IDEAS home Printed from https://ideas.repec.org/a/spr/jopoec/v30y2017i4d10.1007_s00148-017-0638-z.html
   My bibliography  Save this article

Gender gaps in early educational achievement

Author

Listed:
  • Deborah A. Cobb-Clark

    (The University of Melbourne
    Institute for the Study of Labor (IZA)
    ARC Centre of Excellence for Children and Families Over the Life Course)

  • Julie Moschion

    (The University of Melbourne
    ARC Centre of Excellence for Children and Families Over the Life Course
    University of Nanterre)

Abstract

This paper analyzes the source of the gender gap in third-grade numeracy and reading. We adopt an Oaxaca-Blinder approach and decompose the gender gap in educational achievement into endowment and response components. Our estimation relies on unusually rich panel data from the Longitudinal Survey of Australian Children in which information on child development reported by parents and teachers is linked to each child’s results on a national, standardized achievement test. We find that girls in low- and middle-socio-economic-status (SES) families have an advantage in reading, while boys in high-SES families have an advantage in numeracy. Girls score higher on their third-grade reading tests in large part because they were more ready for school at age 4 and had better teacher-assessed literacy skills in kindergarten. Boys’ advantage in numeracy occurs because they achieve higher numeracy test scores than girls with the same education-related characteristics.

