org/10.1007/s10984-014-9159-9
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DOI: https://doi.org/10.1007/s10984-014-9159-9