IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp5973.html
   My bibliography  Save this paper

Non-cognitive Skills and the Gender Disparities in Test Scores and Teacher Assessments: Evidence from Primary School

Author

Listed:
  • Cornwell, Christopher

    (University of Georgia)

  • Mustard, David B.

    (University of Georgia)

  • Van Parys, Jessica

    (Columbia University)

Abstract

We extend the analysis of early-emerging gender differences in academic achievement to include both (objective) test scores and (subjective) teacher assessments. Using data from the 1998-99 ECLS-K cohort, we show that the grades awarded by teachers are not aligned with test scores, with the disparities in grading exceeding those in testing outcomes and uniformly favoring girls, and that the misalignment of grades and test scores can be linked to gender differences in non-cognitive development. Girls in every racial category outperform boys on reading tests and the differences are statistically significant in every case except for black fifth-graders. Boys score at least as well on math and science tests as girls, with the strongest evidence of a gender gap appearing among whites. However, boys in all racial categories across all subject areas are not represented in grade distributions where their test scores would predict. Even those boys who perform equally as well as girls on reading, math and science tests are nevertheless graded less favorably by their teachers, but this less favorable treatment essentially vanishes when non-cognitive skills are taken into account. White boys who perform on par with white girls on these subject-area tests and exhibit the same non-cognitive skill level are graded similarly. For some specifications there is evidence of a grade "bonus" for white boys with test scores and behavior like their girl counterparts. While the evidence is a little weaker for blacks and Hispanics, the message is essentially the same.