Suggested Citation

  • Deborah A. Cobb-Clark & Julie Moschion, 2017. "Gender gaps in early educational achievement," Journal of Population Economics, Springer;European Society for Population Economics, vol. 30(4), pages 1093-1134, October.
    • Handle: RePEc:spr:jopoec:v:30:y:2017:i:4:d:10.1007_s00148-017-0638-z
    DOI: 10.1007/s00148-017-0638-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s00148-017-0638-z
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s00148-017-0638-z?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Terrier, Camille, 2020. "Boys lag behind: How teachers’ gender biases affect student achievement," Economics of Education Review, Elsevier, vol. 77(C).
    2. Elsner, Benjamin & Isphording, Ingo, 2015. "Big Fishes in Small Ponds: Ability Rank and Human Capital Investment," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112928, Verein für Socialpolitik / German Economic Association.
    3. Steven G. Rivkin & Eric A. Hanushek & John F. Kain, 2005. "Teachers, Schools, and Academic Achievement," Econometrica, Econometric Society, vol. 73(2), pages 417-458, March.
    4. Benjamin Elsner & Ingo E. Isphording, 2017. "A Big Fish in a Small Pond: Ability Rank and Human Capital Investment," Journal of Labor Economics, University of Chicago Press, vol. 35(3), pages 787-828.
    5. Marianne Bertrand & Jessica Pan, 2013. "The Trouble with Boys: Social Influences and the Gender Gap in Disruptive Behavior," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 32-64, January.
    6. Almond, Douglas & Currie, Janet, 2011. "Human Capital Development before Age Five," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 15, pages 1315-1486, Elsevier.
    7. F. L. Jones, 1983. "On Decomposing the Wage Gap: A Critical Comment on Blinder's Method," Journal of Human Resources, University of Wisconsin Press, vol. 18(1), pages 126-130.
    8. 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.
    9. 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.
    10. Fitzpatrick Maria D, 2008. "Starting School at Four: The Effect of Universal Pre-Kindergarten on Children's Academic Achievement," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 8(1), pages 1-40, November.
    11. Pinka Chatterji & Dohyung Kim & Kajal Lahiri, 2014. "Birth Weight And Academic Achievement In Childhood," Health Economics, John Wiley & Sons, Ltd., vol. 23(9), pages 1013-1035, September.
    12. 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.
    13. Kautz, Tim & Heckman, James J. & Diris, Ron & ter Weel, Bas & Borghans, Lex, 2014. "Fostering and Measuring Skills: Improving Cognitive and Non-Cognitive Skills to Promote Lifetime Success," IZA Discussion Papers 8696, Institute of Labor Economics (IZA).
    14. Apps, Patricia & Mendolia, Silvia & Walker, Ian, 2013. "The impact of pre-school on adolescents’ outcomes: Evidence from a recent English cohort," Economics of Education Review, Elsevier, vol. 37(C), pages 183-199.
    15. M. Anne Hill & June O'Neill, 1994. "Family Endowments and the Achievement of Young Children with Special Reference to the Underclass," Journal of Human Resources, University of Wisconsin Press, vol. 29(4), pages 1064-1100.
    16. 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.
    17. Devin G. Pope & Justin R. Sydnor, 2010. "Geographic Variation in the Gender Differences in Test Scores," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 95-108, Spring.
    18. Janet Currie, 2009. "Healthy, Wealthy, and Wise: Socioeconomic Status, Poor Health in Childhood, and Human Capital Development," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 87-122, March.
    19. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    20. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    21. Christopher Cornwell & David B. Mustard & Jessica Van Parys, 2013. "Noncognitive Skills and the Gender Disparities in Test Scores and Teacher Assessments: Evidence from Primary School," Journal of Human Resources, University of Wisconsin Press, vol. 48(1), pages 236-264.
    22. 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.
    23. David Autor & David Figlio & Krzysztof Karbownik & Jeffrey Roth & Melanie Wasserman, 2019. "Family Disadvantage and the Gender Gap in Behavioral and Educational Outcomes," American Economic Journal: Applied Economics, American Economic Association, vol. 11(3), pages 338-381, July.
    24. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 453-479, December.
    25. Janet Currie & Enrico Moretti, 2007. "Biology as Destiny? Short- and Long-Run Determinants of Intergenerational Transmission of Birth Weight," Journal of Labor Economics, University of Chicago Press, vol. 25(2), pages 231-264.
    26. Miles Corak, 2006. "Do Poor Children Become Poor Adults? Lessons from a Cross-Country Comparison of Generational Earnings Mobility," Research on Economic Inequality, in: Dynamics of Inequality and Poverty, pages 143-188, Emerald Group Publishing Limited.
    27. 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.
    28. 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.
    29. Thomas S. Dee, 2007. "Teachers and the Gender Gaps in Student Achievement," Journal of Human Resources, University of Wisconsin Press, vol. 42(3).
    30. F. L. Jones & Julie McMillan, 2001. "Scoring Occupational Categories for Social Research: A Review of Current Practice, with Australian Examples," Work, Employment & Society, British Sociological Association, vol. 15(3), pages 539-563, September.
    31. Husain, Muna & Millimet, Daniel L., 2009. "The mythical 'boy crisis'?," Economics of Education Review, Elsevier, vol. 28(1), pages 38-48, February.
    32. Natalia Nollenberger & Núria Rodríguez-Planas & Almudena Sevilla, 2016. "The Math Gender Gap: The Role of Culture," American Economic Review, American Economic Association, vol. 106(5), pages 257-261, May.
    33. David Neumark, 1988. "Employers' Discriminatory Behavior and the Estimation of Wage Discrimination," Journal of Human Resources, University of Wisconsin Press, vol. 23(3), pages 279-295.
    34. David Johnston & Michael Nicholls & Manisha Shah & Michael Shields, 2009. "Nature’s experiment? Handedness and early childhood development," Demography, Springer;Population Association of America (PAA), vol. 46(2), pages 281-301, May.
    35. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    36. Ronald L. Oaxaca & Michael R. Ransom, 1999. "Identification in Detailed Wage Decompositions," The Review of Economics and Statistics, MIT Press, vol. 81(1), pages 154-157, February.
    37. Arleen Leibowitz, 1977. "Parental Inputs and Children's Achievement," Journal of Human Resources, University of Wisconsin Press, vol. 12(2), pages 242-251.
    38. Andrew Leigh & Xiaodong Gong, 2009. "Estimating cognitive gaps between Indigenous and non-Indigenous Australians," Education Economics, Taylor & Francis Journals, vol. 17(2), pages 239-261.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Gevrek, Z. Eylem & Gevrek, Deniz & Neumeier, Christian, 2020. "Explaining the gender gaps in mathematics achievement and attitudes: The role of societal gender equality," Economics of Education Review, Elsevier, vol. 76(C).
    2. Hofmeyr, Heleen, 2022. "Why do girls do better? Unpacking South Africa’s gender gap in PIRLS and TIMSS," International Journal of Educational Development, Elsevier, vol. 94(C).
    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. Katie Meara & Francesco Pastore & Allan Webster, 2020. "The gender pay gap in the USA: a matching study," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(1), pages 271-305, January.
    5. Thomas Breda & Joyce Sultan Parraud & Lola Touitou, 2024. "Early Gendered Performance Gaps in Math: An Investigation on French Data," Institut des Politiques Publiques halshs-04414597, HAL.
    6. Warn N. Lekfuangfu & Grace Lordan, 2023. "Documenting occupational sorting by gender in the UK across three cohorts: does a grand convergence rely on societal movements?," Empirical Economics, Springer, vol. 64(5), pages 2215-2256, May.
    7. Hamid NoghaniBehambari & Nahid Tavassoli & Farzaneh Noghani, 2021. "Intergenerational transmission of culture among immigrants: Gender gap in education among first and second generations," Papers 2101.05364, arXiv.org.
    8. NoghaniBehambari, Hamid & Tavassoli, Nahid & noghani, farzaneh, 2020. "Intergenerational Transmission of Culture among Immigrants: Gender Gap in Education among First and Second Generations," MPRA Paper 105265, University Library of Munich, Germany.
    9. Rendall, Michelle & Parasnis, Jaai & Paterson, Molly, 2022. "Gender, Income, and Numeracy Test Scores," CEPR Discussion Papers 16895, C.E.P.R. Discussion Papers.
    10. Rebekka Rühle, 2022. "Mind the gap – an analysis of gender differences in mathematics and science achievement in South Africa," Working Papers 04/2022, Stellenbosch University, Department of Economics.
    11. tavassoli, nahid & noghani, farzaneh & noghanibehambari, hamid, 2022. "Gender Gap in Education as a Portable Cultural Element: Evidence from First and Second Generation Immigrants," MPRA Paper 113514, University Library of Munich, Germany.
    12. Doruk, Ömer Tuğsal & Pastore, Francesco, 2020. "Gender Wage Gap - A Matching Analysis for Three MENA Countries: Egypt, Jordan and Turkey," IZA Discussion Papers 13934, Institute of Labor Economics (IZA).
    13. Heleen Hofmeyr, 2020. "South Africa’s Pro-Girl Gap in PIRLS and TIMSS: How Much Can Be Explained?," Working Papers 17/2020, Stellenbosch University, Department of Economics.
    14. Rodríguez-Planas, Núria & Nollenberger, Natalia, 2018. "Let the girls learn! It is not only about math … it's about gender social norms," Economics of Education Review, Elsevier, vol. 62(C), pages 230-253.
    15. Guo, Hao & Hu, Chenxu & Ding, Xiaozhou, 2022. "Son preference, intrahousehold discrimination, and the gender gap in education in China," International Review of Economics & Finance, Elsevier, vol. 79(C), pages 324-339.

