IDEAS home Printed from https://ideas.repec.org/p/cca/wchild/98.html
   My bibliography  Save this paper

Tackling the gender gap in mathematics with active learning methodologies

Author

Listed:
  • Maria Laura Di Tommaso
  • Dalit Contini
  • Dalila De Rosa
  • Francesca Ferrara
  • Daniela Piazzalunga
  • Ornella Robutti

Abstract

We implement a teaching methodology aimed at improving primary school children’s mathematical skills. The methodology, grounded in active and cooperative learning, focuses on peer interaction, sharing of ideas, learning from mistakes, and problem solving. We evaluate the causal effect of the intervention on the gender gap in mathematics in Italy with a randomized controlled trial. The treatment significantly improves girls’ math performance (0.14 s.d.), with no impact on boys, and reduces the math gender gap by more than 40%. The effect is stronger for girls with high pre-test scores.

Suggested Citation

  • Maria Laura Di Tommaso & Dalit Contini & Dalila De Rosa & Francesca Ferrara & Daniela Piazzalunga & Ornella Robutti, 2021. "Tackling the gender gap in mathematics with active learning methodologies," CHILD Working Papers Series 98 JEL Classification: I2, Centre for Household, Income, Labour and Demographic Economics (CHILD) - CCA.
  • Handle: RePEc:cca:wchild:98
    as