Suggested Citation

  • Cornwell, Christopher & Mustard, David B. & Van Parys, Jessica, 2011. "Non-cognitive Skills and the Gender Disparities in Test Scores and Teacher Assessments: Evidence from Primary School," IZA Discussion Papers 5973, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp5973
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp5973.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Anderson, Michael L, 2008. "Multiple Inference and Gender Differences in the Effects of Early Intervention: A Reevaluation of the Abecedarian, Perry Preschool, and Early Training Projects," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt15n8j26f, Department of Agricultural & Resource Economics, UC Berkeley.
    2. Claudia Goldin & Lawrence F. Katz & Ilyana Kuziemko, 2006. "The Homecoming of American College Women: The Reversal of the College Gender Gap," Journal of Economic Perspectives, American Economic Association, vol. 20(4), pages 133-156, Fall.
    3. Victor Lavy & Analia Schlosser, 2011. "Mechanisms and Impacts of Gender Peer Effects at School," American Economic Journal: Applied Economics, American Economic Association, vol. 3(2), pages 1-33, April.
    4. Julian R. Betts & Darlene Morell, 1999. "The Determinants of Undergraduate Grade Point Average: The Relative Importance of Family Background, High School Resources, and Peer Group Effects," Journal of Human Resources, University of Wisconsin Press, vol. 34(2), pages 268-293.
    5. Loury, Linda Datcher, 2004. "Siblings and gender differences in African-American college attendance," Economics of Education Review, Elsevier, vol. 23(3), pages 213-219, June.
    6. Brian A. Jacob, 2002. "Where the boys aren't: Non-cognitive skills, returns to school and the gender gap in higher education," NBER Working Papers 8964, National Bureau of Economic Research, Inc.
    7. Simon Burgess & Ellen Greaves, 2013. "Test Scores, Subjective Assessment, and Stereotyping of Ethnic Minorities," Journal of Labor Economics, University of Chicago Press, vol. 31(3), pages 535-576.
    8. James J. Heckman & Paul A. LaFontaine, 2010. "The American High School Graduation Rate: Trends and Levels," The Review of Economics and Statistics, MIT Press, vol. 92(2), pages 244-262, May.
    9. Cho, Donghun, 2007. "The role of high school performance in explaining women's rising college enrollment," Economics of Education Review, Elsevier, vol. 26(4), pages 450-462, August.
    10. Jacob, Brian A., 2002. "Where the boys aren't: non-cognitive skills, returns to school and the gender gap in higher education," Economics of Education Review, Elsevier, vol. 21(6), pages 589-598, December.
    11. Anderson, Michael L., 2008. "Multiple Inference and Gender Differences in the Effects of Early Intervention: A Reevaluation of the Abecedarian, Perry Preschool, and Early Training Projects," Journal of the American Statistical Association, American Statistical Association, vol. 103(484), pages 1481-1495.
    12. Eric A. Hanushek & Steven G. Rivkin, 2010. "Generalizations about Using Value-Added Measures of Teacher Quality," American Economic Review, American Economic Association, vol. 100(2), pages 267-271, May.
    13. Roland G. Fryer & Steven D. Levitt, 2010. "An Empirical Analysis of the Gender Gap in Mathematics," American Economic Journal: Applied Economics, American Economic Association, vol. 2(2), pages 210-240, April.
    14. Claessens, Amy & Duncan, Greg & Engel, Mimi, 2009. "Kindergarten skills and fifth-grade achievement: Evidence from the ECLS-K," Economics of Education Review, Elsevier, vol. 28(4), pages 415-427, August.
    15. Zeman, Klarka & Frenette, Marc, 2007. "Why Are Most University Students Women? Evidence Based on Academic Performance, Study Habits and Parental Influences," Analytical Studies Branch Research Paper Series 2007303e, Statistics Canada, Analytical Studies Branch.
    16. Victor Lavy & Analía Schlosser, 2011. "Corrigendum: Mechanisms and Impacts of Gender Peer Effects at School," American Economic Journal: Applied Economics, American Economic Association, vol. 3(3), pages 268-268, July.
    17. Roland G. Fryer & Steven D. Levitt, 2004. "Understanding the Black-White Test Score Gap in the First Two Years of School," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 447-464, May.
    18. Holmlund, Helena & Sund, Krister, 2008. "Is the gender gap in school performance affected by the sex of the teacher," Labour Economics, Elsevier, vol. 15(1), pages 37-53, February.
    19. Lavy, Victor, 2008. "Do gender stereotypes reduce girls' or boys' human capital outcomes? Evidence from a natural experiment," Journal of Public Economics, Elsevier, vol. 92(10-11), pages 2083-2105, October.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Delaney, Judith M. & Devereux, Paul J., 2021. "Gender and Educational Achievement: Stylized Facts and Causal Evidence," IZA Discussion Papers 14074, Institute of Labor Economics (IZA).
    2. Mohammed Ibrahim Aldaghir, 2018. "Do Morning Classes Improve Student Learning of Microeconomics Principles?," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 24(2), pages 163-177, May.
    3. Huong Thu Le & Ha Trong Nguyen, 2018. "The evolution of the gender test score gap through seventh grade: new insights from Australia using unconditional quantile regression and decomposition," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-42, December.
    4. Pekkarinen, Tuomas, 2012. "Gender Differences in Education," IZA Discussion Papers 6390, Institute of Labor Economics (IZA).
    5. Dustmann, Christian & Ku, Hyejin & Kwak, Do Won, 2018. "Why Are Single-Sex Schools Successful?," Labour Economics, Elsevier, vol. 54(C), pages 79-99.
    6. Rodríguez-Planas, Nuria & Sanz-de-Galdeano, Anna & Terskaya, Anastasia, 2022. "Gender norms in high school: Impacts on risky behaviors from adolescence to adulthood," Journal of Economic Behavior & Organization, Elsevier, vol. 196(C), pages 429-456.
    7. Takao Kato & Yang Song, 2022. "Advising, gender, and performance: Evidence from a university with exogenous adviser–student gender match," Economic Inquiry, Western Economic Association International, vol. 60(1), pages 121-141, January.
    8. Michael Baker & Kevin Milligan, 2016. "Boy-Girl Differences in Parental Time Investments: Evidence from Three Countries," Journal of Human Capital, University of Chicago Press, vol. 10(4), pages 399-441.
    9. Eisenkopf, Gerald & Hessami, Zohal & Fischbacher, Urs & Ursprung, Heinrich W., 2015. "Academic performance and single-sex schooling: Evidence from a natural experiment in Switzerland," Journal of Economic Behavior & Organization, Elsevier, vol. 115(C), pages 123-143.
    10. Rodríguez-Planas, Núria & Sanz-de-Galdeano, Anna & Terskaya, Anastasia, 2018. "Independent Thinking and Hard Working, or Caring and Well Behaved? Short- and Long-Term Impacts of Gender Identity Norms," IZA Discussion Papers 11694, Institute of Labor Economics (IZA).
    11. Rita Pető & Balázs Reizer, 2021. "Gender differences in the skill content of jobs," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(3), pages 825-864, July.
    12. Paredes, Valentina, 2014. "A teacher like me or a student like me? Role model versus teacher bias effect," Economics of Education Review, Elsevier, vol. 39(C), pages 38-49.
    13. Louis N. Christofides & Michael Hoy & Joniada Milla & Thanasis Stengos, 2012. "The Implication of Peer and Parental Influences on University Attendance: A Gender Comparison," Working Papers 1201, University of Guelph, Department of Economics and Finance.
    14. Patterson, Richard W. & Patterson, Robert M., 2017. "Computers and productivity: Evidence from laptop use in the college classroom," Economics of Education Review, Elsevier, vol. 57(C), pages 66-79.
    15. Abramitzky, Ran & Lavy, Victor & Pérez, Santiago, 2021. "The long-term spillover effects of changes in the return to schooling," Journal of Public Economics, Elsevier, vol. 196(C).
    16. Figlio, D. & Karbownik, K. & Salvanes, K.G., 2016. "Education Research and Administrative Data," Handbook of the Economics of Education,, Elsevier.
    17. Lavy, Victor & Sand, Edith, 2015. "On The Origins of Gender Human Capital Gaps: Short and Long Term Consequences of Teachers’ Stereotypical Biases," The Warwick Economics Research Paper Series (TWERPS) 1085, University of Warwick, Department of Economics.
    18. Nicole M. Fortin & Philip Oreopoulos & Shelley Phipps, 2015. "Leaving Boys Behind: Gender Disparities in High Academic Achievement," Journal of Human Resources, University of Wisconsin Press, vol. 50(3), pages 549-579.
    19. Fairlie Robert W., 2016. "Do Boys and Girls Use Computers Differently, and Does It Contribute to Why Boys do Worse in School Than Girls?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 16(1), pages 59-96, January.
    20. Lai, Fang, 2010. "Are boys left behind? The evolution of the gender achievement gap in Beijing's middle schools," Economics of Education Review, Elsevier, vol. 29(3), pages 383-399, June.

    More about this item

    Keywords

    gender differences; test scores; grades; educational attainment;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:iza:izadps:dp5973. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.