    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. 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.
    2. Nguyen, Ha, 2015. "The evolution of the gender test score gap through seventh grade: New insights from Australia using quantile regression and decomposition," MPRA Paper 67586, University Library of Munich, Germany.
    3. Shelly Lundberg, 2020. "Educational gender gaps," Southern Economic Journal, John Wiley & Sons, vol. 87(2), pages 416-439, October.
    4. 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).
    5. Sonja C. Kassenboehmer & Mathias G. Sinning, 2014. "Distributional Changes in the Gender Wage Gap," ILR Review, Cornell University, ILR School, vol. 67(2), pages 335-361, April.
    6. Nguyen, Ha Trong & Brinkman, Sally & Le, Huong Thu & Zubrick, Stephen R. & Mitrou, Francis, 2022. "Gender differences in time allocation contribute to differences in developmental outcomes in children and adolescents," Economics of Education Review, Elsevier, vol. 89(C).
    7. Letizia Mencarini & Silvia Pasqua & Agnese Romiti, 2019. "Single-mother families and the gender gap in children’s time investment and non-cognitive skills," Review of Economics of the Household, Springer, vol. 17(1), pages 149-176, March.
    8. Marianna Battaglia & Marisa Hidalgo-Hidalgo, 2020. "Non-Cognitive Skills and Remedial Education: Good News for Girls," Working Papers 20.10, Universidad Pablo de Olavide, Department of Economics.
    9. Foley, Kelly, 2017. "The gender gap in university participation: What role do skills and parents play?," CLEF Working Paper Series 8, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    10. Graetz, Georg & Karimi, Arizo, 2022. "Gender gap variation across assessment types: Explanations and implications," Economics of Education Review, Elsevier, vol. 91(C).
    11. 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.
    12. Oscar Molina Tejerina & Luis Castro Peñarrieta, 2020. "Unexplained Wage Gaps in the Tradable and Nontradable Sectors: Cross-Sectional Evidence by Gender in Bolivia," Investigación & Desarrollo 0120, Universidad Privada Boliviana, revised Nov 2020.
    13. Zhang, Li & Sharpe, Rhonda Vonshay & Li, Shi & Darity, William A., 2016. "Wage differentials between urban and rural-urban migrant workers in China," China Economic Review, Elsevier, vol. 41(C), pages 222-233.
    14. Gevrek, Z. Eylem & Gevrek, Deniz & Neumeier, Christian, 2020. "Explaining the gender gaps in mathematics achievement and attitudes: The role of societal gender equality," Economics of Education Review, Elsevier, vol. 76(C).
    15. Shulamit Kahn & Donna Ginther, 2017. "Women and STEM," NBER Working Papers 23525, National Bureau of Economic Research, Inc.
    16. Anna Adamecz & Morag Henderson & Nikki Shure, 2024. "Intergenerational educational mobility – The role of non-cognitive skills," Education Economics, Taylor & Francis Journals, vol. 32(1), pages 59-78, January.
    17. Dustmann, Christian & Ku, Hyejin & Kwak, Do Won, 2018. "Why Are Single-Sex Schools Successful?," Labour Economics, Elsevier, vol. 54(C), pages 79-99.
    18. Rakshit, Sonali & Sahoo, Soham, 2023. "Biased teachers and gender gap in learning outcomes: Evidence from India," Journal of Development Economics, Elsevier, vol. 161(C).
    19. Golsteyn, Bart H.H. & Schils, Trudie, 2014. "Gender gaps in primary school achievement," Economics of Education Review, Elsevier, vol. 41(C), pages 176-187.
    20. Elder, Todd E. & Goddeeris, John H. & Haider, Steven J., 2010. "Unexplained gaps and Oaxaca-Blinder decompositions," Labour Economics, Elsevier, vol. 17(1), pages 284-290, January.

    More about this item

    Keywords

    Gender gaps; Educational achievement; Education; Australia;
    All these keywords.

    JEL classification:

    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality

    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:spr:jopoec:v:30:y:2017:i:4:d:10.1007_s00148-017-0638-z. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.