    Download full text from publisher

    File URL: http://www.child.carloalberto.org/images/documenti/child98_2021.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Schwerdt, Guido & Wuppermann, Amelie C., 2011. "Is traditional teaching really all that bad? A within-student between-subject approach," Economics of Education Review, Elsevier, vol. 30(2), pages 365-379, April.
    2. Sierminska, Eva & Piazzalunga, Daniela & Grabka, Markus M., 2018. "Transitioning towards more equality? Wealth gender differences and the changing role of explanatory factors over time," GLO Discussion Paper Series 252, Global Labor Organization (GLO).
    3. Glenn Ellison & Ashley Swanson, 2010. "The Gender Gap in Secondary School Mathematics at High Achievement Levels: Evidence from the American Mathematics Competitions," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 109-128, Spring.
    4. Michela Carlana, 2019. "Implicit Stereotypes: Evidence from Teachers’ Gender Bias," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1163-1224.
    5. Machin, Stephen & Puhani, Patrick A., 2003. "Subject of degree and the gender wage differential: evidence from the UK and Germany," Economics Letters, Elsevier, vol. 79(3), pages 393-400, June.
    6. Muriel Niederle & Lise Vesterlund, 2010. "Explaining the Gender Gap in Math Test Scores: The Role of Competition," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 129-144, Spring.
    7. Contini Dalit & Di Tommaso Maria Laura & Muratori Caterina & Piazzalunga Daniela & Schiavon Lucia, 2022. "Who Lost the Most? Mathematics Achievement during the COVID-19 Pandemic," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 22(2), pages 399-408, April.
    8. Lippmann, Quentin & Senik, Claudia, 2018. "Math, girls and socialism," Journal of Comparative Economics, Elsevier, vol. 46(3), pages 874-888.
    9. Contini, Dalit & Tommaso, Maria Laura Di & Mendolia, Silvia, 2017. "The gender gap in mathematics achievement: Evidence from Italian data," Economics of Education Review, Elsevier, vol. 58(C), pages 32-42.
    10. Paglin, Morton & Rufolo, Anthony M, 1990. "Heterogeneous Human Capital, Occupational Choice, and Male-Female Earnings Differences," Journal of Labor Economics, University of Chicago Press, vol. 8(1), pages 123-144, January.
    11. Daniela Piazzalunga, 2018. "The Gender Wage Gap Among College Graduates in Italy," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 4(1), pages 33-90, March.
    12. Quentin Lippmann & Claudia Senik, 2018. "Math, Girls and Socialism," Working Papers halshs-01387272, HAL.
    13. Di Tommaso, Maria Laura & Contini, Dalit & De Rosa, Dalila & Piazzalunga, Daniela, 2020. "Tackling the Gender Gap in Math with Active Learning Teaching Practices," Department of Economics and Statistics Cognetti de Martiis. Working Papers 202016, University of Turin.
    14. Victor Lavy, 2016. "Editor's Choice What Makes an Effective Teacher? Quasi-Experimental Evidence," CESifo Economic Studies, CESifo Group, vol. 62(1), pages 88-125.
    15. Sansone, Dario, 2017. "Why does teacher gender matter?," Economics of Education Review, Elsevier, vol. 61(C), pages 9-18.
    16. Raj Chetty & John N. Friedman & Jonah E. Rockoff, 2014. "Measuring the Impacts of Teachers I: Evaluating Bias in Teacher Value-Added Estimates," American Economic Review, American Economic Association, vol. 104(9), pages 2593-2632, September.
    17. Eric A. Hanushek & Marc Piopiunik & Simon Wiederhold, 2019. "The Value of Smarter Teachers: International Evidence on Teacher Cognitive Skills and Student Performance," Journal of Human Resources, University of Wisconsin Press, vol. 54(4), pages 857-899.
    18. Raj Chetty & John N. Friedman & Jonah E. Rockoff, 2014. "Measuring the Impacts of Teachers II: Teacher Value-Added and Student Outcomes in Adulthood," American Economic Review, American Economic Association, vol. 104(9), pages 2633-2679, September.
    19. Glenn Ellison & Ashley Swanson, 2023. "Dynamics of the Gender Gap in High Math Achievement," Journal of Human Resources, University of Wisconsin Press, vol. 58(5), pages 1679-1711.
    20. Dan A. Black & Amelia M. Haviland & Seth G. Sanders & Lowell J. Taylor, 2008. "Gender Wage Disparities among the Highly Educated," Journal of Human Resources, University of Wisconsin Press, vol. 43(3), pages 630-659.
    21. Nicoletti, Cheti & Sevilla, Almudena & Tonei, Valentina, 2022. "Gender stereotypes in the family," LSE Research Online Documents on Economics 118044, London School of Economics and Political Science, LSE Library.
    22. Berlinski, Samuel & Busso, Matias, 2017. "Challenges in educational reform: An experiment on active learning in mathematics," Economics Letters, Elsevier, vol. 156(C), pages 172-175.
    23. Thomas S. Dee, 2007. "Teachers and the Gender Gaps in Student Achievement," Journal of Human Resources, University of Wisconsin Press, vol. 42(3).
    24. Delaney, Judith M. & Devereux, Paul J., 2020. "Math matters! The importance of mathematical and verbal skills for degree performance," Economics Letters, Elsevier, vol. 186(C).
    25. 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.
    26. Quentin Lippmann & Claudia Senik, 2018. "Math, girls and socialism," PSE-Ecole d'économie de Paris (Postprint) halshs-01886562, HAL.
    27. Johan Coenen & Ilja Cornelisz & Wim Groot & Henriette Maassen van den Brink & Chris Van Klaveren, 2018. "Teacher Characteristics And Their Effects On Student Test Scores: A Systematic Review," Journal of Economic Surveys, Wiley Blackwell, vol. 32(3), pages 848-877, July.
    28. 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).
    29. 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.
    30. Grinis, Inna, 2019. "The STEM requirements of “Non-STEM” jobs: Evidence from UK online vacancy postings," Economics of Education Review, Elsevier, vol. 70(C), pages 144-158.
    31. David Card & A. Abigail Payne, 2021. "High School Choices And The Gender Gap In Stem," Economic Inquiry, Western Economic Association International, vol. 59(1), pages 9-28, January.
    32. Sule Alan & Seda Ertac & Ipek Mumcu, 2018. "Gender Stereotypes in the Classroom and Effects on Achievement," The Review of Economics and Statistics, MIT Press, vol. 100(5), pages 876-890, December.
    33. Muriel Niederle & Lise Vesterlund, 2011. "Gender and Competition," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 601-630, September.
    34. Maria Laura Di Tommaso & Anna Maccagnan & Silvia Mendolia, 2021. "Going Beyond Test Scores: The Gender Gap in Italian Children’s Mathematical Capability," Feminist Economics, Taylor & Francis Journals, vol. 27(3), pages 161-187, July.
    35. Sule Alan & Seda Ertac, 2019. "Mitigating the Gender Gap in the Willingness to Compete: Evidence from a Randomized Field Experiment," Journal of the European Economic Association, European Economic Association, vol. 17(4), pages 1147-1185.
    36. Uri Gneezy & Muriel Niederle & Aldo Rustichini, 2003. "Performance in Competitive Environments: Gender Differences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 1049-1074.
    37. 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.
    38. Dossi, Gaia & Figlio, David & Giuliano, Paola & Sapienza, Paola, 2021. "Born in the family: Preferences for boys and the gender gap in math," Journal of Economic Behavior & Organization, Elsevier, vol. 183(C), pages 175-188.
    39. Iriberri, Nagore & Rey-Biel, Pedro, 2021. "Brave boys and play-it-safe girls: Gender differences in willingness to guess in a large scale natural field experiment," European Economic Review, Elsevier, vol. 131(C).
    40. 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.
    41. Francesconi, Marco & Parey, Matthias, 2018. "Early gender gaps among university graduates," European Economic Review, Elsevier, vol. 109(C), pages 63-82.
    42. Battisti, Michele & Kinne, Lavinia & Fedorets, Alexandra, 2022. "Cognitive Skills among Adults: An Impeding Factor for Gender Convergence?," VfS Annual Conference 2022 (Basel): Big Data in Economics 264110, Verein für Socialpolitik / German Economic Association.
    43. Devereux, Paul J. & Delaney, Judith, 2019. "Understanding Gender Differences in STEM: Evidence from College Applications," CEPR Discussion Papers 13558, C.E.P.R. Discussion Papers.
    44. Bietenbeck, Jan, 2014. "Teaching practices and cognitive skills," Labour Economics, Elsevier, vol. 30(C), pages 143-153.
    45. Sarah E. Turner & William G. Bowen, 1999. "Choice of Major: The Changing (Unchanging) Gender Gap," ILR Review, Cornell University, ILR School, vol. 52(2), pages 289-313, January.
    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. Dalit Contini & Maria Laura Di Tommaso & Caterina Muratori & Daniela Piazzalunga & Lucia Schiavon, 2021. "The Covid-19 pandemic and school closure: learning loss in mathematics in primary education," CHILD Working Papers Series 97 JEL Classification: I2, Centre for Household, Income, Labour and Demographic Economics (CHILD) - CCA.
    2. Griselda, Silvia, 2024. "Gender gap in standardized tests: What are we measuring?," Journal of Economic Behavior & Organization, Elsevier, vol. 221(C), pages 191-229.
    3. Contini Dalit & Di Tommaso Maria Laura & Muratori Caterina & Piazzalunga Daniela & Schiavon Lucia, 2022. "Who Lost the Most? Mathematics Achievement during the COVID-19 Pandemic," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 22(2), pages 399-408, April.
    4. Jose Antonio Prieto-Saborit & David Méndez-Alonso & Ana Fernández-Viciana & Laxmi J. Dixit Dixit & Paloma Nistal-Hernández, 2022. "Implementation of Cooperative Learning and Its Relationship with Prior Training of Teachers, Performance and Equity in Mathematics: A Longitudinal Study," Sustainability, MDPI, vol. 14(23), pages 1-10, December.

    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. Di Tommaso, Maria Laura & Contini, Dalit & De Rosa, Dalila & Piazzalunga, Daniela, 2020. "Tackling the Gender Gap in Math with Active Learning Teaching Practices," Department of Economics and Statistics Cognetti de Martiis. Working Papers 202016, University of Turin.
    2. Borra, Cristina & Iacovou, Maria & Sevilla, Almudena, 2023. "Adolescent development and the math gender gap," European Economic Review, Elsevier, vol. 158(C).
    3. Anghel, Brindusa & Rodríguez-Planas, Núria & Sanz-de-Galdeano, Anna, 2020. "Is the math gender gap associated with gender equality? Only in low-income countries," Economics of Education Review, Elsevier, vol. 79(C).
    4. Anne (A.C.) Gielen & Esmee Zwiers, 2018. "Biology and the gender gap in educational performance - The role of prenatal testosterone in test scores," Tinbergen Institute Discussion Papers 18-086/V, Tinbergen Institute.
    5. Rakshit, Sonali & Sahoo, Soham, 2023. "Biased teachers and gender gap in learning outcomes: Evidence from India," Journal of Development Economics, Elsevier, vol. 161(C).
    6. Das, Upasak & Singhal, Karan, 2023. "Solving it correctly: Prevalence and persistence of gender gap in basic mathematics in rural India," International Journal of Educational Development, Elsevier, vol. 96(C).
    7. Barrios-Fernández, Andrés & Riudavets-Barcons, Marc, 2024. "Teacher value-added and gender gaps in educational outcomes," Economics of Education Review, Elsevier, vol. 100(C).
    8. 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.
    9. García-Echalar, Andrés & Poblete, Sebastián & Rau, Tomás, 2024. "Teacher value-added and the test score gender gap," Labour Economics, Elsevier, vol. 89(C).
    10. Thomas Breda & Julien Grenet & Marion Monnet & Clémentine van Effenterre, 2023. "How Effective are Female Role Models in Steering Girls towards STEM? Evidence from French High Schools," PSE Working Papers halshs-01713068, HAL.
    11. Shi, Ying, 2018. "The puzzle of missing female engineers: Academic preparation, ability beliefs, and preferences," Economics of Education Review, Elsevier, vol. 64(C), pages 129-143.
    12. Dominique Cappelletti & Maria Vittoria Levati & Matteo Ploner, 2022. "Math ability, gender stereotypes about math ability, and educational choices. Combining experimental and survey data," Working Papers 07/2022, University of Verona, Department of Economics.
    13. Dilmaghani, Maryam, 2021. "The gender gap in competitive chess across countries: Commanding queens in command economies," Journal of Comparative Economics, Elsevier, vol. 49(2), pages 425-441.
    14. Grosch, Kerstin & Haeckl, Simone & Kocher , Martin G., 2022. "Closing the gender STEM gap. A large-scale randomized-controlled trial in elementary schools," UiS Working Papers in Economics and Finance 2022/4, University of Stavanger.
    15. 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).
    16. Simone Balestra & Aurélien Sallin & Stefan C. Wolter, 2023. "High-Ability Influencers? The Heterogeneous Effects of Gifted Classmates," Journal of Human Resources, University of Wisconsin Press, vol. 58(2), pages 633-665.
    17. Grosch, Kerstin & Häckl, Simone & Kocher, Martin G., 2022. "Closing the gender STEM gap," Department of Economics Working Paper Series 329, WU Vienna University of Economics and Business.
    18. Doris, Aedín & O’Neill, Donal & Sweetman, Olive, 2013. "Gender, single-sex schooling and maths achievement," Economics of Education Review, Elsevier, vol. 35(C), pages 104-119.
    19. Atsushi Inoue & Ryuichi Tanaka, 2023. "Do teachers’ college majors affect students’ academic achievement in the sciences? A cross-subfields analysis with student-teacher fixed effects," Education Economics, Taylor & Francis Journals, vol. 31(5), pages 617-631, September.
    20. Alice Bertoletti & Marta Cannistrà & Melisa Diaz Lema & Chiara Masci & Anna Mergoni & Lidia Rossi & Mara Soncin, 2023. "The Determinants of Mathematics Achievement: A Gender Perspective Using Multilevel Random Forest," Economies, MDPI, vol. 11(2), pages 1-20, January.

    More about this item

    Keywords

    Gender gap; Mathematics; School achievement; Primary school; Active learning; Teaching methodologies; Randomized controlled trial;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments

    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:cca:wchild:98. 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: Giovanni Bert (email available below). General contact details of provider: https://edirc.repec.org/data/chccait.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.